@article{jhala_cheng_goodwin_singh_anwar_davis_jiang_lee_younho_grady_et al._2022, title={A Digital Communication Twin for Addressing Misinformation: Vision, Challenges, Opportunities}, volume={26}, DOI={10.1109/MIC.2021.3129547}, number={2}, journal={IEEE INTERNET COMPUTING}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Jhala, Arnav and Cheng, Yang and Goodwin, Jean and Singh, Munindar P. and Anwar, Mohd and Davis, Lauren and Jiang, Steven and Lee, Anna and Younho, Seong and Grady, Siobahn and et al.}, year={2022}, pages={36–41} }
 @article{wan_cho_zhu_anwar_kamhoua_singh_2022, title={Foureye: Defensive Deception Against Advanced Persistent Threats via Hypergame Theory}, volume={3}, DOI={10.1109/TNSM.2021.3117698}, journal={IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT}, author={Wan, Zelin and Cho, Jin-Hee and Zhu, Mu and Anwar, Ahmed H. and Kamhoua, Charles A. and Singh, Munindar P.}, year={2022}, month={Mar} }
 @article{oliveira_haque_mougouei_evans_sichman_singh_2022, title={Investigating the Emotional Response to COVID-19 News on Twitter: A Topic Modelling and Emotion Classification Approach}, volume={10}, DOI={10.1109/ACCESS.2022.3150329}, journal={IEEE ACCESS}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Oliveira, Francisco Braulio and Haque, Amanul and Mougouei, Davoud and Evans, Simon and Sichman, Jaime Simao and Singh, Munindar P.}, year={2022}, pages={16883–16897} }
 @article{christie_chopra_singh_2022, title={Mandrake: multiagent systems as a basis for programming fault-tolerant decentralized applications}, volume={4}, DOI={10.1007/s10458-021-09540-8}, journal={AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS}, author={Christie, Samuel H. and Chopra, Amit K. and Singh, Munindar P.}, year={2022}, month={Apr} }
 @article{dubljevic_douglas_milojevich_ajmeri_bauer_list_singh_2022, title={Moral and social ramifications of autonomous vehicles: a qualitative study of the perceptions of professional drivers}, volume={5}, DOI={10.1080/0144929X.2022.2070078}, journal={BEHAVIOUR & INFORMATION TECHNOLOGY}, author={Dubljevic, Veljko and Douglas, Sean and Milojevich, Jovan and Ajmeri, Nirav and Bauer, William A. and List, George and Singh, Munindar P.}, year={2022}, month={May} }
 @article{chopra_christie_singh_2022, title={Multiagent Foundations for Distributed Systems: A Vision}, DOI={10.1007/978-3-030-97457-2_4}, journal={ENGINEERING MULTI-AGENT SYSTEMS}, author={Chopra, Amit K. and Christie, Samuel H. and Singh, Munindar P.}, year={2022} }
 @article{mashyekhi_ajmeri_list_singh_2022, title={Prosocial Norm Emergence in Multiagent Systems}, volume={6}, DOI={10.1145/3540202}, journal={ACM Transactions on Autonomous and Adaptive Systems}, publisher={Association for Computing Machinery (ACM)}, author={Mashyekhi, Mehdi and Ajmeri, Nirav and List, George F. and Singh, Munindar P.}, year={2022}, month={Jun} }
 @article{singh_gao_2021, title={A Gray Box Conceptual Model for Accountability and Ethics in Business Contracts}, volume={25}, DOI={10.1109/MIC.2021.3083295}, number={4}, journal={IEEE INTERNET COMPUTING}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Singh, Munindar P. and Gao, Xibin}, year={2021}, pages={13–19} }
 @article{zhu_anwar_wan_cho_kamhoua_singh_2021, title={A Survey of Defensive Deception: Approaches Using Game Theory and Machine Learning}, volume={23}, DOI={10.1109/COMST.2021.3102874}, number={4}, journal={IEEE COMMUNICATIONS SURVEYS AND TUTORIALS}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Zhu, Mu and Anwar, Ahmed H. and Wan, Zelin and Cho, Jin-Hee and Kamhoua, Charles A. and Singh, Munindar P.}, year={2021}, pages={2460–2493} }
 @article{chopra_singh_2021, title={Accountability as a Foundation for Requirements in Sociotechnical Systems}, volume={25}, DOI={10.1109/MIC.2021.3106835}, number={6}, journal={IEEE INTERNET COMPUTING}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Chopra, Amit K. and Singh, Munindar P.}, year={2021}, month={Nov}, pages={33–41} }
 @article{yuan_singh_murukannaiah_2021, title={An interpretable framework for investigating the neighborhood effect in POI recommendation}, volume={8}, DOI={10.1371/journal.pone.0255685}, journal={PLOS ONE}, author={Yuan, Guangchao and Singh, Munindar P. and Murukannaiah, Pradeep K.}, year={2021}, month={Aug} }
 @article{christie_chopra_singh_2021, title={Bungie: Improving Fault Tolerance via Extensible Application-Level Protocols}, volume={54}, DOI={10.1109/MC.2021.3052147}, number={5}, journal={COMPUTER}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Christie, Samuel H. and Chopra, Amit Khushwant and Singh, Munindar P.}, year={2021}, month={May}, pages={44–53} }
 @article{christie_chopra_singh_2021, title={Deserv: Decentralized Serverless Computing}, DOI={10.1109/ICWS53863.2021.00020}, journal={2021 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES, ICWS 2021}, publisher={IEEE}, author={Christie, Samuel H. and Chopra, Amit K. and Singh, Munindar P.}, year={2021} }
 @article{sheshadri_shivade_singh_2021, title={Detecting Framing Changes in Topical News}, volume={8}, DOI={10.1109/TCSS.2021.3063108}, number={3}, journal={IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Sheshadri, Karthik and Shivade, Chaitanya and Singh, Munindar P.}, year={2021}, month={Jun}, pages={780–791} }
 @article{christie_singh_chopra_2021, title={Hercule: Representing and Reasoning About Norms as a Foundation for Declarative Contracts Over Blockchain}, volume={25}, DOI={10.1109/MIC.2021.3080982}, number={4}, journal={IEEE INTERNET COMPUTING}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Christie, Samuel H. and Singh, Munindar P. and Chopra, Amit K.}, year={2021}, pages={67–75} }
 @article{chopra_christie_singh_2021, title={Interaction-Oriented Programming: An Application Semantics Approach for Engineering Decentralized Applications}, DOI={10.1145/3465084.3467486}, journal={PROCEEDINGS OF THE 2021 ACM SYMPOSIUM ON PRINCIPLES OF DISTRIBUTED COMPUTING (PODC '21)}, author={Chopra, Amit K. and Christie, Samuel H. and Singh, Munindar P.}, year={2021} }
 @article{telang_singh_yorke-smith_2021, place={Vancouver}, title={Maintenance of Social Commitments in Multiagent Systems}, volume={35}, number={13}, journal={Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI)}, publisher={AAAI Press}, author={Telang, Pankaj R. and Singh, Munindar P. and Yorke-Smith, Neil}, year={2021}, month={Feb}, pages={11369–11377} }
 @article{aydogan_kafali_arslan_jonker_singh_2021, title={Nova: Value-based Negotiation of Norms}, volume={8}, DOI={10.1145/3465054}, journal={ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY}, author={Aydogan, Reyhan and Kafali, Ozgur and Arslan, Furkan and Jonker, Catholijn M. and Singh, Munindar P.}, year={2021}, month={Aug} }
 @article{kokciyan_srivastava_huhns_singh_2021, title={Sociotechnical Perspectives on AI Ethics and Accountability}, volume={25}, DOI={10.1109/MIC.2021.3117611}, number={6}, journal={IEEE INTERNET COMPUTING}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Kokciyan, Nadin and Srivastava, Biplav and Huhns, Michael and Singh, Munindar}, year={2021}, month={Nov}, pages={5–6} }
 @inproceedings{singh_v._2021, title={Tango: Declarative Semantics for Multiagent Communication Protocols}, DOI={10.24963/ijcai.2021/55}, booktitle={Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence}, publisher={International Joint Conferences on Artificial Intelligence Organization}, author={Singh, Munindar P. and V., Samuel H. Christie}, year={2021}, month={Aug} }
 @article{dubljevic_list_milojevich_ajmeri_bauer_singh_bardaka_birkland_edwards_mayer_et al._2021, title={Toward a rational and ethical sociotechnical system of autonomous vehicles: A novel application of multi-criteria decision analysis}, DOI={10.1371/journal.pone.0256224}, journal={PLOS ONE}, author={Dubljevic, Veljko and List, George and Milojevich, Jovan and Ajmeri, Nirav and Bauer, William A. and Singh, Munindar P. and Bardaka, Eleni and Birkland, Thomas A. and Edwards, Charles H. W. and Mayer, Roger C. and et al.}, year={2021} }
 @article{chopra_v_singh_2020, title={An Evaluation of Communication Protocol Languages for Engineering Multiagent Systems}, volume={69}, DOI={10.1613/jair.1.12212}, journal={Journal of Artificial Intelligence Research}, publisher={AI Access Foundation}, author={Chopra, Amit K and V, Samuel H Christie and Singh, Munindar P.}, year={2020}, month={Dec}, pages={1351–1393} }
 @article{singh_chopra_2020, title={Blockchain-Based Financial Technologies and Cryptocurrencies for Low-Income People: Technical Potential Versus Practical Reality}, volume={53}, ISBN={1558-0814}, DOI={10.1109/MC.2019.2951977}, number={1}, journal={COMPUTER}, author={Singh, Munindar P. and Chopra, Amit K.}, year={2020}, month={Jan}, pages={53–62} }
 @article{guo_singh_2020, title={Caspar: Extracting and Synthesizing User Stories of Problems from App Reviews}, DOI={10.1145/3377811.3380924}, journal={2020 ACM/IEEE 42ND INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING (ICSE 2020)}, author={Guo, Hui and Singh, Munindar P.}, year={2020} }
 @inproceedings{singh_chopra_2020, place={New York}, title={Clouseau: Generating Communication Protocols from Commitments}, volume={34}, DOI={10.1609/aaai.v34i05.6215}, number={5}, booktitle={Proceedings of the AAAI Conference on Artificial Intelligence}, publisher={AAAI Press}, author={Singh, Munindar P. and Chopra, Amit K.}, year={2020}, month={Feb}, pages={7244–7252} }
 @article{singh_chopra_2020, title={Computational Governance and Violable Contracts for Blockchain Applications}, volume={53}, DOI={10.1109/MC.2019.2947372}, number={1}, journal={Computer}, author={Singh, Munindar P. and Chopra, Amit K.}, year={2020}, month={Jan}, pages={53–62} }
 @article{ajmeri_murukannaiah_singh_2020, title={Ethics in Self-* Sociotechnical Systems (Tutorial Abstract)}, DOI={10.1109/ACSOS-C51401.2020.00070}, journal={2020 IEEE INTERNATIONAL CONFERENCE ON AUTONOMIC COMPUTING AND SELF-ORGANIZING SYSTEMS COMPANION (ACSOS-C 2020)}, author={Ajmeri, Nirav and Murukannaiah, Pradeep K. and Singh, Munindar P.}, year={2020} }
 @article{murukannaiah_singh_2020, title={From Machine Ethics to Internet Ethics: Broadening the Horizon}, volume={24}, ISBN={1941-0131}, DOI={10.1109/MIC.2020.2989935}, number={3}, journal={IEEE INTERNET COMPUTING}, author={Murukannaiah, Pradeep K. and Singh, Munindar P.}, year={2020}, pages={51–57} }
 @article{v_smirnova_chopra_singh_2020, title={Protocols Over Things: A Decentralized Programming Model for the Internet of Things}, volume={53}, DOI={10.1109/MC.2020.3023887}, number={12}, journal={Computer}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={V, Samuel H. Christie and Smirnova, Daria and Chopra, Amit K. and Singh, Munindar P.}, year={2020}, month={Dec}, pages={60–68} }
 @article{telang_singh_yorke-smith_2019, title={A Coupled Operational Semantics for Goals and Commitments}, volume={65}, ISBN={1943-5037}, DOI={10.1613/jair.1.11494}, journal={JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH}, publisher={AI Access Foundation}, author={Telang, Pankaj R. and Singh, Munindar P. and Yorke-Smith, Neil}, year={2019}, pages={31–85} }
 @article{kafalı_ajmeri_singh_2019, title={DESEN: Specification of Sociotechnical Systems via Patterns of Regulation and Control}, volume={29}, DOI={10.1145/3365664}, number={1}, journal={ACM Transactions on Software Engineering and Methodology (TOSEM)}, author={Kafalı, Özgür and Ajmeri, Nirav and Singh, Munindar P.}, year={2019}, month={Feb}, pages={1–50} }
 @inproceedings{zhang_singh_2019, title={Leveraging Structural and Semantic Correspondence for Attribute-Oriented Aspect Sentiment Discovery}, url={http://dx.doi.org/10.18653/v1/d19-1555}, DOI={10.18653/v1/d19-1555}, booktitle={Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)}, publisher={Association for Computational Linguistics}, author={Zhang, Zhe and Singh, Munindar}, year={2019} }
 @inbook{al-shaer_wei_hamlen_wang_2019, title={Modeling and Analysis of Deception Games Based on Hypergame Theory}, ISBN={9783030021092 9783030021108}, url={http://dx.doi.org/10.1007/978-3-030-02110-8_4}, DOI={10.1007/978-3-030-02110-8_4}, booktitle={Autonomous Cyber Deception}, publisher={Springer International Publishing}, author={Al-Shaer, Ehab and Wei, Jinpeng and Hamlen, Kevin W. and Wang, Cliff}, year={2019}, pages={49–74} }
 @inproceedings{singh_chopra_2019, title={Requirements Engineering as Science in the Small}, ISBN={9781728117584}, url={http://dx.doi.org/10.1109/icse-nier.2019.00020}, DOI={10.1109/icse-nier.2019.00020}, booktitle={2019 IEEE/ACM 41st International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER)}, publisher={IEEE}, author={Singh, Munindar P. and Chopra, Amit K.}, year={2019}, month={May} }
 @inproceedings{günay_chopra_singh_2019, place={Richland, SC}, title={Supple: Multiagent Communication Protocols with Causal Types}, ISBN={9781450363099}, url={https://eprints.lancs.ac.uk/id/eprint/131277/}, booktitle={Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS)}, publisher={IFAAMAS}, author={Günay, Akın and Chopra, Amit K. and Singh, Munindar P.}, year={2019}, month={May}, pages={781–789} }
 @inproceedings{kalia_ajmeri_chan_cho_adalı_singh_2019, title={The Interplay of Emotions and Norms in Multiagent Systems}, ISBN={9780999241141}, url={http://dx.doi.org/10.24963/ijcai.2019/53}, DOI={10.24963/ijcai.2019/53}, abstractNote={We study how emotions influence norm outcomes in decision-making contexts. Following the literature, we provide baseline Dynamic Bayesian models to capture an agent's two perspectives on a directed norm. Unlike the literature, these models are holistic in that they incorporate not only norm outcomes and emotions but also trust and goals. 
We obtain data from an empirical study involving game play with respect to the above variables. We provide a step-wise process to discover two new Dynamic Bayesian models based on maximizing log-likelihood scores with respect to the data. We compare the new models with the baseline models to discover new insights into the relevant relationships.
Our empirically supported models are thus holistic and characterize how emotions influence norm outcomes better than previous approaches.}, booktitle={Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence}, publisher={International Joint Conferences on Artificial Intelligence Organization}, author={Kalia, Anup K. and Ajmeri, Nirav and Chan, Kevin S. and Cho, Jin-Hee and Adalı, Sibel and Singh, Munindar P.}, year={2019}, month={Aug} }
 @article{sheshadri_singh_2019, title={The public and legislative impact of hyperconcentrated topic news}, volume={5}, ISBN={2375-2548}, DOI={10.1126/sciadv.aat8296}, number={8}, journal={SCIENCE ADVANCES}, publisher={American Association for the Advancement of Science (AAAS)}, author={Sheshadri, Karthik and Singh, Munindar P.}, year={2019}, month={Aug} }
 @article{guo_kafalı_jeukeng_williams_singh_2019, title={Çorba: crowdsourcing to obtain requirements from regulations and breaches}, volume={8}, ISSN={1382-3256 1573-7616}, url={http://dx.doi.org/10.1007/s10664-019-09753-2}, DOI={10.1007/s10664-019-09753-2}, journal={Empirical Software Engineering}, publisher={Springer Science and Business Media LLC}, author={Guo, Hui and Kafalı, Özgür and Jeukeng, Anne-Liz and Williams, Laurie and Singh, Munindar P.}, year={2019}, month={Aug} }
 @article{a conceptual framework for engineering chatbots_2018, DOI={10.1109/MIC.2018.2877827}, journal={IEEE Internet Computing}, year={2018} }
 @article{mendling_dustdar_gal_garcía-bañuelos_governatori_hull_rosa_leopold_leymann_recker_et al._2018, title={Blockchains for Business Process Management - Challenges and Opportunities}, volume={9}, ISSN={2158-656X}, url={http://dx.doi.org/10.1145/3183367}, DOI={10.1145/3183367}, number={1}, journal={ACM Transactions on Management Information Systems}, publisher={Association for Computing Machinery (ACM)}, author={Mendling, Jan and Dustdar, Schahram and Gal, Avigdor and García-Bañuelos, Luciano and Governatori, Guido and Hull, Richard and Rosa, Marcello La and Leopold, Henrik and Leymann, Frank and Recker, Jan and et al.}, year={2018}, month={Feb}, pages={1–16} }
 @inproceedings{christie_chopra_singh_2018, place={Stockholm}, title={Compositional Correctness in Multiagent Interactions}, ISBN={9781450356497}, url={https://eprints.lancs.ac.uk/id/eprint/123578/}, booktitle={Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS)}, publisher={IFAAMAS}, author={Christie, Samuel H., V and Chopra, Amit K. and Singh, Munindar P.}, year={2018}, month={Jul}, pages={1159–1167} }
 @article{ajmeri_guo_murukannaiah_singh_2018, title={Designing Ethical Personal Agents}, volume={22}, DOI={10.1109/mic.2018.022021658}, number={2}, journal={IEEE Internet Computing}, author={Ajmeri, Nirav and Guo, H. and Murukannaiah, P. K. and Singh, Munindar P.}, year={2018}, pages={16–22} }
 @inproceedings{guo_kafali_singh_2018, title={Extraction of Natural Language Requirements from Breach Reports Using Event Inference}, ISBN={9781538684047}, url={http://dx.doi.org/10.1109/aire.2018.00009}, DOI={10.1109/aire.2018.00009}, booktitle={2018 5th International Workshop on Artificial Intelligence for Requirements Engineering (AIRE)}, publisher={IEEE}, author={Guo, Hui and Kafali, Ozgur and Singh, Munindar}, year={2018}, month={Aug} }
 @article{meneguzzi_magnaguagno_singh_telang_yorke-smith_2018, title={GoCo: planning expressive commitment protocols}, volume={32}, DOI={10.1007/s10458-018-9385-0}, number={4}, journal={Autonomous Agents and Multi-Agent Systems}, publisher={Springer Nature}, author={Meneguzzi, Felipe and Magnaguagno, Mauricio C. and Singh, Munindar P. and Telang, Pankaj R. and Yorke-Smith, Neil}, year={2018}, month={Jul}, pages={459–502} }
 @inproceedings{zhang_singh_2018, title={Limbic: Author-Based Sentiment Aspect Modeling Regularized with Word Embeddings and Discourse Relations}, url={http://dx.doi.org/10.18653/v1/d18-1378}, DOI={10.18653/v1/d18-1378}, booktitle={Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing}, publisher={Association for Computational Linguistics}, author={Zhang, Zhe and Singh, Munindar}, year={2018} }
 @inbook{verhagen_neumann_singh_2018, place={London}, title={Normative Multiagent Systems: Foundations and History}, booktitle={Handbook of Normative Multiagent Systems}, publisher={College Publications}, author={Verhagen, Harko and Neumann, Martin and Singh, Munindar P.}, editor={Chopra, Amit and van der Torre, Leendert and Verhagen, Harko and Villata, SerenaEditors}, year={2018}, pages={3–25} }
 @inproceedings{ajmeri_guo_murukannaiah_singh_2018, title={Robust Norm Emergence by Revealing and Reasoning about Context: Socially Intelligent Agents for Enhancing Privacy}, ISBN={9780999241127}, url={http://dx.doi.org/10.24963/ijcai.2018/4}, DOI={10.24963/ijcai.2018/4}, abstractNote={Norms describe the social architecture of a society and govern the interactions of its member agents. It may be appropriate for an agent to deviate from a norm; the deviation being indicative of a specialized norm applying under a specific context. Existing approaches for norm emergence assume simplified interactions wherein deviations are negatively sanctioned. We investigate via simulation the benefits of enriched interactions where deviating agents share selected elements of their contexts. We find that as a result (1) the norms are learned better with fewer sanctions, indicating improved social cohesion; and (2) the agents are better able to satisfy their individual goals. These results are robust under societies of varying sizes and characteristics reflecting pragmatic, considerate, and selfish agents.}, booktitle={Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence}, publisher={International Joint Conferences on Artificial Intelligence Organization}, author={Ajmeri, Nirav and Guo, Hui and Murukannaiah, Pradeep K. and Singh, Munindar P.}, year={2018}, month={Jul} }
 @inproceedings{chopra_singh_2018, title={Sociotechnical Systems and Ethics in the Large}, ISBN={9781450360128}, url={http://dx.doi.org/10.1145/3278721.3278740}, DOI={10.1145/3278721.3278740}, booktitle={Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society - AIES '18}, publisher={ACM Press}, author={Chopra, Amit K. and SIngh, Munindar P.}, year={2018} }
 @article{teaching crowdsourcing: an experience report_2018, DOI={10.1109/MIC.2018.2881515}, journal={IEEE Internet Computing}, year={2018} }
 @article{al-amin_ajmeri_du_berglund_singh_2018, title={Toward effective adoption of secure software development practices}, volume={85}, DOI={10.1016/j.simpat.2018.03.006}, journal={Simulation Modelling Practice and Theory}, author={Al-Amin, S. and Ajmeri, Nirav and Du, H. Y. and Berglund, E. Z. and Singh, Munindar P.}, year={2018}, pages={33–46} }
 @article{yuan_hang_huhns_singh_2017, title={A Mechanism for Cooperative Demand-Side Management}, DOI={10.1109/icdcs.2017.300}, journal={Proceedings - International Conference on Distributed Computing Systems}, author={Yuan, G. and Hang, C. W. and Huhns, M. N. and Singh, Munindar P.}, year={2017}, pages={361–371} }
 @article{bouguettaya_singh_huhns_sheng_dong_yu_neiat_mistry_benatallah_medjahed_et al._2017, title={A Service Computing Manifesto: The Next 10 Years}, volume={60}, DOI={10.1145/2983528}, number={4}, journal={Communications of the ACM}, author={Bouguettaya, A. and Singh, Munindar P. and Huhns, M. and Sheng, Q. Z. and Dong, H. and Yu, Q. and Neiat, A. G. and Mistry, S. and Benatallah, B. and Medjahed, B. and et al.}, year={2017}, pages={64–72} }
 @article{aragorn: eliciting and maintaining secure service policies_2017, DOI={10.1109/MC.2017.4451210}, journal={Computer}, year={2017} }
 @article{arnor: modeling social intelligence via norms to engineer privacy-aware personal agents_2017, journal={AAMAS'17: PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS AND MULTIAGENT SYSTEMS}, year={2017} }
 @article{kalia_buchler_decostanza_singh_2017, title={Computing Team Process Measures From the Structure and Content of Broadcast Collaborative Communications}, volume={4}, DOI={10.1109/tcss.2017.2672980}, number={2}, journal={IEEE Transactions on Computational Social Systems}, author={Kalia, A. K. and Buchler, N. and DeCostanza, A. and Singh, Munindar P.}, year={2017}, pages={26–39} }
 @article{shahzad_singh_2017, title={Continuous Authentication and Authorization for the Internet of Things}, volume={21}, DOI={10.1109/mic.2017.33}, number={2}, journal={IEEE Internet Computing}, author={Shahzad, M. and Singh, Munindar P.}, year={2017}, pages={86–90} }
 @article{how good is a security policy against real breaches? a hipaa case study_2017, DOI={10.1109/ICSE.2017.55}, journal={Proceedings - International Conference on Software Engineering}, year={2017} }
 @inproceedings{kafalı_ajmeri_singh_2017, place={San Francisco}, title={Kont: Computing Tradeoffs in Normative Multiagent Systems}, booktitle={Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence}, publisher={AAAI}, author={Kafalı, Özgür and Ajmeri, Nirav and Singh, Munindar P.}, year={2017}, month={Feb}, pages={3006–3012} }
 @article{elmessiry_zhang_cooper_catron_karrass_singh_2017, title={Leveraging Sentiment Analysis for Classifying Patient Complaints}, DOI={10.1145/3107411.3107421}, journal={ACM-BCB' 2017: PROCEEDINGS OF THE 8TH ACM INTERNATIONAL CONFERENCE ON BIOINFORMATICS, COMPUTATIONAL BIOLOGY, AND HEALTH INFORMATICS}, author={ElMessiry, A. and Zhang, Z. and Cooper, W. O. and Catron, T. F. and Karrass, J. and Singh, Munindar P.}, year={2017}, pages={44–51} }
 @article{fogues_murukannaiah_such_singh_2017, title={Sharing Policies in Multiuser Privacy Scenarios: Incorporating Context, Preferences, and Arguments in Decision Making}, volume={24}, DOI={10.1145/3038920}, number={1}, journal={ACM Transactions on Computer-Human Interaction}, author={Fogues, R. L. and Murukannaiah, P. K. and Such, J. M. and Singh, Munindar P.}, year={2017} }
 @article{sosharp: recommending sharing policies in multiuser privacy scenarios_2017, DOI={10.1109/MIC.2018.326150611}, journal={IEEE Internet Computing}, year={2017} }
 @article{fogues_murukannaiah_such_singh_2017, title={SoSharP: Recommending sharing policies in multiuser privacy scenarios}, volume={21}, DOI={10.1109/mic.2017.4180836}, number={6}, journal={IEEE Internet Computing}, author={Fogues, R. L. and Murukannaiah, P. K. and Such, J. M. and Singh, Munindar P.}, year={2017}, pages={28–36} }
 @article{splee: a declarative information-based language for multiagent interaction protocols_2017, journal={AAMAS'17: PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS AND MULTIAGENT SYSTEMS}, year={2017} }
 @article{singh_chopra_2017, title={The Internet of Things and Multiagent Systems: Decentralized Intelligence in Distributed Computing}, DOI={10.1109/icdcs.2017.304}, journal={Proceedings - International Conference on Distributed Computing Systems}, author={Singh, Munindar P. and Chopra, A. K.}, year={2017}, pages={1738–1747} }
 @inproceedings{king_günay_chopra_singh_2017, title={Tosca: Operationalizing Commitments Over Information Protocols}, ISBN={9780999241103}, url={http://dx.doi.org/10.24963/ijcai.2017/37}, DOI={10.24963/ijcai.2017/37}, abstractNote={The notion of commitment is widely studied as a high-level abstraction for modeling multiagent interaction.  An important challenge is supporting flexible decentralized enactments of commitment specifications. In this paper, we combine recent advances on specifying commitments and information protocols. Specifically, we contribute Tosca, a technique for automatically synthesizing information protocols from commitment specifications. Our main result is that the synthesized protocols support commitment alignment, which is the idea that agents must make compatible inferences about their commitments despite decentralization.}, booktitle={Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence}, publisher={International Joint Conferences on Artificial Intelligence Organization}, author={King, Thomas C. and Günay, Akın and Chopra, Amit K. and Singh, Munindar P.}, year={2017}, month={Aug} }
 @article{murukannaiah_ajmeri_singh_2017, title={Toward Automating Crowd RE}, DOI={10.1109/re.2017.74}, journal={IEEE 25TH INTERNATIONAL REQUIREMENTS ENGINEERING CONFERENCE (RE)}, author={Murukannaiah, P. K. and Ajmeri, Nirav and Singh, Munindar P.}, year={2017}, pages={512–515} }
 @article{elmessiry_cooper_catron_karrass_zhang_singh_2017, title={Triaging Patient Complaints: Monte Carlo Cross-Validation of Six Machine Learning Classifiers}, DOI={10.2196/medinform.7140}, journal={JMIR Medical Informatics}, author={Elmessiry, Adel and Cooper, William O and Catron, Thomas F and Karrass, Jan and Zhang, Zhe and Singh, Munindar P}, year={2017}, month={Jul} }
 @article{murukannaiah_ajmeri_singh_2016, title={Acquiring Creative Requirements from the Crowd Understanding the Influences of Personality and Creative Potential in Crowd RE}, DOI={10.1109/re.2016.68}, journal={IEEE 25TH INTERNATIONAL REQUIREMENTS ENGINEERING CONFERENCE (RE)}, author={Murukannaiah, P. K. and Ajmeri, Nirav and Singh, Munindar P.}, year={2016}, pages={176–185} }
 @misc{classifying sanctions and designing a conceptual sanctioning process model for socio-technical systems_2016, volume={31}, number={2}, journal={Knowledge Engineering Review}, year={2016}, pages={142–166} }
 @article{nardin_balke-visser_ajmeri_kalia_sichman_singh_2016, title={Classifying sanctions and designing a conceptual sanctioning process model for socio-technical systems}, volume={31}, ISSN={0269-8889 1469-8005}, url={http://dx.doi.org/10.1017/s0269888916000023}, DOI={10.1017/S0269888916000023}, abstractNote={Abstract}, number={2}, journal={The Knowledge Engineering Review}, publisher={Cambridge University Press (CUP)}, author={Nardin, Luis G. and Balke-Visser, Tina and Ajmeri, Nirav and Kalia, Anup K. and Sichman, Jaime S. and Singh, Munindar P.}, year={2016}, month={Mar}, pages={142–166} }
 @inproceedings{ajmeri_jiang_chirkova_doyle_singh_2016, place={New York}, title={Coco: Runtime Reasoning about Conflicting Commitments}, booktitle={Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI)}, publisher={IJCAI}, author={Ajmeri, Nirav and Jiang, Jiaming and Chirkova, Rada Y. and Doyle, Jon and Singh, Munindar P.}, year={2016}, month={Jul}, pages={17–23} }
 @inproceedings{chopra_singh_2016, place={Singapore}, title={Custard: Computing Norm States over Information Stores}, booktitle={Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems (AAMAS)}, publisher={IFAAMAS}, author={Chopra, Amit K. and Singh, Munindar P.}, year={2016}, month={May}, pages={1096–1105} }
 @inproceedings{riaz_stallings_singh_slankas_williams_2016, title={DIGS}, ISBN={9781450344272}, url={http://dx.doi.org/10.1145/2961111.2962599}, DOI={10.1145/2961111.2962599}, booktitle={Proceedings of the 10th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement - ESEM '16}, publisher={ACM Press}, author={Riaz, Maria and Stallings, Jonathan and Singh, Munindar P. and Slankas, John and Williams, Laurie}, year={2016} }
 @article{deploying a social web graph over a semantic web framework_2016, DOI={10.1007/978-81-322-2734-2_8}, journal={Advances in Soft Computing}, year={2016} }
 @article{murukannaiah_ajmeri_singh_2016, title={Engineering Privacy in Social Applications}, volume={20}, DOI={10.1109/mic.2016.30}, number={2}, journal={IEEE Internet Computing}, author={Murukannaiah, P. K. and Ajmeri, Nirav and Singh, Munindar P.}, year={2016}, pages={72–76} }
 @article{expressing and reasoning about conflicting norms in cybersecurity: poster_2016, DOI={10.1145/2898375.2898395}, journal={Symposium and Bootcamp on the Science of Security}, year={2016} }
 @article{formal understanding of tradeoffs among liveness and safety requirements_2016, DOI={10.1109/REW.2016.20}, journal={IEEE 24TH INTERNATIONAL REQUIREMENTS ENGINEERING CONFERENCE WORKSHOPS (REW)}, year={2016} }
 @inproceedings{kafali_ajmeri_singh_2016, title={Formal understanding of tradeoffs among liveness and safety requirements}, DOI={10.1109/rew.2016.017}, booktitle={2016 IEEE 24th International Requirements Engineering Conference Workshops (REW)}, author={Kafali, O. and Ajmeri, Nirav and Singh, Munindar P.}, year={2016}, pages={17–18} }
 @inproceedings{chopra_singh_2016, title={From Social Machines to Social Protocols}, ISBN={9781450341431}, url={http://dx.doi.org/10.1145/2872427.2883018}, DOI={10.1145/2872427.2883018}, booktitle={Proceedings of the 25th International Conference on World Wide Web - WWW '16}, publisher={ACM Press}, author={Chopra, Amit K. and Singh, Munindar P.}, year={2016} }
 @article{kalia_zhang_singh_2016, title={Güven: estimating trust from communications}, volume={3}, ISSN={2196-064X}, url={http://dx.doi.org/10.1186/s40493-015-0022-4}, DOI={10.1186/s40493-015-0022-4}, number={1}, journal={Journal of Trust Management}, publisher={Springer Science and Business Media LLC}, author={Kalia, Anup K. and Zhang, Zhe and Singh, Munindar P.}, year={2016}, month={Jan} }
 @article{kafali_singh_williams_2016, title={NANE: Identifying Misuse Cases Using Temporal Norm Enactments}, DOI={10.1109/re.2016.34}, journal={IEEE 25TH INTERNATIONAL REQUIREMENTS ENGINEERING CONFERENCE (RE)}, author={Kafali, O. and Singh, Munindar P. and Williams, L.}, year={2016}, pages={136–145} }
 @article{normative requirements in sociotechnical systems_2016, DOI={10.1109/REW.2016.21}, journal={IEEE 24TH INTERNATIONAL REQUIREMENTS ENGINEERING CONFERENCE WORKSHOPS (REW)}, year={2016} }
 @inproceedings{kafali_ajmeri_singh_2016, title={Normative requirements in sociotechnical systems}, DOI={10.1109/rew.2016.049}, booktitle={2016 IEEE 24th International Requirements Engineering Conference Workshops (REW)}, author={Kafali, O. and Ajmeri, Nirav and Singh, Munindar P.}, year={2016}, pages={259–260} }
 @article{yuan_murukannaiah_singh_2016, title={Percimo: A Personalized Community Model for Location Estimation in Social Media}, DOI={10.1109/asonam.2016.7752245}, journal={PROCEEDINGS OF THE IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING ASONAM}, author={Yuan, G. C. and Murukannaiah, P. K. and Singh, Munindar P.}, year={2016}, pages={271–278} }
 @article{hazard_singh_2016, title={Privacy Risks in Intelligent User Interfaces}, volume={20}, DOI={10.1109/mic.2016.116}, number={6}, journal={IEEE Internet Computing}, author={Hazard, C. J. and Singh, Munindar P.}, year={2016}, pages={57–61} }
 @article{kafali_ajmeri_singh_2016, title={Revani: Revising and Verifying Normative Specifications for Privacy}, volume={31}, DOI={10.1109/mis.2016.89}, number={5}, journal={IEEE Intelligent Systems}, author={Kafali, O. and Ajmeri, Nirav and Singh, Munindar P.}, year={2016}, pages={8–15} }
 @inproceedings{mashayekhi_du_list_singh_2016, place={New York}, title={Silk: A Simulation Study of Regulating Open Normative Multiagent Systems}, booktitle={Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI)}, publisher={IJCAI}, author={Mashayekhi, Mehdi and Du, Hongying and List, George F. and Singh, Munindar P.}, year={2016}, month={Jul}, pages={373–379} }
 @article{toward a normative approach for forensicability_2016, DOI={10.1145/2898375.2898386}, journal={Symposium and Bootcamp on the Science of Security}, year={2016} }
 @inproceedings{lauren_pigg_2016, title={Toward entrepreneurial pedagogies: rethinking professional networking as knowledge making}, DOI={10.1109/ipcc.2016.7740535}, booktitle={2016 ieee international professional communication conference (ipcc)}, author={Lauren, B. and Pigg, S.}, year={2016} }
 @article{alonso-mori_asa_bergmann_brewster_chatterjee_cooper_frei_fuller_goggins_gul_et al._2016, title={Towards characterization of photo-excited electron transfer and catalysis in natural and artificial systems using xfels}, volume={194}, DOI={10.1039/c6fd00084c}, journal={Faraday Discussions}, author={Alonso-Mori, R. and Asa, K. and Bergmann, U. and Brewster, A. S. and Chatterjee, R. and Cooper, J. K. and Frei, H. M. and Fuller, F. D. and Goggins, E. and Gul, S. and et al.}, year={2016}, pages={621–638} }
 @article{wang_kalia_singh_2015, title={A Collaborative Approach to Predicting Service Price for QoS-Aware Service Selection}, DOI={10.1109/icws.2015.15}, journal={IEEE International Conference on Web Services (ICWS)}, author={Wang, P. W. and Kalia, A. K. and Singh, Munindar P.}, year={2015}, pages={33–40} }
 @article{combining practical and dialectical commitments for service engagements_2015, DOI={10.1007/978-3-662-48616-0_1}, journal={Lecture Notes in Computer Science}, year={2015} }
 @inproceedings{telang_kalia_madden_singh_2015, title={Combining practical and dialectical commitments for service engagements}, volume={9435}, booktitle={Service-oriented computing, (icsoc 2015)}, author={Telang, P. R. and Kalia, A. K. and Madden, J. F. and Singh, M. P.}, year={2015}, pages={3–18} }
 @article{composing and verifying commitment-based multiagent protocols_2015, journal={Proceedings of the Twenty-fourth International Joint Conference on Artificial Intelligence (ijcai)}, year={2015} }
 @article{crowdsourcing cloud-based software development foreword_2015, journal={Crowdsourcing: Cloud-based Software Development}, year={2015} }
 @article{singh_2015, title={Crowdsourcing cloud-based software development foreword}, journal={Crowdsourcing: cloud-based software development}, author={Singh, M. P.}, year={2015}, pages={V-} }
 @inproceedings{chopra_singh_2015, place={Austin, Texas}, title={Cupid: Commitments in Relational Algebra}, volume={29}, url={https://ojs.aaai.org/index.php/AAAI/article/view/9443}, number={1}, booktitle={Proceedings of the AAAI Conference on Artificial Intelligence}, publisher={AAAI Press}, author={Chopra, Amit K. and Singh, Munindar P.}, year={2015}, month={Jan}, pages={2052–2059} }
 @article{cybersecurity as an application domain for multiagent systems_2015, journal={PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS & MULTIAGENT SYSTEMS (AAMAS)}, year={2015} }
 @inproceedings{singh_2015, title={Cybersecurity as an application domain for multiagent systems}, volume={2}, booktitle={Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS}, author={Singh, M.P.}, year={2015}, pages={1207–1212} }
 @article{generalized commitment alignment_2015, journal={PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS & MULTIAGENT SYSTEMS (AAMAS)}, year={2015} }
 @inproceedings{chopra_singh_2015, title={Generalized commitment alignment}, volume={1}, booktitle={Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS}, author={Chopra, A.K. and Singh, M.P.}, year={2015}, pages={453–461} }
 @article{modeling healthcare processes using commitments: an empirical evaluation_2015, DOI={10.1371/JOURNAL.PONE.0141202}, journal={Plos One}, year={2015} }
 @inproceedings{yuan_ajmeri_allred_telang_wilson_singh_2015, title={Modeling analytics as knowledge work: Computing meets organizational psychology}, volume={2015-June}, DOI={10.1109/rcis.2015.7128899}, number={June}, booktitle={Proceedings - International Conference on Research Challenges in Information Science}, author={Yuan, G. and Ajmeri, Nirav and Allred, C. and Telang, P.R. and Wilson, M. and Singh, Munindar P.}, year={2015}, pages={382–387} }
 @article{kalia_singh_2015, title={Muon: designing multiagent communication protocols from interaction scenarios}, volume={29}, DOI={10.1007/s10458-014-9264-2}, number={4}, journal={Autonomous Agents and Multi-Agent Systems}, author={Kalia, A.K. and Singh, Munindar P.}, year={2015}, pages={621–657} }
 @article{singh_2015, title={Norms as a Basis for Governing Sociotechnical Systems}, volume={5}, DOI={10.1145/2542182.2542203}, number={1}, journal={ACM Transactions on Intelligent Systems and Technology}, author={Singh, Munindar P.}, year={2015} }
 @inproceedings{singh_2015, place={Buenos Aires}, title={Norms as a Basis for Governing Sociotechnical Systems}, booktitle={Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI)}, publisher={IJCAI}, author={Singh, Munindar P.}, year={2015}, pages={4207–4211} }
 @article{murukannaiah_singh_2015, title={Platys: An active learning framework for place-aware application development and its evaluation}, volume={24}, DOI={10.1145/2729976}, number={3}, journal={ACM Transactions on Software Engineering and Methodology}, author={Murukannaiah, P.K. and Singh, Munindar P.}, year={2015} }
 @article{zavala_murukannaiah_poosamani_finin_joshi_rhee_singh_2015, title={Platys: From Position to Place-Oriented Mobile Computing}, volume={36}, DOI={10.1609/aimag.v36i2.2584}, number={2}, journal={AI Magazine}, author={Zavala, L. and Murukannaiah, P. K. and Poosamani, N. and Finin, T. and Joshi, A. and Rhee, I. and Singh, Munindar P.}, year={2015}, pages={50–62} }
 @article{positron: composing commitment-based protocols_2015, DOI={10.1007/978-3-662-48616-0_2}, journal={Lecture Notes in Computer Science}, year={2015} }
 @inproceedings{gerard_telang_kalia_singh_2015, title={Positron: Composing commitment-based protocols}, volume={9435}, booktitle={Service-oriented computing, (icsoc 2015)}, author={Gerard, S. N. and Telang, P. R. and Kalia, A. K. and Singh, M. P.}, year={2015}, pages={19–35} }
 @article{murukannaiah_kalia_telang_singh_2015, title={Resolving Goal Conflicts via Argumentation-Based Analysis of Competing Hypotheses}, DOI={10.1109/re.2015.7320418}, journal={IEEE 25TH INTERNATIONAL REQUIREMENTS ENGINEERING CONFERENCE (RE)}, author={Murukannaiah, P. K. and Kalia, A. K. and Telang, P. R. and Singh, Munindar P.}, year={2015}, pages={156–165} }
 @article{social contexts and social pragmatics_2015, journal={PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS & MULTIAGENT SYSTEMS (AAMAS)}, year={2015} }
 @inproceedings{baldoni_baroglio_chopra_singh_2015, title={Social contexts and social pragmatics}, volume={3}, booktitle={Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS}, author={Baldoni, M. and Baroglio, C. and Chopra, A.K. and Singh, M.R.}, year={2015}, pages={1739–1740} }
 @article{trace: a dynamic model of trust for people-driven service engagements combining trust with risk, commitments, and emotions_2015, DOI={10.1007/978-3-662-48616-0_24}, journal={Lecture Notes in Computer Science}, year={2015} }
 @inproceedings{kalia_murukannaiah_singh_2015, title={TRACE: A dynamic model of trust for people-driven service engagements combining trust with risk, commitments, and emotions}, volume={9435}, booktitle={Service-oriented computing, (icsoc 2015)}, author={Kalia, A. K. and Murukannaiah, P. K. and Singh, M. P.}, year={2015}, pages={353–361} }
 @inproceedings{du_narron_ajmeri_berglund_doyle_singh_2015, title={Understanding sanction under variable observability in a secure, collaborative environment}, ISBN={9781450333764}, url={http://dx.doi.org/10.1145/2746194.2746206}, DOI={10.1145/2746194.2746206}, booktitle={Proceedings of the 2015 Symposium and Bootcamp on the Science of Security - HotSoS '15}, publisher={ACM Press}, author={Du, Hongying and Narron, Bennett and Ajmeri, Nirav and Berglund, Emily and Doyle, Jon and Singh, Munindar P.}, year={2015} }
 @inproceedings{kalia_ajmeri_chan_cho_adalı_singh_2014, title={A Model of Trust, Moods, and Emotions in Multiagent Systems, and its Empirical Evaluation}, booktitle={Proceedings of the 16th AAMAS Workshop on Trust in Agent Societies (Trust)}, author={Kalia, Anup K. and Ajmeri, Nirav and Chan, Kevin and Cho, Jin-Hee and Adalı, Sibel and Singh, Munindar P.}, year={2014}, month={May} }
 @article{parsons_atkinson_li_mcburney_sklar_singh_haigh_levitt_rowe_2014, title={Argument schemes for reasoning about trust}, volume={5}, DOI={10.1080/19462166.2014.913075}, number={2-3}, journal={Argument and Computation}, author={Parsons, S. and Atkinson, K. and Li, Z. and McBurney, P. and Sklar, E. and Singh, M. and Haigh, K. and Levitt, K. and Rowe, J.}, year={2014}, pages={160–190} }
 @inproceedings{singh_2014, title={Bliss: Specifying declarative service protocols}, DOI={10.1109/scc.2014.39}, booktitle={Proceedings - 2014 IEEE International Conference on Services Computing, SCC 2014}, author={Singh, Munindar P.}, year={2014}, pages={235–242} }
 @inproceedings{christiaanse_ghose_noriega_singh_2014, title={Characterizing artificial socio-cognitive technical systems}, volume={1283}, booktitle={CEUR Workshop Proceedings}, author={Christiaanse, R. and Ghose, A. and Noriega, P. and Singh, M.P.}, year={2014}, pages={336–346} }
 @article{determining team hierarchy from broadcast communications_2014, DOI={10.1007/978-3-319-13734-6_35}, journal={Lecture Notes in Computer Science}, year={2014} }
 @inproceedings{kalia_buchler_ungvarsky_govindan_singh_2014, title={Determining team hierarchy from broadcast communications}, volume={8851}, booktitle={Social informatics, socinfo 2014}, author={Kalia, A. K. and Buchler, N. and Ungvarsky, D. and Govindan, R. and Singh, M. P.}, year={2014}, pages={493–507} }
 @book{kalia_buchler_ungvarsky_govindan_singh_2014, title={Determining team hierarchy from broadcast communications}, volume={8851}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Kalia, A.K. and Buchler, N. and Ungvarsky, D. and Govindan, R. and Singh, M.P.}, year={2014}, pages={493–507} }
 @article{telang_kalia_singh_2014, title={Engineering service engagements via commitments}, volume={18}, DOI={10.1109/mic.2013.86}, number={3}, journal={IEEE Internet Computing}, author={Telang, P.R. and Kalia, A.K. and Singh, Munindar P.}, year={2014}, pages={46–54} }
 @inproceedings{kalia_zhang_singh_2014, title={Estimating trust from agents' interactions via commitments}, volume={263}, booktitle={21st european conference on artificial intelligence (ecai 2014)}, author={Kalia, A. K. and Zhang, Z. and Singh, M. P.}, year={2014}, pages={1043–1044} }
 @book{kalia_zhang_singh_2014, title={Estimating trust from agents' interactions via commitments}, volume={263}, DOI={10.3233/978-1-61499-419-0-1043}, journal={Frontiers in Artificial Intelligence and Applications}, author={Kalia, A.K. and Zhang, Z. and Singh, M.P.}, year={2014}, pages={1043–1044} }
 @inproceedings{yuan_murukannaiah_zhang_singh_2014, title={Exploiting sentiment homophily for link prediction}, DOI={10.1145/2645710.2645734}, booktitle={RecSys 2014 - Proceedings of the 8th ACM Conference on Recommender Systems}, author={Yuan, G. and Murukannaiah, P.K. and Zhang, Z. and Singh, M.P.}, year={2014}, pages={17–24} }
 @inproceedings{gao_singh_2014, title={Extracting normative relationships from business contracts}, volume={1}, booktitle={13th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2014}, author={Gao, X. and Singh, M.P.}, year={2014}, pages={101–108} }
 @book{nicol_singh_williams_2014, place={New York}, title={HoTSoS '14 : proceedings of the 2014 Symposium and Bootcamp on the Science of Security (HotSoS) : April 08-09 2014, Raleigh, NC, USA}, publisher={ACM}, year={2014} }
 @article{kediyal_singh_2014, title={Licit: Administering usage licenses in federated environments}, volume={7}, DOI={10.1109/tsc.2013.1}, number={1}, journal={IEEE Transactions on Services Computing}, author={Kediyal, P.C. and Singh, Munindar P.}, year={2014}, pages={96–108} }
 @inproceedings{nicol_singh_2014, title={Message from the program chairs}, booktitle={ACM International Conference Proceeding Series}, author={Nicol, D.M. and Singh, M.P.}, year={2014} }
 @article{gao_singh_2014, title={Mining contracts for business events and temporal constraints in service engagements}, volume={7}, DOI={10.1109/tsc.2013.21}, number={3}, journal={IEEE Transactions on Services Computing}, author={Gao, X. and Singh, Munindar P.}, year={2014}, pages={427–439} }
 @inproceedings{murukannaiah_fogues_singh_2014, title={Platys: A framework for supporting context-aware personal agents}, volume={2}, booktitle={13th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2014}, author={Murukannaiah, P.K. and Fogues, R. and Singh, M.P.}, year={2014}, pages={1689–1690} }
 @inproceedings{chopra_dalpiaz_aydemir_giorgini_mylopoulos_singh_2014, title={Protos: Foundations for engineering innovative sociotechnical systems}, DOI={10.1109/re.2014.6912247}, booktitle={2014 IEEE 22nd International Requirements Engineering Conference, RE 2014 - Proceedings}, author={Chopra, A.K. and Dalpiaz, F. and Aydemir, F.B. and Giorgini, P. and Mylopoulos, J. and Singh, Munindar P.}, year={2014}, pages={53–62} }
 @inproceedings{zhang_singh_2014, title={ReNew: A semi-supervised framework for generating domain-specific lexicons and sentiment analysis}, volume={1}, booktitle={52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference}, author={Zhang, Z. and Singh, M.P.}, year={2014}, pages={542–551} }
 @article{supervised semantic analysis of product reviews using weighted k-nn classifier_2014, DOI={10.1109/ITNG.2014.99}, journal={11TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: NEW GENERATIONS (ITNG)}, year={2014} }
 @article{the science of security: introduction from the perspective of secure collaboration_2014, DOI={10.1145/2602945.2602956}, journal={1ST INTERNATIONAL WORKSHOP ON AGENTS & CYBERSECURITY}, year={2014} }
 @article{the thing itself speaks accountability as a foundation for requirements in sociotechnical systems_2014, journal={IEEE 7TH INTERNATIONAL WORKSHOP ON REQUIREMENTS ENGINEERING AND LAW (RELAW)}, year={2014} }
 @inproceedings{chopra_singh_2014, title={The thing itself speaks: Accountability as a foundation for requirements in sociotechnical systems}, DOI={10.1109/RELAW.2014.6893477}, booktitle={2014 IEEE 7th International Workshop on Requirements Engineering and Law, RELAW 2014 - Proceedings}, author={Chopra, A.K. and Singh, Munindar P.}, year={2014}, pages={22–24} }
 @article{murukannaiah_singh_2014, title={Understanding location-based user experience}, volume={18}, DOI={10.1109/mic.2014.127}, number={6}, journal={IEEE Internet Computing}, author={Murukannaiah, P.K. and Singh, Munindar P.}, year={2014}, pages={72–76} }
 @inproceedings{murukannaiah_singh_2014, title={Xipho: Extending tropos to engineer context-aware personal agents}, volume={1}, booktitle={13th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2014}, author={Murukannaiah, P.K. and Singh, M.P.}, year={2014}, pages={309–316} }
 @inproceedings{meneguzzi_telang_singh_2013, title={A first-order formalization of commitments and goals for planning}, booktitle={Proceedings of the 27th AAAI Conference on Artificial Intelligence, AAAI 2013}, author={Meneguzzi, F. and Telang, P.R. and Singh, M.P.}, year={2013}, pages={697–703} }
 @inproceedings{kang_liu_singh_sun_2013, title={Adaptive process execution in a service cloud: Service selection and scheduling based on machine learning}, DOI={10.1109/ICWS.2013.51}, booktitle={Proceedings - IEEE 20th International Conference on Web Services, ICWS 2013}, author={Kang, D.S. and Liu, H. and Singh, M.P. and Sun, T.}, year={2013}, pages={324–331} }
 @inbook{chopra_singh_2013, place={Cambridge, Massachusetts}, edition={2nd}, title={Agent Communication}, booktitle={Multiagent Systems}, publisher={MIT Press}, author={Chopra, Amit K. and Singh, Munindar P.}, editor={Weiss, GerhardEditor}, year={2013}, pages={101–141} }
 @book{cao_zeng_symeonidis_gorodetsky_yu_singh_2013, place={Berlin}, series={Lecture Notes in Computer Science}, title={Agents and Data Mining Interaction}, volume={7607}, ISBN={9783642362873 9783642362880}, ISSN={0302-9743 1611-3349}, url={http://dx.doi.org/10.1007/978-3-642-36288-0}, DOI={10.1007/978-3-642-36288-0}, publisher={Springer}, year={2013}, collection={Lecture Notes in Computer Science} }
 @inproceedings{parsons_sklar_singh_levitt_rowe_2013, title={An argumentation-based approach to handling trust in distributed decision making}, volume={SS-13-07}, booktitle={AAAI Spring Symposium - Technical Report}, author={Parsons, S. and Sklar, E. and Singh, M. and Levitt, K. and Rowe, J.}, year={2013}, pages={66–71} }
 @inproceedings{hang_ajmeri_singh_parsons_2013, title={Argumentation, Evidence, and Schemes: Abstract}, booktitle={Proceedings of the 10th International Workshop on Argumentation in Multi-Agent Systems}, author={Hang, Chung-Wei and Ajmeri, Nirav and Singh, Munindar P. and Parsons, Simon}, year={2013}, month={May}, pages={37} }
 @article{singh_singh_2013, title={Augmented reality interfaces}, volume={17}, DOI={10.1109/mic.2013.107}, number={6}, journal={IEEE Internet Computing}, author={Singh, Munindar P. and Singh, M.P.}, year={2013}, pages={66–70} }
 @book{singh_2013, title={Can't we all just get along? Agreement technologies and the science of security}, volume={8068 LNAI}, DOI={10.1007/978-3-642-39860-5_1}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Singh, M.P.}, year={2013}, pages={1–3} }
 @inproceedings{gerard_singh_2013, title={Evolving protocols and agents in multiagent systems}, volume={2}, booktitle={12th International Conference on Autonomous Agents and Multiagent Systems 2013, AAMAS 2013}, author={Gerard, S.N. and Singh, M.P.}, year={2013}, pages={997–1004} }
 @article{gerard_singh_2013, title={Formalizing and verifying protocol refinements}, volume={4}, DOI={10.1145/2438653.2438656}, number={2}, journal={ACM Transactions on Intelligent Systems and Technology}, author={Gerard, S.N. and Singh, Munindar P.}, year={2013} }
 @inproceedings{telang_meneguzzi_singh_2013, title={Hierarchical planning about goals and commitments}, volume={2}, booktitle={12th International Conference on Autonomous Agents and Multiagent Systems 2013, AAMAS 2013}, author={Telang, P.R. and Meneguzzi, F. and Singh, M.P.}, year={2013}, pages={877–884} }
 @article{kalia_nezhad_bartolini_singh_2013, title={Identifying business tasks and commitments from email and chat conversations}, number={4}, journal={HP Laboratories Technical Report}, author={Kalia, A. and Nezhad, H.R.M. and Bartolini, C. and Singh, M.}, year={2013} }
 @article{falcone_singh_2013, title={Introduction to special section on trust in multiagent systems}, volume={4}, DOI={10.1145/2438653.2438658}, number={2}, journal={ACM Transactions on Intelligent Systems and Technology}, author={Falcone, R. and Singh, Munindar P.}, year={2013} }
 @book{yu_singh_cao_zeng_symeonidis_gorodetsky_2013, title={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface}, volume={7607 LNAI}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Yu, P.S. and Singh, M.P. and Cao, L. and Zeng, Y. and Symeonidis, A.L. and Gorodetsky, V.}, year={2013} }
 @inproceedings{hazard_singh_2013, title={Macau: A basis for evaluating reputation systems}, booktitle={IJCAI International Joint Conference on Artificial Intelligence}, author={Hazard, C.J. and Singh, M.P.}, year={2013}, pages={191–197} }
 @inproceedings{kalia_motahari-nezhad_bartolini_singh_2013, title={Monitoring commitments in people-driven service engagements}, DOI={10.1109/SCC.2013.62}, booktitle={Proceedings - IEEE 10th International Conference on Services Computing, SCC 2013}, author={Kalia, A.K. and Motahari-Nezhad, H.R. and Bartolini, C. and Singh, M.P.}, year={2013}, pages={160–167} }
 @inproceedings{hang_murukannaiah_singh_2013, title={Platys: User-centric place recognition}, volume={WS-13-05}, booktitle={AAAI Workshop - Technical Report}, author={Hang, C.-W. and Murukannaiah, P.K. and Singh, M.P.}, year={2013}, pages={14–20} }
 @inproceedings{gerard_telang_kalia_singh_2013, title={Positron: Composing Commitment Protocols}, booktitle={Proceedings of the 1st International Workshop on Engineering Multiagent Systems (EMAS)}, author={Gerard, Scott N. and Telang, Pankaj R. and Kalia, Anup K. and Singh, Munindar P.}, year={2013}, month={May} }
 @inbook{noriega_chopra_fornara_cardoso_singh_2013, place={Dagstuhl, Germany}, title={Regulated MAS: Social Perspective}, volume={4}, DOI={10.4230/DFU.Vol4.12111.93}, booktitle={Normative Multi-Agent Systems}, publisher={Schloss Dagstuhl–Leibniz-Zentrum fuer Informatik}, author={Noriega, Pablo and Chopra, Amit K. and Fornara, Nicoletta and Cardoso, Henrique Lopes and Singh, Munindar P.}, editor={Andrighetto, Giulia and Governatori, Guido and Noriega, Pablo and Torre, Leendert W.N.Editors}, year={2013}, pages={93–133} }
 @article{chopra_artikis_bentahar_colombetti_dignum_fornara_jones_singh_yolum_2013, title={Research directions in agent communication}, volume={4}, ISSN={2157-6904}, url={http://dx.doi.org/10.1145/2438653.2438655}, DOI={10.1145/2438653.2438655}, number={2}, journal={ACM Transactions on Intelligent Systems and Technology}, publisher={Association for Computing Machinery (ACM)}, author={Chopra, Amit K. and Artikis, Alexander and Bentahar, Jamal and Colombetti, Marco and Dignum, Frank and Fornara, Nicoletta and Jones, Andrew J. I. and Singh, Munindar P. and Yolum, Pinar}, year={2013}, month={Mar}, pages={1–23} }
 @article{hang_zhang_singh_2013, title={Shin: Generalized trust propagation with limited evidence}, volume={46}, DOI={10.1109/MC.2012.116}, number={3}, journal={Computer}, author={Hang, C.-W. and Zhang, Z. and Singh, M.P.}, year={2013}, pages={78–85} }
 @article{toit administrative updates_2013, DOI={10.1145/2499926.2499930}, journal={ACM Transactions on Internet Technology}, year={2013} }
 @article{singh_2013, title={TOIT administrative updates}, volume={12}, DOI={10.1145/2499926.2499930}, number={4}, journal={ACM Transactions on Internet Technology}, author={Singh, Munindar P.}, year={2013} }
 @inbook{singh_arrott_balke_chopra_christiaanse_cranefield_dignum_eynard_farcas_fornara_et al._2013, place={Dagstuhl, Germany}, title={The Uses of Norms}, volume={4}, DOI={10.4230/DFU.Vol4.12111.191}, booktitle={Normative Multi-Agent Systems}, publisher={Schloss Dagstuhl–Leibniz-Zentrum fuer Informatik}, author={Singh, Munindar P. and Arrott, Matthew and Balke, Tina and Chopra, Amit K. and Christiaanse, Rob and Cranefield, Stephen and Dignum, Frank and Eynard, Davide and Farcas, Emilia and Fornara, Nicoletta and et al.}, editor={Andrighetto, Giulia and Governatori, Guido and Noriega, Pablo and Torre, Leendert W.N.Editors}, year={2013}, pages={191–229} }
 @inproceedings{sklar_parsons_singh_2013, title={Towards an Argumentation-Based Model of Social Interaction}, booktitle={Proceedings of the 10th International Workshop on Argumentation in Multi-Agent Systems (ArgMAS)}, author={Sklar, Elizabeth I. and Parsons, Simon D. and Singh, Munindar P.}, year={2013}, month={May} }
 @inproceedings{kalia_zhang_singh_2013, title={Trustworthy Decision Making via Commitments}, booktitle={Proceedings of the 15th AAMAS Workshop on Trust in Agent Societies (Trust)}, author={Kalia, Anup K. and Zhang, Zhe and Singh, Munindar P.}, year={2013}, month={May}, pages={24–35} }
 @article{singh_2013, title={Vision for TOIT}, volume={12}, DOI={10.1145/2499926.2499929}, number={4}, journal={ACM Transactions on Internet Technology}, author={Singh, Munindar P.}, year={2013} }
 @article{vision for toit_2013, DOI={10.1145/2499926.2499929}, journal={ACM Transactions on Internet Technology}, year={2013} }
 @article{brazier_dignum_huhns_derksen_dignum_lessner_padget_quillinan_singh_2012, title={Agent-based organisational governance of services}, volume={8}, DOI={10.3233/MGS-2012-0187}, number={1}, journal={Multiagent and Grid Systems}, author={Brazier, F. and Dignum, V. and Huhns, M.N. and Derksen, C. and Dignum, F. and Lessner, T. and Padget, J. and Quillinan, T. and Singh, M.P.}, year={2012}, pages={3–18} }
 @book{parsons_atkinson_haigh_levitt_mcburney_rowe_singh_sklar_2012, title={Argument schemes for reasoning about trust}, volume={245}, DOI={10.3233/978-1-61499-111-3-430}, number={1}, journal={Frontiers in Artificial Intelligence and Applications}, author={Parsons, S. and Atkinson, K. and Haigh, K. and Levitt, K. and McBurney, P. and Rowe, J. and Singh, M.P. and Sklar, E.}, year={2012}, pages={430–441} }
 @inproceedings{hang_kalia_singh_2012, title={Behind the curtain: Service selection via trust in composite services}, DOI={10.1109/ICWS.2012.96}, booktitle={Proceedings - 2012 IEEE 19th International Conference on Web Services, ICWS 2012}, author={Hang, C.-W. and Kalia, A.K. and Singh, M.P.}, year={2012}, pages={9–16} }
 @inproceedings{feng_pelechrinis_krishnamurthy_swami_wu_singh_2012, title={Collaborative assessment of functional reliability in wireless networks}, ISBN={9781467324335 9781467324335 9781467324328}, url={http://dx.doi.org/10.1109/mass.2012.6502543}, DOI={10.1109/MASS.2012.6502543}, booktitle={2012 IEEE 9th International Conference on Mobile Ad-Hoc and Sensor Systems (MASS 2012)}, publisher={IEEE}, author={Feng, Zi and Pelechrinis, Konstantinos and Krishnamurthy, Srikanth and Swami, Ananthram and Wu, Felix and Singh, Munindar P.}, year={2012}, month={Oct}, pages={425–433} }
 @inproceedings{telang_singh_2012, place={Valencia, Spain}, title={Comma: A Commitment-Based Business Modeling Methodology and its Empirical Evaluation}, volume={2}, booktitle={AAMAS '12: Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems}, publisher={IFAAMAS}, author={Telang, Pankaj R. and Singh, Munindar P.}, year={2012}, month={Jun}, pages={1073–1080} }
 @inbook{singh_2012, place={London}, title={Commitments in Multiagent Systems: Some History, Some Confusions, Some Controversies, Some Prospects}, url={https://www.csc2.ncsu.edu/faculty/mpsingh/papers/mas/Commitments-for-MAS.pdf}, booktitle={The Goals of Cognition: Essays in Honour of Cristiano Castelfranchi}, publisher={College Publications}, author={Singh, Munindar P.}, editor={Paglieri, Fabio and Tummolini, Luca and Falcone, Rino and Miceli, MariaEditors}, year={2012}, pages={613–638} }
 @inbook{manavalan_singh_2012, title={Emerging Properties of Knowledge Sharing Referral Networks: Considerations of Effectiveness and Fairness}, volume={6573 LNAI}, ISBN={9783642318085 9783642318092}, ISSN={0302-9743 1611-3349}, url={http://dx.doi.org/10.1007/978-3-642-31809-2_2}, DOI={10.1007/978-3-642-31809-2_2}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Berlin Heidelberg}, author={Manavalan, Priyadarshini and Singh, Munindar P.}, year={2012}, pages={13–23} }
 @article{hang_singh_2012, title={Generalized framework for personalized recommendations in agent networks}, volume={25}, DOI={10.1007/s10458-011-9186-1}, number={3}, journal={Autonomous Agents and Multi-Agent Systems}, author={Hang, C.-W. and Singh, Munindar P.}, year={2012}, pages={475–498} }
 @article{sollenberger_singh_2012, title={Koko: An architecture for affect-aware games}, volume={24}, DOI={10.1007/s10458-010-9160-3}, number={2}, journal={Autonomous Agents and Multi-Agent Systems}, author={Sollenberger, D.J. and Singh, Munindar P.}, year={2012}, pages={255–286} }
 @article{gao_singh_mehra_2012, title={Mining business contracts for service exceptions}, volume={5}, DOI={10.1109/tsc.2011.1}, number={3}, journal={IEEE Transactions on Services Computing}, author={Gao, X. and Singh, Munindar P. and Mehra, P.}, year={2012}, pages={333–344} }
 @article{murukannaiah_singh_2012, title={Platys social: Relating shared places and private social circles}, volume={16}, DOI={10.1109/mic.2011.106}, number={3}, journal={IEEE Internet Computing}, author={Murukannaiah, P.K. and Singh, Munindar P.}, year={2012}, pages={53–59} }
 @book{telang_singh_yorke-smith_2012, title={Relating goal and commitment semantics}, volume={7217 LNAI}, DOI={10.1007/978-3-642-31915-0_2}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Telang, P.R. and Singh, M.P. and Yorke-Smith, N.}, year={2012}, pages={22–37} }
 @inproceedings{singh_2012, place={Valencia, Spain}, title={Semantics and Verification of Information-Based Protocols}, volume={2}, booktitle={AAMAS '12: Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems}, publisher={IFAAMAS}, author={Singh, Munindar P.}, year={2012}, month={Jun}, pages={1149–1156} }
 @article{telang_singh_2012, title={Specifying and verifying cross-organizational business models: An agent-oriented approach}, volume={5}, DOI={10.1109/TSC.2011.4}, number={3}, journal={IEEE Transactions on Services Computing}, author={Telang, P.R. and Singh, M.P.}, year={2012}, pages={305–318} }
 @book{chopra_singh_2012, title={The evolution of interoperability}, volume={7169 LNAI}, DOI={10.1007/978-3-642-29113-5_8}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Chopra, A.K. and Singh, M.P.}, year={2012}, pages={90–94} }
 @book{tang_hang_parsons_singh_2012, title={Towards argumentation with symbolic dempster-shafer evidence}, volume={245}, DOI={10.3233/978-1-61499-111-3-462}, number={1}, journal={Frontiers in Artificial Intelligence and Applications}, author={Tang, Y. and Hang, C.-W. and Parsons, S. and Singh, M.}, year={2012}, pages={462–469} }
 @inproceedings{adalı_wallace_qi_vijayakumar_singh_2011, place={Taipei}, title={A Unified Framework for Trust in Composite Networks}, booktitle={Proceedings of the 13th Autonomous Agents & Multi-Agent Systems Workshop on Trust in Agent Societies}, author={Adalı, Sibel and Wallace, William A. and Qi, Yi and Vijayakumar, Priyankaa and Singh, Munindar P.}, year={2011}, pages={1–12} }
 @article{wang_hang_singh_2011, title={A probabilistic approach for maintaining trust based on evidence}, volume={40}, DOI={10.1613/jair.3108}, journal={Journal of Artificial Intelligence Research}, author={Wang, Y. and Hang, C.-W. and Singh, Munindar P.}, year={2011}, pages={221–267} }
 @book{chopra_oren_modgil_desai_miles_luck_singh_2011, title={Analyzing contract robustness through a model of commitments}, volume={6788 LNCS}, DOI={10.1007/978-3-642-22636-6_2}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Chopra, A.K. and Oren, N. and Modgil, S. and Desai, N. and Miles, S. and Luck, M. and Singh, M.P.}, year={2011}, pages={17–36} }
 @inproceedings{chopra_singh_2011, title={Colaba: Collaborative design of cross-organizational processes}, DOI={10.1109/RESS.2011.6043928}, booktitle={2011 Workshop on Requirements Engineering for Systems, Services and Systems-of-Systems, RESS 2011 - Workshop Co-located with the 19th IEEE International Requirements Engineering Conference}, author={Chopra, A.K. and Singh, M.P.}, year={2011}, pages={36–43} }
 @inproceedings{marengo_baldoni_chopra_baroglio_patti_singh_2011, place={Taipei}, title={Commitments with Regulations: Reasoning about Safety and Control in R EGULA}, booktitle={Proceedings of the 10th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS)}, publisher={IFAAMAS}, author={Marengo, Elisa and Baldoni, Matteo and Chopra, Amit K. and Baroglio, Cristina and Patti, Viviana and Singh, Munindar P.}, year={2011}, month={May}, pages={467–474} }
 @inproceedings{marengo_baldoni_baroglio_chopra_patti_singh_2011, title={Commitments with regulations: Reasoning about safety and control in REGULA}, volume={1}, booktitle={10th International Conference on Autonomous Agents and Multiagent Systems 2011, AAMAS 2011}, author={Marengo, E. and Baldoni, M. and Baroglio, C. and Chopra, A.K. and Patti, V. and Singh, M.P.}, year={2011}, pages={433–440} }
 @book{el fallah-seghrouchni_gomez-sanz_singh_2011, title={Formal methods in agent-oriented software engineering}, volume={6038 LNCS}, DOI={10.1007/978-3-642-19208-1_15}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={El Fallah-Seghrouchni, A. and Gomez-Sanz, J.J. and Singh, M.P.}, year={2011}, pages={213–228} }
 @inproceedings{singh_2011, title={Information-driven interaction-oriented programming: BSPL, the blindingly simple protocol language}, volume={1}, booktitle={10th International Conference on Autonomous Agents and Multiagent Systems 2011, AAMAS 2011}, author={Singh, M.P.}, year={2011}, pages={457–464} }
 @article{hazard_singh_2011, title={Intertemporal discount factors as a measure of trustworthiness in electronic commerce}, volume={23}, DOI={10.1109/tkde.2010.141}, number={5}, journal={IEEE Transactions on Knowledge and Data Engineering}, author={Hazard, C.J. and Singh, Munindar P.}, year={2011}, pages={699–712} }
 @inproceedings{sollenberger_singh_2011, place={Taipei}, title={Kokomo: An empirically evaluated methodology for affective applications}, volume={1}, booktitle={Proceedings of the 10th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS)}, publisher={IFAAMAS}, author={Sollenberger, Derek J. and Singh, Munindar P.}, year={2011}, month={May}, pages={293–300} }
 @inproceedings{singh_2011, title={LoST: Local State Transfer: An architectural style for the distributed enactment of business protocols}, DOI={10.1109/ICWS.2011.48}, booktitle={Proceedings - 2011 IEEE 9th International Conference on Web Services, ICWS 2011}, author={Singh, M.P.}, year={2011}, pages={57–64} }
 @inproceedings{sollenberger_singh_2011, title={Methodology for engineering affective social applications}, volume={6038}, booktitle={Agent-oriented software engineering x}, author={Sollenberger, D. J. and Singh, M. P.}, year={2011}, pages={97–109} }
 @book{sollenberger_singh_2011, title={Methodology for engineering affective social applications}, volume={6038 LNCS}, DOI={10.1007/978-3-642-19208-1_7}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Sollenberger, D.J. and Singh, M.P.}, year={2011}, pages={97–109} }
 @article{singh_2011, title={Self-renewing applications}, volume={15}, DOI={10.1109/mic.2011.95}, number={4}, journal={IEEE Internet Computing}, author={Singh, Munindar P.}, year={2011}, pages={3–5} }
 @inproceedings{chopra_singh_2011, place={Taipei}, title={Specifying and Applying Commitment-Based Business Patterns}, volume={1}, booktitle={AAMAS '11: Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems}, publisher={IFAAMAS}, author={Chopra, Amit K. and Singh, Munindar P.}, year={2011}, month={May}, pages={475–482} }
 @inproceedings{singh_2011, place={Taipei}, title={Trust as Dependence: A Logical Approach}, volume={2}, booktitle={AAMAS '11: Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems}, publisher={IFAAMAS}, author={Singh, Munindar P.}, year={2011}, month={May}, pages={863–870} }
 @article{hang_singh_2011, title={Trustworthy Service Selection and Composition}, volume={6}, ISSN={1556-4665}, url={http://dx.doi.org/10.1145/1921641.1921646}, DOI={10.1145/1921641.1921646}, number={1}, journal={ACM Transactions on Autonomous and Adaptive Systems}, publisher={Association for Computing Machinery (ACM)}, author={Hang, Chung-Wei and Singh, Munindar P.}, year={2011}, month={Feb}, pages={1–17} }
 @inproceedings{telang_singh_2010, place={Toronto}, title={Abstracting Business Modeling Patterns from Rosetta-Net}, booktitle={Proceedings of the 8th AAMAS Workshop on Service-Oriented Computing: Agents, Semantics, and Engineering (SOCASE)}, author={Telang, Pankaj R. and Singh, Munindar P.}, year={2010}, pages={83–96} }
 @inbook{telang_singh_2010, title={Abstracting and Applying Business Modeling Patterns from RosettaNet}, volume={6470 LNCS}, ISBN={9783642173578 9783642173585}, ISSN={0302-9743 1611-3349}, url={http://dx.doi.org/10.1007/978-3-642-17358-5_29}, DOI={10.1007/978-3-642-17358-5_29}, booktitle={Service-Oriented Computing}, publisher={Springer Berlin Heidelberg}, author={Telang, Pankaj R. and Singh, Munindar P.}, year={2010}, pages={426–440} }
 @inproceedings{hazard_singh_2010, place={Toronto}, title={An Architectural Approach to Combining Trust and Reputation}, booktitle={Proceedings of the 9th Autonomous Agents and Multiagent Systems, the 13th International Workshop on Trust in Agent Societies}, publisher={AAMAS}, author={Hazard, Christopher J. and Singh, Munindar P.}, editor={van der Hoek, Wiebe and Kaminka, Gal A. and Lesperance, Yves and Luck, Michael and Sen, SandipEditors}, year={2010}, pages={83–93} }
 @book{singh_chopra_2010, title={Correctness properties for multiagent systems}, volume={5948 LNAI}, DOI={10.1007/978-3-642-11355-0_12}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Singh, M.P. and Chopra, A.K.}, year={2010}, pages={192–207} }
 @inbook{chopra_singh_2010, title={Elements of a Business-Level Architecture for Multiagent Systems}, volume={5919 LNAI}, ISBN={9783642148422 9783642148439}, ISSN={0302-9743 1611-3349}, url={http://dx.doi.org/10.1007/978-3-642-14843-9_2}, DOI={10.1007/978-3-642-14843-9_2}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Berlin Heidelberg}, author={Chopra, Amit K. and Singh, Munindar P.}, year={2010}, pages={15–30} }
 @article{wang_singh_2010, title={Evidence-based trust: A mathematical model geared for multiagent systems}, volume={5}, DOI={10.1145/1867713.1867715}, number={4}, journal={ACM Transactions on Autonomous and Adaptive Systems}, author={Wang, Y. and Singh, Munindar P.}, year={2010} }
 @book{hang_singh_2010, title={From quality to utility: Adaptive service selection framework}, volume={6470 LNCS}, DOI={10.1007/978-3-642-17358-5_31}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Hang, C.-W. and Singh, M.P.}, year={2010}, pages={456–470} }
 @inproceedings{brazier_dignum_dignum_huhns_lessner_padget_quillinan_singh_2010, place={Toronto}, title={Governance of Services: A Natural Function for Agents}, booktitle={Proceedings of the 8th AAMAS Workshop on Service-Oriented Computing: Agents, Semantics, and Engineering (SOCASE)}, author={Brazier, Frances and Dignum, Frank and Dignum, Virginia and Huhns, Michael N. and Lessner, Tim and Padget, Julian and Quillinan, Thomas and Singh, Munindar P.}, year={2010}, pages={8–22} }
 @inproceedings{brazier_dignum_dignum_huhns_lessner_padget_quillinan_singh_2010, title={Governance of services: A natural function for agents}, booktitle={Belgian/Netherlands Artificial Intelligence Conference}, author={Brazier, F.M. and Dignum, F. and Dignum, V. and Huhns, M.H. and Lessner, T. and Padget, J. and Quillinan, T. and Singh, M.P.}, year={2010} }
 @inproceedings{elmessiry_gao_singh_2010, title={Incorporating expectations as a basis for business service selection}, volume={6470}, booktitle={Service-oriented computing}, author={ElMessiry, A. M. and Gao, X. B. and Singh, M. P.}, year={2010}, pages={486–500} }
 @book{elmessiry_gao_singh_2010, title={Incorporating expectations as a basis for business service selection}, volume={6470 LNCS}, DOI={10.1007/978-3-642-17358-5_33}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={ElMessiry, A.M. and Gao, X. and Singh, M.P.}, year={2010}, pages={486–500} }
 @inproceedings{udupi_singh_2010, title={Information sharing among autonomous agents in referral networks}, volume={5319}, booktitle={Agents and peer-to-peer computing}, author={Udupi, Y. B. and Singh, M. P.}, year={2010}, pages={13–26} }
 @book{udupi_singh_2010, title={Information sharing among autonomous agents in referral networks}, volume={5319 LNAI}, DOI={10.1007/978-3-642-11368-0_2}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Udupi, Y.B. and Singh, M.P.}, year={2010}, pages={13–26} }
 @article{cerf_singh_2010, title={Internet predictions}, volume={14}, DOI={10.1109/mic.2010.11}, number={1}, journal={IEEE Internet Computing}, author={Cerf, V.G. and Singh, Munindar P.}, year={2010}, pages={10–11} }
 @article{multidisciplinary views of business contracts_2010, DOI={10.1007/978-3-642-17358-5_76}, journal={Lecture Notes in Computer Science}, year={2010} }
 @inproceedings{singh_desai_2010, title={Multidisciplinary views of business contracts}, volume={6470}, booktitle={Service-oriented computing}, author={Singh, M. P. and Desai, N.}, year={2010}, pages={730–730} }
 @article{boella_pigozzi_singh_verhagen_2010, title={Normative multiagent systems: Guest editors' introduction}, volume={18}, DOI={10.1093/jigpal/jzp079}, number={1}, journal={Logic Journal of the IGPL}, author={Boella, G. and Pigozzi, G. and Singh, Munindar P. and Verhagen, H.}, year={2010}, pages={1–3} }
 @article{programming multiagent systems without programming agents_2010, DOI={10.1145/1754288.1754302}, journal={Lecture Notes in Computer Science}, year={2010} }
 @inproceedings{singh_chopra_2010, title={Programming multiagent systems without programming agents}, volume={5919}, booktitle={Programming multi-agent systems}, author={Singh, M. P. and Chopra, A. K.}, year={2010}, pages={1–14} }
 @book{singh_chopra_2010, title={Programming multiagent systems without programming agents}, volume={5919 LNAI}, DOI={10.1007/978-3-642-14843-9_1}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Singh, M.P. and Chopra, A.K.}, year={2010}, pages={1–14} }
 @inproceedings{gerard_singh_2010, place={Toronto}, title={Protocol Refinement: Formalization and Verification}, booktitle={Proceedings of the AAMAS Workshop on Agent Communication (AC)}, author={Gerard, Scott N. and Singh, Munindar P.}, year={2010}, pages={19–36} }
 @book{chopra_mylopoulos_dalpiaz_giorgini_singh_2010, title={Requirements as goals and commitments too}, DOI={10.1007/978-3-642-12544-7_8}, journal={Intentional Perspectives on Information Systems Engineering}, author={Chopra, A.K. and Mylopoulos, J. and Dalpiaz, F. and Giorgini, P. and Singh, M.P.}, year={2010}, pages={137–153} }
 @inproceedings{hang_singh_2010, place={Toronto}, title={Trust-based Recommendation Based on Graph Similarity}, booktitle={Proceedings of the 9th Autonomous Agents and Multi-Agent Systems, 13th International Workshop on Trust in Agent Societies}, publisher={AAMAS}, author={Hang, Chung-Wei and Singh, Munindar P.}, editor={van der Hoek, Wiebe and Kaminka, Gal A. and Lesperance, Yves and Luck, Michael and Sen, SandipEditors}, year={2010}, pages={71–81} }
 @article{desai_chopra_singh_2009, title={Amoeba: A methodology for modeling and evolving cross-organizational business processes}, volume={19}, DOI={10.1145/1571629.1571632}, number={2}, journal={ACM Transactions on Software Engineering and Methodology}, author={Desai, N. and Chopra, A.K. and Singh, Munindar P.}, year={2009} }
 @inproceedings{sollenberger_singh_2009, title={Architecture for affective social games}, volume={5920}, booktitle={Agents for games and simulations: trends in techniques, concepts and design}, author={Sollenberger, D. J. and Singh, M. P.}, year={2009}, pages={79–94} }
 @book{sollenberger_singh_2009, title={Architecture for affective social games}, volume={5920 LNAI}, DOI={10.1007/978-3-642-11198-3_6}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Sollenberger, D.J. and Singh, M.P.}, year={2009}, pages={79–94} }
 @inproceedings{telang_singh_2009, title={Business modeling via commitments}, volume={5907}, booktitle={Service-oriented computing: agents, semantics, and engineering, proceedings}, author={Telang, P. R. and Singh, M. P.}, year={2009}, pages={111–125} }
 @book{telang_singh_2009, title={Business modeling via commitments}, volume={5907 LNCS}, DOI={10.1007/978-3-642-10739-9_9}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Telang, P.R. and Singh, M.P.}, year={2009}, pages={111–125} }
 @inproceedings{baldoni_desai_baroglio_patti_chopra_singh_2009, title={Choice, interoperability, and conformance in interaction protocols and service choreographies}, volume={1}, booktitle={Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS}, author={Baldoni, M. and Desai, N. and Baroglio, C. and Patti, V. and Chopra, A.K. and Singh, M.P.}, year={2009}, pages={608–615} }
 @article{singh_chopra_desai_2009, title={Commitment-based service-oriented architecture}, volume={42}, DOI={10.1109/MC.2009.347}, number={11}, journal={Computer}, author={Singh, Munindar P. and Chopra, A.K. and Desai, N.}, year={2009}, pages={72–79} }
 @article{enhancing tropos with commitments a business metamodel and methodology_2009, journal={Lecture Notes in Computer Science}, year={2009} }
 @book{telang_singh_2009, title={Enhancing tropos with commitments a business metamodel and methodology}, volume={5600 LNCS}, DOI={10.1007/978-3-642-02463-4_22}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Telang, P.R. and Singh, M.P.}, year={2009}, pages={417–435} }
 @inproceedings{udupi_singh_2009, title={Formal aspects of classifying and selecting business services}, volume={2}, booktitle={Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS}, author={Udupi, Y.B. and Singh, M.P.}, year={2009}, pages={1296–1297} }
 @article{integrating marine observatories into a system-of-systems: messaging in the us ocean observatories initiative_2009, journal={OCEANS - ANCHORAGE}, year={2009} }
 @inproceedings{arrott_chave_farcas_farcas_kleinert_krueger_meisinger_orcutt_peach_schofield_et al._2009, title={Integrating marine observatories into a system-of-systems: Messaging in the US ocean observatories initiative}, booktitle={MTS/IEEE Biloxi - Marine Technology for Our Future: Global and Local Challenges, OCEANS 2009}, author={Arrott, M. and Chave, A.D. and Farcas, C. and Farcas, E. and Kleinert, J.E. and Krueger, I. and Meisinger, M. and Orcutt, J.A. and Peach, C. and Schofield, O. and et al.}, year={2009} }
 @inproceedings{sollenberger_singh_2009, title={Koko: Architecture and methodology for engineering social affective applications}, volume={2}, booktitle={Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS}, author={Sollenberger, D.J. and Singh, M.P.}, year={2009}, pages={1174–1175} }
 @inproceedings{sollenberger_singh_2009, title={Koko: Engineering affective applications}, volume={2}, booktitle={Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS}, author={Sollenberger, D.J. and Singh, M.P.}, year={2009}, pages={1451–1452} }
 @book{torroni_yolum_singh_alberti_chesani_gavanelli_lamma_mello_2009, title={Modelling interactions via commitments and expectations}, DOI={10.4018/978-1-60566-256-5.ch011}, journal={Handbook of Research on Multi-Agent Systems: Semantics and Dynamics of Organizational Models}, author={Torroni, P. and Yolum, P. and Singh, M.P. and Alberti, M. and Chesani, F. and Gavanelli, M. and Lamma, E. and Mello, P.}, year={2009}, pages={263–284} }
 @inproceedings{chopra_singh_2009, place={Budapest}, title={Multiagent Commitment Alignment}, volume={1}, booktitle={Proceedings of the 8th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS)}, publisher={IFAAMAS}, author={Chopra, Amit K. and Singh, Munindar P.}, year={2009}, month={May}, pages={937–944} }
 @inproceedings{hang_wang_singh_2009, place={Budapest}, title={Operators for Propagating Trust and their Evaluation in Social Networks}, volume={2}, booktitle={Proceedings of the 8th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS)}, publisher={IFAAMAS}, author={Hang, Chung-Wei and Wang, Yonghong and Singh, Munindar P.}, year={2009}, month={May}, pages={1025–1032} }
 @inproceedings{hang_singh_2009, title={Selecting Trustworthy Services: Learning a Bayesian Network}, booktitle={Workshop on Trust in Agent Societies, Seventh International Conference on Autonomous Agents & Multi-Agent Systems}, publisher={AAMAS}, author={Hang, Chung-Wei and Singh, Munindar P.}, year={2009} }
 @inproceedings{hang_wang_singh_2008, title={An adaptive probabilistic trust model and its evaluation}, volume={3}, booktitle={Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS}, author={Hang, C.-W. and Wang, Y. and Singh, M.P.}, year={2008}, pages={1449–1452} }
 @inproceedings{desai_narendra_singh_2008, place={Estoril, Portugal}, title={Checking Correctness of Business Contracts via Commitments}, volume={2}, booktitle={Proceedings of the 7th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS)}, publisher={IFAAMAS}, author={Desai, Nirmit and Narendra, Nanjangud C. and Singh, Munindar P.}, year={2008}, month={May}, pages={787–794} }
 @inproceedings{chopra_singh_2008, place={Estoril, Portugal}, title={Constitutive Interoperability}, volume={2}, booktitle={Proceedings of the 7th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS)}, publisher={IFAAMAS}, author={Chopra, Amit K. and Singh, Munindar P.}, year={2008}, month={May}, pages={797–804} }
 @inproceedings{udupi_singh_2008, title={Design patterns for policy-based service engagements}, DOI={10.1109/POLICY.2008.38}, booktitle={Proceedings - 2008 IEEE Workshop on Policies for Distributed Systems and Networks, POLICY 2008}, author={Udupi, Y.B. and Singh, M.P.}, year={2008}, pages={97–100} }
 @inproceedings{huai_shan_singh_zhang_casati_hsu_2008, title={ICWS 2008: Message from the program chairs}, DOI={10.1109/ICWS.2008.5}, booktitle={Proceedings of the IEEE International Conference on Web Services, ICWS 2008}, author={Huai, J. and Shan, M.C. and Singh, M.P. and Zhang, J. and Casati, F. and Hsu, M.}, year={2008} }
 @article{chakravarty_singh_2008, title={Incorporating events into cross-organizational business processes}, volume={12}, DOI={10.1109/MIC.2008.35}, number={2}, journal={IEEE Internet Computing}, author={Chakravarty, P. and Singh, Munindar P.}, year={2008}, pages={46–53} }
 @book{chopra_singh_2008, title={Interoperation in protocol enactment}, volume={4897 LNAI}, DOI={10.1007/978-3-540-77564-5_3}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Chopra, A.K. and Singh, M.P.}, year={2008}, pages={36–49} }
 @inproceedings{desai_singh_2008, title={On the enactability of business protocols}, volume={2}, booktitle={Proceedings of the National Conference on Artificial Intelligence}, author={Desai, N. and Singh, M.P.}, year={2008}, pages={1126–1131} }
 @inproceedings{boella_pigozzi_singh_verhagen_2008, place={Luxembourg}, title={Proceedings of the 3rd International Workshop on Normative Multiagent Systems (NorMAS)}, year={2008}, month={Jul} }
 @inproceedings{singh_2008, title={Semantical considerations on dialectical and practical commitments}, volume={1}, booktitle={Proceedings of the National Conference on Artificial Intelligence}, author={Singh, M.P.}, year={2008}, pages={176–181} }
 @inproceedings{falcone_barber_sabater-mir_singh_2008, place={Heidelberg}, series={Lecture Notes in Computer Science}, title={Trust in Agent Societies: 11th International Workshop, TRUST 2008, Estoril, Portugal, May 12 -13, 2008. Revised Selected and Invited Papers}, DOI={10.1007/978-3-540-92803-4}, publisher={Springer}, year={2008}, collection={Lecture Notes in Computer Science} }
 @article{ripeanu_singh_vazhkudai_2008, title={Virtual organizations}, volume={12}, DOI={10.1109/mic.2008.48}, number={2}, journal={IEEE Internet Computing}, author={Ripeanu, M. and Singh, Munindar P. and Vazhkudai, S.S.}, year={2008}, pages={10–12} }
 @inproceedings{desai_singh_2007, title={A modular action description language for protocol composition}, volume={2}, booktitle={Proceedings of the National Conference on Artificial Intelligence}, author={Desai, N. and Singh, M.P.}, year={2007}, pages={962–967} }
 @article{mallya_singh_2007, title={An algebra for commitment protocols}, volume={14}, DOI={10.1007/s10458-006-7232-1}, number={2}, journal={Autonomous Agents and Multi-Agent Systems}, author={Mallya, A.U. and Singh, Munindar P.}, year={2007}, pages={143–163} }
 @inproceedings{chakravarty_singh_2007, title={An event-driven approach for agent-based business process enactment}, DOI={10.1145/1329125.1329383}, booktitle={Proceedings of the International Conference on Autonomous Agents}, author={Chakravarty, P. and Singh, M.P.}, year={2007}, pages={1269–1271} }
 @inproceedings{chopra_singh_2007, title={Choice and interoperation in protocol enactment}, DOI={10.1145/1329125.1329161}, booktitle={Proceedings of the International Conference on Autonomous Agents}, author={Chopra, A.K. and Singh, M.P.}, year={2007}, pages={132–134} }
 @inproceedings{udupi_singh_2007, title={Dynamics of contracts-based organizations: A formal approach based on institutions}, DOI={10.1145/1329125.1329149}, booktitle={Proceedings of the International Conference on Autonomous Agents}, author={Udupi, Y.B. and Singh, M.P.}, year={2007}, pages={82–84} }
 @inproceedings{yolum_singh_2007, title={Enacting protocols by commitment concession}, DOI={10.1145/1329125.1329158}, booktitle={Proceedings of the International Conference on Autonomous Agents}, author={Yolum, P. and Singh, M.P.}, year={2007}, pages={116–123} }
 @inproceedings{desai_chopra_arrott_spechte_singh_2007, title={Engineering foreign exchange processes via commitment protocols}, DOI={10.1109/SCC.2007.58}, booktitle={Proceedings - 2007 IEEE International Conference on Services Computing, SCC 2007}, author={Desai, N. and Chopra, A.K. and Arrott, M. and Spechte, B. and Singh, M.P.}, year={2007}, pages={514–521} }
 @article{formal trust model for multiagent systems_2007, journal={20TH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE}, year={2007} }
 @inproceedings{wang_singh_2007, title={Formal trust model for multiagent systems}, booktitle={IJCAI International Joint Conference on Artificial Intelligence}, author={Wang, Y. and Singh, M.P.}, year={2007}, pages={1551–1556} }
 @article{formalizing communication protocols for multiagent systems_2007, journal={20TH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE}, year={2007} }
 @inproceedings{singh_2007, title={Formalizing communication protocols for multiagent systems}, booktitle={IJCAI International Joint Conference on Artificial Intelligence}, author={Singh, M.P.}, year={2007}, pages={1519–1524} }
 @inproceedings{udupi_singh_2007, title={Governance of cross-organizational service agreements: A policy-based approach}, DOI={10.1109/SCC.2007.63}, booktitle={Proceedings - 2007 IEEE International Conference on Services Computing, SCC 2007}, author={Udupi, Y.B. and Singh, M.P.}, year={2007}, pages={36–43} }
 @article{governance of cross-organizational service agreements: a policy-based approach_2007, journal={IEEE INTERNATIONAL CONFERENCE ON SERVICES COMPUTING, PROCEEDINGS}, year={2007} }
 @inproceedings{udupi_singh_2007, title={InterPol: A policy framework for managing trust and privacy in referral networks}, DOI={10.1145/1329125.1329332}, booktitle={Proceedings of the International Conference on Autonomous Agents}, author={Udupi, Y.B. and Singh, M.P.}, year={2007}, pages={1095–1097} }
 @article{fisher_singh_spears_wooldridge_2007, title={Logic-Based Agent Verification}, volume={5}, DOI={10.1016/j.jal.2005.12.012}, number={2}, journal={Journal of Applied Logic}, author={Fisher, M. and Singh, M. and Spears, D. and Wooldridge, M.}, year={2007}, pages={193–195} }
 @inproceedings{desai_chopra_singh_2007, title={Representing and reasoning about commitments in business processes}, volume={2}, booktitle={Proceedings of the National Conference on Artificial Intelligence}, author={Desai, N. and Chopra, A.K. and Singh, M.P.}, year={2007}, pages={1328–1333} }
 @inproceedings{desai_cheng_chopra_singh_2007, title={Toward verification of commitment protocols and their compositions}, DOI={10.1145/1329125.1329165}, booktitle={Proceedings of the International Conference on Autonomous Agents}, author={Desai, N. and Cheng, Z. and Chopra, A.K. and Singh, M.P.}, year={2007}, pages={144–146} }
 @inproceedings{desai_chopra_singh_2006, title={An overview of business process adaptations via protocols}, volume={2006}, DOI={10.1145/1160633.1160879}, booktitle={Proceedings of the International Conference on Autonomous Agents}, author={Desai, N. and Chopra, A.K. and Singh, M.P.}, year={2006}, pages={1326–1328} }
 @inproceedings{desai_chopra_singh_2006, title={Business process adaptations via protocols}, DOI={10.1109/SCC.2006.30}, booktitle={Proceedings - 2006 IEEE International Conference on Services Computing, SCC 2006}, author={Desai, N. and Chopra, A.K. and Singh, M.P.}, year={2006}, pages={103–110} }
 @inproceedings{chopra_singh_2006, title={Contextualizing commitment protocols}, volume={2006}, DOI={10.1145/1160633.1160884}, booktitle={Proceedings of the International Conference on Autonomous Agents}, author={Chopra, A.K. and Singh, M.P.}, year={2006}, pages={1345–1352} }
 @inproceedings{udupi_singh_2006, title={Contract enactment in virtual organizations: A commitment-based approach}, volume={1}, booktitle={Proceedings of the National Conference on Artificial Intelligence}, author={Udupi, Y.B. and Singh, M.P.}, year={2006}, pages={722–727} }
 @book{mallya_singh_2006, title={Incorporating commitment protocols into Tropos}, volume={3950 LNCS}, ISBN={3540340971}, DOI={10.1007/11752660_6}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, publisher={Berlin: Springer}, author={Mallya, A.U. and Singh, Munindar P.}, year={2006}, pages={69–80} }
 @article{incorporating commitment protocols into tropos_2006, DOI={10.1007/11752660_6}, journal={Lecture Notes in Computer Science}, year={2006} }
 @article{interaction-oriented programming: concepts, theories, and results on commitment protocols_2006, DOI={10.1007/11941439_3}, journal={Lecture Notes in Computer Science}, year={2006} }
 @inbook{mallya_singh_2006, place={Berlin Heidelberg}, series={Lecture Notes in Computer Science}, title={Introducing Preferences into Commitment Protocols}, ISBN={9783540681427 9783540681434}, ISSN={0302-9743 1611-3349}, url={http://dx.doi.org/10.1007/978-3-540-68143-4_10}, DOI={10.1007/978-3-540-68143-4_10}, booktitle={Agent Communication II}, publisher={Springer}, author={Mallya, Ashok U. and Singh, Munindar P.}, editor={Dignum, Frank P.M. and van Eijk, Roger M. and Flores, RobertoEditors}, year={2006}, pages={136–149}, collection={Lecture Notes in Computer Science} }
 @book{mallya_singh_2006, title={Introducing preferences into commitment protocols}, volume={3859 LNAI}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Mallya, A.U. and Singh, M.P.}, year={2006}, pages={136–149} }
 @inproceedings{udupi_singh_2006, title={Multiagent policy architecture for virtual business organizations}, DOI={10.1109/SCC.2006.75}, booktitle={Proceedings - 2006 IEEE International Conference on Services Computing, SCC 2006}, author={Udupi, Y.B. and Singh, M.P.}, year={2006}, pages={44–51} }
 @inbook{desai_mallya_chopra_singh_2006, place={Berlin Heidelberg}, series={Lecture Notes in Computer Science}, title={OWL-P: A Methodology for Business Process Development}, volume={3529 LNAI}, ISBN={9783540482918 9783540482925}, ISSN={0302-9743 1611-3349}, url={http://dx.doi.org/10.1007/11916291_6}, DOI={10.1007/11916291_6}, booktitle={Agent-Oriented Information Systems III. AOIS 2005}, publisher={Springer}, author={Desai, Nirmit and Mallya, Ashok U. and Chopra, Amit K. and Singh, Munindar P.}, editor={Kolp, M. and Bresciani, P. and Henderson-Sellers, B. and Winikoff, M.Editors}, year={2006}, pages={79–94}, collection={Lecture Notes in Computer Science} }
 @inbook{chopra_singh_2006, title={Producing Compliant Interactions: Conformance, Coverage, and Interoperability}, ISBN={9783540689591 9783540689614}, ISSN={0302-9743 1611-3349}, url={http://dx.doi.org/10.1007/11961536_1}, DOI={10.1007/11961536_1}, booktitle={Declarative Agent Languages and Technologies IV}, publisher={Springer Berlin Heidelberg}, author={Chopra, Amit K. and Singh, Munindar P.}, year={2006}, pages={1–15} }
 @article{koenig_kraus_singh_wooldridge_2006, title={Report on the fourth international joint conference on Autonomous Agents and Multiagent Systems (AAMAS 2005)}, volume={27}, number={1}, journal={AI Magazine}, author={Koenig, S. and Kraus, S. and Singh, M.P. and Wooldridge, M.}, year={2006}, pages={103–107} }
 @article{secure data management in reactive sensor networks_2006, DOI={10.1007/11961635_16}, journal={Lecture Notes in Computer Science}, year={2006} }
 @book{singh_huhns_2006, title={Service-Oriented Computing: Semantics, Processes, Agents}, ISBN={0470091487}, DOI={10.1002/0470091509}, journal={Service-Oriented Computing: Semantics, Processes, Agents}, publisher={Chichester; Hoboken, NJ: Wiley}, author={Singh, Munindar P. and Huhns, M.N.}, year={2006}, pages={1–549} }
 @inproceedings{mallya_singh_2006, title={Specifying and resolving preferences among agent interaction patterns}, volume={2006}, DOI={10.1145/1160633.1160886}, booktitle={Proceedings of the International Conference on Autonomous Agents}, author={Mallya, A.U. and Singh, M.P.}, year={2006}, pages={1361–1368} }
 @inproceedings{wang_singh_2006, title={Trust representation and aggregation in a distributed agent system}, volume={2}, booktitle={Proceedings of the National Conference on Artificial Intelligence}, author={Wang, Y. and Singh, M.P.}, year={2006}, pages={1425–1430} }
 @article{mallya_singh_2005, title={A semantic approach for designing commitment protocols}, volume={3396}, ISBN={3540250158}, DOI={10.1007/978-3-540-32258-0_3}, journal={Lecture Notes in Computer Science}, publisher={Berlin; New York: Springer}, author={Mallya, A. U. and Singh, Munindar P.}, editor={Eijk, M-P. Huget and Dignum, F.Editors}, year={2005}, pages={33–49} }
 @inproceedings{mallya_singh_2005, title={A semantic approach for designing commitment protocols}, volume={3396}, booktitle={Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)}, author={Mallya, A.U. and Singh, M.P.}, year={2005}, pages={33–49} }
 @article{mallya_singh_2005, title={A semantic approach for designing e-business protocols}, volume={3387}, ISBN={3540243283}, DOI={10.1007/978-3-540-30581-1_10}, journal={IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES, PROCEEDINGS}, publisher={Berlin; New York: Springer}, author={Mallya, A. U. and Singh, Munindar P.}, editor={J. Cardoso and Sheth, A.Editors}, year={2005}, pages={111–123} }
 @inproceedings{mallya_singh_2005, title={A semantic approach for designing e-business protocols}, volume={3387}, booktitle={Lecture Notes in Computer Science}, author={Mallya, A.U. and Singh, M.P.}, year={2005}, pages={111–123} }
 @inproceedings{maximilien_singh_2005, title={Agent-based trust model involving multiple qualities}, ISBN={1595930930}, url={http://dx.doi.org/10.1145/1082473.1082552}, DOI={10.1145/1082473.1082552}, booktitle={Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems  - AAMAS '05}, publisher={ACM Press}, author={Maximilien, E. Michael and Singh, Munindar P.}, year={2005}, pages={653–660} }
 @book{moro_sartori_singh_2005, place={Berlin Heidelberg}, series={Lecture Notes in Computer Science}, title={Agents and Peer-to-Peer Computing}, ISBN={9783540240532 9783540258407}, ISSN={0302-9743 1611-3349}, url={http://dx.doi.org/10.1007/b104265}, DOI={10.1007/b104265}, publisher={Springer}, year={2005}, collection={Lecture Notes in Computer Science} }
 @inproceedings{singh_lei_2005, title={An evaluation of e-business metamodels}, booktitle={17th International Conference on Software Engineering and Knowledge Engineering, SEKE 2005}, author={Singh, M.P. and Lei, Y.}, year={2005}, pages={88–93} }
 @article{wan_singh_2005, title={Analyzing multiparty agreements with commitments}, volume={3508}, ISBN={3540259112}, DOI={10.1007/11426714_6}, journal={Lecture Notes in Computer Science}, publisher={Berlin; New York: Springer}, author={Wan, F. and Singh, Munindar P.}, year={2005}, pages={85–96} }
 @book{wan_singh_2005, title={Analyzing multiparty agreements with commitments}, volume={3508 LNAI}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Wan, F. and Singh, M.P.}, year={2005}, pages={85–96} }
 @article{wan_singh_2005, title={Enabling persistent Web services via commitments}, volume={6}, DOI={10.1007/s10799-004-7774-3}, number={1}, journal={Information Technology and Management}, author={Wan, F. and Singh, M.P.}, year={2005}, pages={41–60} }
 @article{yolum_singh_2005, title={Engineering self-organizing referral networks for trustworthy service selection}, volume={35}, DOI={10.1109/tsmca.2005.846401}, number={3}, journal={IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans.}, author={Yolum, P. and Singh, Munindar P.}, year={2005}, pages={396–407} }
 @inproceedings{wan_singh_2005, title={Formalizing and achieving multiparty agreements via commitments}, ISBN={1595930930}, url={http://dx.doi.org/10.1145/1082473.1082591}, DOI={10.1145/1082473.1082591}, booktitle={Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems  - AAMAS '05}, publisher={ACM Press}, author={Wan, Feng and Singh, Munindar P.}, year={2005}, pages={899–906} }
 @article{desai_mallya_chopra_singh_2005, title={Interaction protocols as design abstractions for business processes}, volume={31}, DOI={10.1109/TSE.2005.140}, number={12}, journal={IEEE Transactions on Software Engineering}, author={Desai, N. and Mallya, A.U. and Chopra, A.K. and Singh, Munindar P.}, year={2005}, pages={1015–1017} }
 @inproceedings{mallya_singh_2005, title={Modeling exceptions via commitment protocols}, ISBN={1595930930}, url={http://dx.doi.org/10.1145/1082473.1082492}, DOI={10.1145/1082473.1082492}, booktitle={Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems  - AAMAS '05}, publisher={ACM Press}, author={Mallya, Ashok U. and Singh, Munindar P.}, year={2005}, pages={273–280} }
 @inproceedings{maximilien_singh_2005, place={Utrecht, The Netherlands}, title={Multiagent System for Dynamic Web Services Selection}, booktitle={Proceedings of the AAMAS Workshop on Service-Oriented Computing and Agent-Based Engineering (SOCABE)}, publisher={AAMAS}, author={Maximilien, E.Michael and Singh, Munindar P.}, year={2005}, pages={1–10} }
 @inproceedings{mallya_desai_chopra_singh_2005, title={OWL-P: OWL for protocol and processes}, booktitle={Proceedings of the International Conference on Autonomous Agents}, author={Mallya, A.U. and Desai, N. and Chopra, A.K. and Singh, M.P.}, year={2005}, pages={15–16} }
 @inproceedings{dignum_dignum_koenig_kraus_singh_wooldridge_2005, place={Utrecht, The Netherlands}, title={Proceedings of the 4th International Joint Conference on Autonomous Agents and MultiAgent Systems (AAMAS)}, publisher={ACM Press}, year={2005} }
 @inproceedings{kraus_singh_koenig_wooldridge_2005, title={Proceedings of the International Conference on Autonomous Agents: Introduction}, booktitle={Proceedings of the International Conference on Autonomous Agents}, author={Kraus, S. and Singh, M.P. and Koenig, S. and Wooldridge, M.}, year={2005}, pages={1443–1444} }
 @article{huhns_singh_burstein_decker_durfee_finin_gasser_goradia_jennings_lakkaraju_et al._2005, title={Research directions for service-oriented multiagent systems}, volume={9}, DOI={10.1109/MIC.2005.132}, number={6}, journal={IEEE Internet Computing}, author={Huhns, M.N. and Singh, Munindar P. and Burstein, M. and Decker, K. and Durfee, E. and Finin, T. and Gasser, L. and Goradia, H. and Jennings, N. and Lakkaraju, K. and et al.}, year={2005}, pages={65–70} }
 @inproceedings{maximilien_singh_2005, title={Self-adjusting trust and selection for web services}, volume={2005}, DOI={10.1109/ICAC.2005.53}, booktitle={Proceedings - Second International Conference on Autonomic Computing, ICAC 2005}, author={Maximilien, E.M. and Singh, M.P.}, year={2005}, pages={385–386} }
 @book{singh_huhns_2005, place={Chichester, UK}, title={Service-Oriented Computing}, publisher={John Wiley & Sons}, author={Singh, Munindar P. and Huhns, Michael N.}, year={2005}, month={Jan} }
 @article{huhns_singh_2005, title={Service-oriented computing: Key concepts and principles}, volume={9}, DOI={10.1109/MIC.2005.21}, number={1}, journal={IEEE Internet Computing}, author={Huhns, M. and Singh, Munindar P.}, year={2005}, pages={75–81} }
 @book{singh_2005, title={The practical handbook of internet computing.}, ISBN={1584883812}, publisher={Boca Raton, FL: Chapman & Hall/CRC}, author={Singh, M. P.}, year={2005} }
 @inproceedings{maximilien_singh_2005, title={Toward Web services interaction styles}, volume={I}, DOI={10.1109/SCC.2005.101}, booktitle={Proceedings - 2005 IEEE International Conference onServices Computing, SCC 2005}, author={Maximilien, E.M. and Singh, M.P.}, year={2005}, pages={147–154} }
 @book{falcone_barber_sabater-mir_singh_2005, title={Trusting agents for trusting electronic societies: Theory and applications in HCI and e-commerce - Preface}, volume={3577 LNAI}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Falcone, R. and Barber, S. and Sabater-Mir, J. and Singh, M.}, year={2005} }
 @inproceedings{bilgin_singh_2004, title={A DAML-based repository for QoS-aware semantic Web service selection}, DOI={10.1109/ICWS.2004.1314759}, booktitle={Proceedings - IEEE International Conference on Web Services}, author={Bilgin, A.S. and Singh, M.P.}, year={2004}, pages={368–375} }
 @inproceedings{mallya_singh_2004, place={San Diego}, title={A Semantic Approach for Designing E-Business Protocols}, DOI={10.1109/ICWS.2004.1314807}, booktitle={Proceedings of the 2nd International Conference on Web Services (ICWS)}, author={Mallya, Ashok U. and Singh, Munindar P.}, year={2004}, pages={742–745} }
 @inproceedings{chopra_desai_mallya_wagle_singh_2004, place={New York}, title={A Semantic Protocol-Based Approach for Developing Business Processes}, booktitle={Forum Proceedings of the 2nd International Conference on Service Oriented Computing (ICSOC)}, publisher={ACM}, author={Chopra, Amit K. and Desai, Nirmit V. and Mallya, Ashok U. and Wagle, Leena V. and Singh, Munindar P.}, year={2004}, month={Nov}, pages={99–107} }
 @inproceedings{yu_li_singh_sycara_2004, title={A dynamic pricing mechanism for P2P referral systems}, volume={3}, booktitle={Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004}, author={Yu, B. and Li, C. and Singh, M.P. and Sycara, K.}, year={2004}, pages={1426–1427} }
 @article{maximilien_singh_2004, title={A framework and ontology for dynamic web, services selection}, volume={8}, DOI={10.1109/MIC.2004.27}, number={5}, journal={IEEE Internet Computing}, author={Maximilien, E.M. and Singh, M.P.}, year={2004}, pages={84–93} }
 @inproceedings{mallya_singh_2004, title={A semantic approach for designing business protocols}, booktitle={Thirteenth International World Wide Web Conference Proceedings, WWW2004}, author={Mallya, A.U. and Singh, M.P.}, year={2004}, pages={1040–1041} }
 @inproceedings{mallya_singh_2004, title={A semantic approach for designing commitment protocols}, volume={3}, booktitle={Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004}, author={Mallya, A.U. and Singh, M.P.}, year={2004}, pages={1364–1365} }
 @inbook{singh_2004, place={Boston}, series={Multiagent Systems, Artificial Societies, and Simulated Organizations}, title={Agent-Based Abstractions for Software Development}, ISBN={1402080573}, url={http://dx.doi.org/10.1007/1-4020-8058-1_2}, DOI={10.1007/1-4020-8058-1_2}, booktitle={Methodologies and Software Engineering for Agent Systems}, publisher={Springer}, author={Singh, Munindar P.}, editor={Bergenti, F. and Gleizes, MP and Zambonelli, F.Editors}, year={2004}, pages={5–18}, collection={Multiagent Systems, Artificial Societies, and Simulated Organizations} }
 @inproceedings{udupi_yolum_singh_2004, title={Agent-based peer-to-peer service networks: A study of effectiveness and structure evolution}, volume={3}, booktitle={Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004}, author={Udupi, Y.B. and Yolum, P. and Singh, M.P.}, year={2004}, pages={1336–1337} }
 @article{sreenath_singh_2004, title={Agent-based service selection}, volume={1}, DOI={10.1016/j.websem.2003.11.006}, number={3}, journal={Web Semantics}, author={Sreenath, R.M. and Singh, M.P.}, year={2004}, pages={261–279} }
 @inproceedings{singh_2004, place={New York}, title={Business Process Management: A Killer App for Agents?}, volume={1}, booktitle={Proceedings of the 3rd International Joint Conference on Autonomous Agents and MultiAgent Systems (AAMAS)}, publisher={ACM Press}, author={Singh, Munindar P.}, year={2004}, month={Jul}, pages={26} }
 @inproceedings{chopra_singh_2004, title={Commitments for flexible business processes}, volume={3}, booktitle={Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004}, author={Chopra, A.K. and Singh, M.P.}, year={2004}, pages={1362–1363} }
 @inbook{singh_aparicio_2004, place={Baton Rouge, LA}, title={Concepts and Practice of Personalization}, ISBN={9781584883814 9781466526907}, ISSN={2154-4573}, url={http://dx.doi.org/10.1201/9780203507223.ch18}, DOI={10.1201/9780203507223.ch18}, booktitle={The Practical Handbook of Internet Computing}, publisher={Chapman and Hall/CRC}, author={Singh, Munindar and Aparicio, Manuel, IV}, editor={Singh, MunindarEditor}, year={2004}, month={Sep} }
 @article{bilgin_chirkova_salo_singh_2004, title={Deriving efficient SQL sequences via read-aheads}, volume={3181}, ISBN={354022937X}, DOI={10.1007/978-3-540-30076-2_30}, journal={Lecture Notes in Computer Science}, publisher={Berlin; New York: Springer}, author={Bilgin, A. S. and Chirkova, R. Y. and Salo, T. J. and Singh, Munindar P.}, year={2004}, pages={299–308} }
 @book{bilgin_chirkova_salo_singh_2004, title={Deriving efficient SQL sequences via read-aheads}, volume={3181}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Bilgin, A.S. and Chirkova, R.Y. and Salo, T.J. and Singh, M.P.}, year={2004}, pages={299–308} }
 @inproceedings{yu_singh_sycara_2004, title={Developing trust in large-scale peer-to-peer systems}, booktitle={2004 IEEE 1st Symposium on Multi-Agent Security and Survivability}, author={Yu, B. and Singh, M.P. and Sycara, K.}, year={2004}, pages={1–10} }
 @article{developing trust in large-scale peer-to-peer systems_2004, DOI={10.1109/MASSUR.2004.1368412}, journal={IEEE 1ST SYMPOSIUM ON MULTI-AGENT SECURITY & SURVIVABILITY}, year={2004} }
 @article{yu_singh_2004, title={Incentive mechanisms for peer-to-peer systems}, volume={2872}, ISBN={3540405380}, DOI={10.1007/978-3-540-25840-7_9}, journal={Lecture Notes in Computer Science}, publisher={Berlin; New York: Springer}, author={Yu, B. and Singh, Munindar P.}, editor={G. Moro and Koubarakis, M.Editors}, year={2004}, pages={77–88} }
 @inbook{singh_2004, place={Baton Rouge, LA}, title={Introduction to Web Semantics}, ISBN={9781584883814 9781466526907}, ISSN={2154-4573}, url={http://dx.doi.org/10.1201/9780203507223.ch29}, DOI={10.1201/9780203507223.ch29}, booktitle={The Practical Handbook of Internet Computing}, publisher={Chapman and Hall/CRC}, author={Singh, Munindar}, editor={Singh, MunindarEditor}, year={2004}, month={Sep} }
 @inproceedings{wan_singh_2004, title={Mapping Dooley graphs and commitment causality to the π-calculus}, volume={1}, booktitle={Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004}, author={Wan, F. and Singh, M.P.}, year={2004}, pages={412–419} }
 @inproceedings{chopra_desai_mallya_singh_2004, place={New York}, title={Modeling Flexible Business Processes}, booktitle={Proceedings of the 1st AAMAS Workshop on Declarative Agent Languages and Technologies (DALT)}, author={Chopra, Amit K. and Desai, Nirmit V. and Mallya, Ashok U. and Singh, Munindar P.}, year={2004}, month={Jul} }
 @inproceedings{chopra_singh_2004, title={Nonmonotonic commitment machines}, volume={2922}, booktitle={Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)}, author={Chopra, A. and Singh, M.P.}, year={2004}, pages={183–200} }
 @inproceedings{desai_singh_2004, title={Protocol-based business process modeling and enactment}, DOI={10.1109/ICWS.2004.1314721}, booktitle={Proceedings - IEEE International Conference on Web Services}, author={Desai, N. and Singh, M.P.}, year={2004}, pages={35–42} }
 @article{singh_chopra_desai_mallya_2004, title={Protocols for processes}, volume={39}, ISSN={0362-1340}, url={http://dx.doi.org/10.1145/1052883.1052893}, DOI={10.1145/1052883.1052893}, number={12}, journal={ACM SIGPLAN Notices}, publisher={Association for Computing Machinery (ACM)}, author={Singh, Munindar P. and Chopra, Amit K. and Desai, Nirmit and Mallya, Ashok U.}, year={2004}, month={Dec}, pages={73} }
 @inproceedings{singh_chopra_desai_mallya_2004, title={Protocols for processes: Programming in the large for open systems (extended abstract)}, DOI={10.1145/1028664.1028712}, booktitle={Proceedings of the Conference on Object-Oriented Programming Systems, Languages, and Applications, OOPSLA}, author={Singh, M.P. and Chopra, A.K. and Desai, N.V. and Mallya, A.U.}, year={2004}, pages={120–123} }
 @article{yolum_singh_2004, title={Reasoning about commitments in the event calculus: An approach for specifying and executing protocols}, volume={42}, DOI={10.1023/B:AMAI.0000034528.55456.d9}, number={1-3}, journal={Annals of Mathematics and Artificial Intelligence}, author={Yolum, P. and Singh, Munindar P.}, year={2004}, pages={227–253} }
 @inproceedings{mallya_yolum_singh_2004, title={Resolving commitments among autonomous agents}, volume={2922}, booktitle={Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)}, author={Mallya, A.U. and Yolum, P. and Singh, M.P.}, year={2004}, pages={166–182} }
 @article{yolum_singh_2004, title={Self-organizing referral networks: A process view of trust and authority}, volume={2977}, ISBN={3540212019}, DOI={10.1007/978-3-540-24701-2_14}, journal={Lecture Notes in Computer Science}, publisher={Berlin; New York: Springer}, author={Yolum, P. and Singh, Munindar P.}, year={2004}, pages={195–211} }
 @inproceedings{yolum_singh_2004, title={Self-organizing referral networks: A process view of trust and authority}, volume={2977}, booktitle={Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)}, author={Yolum, P. and Singh, M.P.}, year={2004}, pages={195–211} }
 @article{yolum_singh_2004, title={Service graphs for building trust}, volume={3290}, ISBN={3540236635}, DOI={10.1007/978-3-540-30468-5_32}, journal={Lecture Notes in Computer Science}, publisher={Berlin; New York: Springer}, author={Yolum, P. and Singh, Munindar P.}, year={2004}, pages={509–525} }
 @book{yolum_singh_2004, title={Service graphs for building trust}, volume={3290}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Yolum, P. and Singh, M.P.}, year={2004}, pages={509–525} }
 @book{singh_2004, series={Chapman & Hall/CRC Computer & Information Science Series}, title={The Practical Handbook of Internet Computing}, ISBN={9781584883814 9781466526907}, ISSN={2154-4573}, url={http://dx.doi.org/10.1201/9780203507223}, DOI={10.1201/9780203507223}, publisher={Chapman and Hall/CRC}, year={2004}, month={Sep}, collection={Chapman & Hall/CRC Computer & Information Science Series} }
 @inproceedings{maximilien_singh_2004, title={Toward autonomic Web services trust and selection}, booktitle={ICSOC '04: Proceedings of the Second International Conference on Service Oriented Computing}, author={Maximilien, E.M. and Singh, M.P.}, year={2004}, pages={212–221} }
 @book{udupi_yolum_singh_2004, title={Trustworthy service caching: Cooperative search in P2P information systems}, volume={3030}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Udupi, Y.B. and Yolum, P. and Singh, M.P.}, year={2004}, pages={32–44} }
 @inproceedings{sreenath_singh_2003, title={A Community-Based Approach for Selecting Service Providers}, booktitle={Proceedings of the International Conference on Web Services}, author={Sreenath, R.M. and Singh, M.P.}, year={2003}, pages={177–183} }
 @article{a community-based approach for selecting service providers_2003, journal={ICWS'03: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON WEB SERVICES}, year={2003} }
 @inproceedings{yolum_singh_2003, place={Melbourne}, title={Achieving Trust via Service Graphs}, booktitle={Proceedings of the 6th International Workshop on Trust, Privacy, Deception, and Fraud in Agent Societies (Trust)}, author={Yolum, Pınar and Singh, Munindar P.}, year={2003} }
 @inbook{singh_2003, title={Agent communication languages: Rethinking the principles}, volume={2650}, ISBN={354040385X}, DOI={10.1007/978-3-540-44972-0_2}, booktitle={Communication in multiagent systems: Agent communication languages and conversation policies}, publisher={Berlin; New York: Springer}, author={Singh, M. P.}, year={2003}, pages={37–50} }
 @inproceedings{singh_2003, title={Agent communication languages: Rethinking the principles}, volume={2650}, booktitle={Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)}, author={Singh, M.P.}, year={2003}, pages={37–50} }
 @article{singh_2003, title={Agent communication languages: Rethinking the principles}, volume={31}, DOI={10.1109/2.735849}, number={12}, journal={Computer}, author={Singh, Munindar P.}, year={2003}, pages={40–47} }
 @inproceedings{maximilien_singh_2003, place={Melbourne}, title={Agent-Based Architecture for Autonomic Web Service Selection}, booktitle={Proceedings of the 1st International Workshop on Web Services and Agent-Based Engineering (WSABE)}, publisher={AAMAS}, author={Maximilien, E.Michael and Singh, Munindar P.}, year={2003}, month={Jul}, pages={1–10} }
 @inproceedings{maximilien_singh_2003, place={Melbourne}, title={An Ontology for Web Service Ratings and Reputations}, volume={73}, booktitle={Proceedings of the 1st International Workshop on Ontologies and Agent Systems (OAS).}, publisher={CEUR}, author={Maximilien, E.Michael and Singh, Munindar P.}, year={2003}, month={Jul}, pages={25–30} }
 @article{yu_venkatraman_singh_2003, title={An adaptive social network for information access: Theoretical and experimental results}, volume={17}, DOI={10.1080/08839510390169738}, number={1}, journal={Applied Artificial Intelligence}, author={Yu, B. and Venkatraman, M. and Singh, Munindar P.}, year={2003}, pages={21–38} }
 @article{yolum_singh_2003, title={An agent-based approach for trustworthy service location}, volume={2530}, ISBN={3540240535}, DOI={10.1007/3-540-45074-2_5}, journal={Lecture Notes in Computer Science}, publisher={Berlin; New York: Springer}, author={Yolum, P. and Singh, Munindar P.}, editor={G. Moro and Koubarakis, M.Editors}, year={2003}, pages={45–56} }
 @inproceedings{yolum_singh_2003, title={An agent-based approach for trustworthy service location}, volume={2530}, booktitle={Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)}, author={Yolum, P. and Singh, M.P.}, year={2003}, pages={45–56} }
 @inproceedings{wan_singh_2003, title={Commitments and Causality for Multiagent Design}, volume={2}, booktitle={Proceedings of the Interantional Conference on Autonomous Agents}, author={Wan, F. and Singh, M.P.}, year={2003}, pages={749–756} }
 @inproceedings{yu_singh_2003, title={Detecting Deception in Reputation Management}, volume={2}, booktitle={Proceedings of the Interantional Conference on Autonomous Agents}, author={Yu, B. and Singh, M.P.}, year={2003}, pages={73–80} }
 @inproceedings{singh_2003, title={Distributed Enactment of Multiagent Workflows: Temporal Logic for Web Service Composition}, volume={2}, booktitle={Proceedings of the Interantional Conference on Autonomous Agents}, author={Singh, M.P.}, year={2003}, pages={907–914} }
 @article{yolum_singh_2003, title={Dynamic communities in referral networks}, volume={1}, number={2}, journal={Web Intelligence and Agent Systems}, author={Yolum, P. and Singh, M.P.}, year={2003}, pages={105–116} }
 @inproceedings{yolum_singh_2003, title={Emergent Personalized Communities in Referral Networks}, booktitle={Proceedings of the IJCAI Workshop on Intelligent Techniques for Web Personalization}, author={Yolum, Pınar and Singh, Munindar P.}, year={2003}, month={Aug} }
 @inproceedings{yolum_singh_2003, title={Emergent Properties of Referral Systems}, volume={2}, booktitle={Proceedings of the Interantional Conference on Autonomous Agents}, author={Yolum, P. and Singh, M.P.}, year={2003}, pages={592–599} }
 @inproceedings{xing_singh_2003, title={Engineering Commitment-Based Multiagent Systems: A Temporal Logic Approach}, volume={2}, booktitle={Proceedings of the International Conference on Autonomous Agents}, author={Xing, J. and Singh, M.P.}, year={2003}, pages={891–898} }
 @inproceedings{yu_singh_2003, title={Incentive mechanisms for peer-to-peer systems}, volume={2872}, booktitle={Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)}, author={Yu, B. and Singh, M.P.}, year={2003}, pages={77–88} }
 @inproceedings{yolum_singh_2003, title={Ladders of Success: An Empirical Approach to Trust}, volume={2}, booktitle={Proceedings of the Interantional Conference on Autonomous Agents}, author={Yolum, P. and Singh, M.P.}, year={2003}, pages={1168–1169} }
 @article{chopra_singh_2003, title={Nonmonotonic commitment machines}, volume={2922}, ISBN={3540207694}, DOI={10.1007/978-3-540-24608-4_11}, journal={Lecture Notes in Computer Science}, publisher={Berlin; New York: Springer}, author={Chopra, A. and Singh, Munindar P.}, year={2003}, pages={183–200} }
 @article{singh_2003, title={Peer-to-peer computing for information systems}, volume={2530}, ISBN={3540240535}, DOI={10.1007/3-540-45074-2_2}, journal={Lecture Notes in Computer Science}, publisher={Berlin; New York: Springer}, author={Singh, Munindar P.}, editor={G. Moro and Koubarakis, M.Editors}, year={2003}, pages={15–20} }
 @inproceedings{singh_2003, title={Peer-to-peer computing for information systems}, volume={2530}, booktitle={Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)}, author={Singh, M.P.}, year={2003}, pages={15–20} }
 @book{falcone_barber_korba_singh_2003, title={Preface}, volume={2631}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Falcone, R. and Barber, S. and Korba, L. and Singh, M.}, year={2003} }
 @article{mallya_yolum_singh_2003, title={Resolving commitments among autonomous agents}, volume={2922}, ISBN={3540207694}, DOI={10.1007/978-3-540-24608-4_10}, journal={Lecture Notes in Computer Science}, publisher={Berlin; New York: Springer}, author={Mallya, A. U. and Yolum, P. and Singh, Munindar P.}, year={2003}, pages={166–182} }
 @inproceedings{yu_singh_2003, title={Searching Social Networks}, volume={2}, booktitle={Proceedings of the Interantional Conference on Autonomous Agents}, author={Yu, B. and Singh, M.P.}, year={2003}, pages={65–72} }
 @article{singh_2003, title={The future of agent communication}, volume={2650}, ISBN={354040385X}, DOI={10.1007/978-3-540-44972-0_18}, journal={Lecture Notes in Computer Science}, publisher={Berlin; New York: Springer}, author={Singh, Munindar P.}, year={2003}, pages={318–322} }
 @inproceedings{singh_2003, title={The future of agent communication}, volume={2650}, booktitle={Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)}, author={Singh, M.P.}, year={2003}, pages={318–322} }
 @book{falcone_barber_korba_singh_2003, place={Berlin Heidelberg}, series={Lecture Notes in Computer Science}, title={Trust, Reputation, and Security: Theories and Practice}, ISBN={9783540009887 9783540366096}, ISSN={0302-9743}, url={http://dx.doi.org/10.1007/3-540-36609-1}, DOI={10.1007/3-540-36609-1}, publisher={Springer}, year={2003}, collection={Lecture Notes in Computer Science} }
 @article{udupi_yolum_singh_2003, title={Trustworthy service caching: Cooperative search in P2P information systems}, volume={3030}, ISBN={3540221271}, DOI={10.1007/978-3-540-25943-5_3}, journal={Lecture Notes in Computer Science}, publisher={Berlin; New York: Springer}, author={Udupi, Y. B. and Yolum, P. and Singh, Munindar P.}, editor={P. Giorgini, B. Henderson-Sellers and Winikoff, M.Editors}, year={2003}, pages={32–44} }
 @article{singh_2003, title={Trustworthy service composition: Challenges and research questions}, volume={2631}, ISBN={3540009884}, DOI={10.1007/3-540-36609-1_5}, journal={Lecture Notes in Computer Science}, publisher={Berlin; New York: Springer}, author={Singh, Munindar P.}, year={2003}, pages={39–52} }
 @book{singh_2003, title={Trustworthy service composition: Challenges and research questions}, volume={2631}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Singh, M.P.}, year={2003}, pages={39–52} }
 @inbook{singh_2002, place={Farmington Hills, Michigan}, title={Agents}, booktitle={Computer Sciences}, publisher={Macmillan}, author={Singh, Munindar P.}, editor={Flynn, Roger R.Editor}, year={2002} }
 @inproceedings{yu_singh_2002, title={An agent-based approach to knowledge management}, booktitle={International Conference on Information and Knowledge Management, Proceedings}, author={Yu, B. and Singh, M.P.}, year={2002}, pages={642–644} }
 @inproceedings{yu_singh_2002, title={An evidential model of distributed reputation management}, number={2}, booktitle={Proceedings of the International Conference on Autonomous Agents}, author={Yu, B. and Singh, M.P.}, year={2002}, pages={294–301} }
 @inbook{yolum_singh_2002, title={Commitment Machines}, ISBN={9783540438588 9783540454489}, ISSN={0302-9743}, url={http://dx.doi.org/10.1007/3-540-45448-9_17}, DOI={10.1007/3-540-45448-9_17}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Berlin Heidelberg}, author={Yolum, Pınar and Singh, Munindar P.}, year={2002}, pages={235–247} }
 @inproceedings{yolum_singh_2002, title={Commitment machines}, volume={2333}, ISBN={3540438580}, booktitle={Intelligent agents VIII: Agent theories, architectures, and languages  (Lecture notes in computer science; 2333)}, publisher={Berlin ; New York: Springer}, author={Yolum, P. and Singh, M. P.}, year={2002}, pages={235–247} }
 @book{yolum_singh_2002, title={Commitment machines}, volume={2333 LNAI}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Yolum, P. and Singh, M.P.}, year={2002}, pages={235–247} }
 @inproceedings{cheng_singh_vouk_2002, place={Honolulu}, title={Composition Constraints for Semantic Web Services}, booktitle={Proceedings of the WWW Conference Workshop on Real World RDF and Semantic Web Applications}, author={Cheng, Zhengang and Singh, Munindar P. and Vouk, Mladen A.}, year={2002}, month={May} }
 @article{maximilien_singh_2002, title={Conceptual model of web service reputation}, volume={31}, DOI={10.1145/637411.637417}, number={4}, journal={SIGMOD Record}, author={Maximilien, E.M. and Singh, Munindar P.}, year={2002}, pages={36–41} }
 @article{deep web structure_2002, journal={IEEE Internet Computing}, year={2002} }
 @article{singh_2002, title={Deep web structure}, volume={6}, DOI={10.1109/MIC.2002.1036032}, number={5}, journal={IEEE Internet Computing}, author={Singh, Munindar P.}, year={2002}, pages={4–6} }
 @article{yu_singh_2002, title={Distributed reputation management for electronic commerce}, volume={18}, DOI={10.1111/1467-8640.00202}, number={4}, journal={Computational Intelligence}, author={Yu, B. and Singh, Munindar P.}, year={2002}, pages={535–549} }
 @inbook{singh_2002, place={Farmington Hills, Michigan}, title={Embedded Technology (Ubiquitous Computing)}, booktitle={Computer Sciences}, publisher={Macmillan}, author={Singh, Munindar P.}, editor={Flynn, Roger R.Editor}, year={2002} }
 @inproceedings{yolum_singh_2002, series={CEUR Workshop Proceedings}, title={Flexible Caching in Peer-to-Peer Information Systems}, booktitle={Proceedings of the 4th International Bi-Conference Workshop on Agent-Oriented Information Systems (AOIS 2002)}, author={Yolum, Pınar and Singh, Munindar P.}, year={2002}, month={Jul}, collection={CEUR Workshop Proceedings} }
 @inproceedings{yolum_singh_2002, title={Flexible protocol specification and execution: Applying event calculus planning using commitments}, number={1}, booktitle={Proceedings of the International Conference on Autonomous Agents}, author={Yolum, P. and Singh, M.P.}, year={2002}, pages={527–534} }
 @article{singh_2002, title={Privacy for Telecom Services}, volume={6}, DOI={10.1109/MIC.2002.978364}, number={1}, journal={IEEE Internet Computing}, author={Singh, Munindar P.}, year={2002}, month={Jan}, pages={4–5} }
 @inproceedings{yu_singh_2002, place={Bologna}, title={Search in Referral Networks}, booktitle={Proceedings of AAMAS Workshop on Regulated Agent-Based Social Systems: Theories and Applications}, author={Yu, Bin and Singh, Munindar P.}, year={2002}, month={Jul} }
 @article{the pragmatic web_2002, DOI={10.1145/2507065.2507068}, journal={IEEE Internet Computing}, year={2002} }
 @article{singh_2002, title={The pragmatic web}, volume={6}, DOI={10.1109/MIC.2002.1003124}, number={3}, journal={IEEE Internet Computing}, author={Singh, M.P.}, year={2002}, pages={4–5} }
 @article{singh_2002, title={Treating health care}, volume={6}, DOI={10.1109/MIC.2002.1020317}, number={4}, journal={IEEE Internet Computing}, author={Singh, M.P.}, year={2002}, pages={4–5} }
 @article{treating health care_2002, journal={IEEE Internet Computing}, year={2002} }
 @article{singh_2002, title={Who you gonna call?}, volume={6}, number={6}, journal={IEEE Internet Computing}, author={Singh, M.P.}, year={2002}, pages={4–5} }
 @article{who you gonna call?_2002, DOI={10.1016/J.JOPAN.2009.05.046}, journal={IEEE Internet Computing}, year={2002} }
 @article{working the flow_2002, journal={IEEE Internet Computing}, year={2002} }
 @article{xing_wan_rustogi_singh_2001, title={A commitment-based approach for business process interoperation}, volume={E84-D}, number={10}, journal={IEICE Transactions on Information and Systems}, author={Xing, J. and Wan, F. and Rustogi, S.K. and Singh, M.P.}, year={2001}, pages={1324–1332} }
 @article{a commitment-based approach for business process interoperation_2001, journal={IEICE Transactions on Information and Systems}, year={2001} }
 @article{singh_2001, title={An evolutionary look at e-commerce}, volume={5}, ISSN={1089-7801}, url={http://dx.doi.org/10.1109/4236.914643}, DOI={10.1109/4236.914643}, number={2}, journal={IEEE Internet Computing}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Singh, M.P.}, year={2001}, pages={6–7} }
 @inproceedings{falcone_singh_tan_2001, title={Bringing together humans and artificial agents in cyber-societies:a new field of trust research}, volume={2246}, DOI={10.1007/3-540-45547-7_1}, booktitle={Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)}, author={Falcone, R. and Singh, M. and Tan, Y.-H.}, year={2001}, pages={1–7} }
 @article{commitment-based interoperation for e-commerce_2001, DOI={10.1109/ISADS.2001.917410}, journal={5TH INTERNATIONAL SYMPOSIUM ON AUTONOMOUS DECENTRALIZED SYSTEMS, PROCEEDINGS}, year={2001} }
 @article{singh_yu_venkatraman_2001, title={Community-based service location: How virtual communities and software agents can be used to provide and locate trustworthy services on the internet}, volume={44}, DOI={10.1145/367211.367255}, number={4}, journal={Communications of the ACM}, author={Singh, Munindar P. and Yu, B. and Venkatraman, M.}, year={2001}, pages={49–54} }
 @inproceedings{yolum_singh_2001, title={Designing and executing protocols using the event calculus}, booktitle={Proceedings of the International Conference on Autonomous Agents}, author={Yolum, P. and Singh, M.P.}, year={2001}, pages={27–28} }
 @inbook{singh_2001, place={New York}, title={Foreword: Coordination and the Internet}, booktitle={Coordination of Internet Agents: Models, Technologies, and Applications}, publisher={Springer}, author={Singh, Munindar P.}, editor={Omicini, Andrea and Zambonelli, Franco and Klusch, Matthias and Tolksdorf, RobertEditors}, year={2001}, pages={v-vii} }
 @inproceedings{xing_singh_2001, title={Formalization of commitment-based agent interaction}, ISBN={1581132875}, url={http://dx.doi.org/10.1145/372202.372290}, DOI={10.1145/372202.372290}, booktitle={Proceedings of the 2001 ACM symposium on Applied computing  - SAC '01}, publisher={ACM Press}, author={Xing, Jie and Singh, Munindar P.}, year={2001} }
 @article{singh_2001, title={Peering at Peer-to-Peer Computing}, volume={5}, DOI={10.1109/MIC.2001.10000}, number={1}, journal={IEEE Internet Computing}, author={Singh, Munindar P.}, year={2001}, month={Jan}, pages={4–5} }
 @article{singh_2001, title={Physics of Service Composition}, volume={5}, DOI={10.1109/MIC.2001.10014}, number={3}, journal={IEEE Internet Computing}, author={Singh, Munindar P.}, year={2001}, month={May}, pages={6–7} }
 @book{falcone_singh_tan_2001, title={Preface}, volume={2246}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Falcone, R. and Singh, M. and Tan, Y.-H.}, year={2001} }
 @article{singh_2001, title={Privacy and open services}, volume={5}, ISSN={1089-7801}, url={http://dx.doi.org/10.1109/mic.2001.968826}, DOI={10.1109/mic.2001.968826}, number={6}, journal={IEEE Internet Computing}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Singh, M.P.}, year={2001}, month={Nov}, pages={4–5} }
 @article{maximilien_singh_2001, title={Reputation and endorsement for web services}, volume={3}, ISSN={1551-9031}, url={http://dx.doi.org/10.1145/844331.844335}, DOI={10.1145/844331.844335}, number={1}, journal={ACM SIGecom Exchanges}, publisher={Association for Computing Machinery (ACM)}, author={Maximilien, E. Michael and Singh, Munindar P.}, year={2001}, month={Dec}, pages={24–31} }
 @article{singh_2001, title={Services and situations}, volume={5}, ISSN={1089-7801}, url={http://dx.doi.org/10.1109/4236.957890}, DOI={10.1109/4236.957890}, number={5}, journal={IEEE Internet Computing}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Singh, M.P.}, year={2001}, pages={4–5} }
 @article{singh_2001, title={The invisible wireless web}, volume={5}, ISSN={1089-7801}, url={http://dx.doi.org/10.1109/mic.2001.939445}, DOI={10.1109/mic.2001.939445}, number={4}, journal={IEEE Internet Computing}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Singh, M.P.}, year={2001}, month={Jul}, pages={6–7} }
 @inproceedings{yu_singh_2001, place={Montreal}, title={Towards a Probabilistic Model of Distributed Reputation}, booktitle={Proceedings of the Fourth Workshop on Deception, Fraud and Trust in Agent Societies}, author={Yu, Bin and Singh, Munindar P.}, year={2001}, month={Jun} }
 @book{falcone_singh_tan_2001, place={Berlin Heidelberg}, series={Lecture Notes in Computer Science}, title={Trust in Cyber-societies}, ISBN={9783540430698 9783540455479}, ISSN={0302-9743}, url={http://dx.doi.org/10.1007/3-540-45547-7}, DOI={10.1007/3-540-45547-7}, publisher={Springer}, year={2001}, collection={Lecture Notes in Computer Science} }
 @inproceedings{yu_singh_2000, title={A social mechanism of reputation management in electronic communities}, volume={1860}, booktitle={Cooperative information agents IV: The future of information agents in cyberspace: 4th International Workshop, CIA 2000, Boston, MA, USA, July 7-9, 2000: Proceedings}, publisher={Berlin: Springer}, author={Yu, B. and Singh, M. P.}, editor={M. Klusch and Kerschberg, L.Editors}, year={2000}, pages={154–165} }
 @article{a social mechanism of reputation management in electronic communities_2000, journal={Lecture Notes in Computer Science}, year={2000} }
 @article{singh_2000, title={A social semantics for agent communication languages}, volume={1916}, ISBN={3540411445}, DOI={10.1007/10722777_3}, journal={Lecture Notes in Computer Science}, publisher={Berlin; New York: Springer}, author={Singh, Munindar P.}, editor={F. Dignum and Greaves, M.Editors}, year={2000}, pages={31–45} }
 @article{singh_2000, title={Beyond Geography}, volume={4}, DOI={10.1109/MIC.2000.10023}, number={5}, journal={IEEE Internet Computing}, author={Singh, Munindar P.}, year={2000}, month={Sep}, pages={6–7} }
 @article{commitment-based enhancement of e-commerce protocols_2000, DOI={10.1109/ENABL.2000.883743}, journal={IEEE 9TH INTERNATIONAL WORKSHOPS ON ENABLING TECHNOLOGIES: INFRASTRUCTURE FOR COLLABORATIVE ENTERPRISES, PROCEEDINGS}, year={2000} }
 @article{singh_singh_2000, title={Deconstructing the "Any" key}, volume={43}, DOI={10.1145/332051.332081}, number={4}, journal={Communications of the ACM}, author={Singh, Munindar P. and Singh, M.}, year={2000}, pages={107–108} }
 @article{engineering interoperation_2000, DOI={10.1109/MIC.2000.865082}, journal={IEEE Internet Computing}, year={2000} }
 @article{singh_2000, title={From the Editor-in-Chief: In the Thick of Things}, volume={4}, DOI={10.1109/MIC.2000.10005}, number={1}, journal={IEEE Internet Computing}, author={Singh, Munindar P.}, year={2000}, month={Jan}, pages={4–5} }
 @article{singh_2000, title={From the Editor-in-Chief: Trusting Our Electronic Assistants}, volume={4}, DOI={10.1109/MIC.2000.10006}, number={2}, journal={IEEE Internet Computing}, author={Singh, Munindar P.}, year={2000}, month={Mar}, pages={4–5} }
 @article{milojicic_brewer_douglis_druschel_herman_reynolds_singh_2000, title={Internet technology}, volume={8}, number={1}, journal={IEEE Concurrency}, author={Milojicic, D. and Brewer, E. and Douglis, F. and Druschel, P. and Herman, G. and Reynolds, F. and Singh, M.}, year={2000}, pages={70–81} }
 @article{singh_2000, title={Synthesizing Coordination Requirements for Heterogeneous Autonomous Agents}, volume={3}, DOI={10.1023/A:1010033827337}, number={2}, journal={Autonomous Agents and Multi-Agent Systems}, author={Singh, Munindar P.}, year={2000}, pages={107–132} }
 @article{the intelligence within_2000, journal={IEEE Internet Computing}, year={2000} }
 @article{the service web_2000, journal={IEEE Internet Computing}, year={2000} }
 @article{trust and reputation management in a small-world network_2000, DOI={10.1109/ICMAS.2000.858519}, journal={Fourth International Conference on Multiagent Systems, Proceedings}, year={2000} }
 @article{jain_aparicio_singh_1999, title={Agents for process coherence in virtual enterprises}, volume={42}, DOI={10.1145/295685.295702}, number={3}, journal={Communications of the ACM}, author={Jain, A. K. and Aparicio, M. and Singh, Munindar P.}, year={1999}, pages={62–69} }
 @article{agents for process coherence in virtual enterprises_1999, volume={42}, number={3}, journal={Communications of the ACM}, year={1999}, pages={62–69} }
 @inproceedings{yu_venkatraman_singh_1999, title={An Multiagent Referral System for Expertise Location}, booktitle={Working Notes of the AAAI Workshop on Intelligent Information Systems}, author={Yu, Bin and Venkatraman, Mahadevan and Singh, Munindar P.}, year={1999}, month={Jul}, pages={66–69} }
 @inproceedings{singh_singh_1999, title={Applying Mixed-Initiative Interaction in User Interfaces for Communicators}, booktitle={Proceedings of the National Conference on Artificial Intelligence (AAAI) Workshop on Mixed-Initiative Intelligence}, author={Singh, Mona and Singh, Munindar P.}, year={1999}, month={Jul} }
 @inproceedings{rustogi_singh_1999, title={Be patient and tolerate imprecision: How autonomous agents can coordinate effectively}, volume={1}, booktitle={IJCAI International Joint Conference on Artificial Intelligence}, author={Rustogi, S.K. and Singh, M.P.}, year={1999}, pages={512–517} }
 @article{be patient and tolerate imprecision: how autonomous agents can coordinate effectively_1999, journal={IJCAI-99: PROCEEDINGS OF THE SIXTEENTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOLS 1 & 2}, year={1999} }
 @inproceedings{singh_1999, title={Communication as Agent Interaction: Toward a Public Semantics}, booktitle={Preproceedings of the 3rd Workshop on the Semantics and Pragmatics of Dialogue (Amstelogue), Amsterdam}, author={Singh, Munindar P.}, year={1999}, month={May} }
 @inbook{singh_1999, title={Conceptual Modeling for Multiagent Systems: Applying Interaction-Oriented Programming?}, ISBN={9783540659266 9783540488545}, ISSN={0302-9743}, url={http://dx.doi.org/10.1007/3-540-48854-5_16}, DOI={10.1007/3-540-48854-5_16}, booktitle={Conceptual Modeling}, publisher={Springer Berlin Heidelberg}, author={Singh, Munindar P.}, year={1999}, pages={195–210} }
 @article{degrees of separation_1999, DOI={10.7748/NS.12.29.14.S34}, journal={IEEE Internet Computing}, year={1999} }
 @inproceedings{singh_jain_singh_1999, title={E-commerce over communicators: Challenges and solutions for user interfaces}, DOI={10.1145/336992.337040}, booktitle={ACM International Conference Proceeding Series}, author={Singh, M. and Jain, A.K. and Singh, M.P.}, year={1999}, pages={177–186} }
 @inbook{singh_rao_georgeff_1999, place={Cambridge, Massachusetts}, title={Formal Methods in DAI: Logic-Based Representation and Reasoning}, ISBN={9780585108308}, booktitle={Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence}, publisher={MIT Press}, author={Singh, Munindar P. and Rao, Anand S. and Georgeff, Michael P.}, editor={Weiss, GerhardEditor}, year={1999}, pages={331–376} }
 @article{singh_1999, title={From the Editor-in-Chief: The End of the Supply Chain?}, volume={3}, DOI={10.1109/MIC.1999.10030}, number={6}, journal={IEEE Internet Computing}, author={Singh, Munindar P.}, year={1999}, month={Nov}, pages={4–6} }
 @article{information management for co-operative engineering_1999, journal={COOPERATIVE KNOWLEDGE PROCESSING FOR ENGINEERING DESIGN}, year={1999} }
 @book{müller_rao_singh_1999, place={New York}, series={Lecture Notes in Computer Science}, title={Intelligent Agents V: Agents Theories, Architectures, and Languages}, ISBN={9783540657132 9783540490579}, ISSN={0302-9743}, url={http://dx.doi.org/10.1007/3-540-49057-4}, DOI={10.1007/3-540-49057-4}, publisher={Springer}, year={1999}, collection={Lecture Notes in Computer Science} }
 @inbook{singh_1999, place={Dordrecht, The Netherlands}, series={Applied Logic Series}, title={Know-How}, ISBN={9780792356011}, booktitle={Foundations of Rational Agency}, publisher={Kluwer}, author={Singh, Munindar P.}, editor={Wooldridge, Michael J. and Rao, Anand S.Editors}, year={1999}, collection={Applied Logic Series} }
 @article{singh_huhns_1999, title={Multiagent Systems for Workflow}, volume={8}, number={2}, journal={International Journal of Intelligent Systems in Accounting, Finance & Management}, author={Singh, Munindar P. and Huhns, Michael N.}, year={1999}, month={Jun}, pages={105–117} }
 @inproceedings{wan_rustogi_xing_singh_1999, title={Multiagent Workflow Management}, booktitle={Proceedings of the IJCAI-99 Workshop on Intelligent Workflow and Process Management: The New Frontier for AI in Business}, author={Wan, Feng and Rustogi, Sudhir K. and Xing, Jie and Singh, Munindar P.}, year={1999}, month={Aug} }
 @article{joshi_singh_1999, title={Multiagent systems on the net}, volume={42}, DOI={10.1145/295685.295695}, number={3}, journal={Communications of the ACM}, author={Joshi, A. and Singh, Munindar P.}, year={1999}, pages={38–40} }
 @article{huhns_singh_1999, title={Multiagent treatment of agenthood}, volume={13}, DOI={10.1080/088395199117469}, number={1-2}, journal={Applied Artificial Intelligence}, author={Huhns, M.N. and Singh, Munindar P.}, year={1999}, pages={3–10} }
 @misc{singh_vouk_1999, title={Network Computing}, ISBN={047134608X 9780471346081}, url={http://dx.doi.org/10.1002/047134608x.w1667}, DOI={10.1002/047134608x.w1667}, journal={Wiley Encyclopedia of Electrical and Electronics Engineering}, publisher={John Wiley & Sons, Inc.}, author={Singh, Munindar P. and Vouk, Mladen A.}, year={1999}, month={Dec} }
 @article{singh_1999, title={Ontology for commitments in multiagent systems: toward a unification of normative concepts}, volume={7}, DOI={10.1023/A:1008319631231}, number={1}, journal={Artificial Intelligence and Law}, author={Singh, M.P.}, year={1999}, pages={97–113} }
 @inbook{singh_huhns_1999, title={Social Abstractions for Information Agents}, ISBN={9783642642234 9783642600180}, url={http://dx.doi.org/10.1007/978-3-642-60018-0_3}, DOI={10.1007/978-3-642-60018-0_3}, booktitle={Intelligent Information Agents}, publisher={Springer Berlin Heidelberg}, author={Singh, Munindar P. and Huhns, Michael N.}, year={1999}, pages={37–52} }
 @article{singh_1999, title={The E-Commerce Inversion}, volume={3}, ISSN={1089-7801}, url={http://dx.doi.org/10.1109/mic.1999.793453}, DOI={10.1109/MIC.1999.793453}, number={5}, journal={IEEE Internet Computing}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Singh, M.P.}, year={1999}, month={Sep}, pages={4–5} }
 @article{rustogi_singh_1999, title={The bases of effective coordination in decentralized multi-agent systems}, volume={1555}, ISBN={3540657134}, DOI={10.1007/3-540-49057-4_10}, journal={Lecture Notes in Computer Science}, publisher={Berlin; New York: Springer}, author={Rustogi, S. K. and Singh, Munindar P.}, year={1999}, pages={149–161} }
 @article{singh_1999, title={The true meaning of analog}, volume={3}, DOI={10.1109/MIC.1999.747316}, number={1}, journal={IEEE Internet Computing}, author={Singh, Munindar P.}, year={1999}, pages={6–7} }
 @article{singh_1999, title={Value-Oriented Electronic Commerce}, volume={3}, DOI={10.1109/MIC.1999.10017}, number={3}, journal={IEEE Internet Computing}, author={Singh, Munindar P.}, year={1999}, month={May}, pages={6–7} }
 @article{venkatraman_singh_1999, title={Verifying Compliance with Commitment Protocols: Enabling Open Web-Based Multiagent Systems}, volume={2}, number={3}, journal={Autonomous Agents and Multi-Agent Systems}, author={Venkatraman, M. and Singh, M.P.}, year={1999}, pages={217–236} }
 @inproceedings{singh_1998, title={A customizable coordination service for autonomous agents}, booktitle={Intelligent agents IV: Agent theories, architectures, and languages: 4th International Workshop, ATAL'97, Providence, Rhode Island, USA, July 24-26, 1997: Proceedings}, publisher={New York: Springer}, author={Singh, M. P.}, editor={M. P. Singh, A. Rao and Wooldridge, M. J.Editors}, year={1998}, pages={93–106} }
 @article{a customizable coordination service for autonomous agents_1998, DOI={10.1007/BFB0026752}, journal={Lecture Notes in Computer Science}, year={1998} }
 @article{agent information contracts within virtual private networks_1998, DOI={10.1109/HASE.1998.731634}, journal={Third Ieee International High-assurance Systems Engineering Symposium, Proceedings}, year={1998} }
 @article{huhns_singh_1998, title={Agent jurisprudence}, volume={2}, DOI={10.1109/4236.670692}, number={2}, journal={IEEE Internet Computing}, author={Huhns, M.N. and Singh, Munindar P.}, year={1998}, pages={90–91} }
 @article{huhns_singh_1998, title={All agents are not created equal}, volume={2}, DOI={10.1109/4236.683806}, number={3}, journal={IEEE Internet Computing}, author={Huhns, M.N. and Singh, Munindar P.}, year={1998}, pages={94–96} }
 @article{huhns_singh_1998, title={Anthropoid agents}, volume={2}, DOI={10.1109/4236.656099}, number={1}, journal={IEEE Internet Computing}, author={Huhns, M.N. and Singh, M.P.}, year={1998}, pages={94–95} }
 @article{singh_1998, title={Applying the mu-calculus in planning and reasoning about action}, volume={8}, DOI={10.1093/logcom/8.3.425}, number={3}, journal={Journal of Logic and Computation}, author={Singh, Munindar P.}, year={1998}, pages={425–445} }
 @misc{singh_1998, title={Book review of Michael Schroeder, Autonomous, Model-Based Diagnosis Agents}, journal={ACM Computing Reviews}, author={Singh, Munindar P.}, year={1998}, month={Dec}, pages={39} }
 @article{huhns_singh_1998, title={Cognitive agents}, volume={2}, DOI={10.1109/4236.735992}, number={6}, journal={IEEE Internet Computing}, author={Huhns, M.N. and Singh, Munindar P.}, year={1998}, pages={87–89} }
 @article{developing formal specifications to coordinate heterogeneous autonomous agents_1998, DOI={10.1109/ICMAS.1998.699063}, journal={International Conference on Multi-agent Systems, Proceedings}, year={1998} }
 @article{intelligent agents iv - agent theories, architectures, and languages - 4th international workshop, atal'97, providence, rhode island, usa, july 24-26, 1997 - proceedings - introduction_1998, journal={Lecture Notes in Computer Science}, year={1998} }
 @book{singh_rao_wooldridge_1998, place={New York}, series={Lecture Notes in Computer Science}, title={Intelligent Agents IV Agent Theories, Architectures, and Languages}, ISBN={9783540641629 9783540696964}, ISSN={0302-9743 1611-3349}, url={http://dx.doi.org/10.1007/bfb0026744}, DOI={10.1007/bfb0026744}, publisher={Springer}, year={1998}, collection={Lecture Notes in Computer Science} }
 @inbook{huhns_singh_1998, title={Multiagent systems in information-rich environments}, ISBN={9783540646761 9783540691099}, ISSN={0302-9743 1611-3349}, url={http://dx.doi.org/10.1007/bfb0053676}, DOI={10.1007/bfb0053676}, booktitle={Cooperative Information Agents II Learning, Mobility and Electronic Commerce for Information Discovery on the Internet}, publisher={Springer Berlin Heidelberg}, author={Huhns, Michael N. and Singh, Munindar P.}, year={1998}, pages={79–93} }
 @article{huhns_singh_1998, title={Personal assistants}, volume={2}, DOI={10.1109/4236.722236}, number={5}, journal={IEEE Internet Computing}, author={Huhns, M.N. and Singh, M.P.}, year={1998}, pages={90–92} }
 @book{singh_1998, place={Palo Alto}, title={Principles of Standardization}, institution={Foundation of Intelligent Physical Agents (FIPA)}, author={Singh, Munindar P.}, year={1998}, month={Jan} }
 @article{singh_1998, title={Semantical considerations on intention dynamics for bdi agents}, volume={10}, DOI={10.1080/095281398146752}, number={4}, journal={Journal of Experimental and Theoretical Artificial Intelligence}, author={Singh, Munindar P.}, year={1998}, pages={551–564} }
 @article{the intentions of teams: team structure, endodeixis, and exodeixis_1998, journal={ECAI 1998: 13TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE, PROCEEDINGS}, year={1998} }
 @article{singh_1998, title={Toward a model theory of actions: How agents do it in branching time}, volume={14}, DOI={10.1111/0824-7935.00064}, number={3}, journal={Computational Intelligence}, author={Singh, Munindar P.}, year={1998}, pages={287–317} }
 @article{huhns_singh_1998, title={Workflow agents}, volume={2}, DOI={10.1109/4236.707813}, number={4}, journal={IEEE Internet Computing}, author={Huhns, M.N. and Singh, M.P.}, year={1998}, pages={94–96} }
 @article{workflow agents_1998, journal={IEEE Internet Computing}, year={1998} }
 @inproceedings{lei_singh_1997, title={A Comparison of Workflow Metamodels}, booktitle={Proceedings of the ER-97 Workshop on Behavioral Modeling and Design Transformations: Issues and Opportunities in Conceptual Modeling}, author={Lei, Yu and Singh, Munindar P.}, year={1997}, month={Nov}, pages={1–12} }
 @article{huhns_singh_1997, title={Agents on the Web: The agent test}, volume={1}, DOI={10.1109/4236.623972}, number={5}, journal={IEEE Internet Computing}, author={Huhns, M.N. and Singh, M.P.}, year={1997}, pages={78–79} }
 @book{singh_barnett_singh_1997, title={Automating spoken dialogue systems}, volume={1325}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Singh, M. and Barnett, J. and Singh, M.P.}, year={1997}, pages={207–216} }
 @inbook{singh_barnett_singh_1997, title={Automating spoken dialogue systems}, ISBN={9783540636144 9783540696124}, ISSN={0302-9743 1611-3349}, url={http://dx.doi.org/10.1007/3-540-63614-5_20}, DOI={10.1007/3-540-63614-5_20}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Berlin Heidelberg}, author={Singh, Mona and Barnett, James and Singh, Munindar P.}, year={1997}, pages={207–216} }
 @book{singh_huhns_1997, title={Challenges for machine learning in cooperative information systems}, volume={1221 LNAI}, DOI={10.1007/3-540-62934-3_38}, journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, author={Singh, M.P. and Huhns, M.N.}, year={1997}, pages={11–24} }
 @article{commitments among autonomous agents in information-rich environments_1997, DOI={10.1007/3-540-63077-5_31}, journal={Multi-agent Rationality}, year={1997} }
 @article{singh_1997, title={Commitments in the architecture of a limited, rational agent}, volume={1209}, ISBN={3540626867}, DOI={10.1007/3-540-62686-7_29}, journal={Lecture Notes in Computer Science}, publisher={Berlin; New York: Springer}, author={Singh, Munindar P.}, year={1997}, pages={72–87} }
 @article{huhns_singh_1997, title={Conversational agents}, volume={1}, number={2}, journal={IEEE Internet Computing}, author={Huhns, M.N. and Singh, M.P.}, year={1997}, pages={73–77} }
 @inproceedings{singh_barnett_singh_1997, place={Cambridge, Massachusetts}, title={Enhancing Conversational Moves for Portable Dialogue Systems}, url={http://www.csc.ncsu.edu/faculty/mpsingh/ms/interfaces/c-moves.pdf}, booktitle={Working Notes of the AAAI Fall Symposium on Communicative Action in Humans and Machines}, publisher={AAAI}, author={Singh, Mona and Barnett, James and Singh, Munindar P.}, editor={Traum, DavidEditor}, year={1997}, month={Nov}, pages={90–96} }
 @article{huhns_singh_1997, title={Formal methods in CIS: multiagent systems guest editors introduction}, volume={6}, DOI={10.1142/S0218843097000021}, number={1}, journal={International Journal of Cooperative Information Systems}, author={Huhns, M. N. and Singh, Munindar P.}, year={1997}, pages={1–2} }
 @article{klas_singh_1997, title={Guest editors' introduction}, volume={6}, DOI={10.1142/S0218843097000100}, number={3-4}, journal={International Journal of Cooperative Information Systems}, author={Klas, W. and Singh, Munindar P.}, year={1997}, pages={217–218} }
 @inproceedings{singh_1997, place={Los Alamitos, CA}, title={Interaction-Oriented Programming for the Web}, ISBN={9780818679469}, booktitle={Proceedings of the second IFCIS International Conference on Cooperative Information Systems, CoopIS'97 : Kiawah Island, South Carolina, June 24-27, 1997.}, publisher={IEEE Computer Society}, author={Singh, M.}, editor={Chen, Arbee L. P. and Singh, Munindar P. and Klas, WolfgangEditors}, year={1997}, month={Jun} }
 @inproceedings{singh_singh_1997, place={Providence, Rhode Island}, title={On the Temporal Structure of Events}, booktitle={Proceedings of the AAAI Workshop on Spatial and Temporal Reasoning}, author={Singh, Mona and Singh, Munindar P.}, year={1997}, month={Jul}, pages={1–8} }
 @inproceedings{chen_klas_singh_1997, place={Los Alamitos, California}, title={Proceedings of the 2nd IFCIS International Conference on Cooperative Information Systems (CoopIS).}, publisher={IEEE Computer Society Press}, year={1997} }
 @article{quality of service and scientific workflows_1997, DOI={10.1007/978-1-5041-2940-4_6}, journal={Quality of Numerical Software - Assessment and Enhancement}, year={1997} }
 @book{huhns_singh_1997, title={Readings in agents}, ISBN={1558604952}, publisher={San Francisco, Calif.: Morgan Kaufmann}, author={Huhns, M. N. and Singh, M. P.}, year={1997} }
 @article{singh_cannata_huhns_jacobs_ksiezyk_ong_sheth_tomlinson_woelk_1997, title={The Carnot Heterogeneous Database Project: Implemented Applications}, volume={5}, DOI={10.1023/A:1008645509474}, number={2}, journal={Distributed and Parallel Databases}, author={Singh, Munindar P. and Cannata, P.E. and Huhns, M.N. and Jacobs, N. and Ksiezyk, T. and Ong, K. and Sheth, A.P. and Tomlinson, C. and Woelk, D.}, year={1997}, pages={207–225} }
 @inproceedings{singh_bobrow_huhns_king_kitano_reiter_1997, title={The next big thing: Position statements}, volume={2}, booktitle={IJCAI International Joint Conference on Artificial Intelligence}, author={Singh, M.P. and Bobrow, D.G. and Huhns, M.N. and King, M. and Kitano, H. and Reiter, R.}, year={1997}, pages={1511–1522} }
 @article{the next big thing: position statements_1997, journal={IJCAI-97 - PROCEEDINGS OF THE FIFTEENTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOLS 1 AND 2}, year={1997} }
 @article{using spheres of commitment to support virtual enterprises_1997, journal={ADVANCES IN CONCURRENT ENGINEERING: CE97}, year={1997} }
 @article{singh_1996, title={Agents misunderstood}, volume={33}, ISSN={0018-9235}, url={http://dx.doi.org/10.1109/mspec.1996.482270}, DOI={10.1109/mspec.1996.482270}, number={2}, journal={IEEE Spectrum}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Singh, M.P.}, year={1996}, month={Feb}, pages={10–64} }
 @misc{singh_1996, title={Book review: ARCHON: An Architecture for Multi-agent Systems. Edited by Wittig, Thies (Ellis Horwood Limited (distributed by Prentice Hall), 1992)}, volume={7}, ISSN={0163-5719}, url={http://dx.doi.org/10.1145/230062.1066045}, DOI={10.1145/230062.1066045}, number={1}, journal={ACM SIGART Bulletin}, publisher={Association for Computing Machinery (ACM)}, author={Singh, Munindar P.}, year={1996}, month={Jan}, pages={9–10} }
 @inbook{woelk_cannata_huhns_jacobs_ksiezyk_lavender_meredith_ong_shen_singh_et al._1996, title={Carnot Prototype}, booktitle={Object-Oriented Multidatabase Systems: A Solution for Advanced Applications}, publisher={Prentice-Hall}, author={Woelk, Darrell and Cannata, Philip and Huhns, Michael N. and Jacobs, Nigel and Ksiezyk, Tomasz and Lavender, Greg and Meredith, Greg and Ong, Kayliang and Shen, Wei-Min and Singh, Munindar and et al.}, editor={Bukhres, Omran A. and Elmagarmid, Ahmed K.Editors}, year={1996}, pages={621–648} }
 @inproceedings{singh_1996, title={Multiagent Systems as Spheres of Commitment}, booktitle={Proceedings of the International Conference on Multiagent Systems (ICMAS) Workshop on Norms, Obligations, and Conventions}, author={Singh, Munindar P.}, year={1996}, month={Dec}, pages={1–13} }
 @article{attie_singh_emerson_sheth_rusinkiewicz_1996, title={Scheduling workflows by enforcing intertask dependencies}, volume={3}, DOI={10.1088/0967-1846/3/4/003}, number={4}, journal={Distributed Systems Engineering}, author={Attie, P.C. and Singh, M.P. and Emerson, E.A. and Sheth, A. and Rusinkiewicz, M.}, year={1996}, pages={222–238} }
 @inproceedings{singh_vouk_1996, title={Scientific Workflows: Scientific Computing Meets Transactional Workflows}, url={http://www.csc.ncsu.edu/faculty/mpsingh/workflows/sciworkflows.html}, booktitle={Proceedings of the National Science Foundation Workshop on Workflow and Process Automation in Information Systems: State-of-the-Art and Future Directions}, author={Singh, Munindar P. and Vouk, Mladen A.}, year={1996}, month={May} }
 @inbook{singh_1996, title={Semantical considerations on some primitives for agent specification}, ISBN={9783540608059 9783540495949}, ISSN={0302-9743 1611-3349}, url={http://dx.doi.org/10.1007/3540608052_58}, DOI={10.1007/3540608052_58}, booktitle={Intelligent Agents II Agent Theories, Architectures, and Languages}, publisher={Springer Berlin Heidelberg}, author={Singh, Munindar P.}, year={1996}, pages={49–64} }
 @inproceedings{singh_1996, title={Synthesizing distributed constrained events from transactional workflow specifications}, booktitle={Proceedings - International Conference on Data Engineering}, author={Singh, Munindar P.}, year={1996}, pages={616–623} }
 @article{synthesizing distributed constrained events from transactional workflow specifications_1996, DOI={10.1109/ICDE.1996.492212}, journal={Proceedings of the Twelfth International Conference on Data Engineering}, year={1996} }
 @inproceedings{singh_singh_1995, place={Brisbane}, title={A Natural Language Interface to Information Retrieval Systems}, booktitle={Proceedings of the 2nd Conference of the Pacific Association for Computational Linguistics (PACLING)}, author={Singh, Munindar P. and Singh, Mona}, year={1995}, month={Apr}, pages={1–9} }
 @article{a mediated approach to open, large-scale information management_1995, DOI={10.1109/PCCC.1995.472502}, journal={CONFERENCE PROCEEDINGS OF THE IEEE FOURTEENTH ANNUAL INTERNATIONAL PHOENIX CONFERENCE ON COMPUTERS AND COMMUNICATIONS}, year={1995} }
 @inproceedings{singh_meredith_tomlinson_attie_1995, title={An Event Algebra for Specifying and Scheduling Workflows}, booktitle={Proceedings of the 4th International Conference on Database Systems for Advanced Applications}, author={Singh, Munindar P. and Meredith, L.Greg and Tomlinson, Christine and Attie, Paul C.}, year={1995}, month={Apr}, pages={53–60} }
 @inproceedings{singh_1995, place={Melbourne Beach, Florida}, title={Formalizing Actions in Branching Time: Model-Theoretic Considerations}, booktitle={Proceedings of the 2nd International Workshop on Temporal Representation and Reasoning (TIME)}, author={Singh, Munindar P.}, year={1995}, month={Apr}, pages={97–104} }
 @inproceedings{huhns_singh_1995, title={Mediated approach to open, large-scale information management}, booktitle={Conference Proceedings - International Phoenix Conference on Computers and Communications}, author={Huhns, Michael N. and Singh, Munindar P.}, year={1995}, pages={115–121} }
 @inproceedings{singh_1995, place={London}, title={Semantical Considerations on Workflows: An Algebra for Intertask Dependencies}, url={http://dx.doi.org/10.14236/ewic/dbpl1995.23}, DOI={10.14236/ewic/dbpl1995.23}, publisher={BCS Learning & Development}, author={Singh, Munindar P.}, editor={Atzeni, Paolo and Tannen, ValEditors}, year={1995} }
 @inproceedings{singh_singh_1995, place={Brisbane}, title={Structure of Narratives: A Semantic Approach}, booktitle={Proceedings of the 2nd Conference of the Pacific Association for Computational Linguistics (PACLING)}, author={Singh, Mona and Singh, Munindar}, year={1995}, month={Apr}, pages={1–8} }
 @inproceedings{huhns_singh_pitts_1995, title={The Environmental Information Mall}, booktitle={IJCAI Workshop on Artificial Intelligence and the Environment. Montréal}, author={Huhns, Michael N. and Singh, Munindar P. and Pitts, Gregory E.}, year={1995}, month={Aug} }
 @article{automating workflows for service provisioning - integrating ai and database technologies_1994, DOI={10.1109/CAIA.1994.323647}, journal={Tenth Conference on Artificial Intelligence for Applications, Proceedings}, year={1994} }
 @article{singh_huhns_1994, title={Automating Workflows for Service Order Processing Integrating Al and Database Technologies}, volume={9}, DOI={10.1109/64.331479}, number={5}, journal={IEEE Expert-Intelligent Systems and their Applications}, author={Singh, M.P. and Huhns, M.N.}, year={1994}, pages={12–17} }
 @article{singh_huhns_1994, title={Automating workflows for service order processing: Integrating AI and database technologies}, volume={9}, DOI={10.1109/64.331480}, number={5}, journal={IEEE expert}, author={Singh, Munindar P. and Huhns, Michael N.}, year={1994}, pages={19–23} }
 @inproceedings{huhns_singh_1994, title={Automating workflows for service provisioning: integrating AI and database technologies}, booktitle={Proceedings of the Conference on Artificial Intelligence Applications}, author={Huhns, Michael N. and Singh, Munindar P.}, year={1994}, pages={405–411} }
 @inproceedings{huhns_singh_ksiezyk_1994, place={Tokyo}, title={Global Information Management via Local Autonomous Agents}, booktitle={Proceedings of the ICOT International Symposium on Fifth Generation Computer Systems: Workshop on Heterogeneous Cooperative Knowledge Bases}, author={Huhns, Michael N. and Singh, Munindar P. and Ksiezyk, Tomasz}, year={1994}, month={Dec}, pages={1–15} }
 @inproceedings{huhns_singh_ksiezyk_jacobs_1994, place={Seattle}, title={Global Information Management via Local Autonomous Agents}, booktitle={Proceedings of the 13th International Workshop on Distributed Artificial Intelligence (DAI)}, author={Huhns, Michael N. and Singh, Munindar P. and Ksiezyk, Tomasz and Jacobs, Nigel}, year={1994}, month={Aug} }
 @inproceedings{singh_1994, place={Amsterdam}, title={Maintenance and Prevention: Formalization and Fixpoint Characterization}, booktitle={Proceedings of the ECAI Workshop on Logic and Change}, author={Singh, Munindar P.}, year={1994}, month={Aug}, pages={1–11} }
 @book{singh_1994, place={Heidelberg}, series={Lecture Notes in Computer Science}, title={Multiagent Systems: A Theoretical Framework for Intentions, Know-How, and Communications}, ISBN={3540580263}, url={http://www.csc.ncsu.edu/faculty/mpsingh/books/MAS/}, DOI={10.1007/BFb0030531}, publisher={Springer}, author={Singh, Munindar P.}, year={1994}, collection={Lecture Notes in Computer Science} }
 @article{singh_tomlinson_woelk_1994, title={Relaxed Transaction Processing}, volume={23}, DOI={10.1145/191843.191949}, number={2}, journal={ACM SIGMOD Record}, author={Singh, M.P. and Tomlinson, C. and Woelk, D.}, year={1994}, pages={505} }
 @inproceedings{singh_tomlinson_1994, place={Bangalore}, title={Workflow Execution Through Distributed Events}, booktitle={Proceedings of the 6th International Conference on Management of Data}, author={Singh, Munindar P. and Tomlinson, Christine}, year={1994}, month={Dec}, pages={117–132} }
 @article{singh_asher_1993, title={A logic of intentions and beliefs}, volume={22}, DOI={10.1007/BF01349562}, number={5}, journal={Journal of Philosophical Logic}, author={Singh, M.P. and Asher, N.M.}, year={1993}, pages={513–544} }
 @article{singh_1993, title={A semantics for speech acts}, volume={8}, DOI={10.1007/BF02451549}, number={1-2}, journal={Annals of Mathematics and Artificial Intelligence}, author={Singh, M.P.}, year={1993}, pages={47–71} }
 @article{stephens_singh_1993, title={Declarative Representations of Multiagent Systems}, volume={5}, DOI={10.1109/69.243505}, number={5}, journal={IEEE Transactions on Knowledge and Data Engineering}, author={Stephens, L.M. and Singh, M.P.}, year={1993}, pages={721–739} }
 @inproceedings{huhns_jacobs_ksiezyk_shen_singh_cannata_1993, place={New York}, title={Integrating enterprise information models in Carnot}, ISBN={081863135X}, url={http://dx.doi.org/10.1109/icicis.1993.291772}, DOI={10.1109/icicis.1993.291772}, booktitle={Proceedings International Conference on Intelligent and Cooperative Information Systems}, publisher={IEEE Comput. Soc. Press}, author={Huhns, M.N. and Jacobs, N. and Ksiezyk, T. and Shen, Wei-Min and Singh, M.P. and Cannata, P.E.}, year={1993} }
 @inproceedings{attie_singh_sheth_rusinkiewicz_1993, place={Palo Alto}, title={Specifying and Enforcing Intertask Dependencies}, ISBN={9781558601529}, booktitle={19th International Conference on Very Large Data Bases, August 24th-27th 1993, Dublin, Ireland : proceedings}, publisher={Morgan Kaufmann}, author={Attie, Paul C. and Singh, Munindar P. and Sheth, Amit P. and Rusinkiewicz, Marek}, editor={Agrawal, RakeshEditor}, year={1993}, month={Aug}, pages={134–145} }
 @article{woelk_attie_cannata_meredith_sheth_singh_tomlinson_1993, title={Task Scheduling Using Intertask Dependencies in Carnot}, volume={22}, DOI={10.1145/170036.170150}, number={2}, journal={ACM SIGMOD Record}, author={Woelk, D. and Attie, P. and Cannata, P. and Meredith, G. and Sheth, A. and Singh, M. and Tomlinson, C.}, year={1993}, pages={491–494} }
 @article{tomlinson_attie_cannata_meredith_sheth_singh_woelk_1993, title={Workflow Support in Carnot}, volume={16}, number={2}, journal={Bulletin of the Technical Committee on Data Engineering}, author={Tomlinson, Christine and Attie, Paul and Cannata, Phil and Meredith, Greg and Sheth, Amit and Singh, Munindar and Woelk, Darrell}, year={1993}, month={Jun}, pages={33–36} }
 @inproceedings{singh_1992, place={Vienna}, title={A Critical Examination of the Cohen-Levesque Theory of Intentions}, booktitle={Proceedings of the 10th European Conference on Artificial Intelligence}, author={Singh, Munindar P.}, year={1992}, month={Aug}, pages={364–368} }
 @inproceedings{singh_singh_1992, place={Vienna}, title={Computing the Temporal Structure of Events in Natural Language}, booktitle={Proceedings of the European Conference on Artificial Intelligence}, author={Singh, Mona and Singh, Munindar P.}, year={1992}, month={Aug}, pages={528–532} }
 @inbook{huhns_jacobs_ksiezyk_shen_singh_cannata_1992, place={Cambridge, MA}, title={Enterprise Information Modeling and Model Integration in Carnot}, ISBN={9780262660808}, booktitle={Enterprise Integration Modeling}, publisher={MIT Press}, author={Huhns, Michael N. and Jacobs, Nigel and Ksiezyk, Tomasz and Shen, Wei-Min and Singh, Munindar P. and Cannata, Philip E.}, editor={Petrie, Charles J., JrEditor}, year={1992}, pages={290–299} }
 @inproceedings{singh_1992, title={On the semantics of protocols among distributed intelligent agents}, ISBN={0780306058}, url={http://dx.doi.org/10.1109/pccc.1992.200581}, DOI={10.1109/pccc.1992.200581}, booktitle={Eleventh Annual International Phoenix Conference on Computers and Communication [1992 Conference Proceedings]}, publisher={IEEE}, author={Singh, M.}, year={1992} }
 @inproceedings{singh_singh_1992, place={Budapest}, title={Temporal Adverbials and the Structure of Events}, booktitle={Proceedings of the 4th Symposium on Logic and Language}, author={Singh, Mona and Singh, Munindar P.}, year={1992}, month={Aug}, pages={1–4} }
 @inproceedings{huhns_singh_1992, place={Washington}, title={The Semantic Integration of Information Models}, booktitle={Proceedings of the AAAI Workshop on Cooperation among Heterogeneous Intelligent Agents}, author={Huhns, Michael N. and Singh, Munindar P.}, year={1992}, month={Jul}, pages={1–8} }
 @inproceedings{singh_1991, place={Anaheim, California}, title={A Logic of Situated Know-how}, booktitle={Proceedings of the National Conference on Artificial Intelligence (AAAI)}, author={Singh, Munindar P.}, year={1991}, month={Jul}, pages={343–348} }
 @inproceedings{singh_1991, place={Chicago}, title={Intentions, Commitments and Rationality}, booktitle={Proceedings of the 13th Annual Conference of the Cognitive Science Society}, author={Singh, Munindar P.}, year={1991}, month={Aug}, pages={493–498} }
 @inproceedings{singh_1991, place={Sydney}, title={On the Commitments and Precommitments of Limited Agents}, booktitle={Proceedings of the IJCAI Workshop on the Theoretical and Practical Design of Rational Agents}, author={Singh, Munindar P.}, year={1991}, month={Aug}, pages={1–11} }
 @inproceedings{singh_1991, place={Monterey, California}, title={Social and Psychological Commitments in Multiagent Systems}, booktitle={AAAI Fall Symposium on Knowledge and Action at Social and Organizational Levels}, author={Singh, Munindar P.}, year={1991}, month={Nov}, pages={104–106} }
 @inproceedings{singh_1991, place={Tarrytown, New York}, title={Towards a Formal Semantics for Speech Acts}, booktitle={Proceedings of the 2nd Meeting on the Mathematics of Language (MOL)}, author={Singh, Munindar P.}, year={1991}, month={May}, pages={1–6} }
 @inproceedings{singh_1991, place={Sydney}, title={Towards a Formal Theory of Communication for Multiagent Systems}, booktitle={Proceedings of the 12th International Joint Conference on Artificial Intelligence (IJCAI)}, author={Singh, Munindar P.}, year={1991}, month={Aug}, pages={69–74} }
 @inbook{singh_asher_1991, place={Amsterdam}, series={Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)}, title={Towards a formal theory of intentions}, ISBN={9783540536864 9783540469827}, ISSN={0302-9743 1611-3349}, url={http://dx.doi.org/10.1007/bfb0018460}, DOI={10.1007/bfb0018460}, booktitle={Logics in AI. JELIA 1990}, publisher={Springer Berlin Heidelberg}, author={Singh, Munindar P. and Asher, Nicholas M.}, editor={van Eijck, J.Editor}, year={1991}, pages={472–486}, collection={Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)} }
 @inbook{singh_1990, place={Amsterdam}, title={Group Ability and Structure}, volume={2}, booktitle={Decentralized Artificial Intelligence}, publisher={Elsevier/North-Holland}, author={Singh, Munindar P.}, editor={Demazeau, Yves and Müller, Jean-PierreEditors}, year={1990}, month={Aug}, pages={127–145} }
 @inproceedings{singh_1990, place={Bandera, Texas}, title={Group Intentions}, booktitle={Proceedings of the 10th Workshop on Distributed Artificial Intelligence}, author={Singh, Munindar P.}, year={1990}, month={Oct}, pages={1–26} }
 @inproceedings{singh_1990, place={Stockholm}, title={Towards a Theory of Situated Know-how}, booktitle={Proceedings of the 9th European Conference on Artificial Intelligence (ECAI)}, author={Singh, Munindar P.}, year={1990}, month={Aug}, pages={604–609} }
 @inproceedings{singh_1988, place={Denver}, title={Planning and Necessity}, booktitle={Proceedings of the 3rd Rocky Mountain Conference on Artificial Intelligence}, author={Singh, Munindar P.}, year={1988}, month={Jun}, pages={46–55} }
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