Works Published in 2022
Displaying works 201 - 220 of 247 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2022 conference paper
Improving problem detection in peer assessment through pseudo-labeling using semi-supervised learning
EDM 2022: 15th International Conference on Educational Data Mining. Presented at the EDM 2022: 15th International Conference on Educational Data Mining.
Event: EDM 2022: 15th International Conference on Educational Data Mining
Sources: NC State University Libraries, ORCID
Added: July 22, 2022
2022 conference paper
Modeling review helpfulness with augmented transformer neural networks
[CA and online,]. 2022 IEEE 16th International Conference on Semantic Computing (ICSC), 83–90.
Event: 2022 IEEE 16th International Conference on Semantic Computing (ICSC) at Laguna Hills, CA on January 26-28, 2022
author keywords: Machine learning algorithms; Classification algorithms; STEM; Educational technology; Engineering education
TL;DR:
This paper introduces a new augmented model for detecting helpfulness and tests it against the original model that uses raw text, yielding a 7% increase in performance measured in F1 score.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
4. Quality Education
(OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: July 22, 2022
2022 conference paper
Automating Personalized Feedback to Improve Students' Persistence in Computing
Proceedings of the 53rd ACM Technical Symposium on Computer Science Education V. 2.
Contributors: L. Battestilli n
TL;DR:
This workshop will reduce the burden of giving students personalized feedback by: 1) giving instructors empirically validated email templates to use in their own courses, and 2) guiding faculty how to send emails at-scale.
(via Semantic Scholar)
Source: ORCID
Added: July 20, 2022
2022 article
Increasing Students' Persistence in Computer Science through a Lightweight Scalable Intervention
PROCEEDINGS OF THE 27TH ACM CONFERENCE ON INNOVATION AND TECHNOLOGY IN COMPUTER SCIENCE EDUCATION, ITICSE 2022, VOL 1, pp. 526–532.
author keywords: Positive Feedback; Introductory Computer Science; Persistence in Computing; Self-Assessment of Computing Ability
TL;DR:
This study investigates the effect of a lightweight, scalable intervention where students received personalized, contextualized feedback from their instructors after two major assignments during the semester, and demonstrates that providing students' sense of belonging, professional role confidence, and the likelihood of stating an intention to pursue a major in computer science are improved.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: July 20, 2022
2022 conference paper
Insta-Reviewer: A Data-Driven Approach for Generating Instant Feedback on Students' Project Reports
Proceedings of EDM 2022: the 15th International Conference on Educational Data Mining.
Source: ORCID
Added: July 15, 2022
2022 conference paper
Can Pre-class GitHub Contributions Predict Success by Student Teams?
2022 IEEE/ACM 44th International Conference on Software Engineering: Software Engineering Education and Training (ICSE-SEET), 40–49.
Event: IEEE
Source: ORCID
Added: July 15, 2022
2022 conference paper
Going beyond 'Good Job': Analyzing Helpful Feedback from the Student's Perspective
EDM 2022: 15th International Conference on Educational Data Mining. Presented at the EDM 2022: 15th International Conference on Educational Data Mining, Durham University, Durham, UK.
Event: EDM 2022: 15th International Conference on Educational Data Mining at Durham University, Durham, UK on July 24-27, 2022
Sources: NC State University Libraries, ORCID
Added: July 12, 2022
2022 journal article
Predicting health indicators for open source projects (using hyperparameter optimization)
EMPIRICAL SOFTWARE ENGINEERING, 27(6).
author keywords: Hyperparameter optimization; Project health; Machine learning
TL;DR:
This is the largest study yet conducted, using recent data for predicting multiple health indicators of open-source projects, and finds that traditional estimation algorithms make many mistakes.
(via Semantic Scholar)
arxiv.org (repository)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: July 5, 2022
2022 review
Defining clinical outcome pathways
[Review of ]. DRUG DISCOVERY TODAY, 27(6), 1671–1678.
author keywords: Clinical outcome pathways; Key molecular events; Drug repurposing; Knowledge graphs
MeSH headings : Drug Discovery; Drug Repositioning; Knowledge; Knowledge Bases
TL;DR:
It is proposed that broader use of COP uncovered with the help of biomedical knowledge graph mining will likely accelerate drug discovery and repurposing efforts.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
5. Gender Equality
(Web of Science)
Source: Web Of Science
Added: June 27, 2022
2022 journal article
Sequential Model Optimization for Software Effort Estimation
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 48(6), 1994–2009.
author keywords: Estimation; Software; Tools; Optimization; Data models; Task analysis; Mathematical model; Effort estimation; COCOMO; hyperparameter tuning; regression trees; sequential model optimization
TL;DR:
This paper applies a configuration technique called “ROME” (Rapid Optimizing Methods for Estimation), which uses sequential model-based optimization (SMO) to find what configuration settings of effort estimation techniques work best for a particular data set.
(via Semantic Scholar)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: June 15, 2022
2022 journal article
Assessing expert system-assisted literature reviews with a case study
EXPERT SYSTEMS WITH APPLICATIONS, 200.
author keywords: Systematic literature review; Expert systems; Software engineering; Active learning; Primary study selection; Test case prioritization
TL;DR:
An expert system that incorporates an incrementally updated human-in-the-loop active learning tool is used to identify test case prioritization techniques for automated UI testing from 8,349 papers on IEEE Xplore.
(via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries
Added: June 13, 2022
2022 journal article
Prosocial Norm Emergence in Multi-agent Systems
ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS, 17(1-2).
author keywords: Fairness; ethics; prosociality; socio-technical systems; decentralized multi-agent systems
TL;DR:
Cha is proposed, a framework for the emergence of prosocial norms that supports continual change to a system and dynamism and incorporates prosocial decision-making based on inequity aversion theory, reflecting an intuition of guilt arising from being antisocial.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions
(OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: June 7, 2022
2022 article
Moral and social ramifications of autonomous vehicles: a qualitative study of the perceptions of professional drivers
Dubljevic, V., Douglas, S., Milojevich, J., Ajmeri, N., Bauer, W. A., List, G., & Singh, M. P. (2022, May 14). BEHAVIOUR & INFORMATION TECHNOLOGY, Vol. 5.
author keywords: Autonomous vehicles; interviews; drivers; artificial intelligence; socioeconomic justice
TL;DR:
It is found that although drivers agree that AVs will significantly impact future transportation systems, they are apprehensive about the prospects of reskilling for other jobs and want their employers to be straightforward in how the introduction ofAVs will affect them.
(via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: May 31, 2022
2022 journal article
Top Five Challenges in Software Supply Chain Security: Observations From 30 Industry and Government Organizations
IEEE SECURITY & PRIVACY, 20(2), 96–100.
TL;DR:
Three summits are held with a diverse set of organizations and the top five challenges in software supply chain security are reported on.
(via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: May 31, 2022
2022 journal article
Identifying Self-Admitted Technical Debts With Jitterbug: A Two-Step Approach
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 48(5), 1676–1691.
author keywords: Software; Machine learning; Pattern recognition; Training; Computer hacking; Machine learning algorithms; Estimation; Technical debt; software engineering; machine learning; pattern recognition
TL;DR:
Jitterbug is proposed, a two-step framework for identifying SATDs that identifies the “easy to find” SATDs automatically with close to 100 percent precision using a novel pattern recognition technique and machine learning techniques are applied to assist human experts in manually identifying the remaining “hard to find
(via Semantic Scholar)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: May 31, 2022
2022 journal article
A Survey of Single-Scene Video Anomaly Detection
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 44(5), 2293–2312.
author keywords: Anomaly detection; Computational modeling; Cameras; Training; Buildings; Legged locomotion; Feeds; Video anomaly detection; abnormal event detection; surveillance
MeSH headings : Algorithms
TL;DR:
This article summarizes research trends on the topic of anomaly detection in video feeds of a single scene and categorizes and situates past research into an intuitive taxonomy, and provides a comprehensive comparison of the accuracy of many algorithms on standard test sets.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: May 23, 2022
2022 journal article
A Digital Communication Twin for Addressing Misinformation: Vision, Challenges, Opportunities
IEEE INTERNET COMPUTING, 26(2), 36–41.
author keywords: Analytical models; Adaptation models; Social networking (online); Pandemics; Computational modeling; Atmospheric modeling; Medical services
TL;DR:
The envisioned solution is sociotechnical in that it relies upon people to push back against the ravages of misinformation but incorporates novel computational support for doing so and envision a digital communication twin platform for misinformation flow in social networks.
(via Semantic Scholar)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: May 17, 2022
2022 article
Building a Virtual Community of Practice: Teacher Learning for Computational Thinking Infusion
Jocius, R., O'Byrne, W. I., Albert, J., Joshi, D., Blanton, M., Robinson, R., … Catete, V. (2022, April 18). TECHTRENDS, Vol. 4.
author keywords: Communities of practice; Computational thinking; Computer science; Cooperative/collaborative learning; Distance education and online learning; Teacher professional development; Teaching/learning strategies
TL;DR:
This study investigates teachers’ experiences in a Virtual Pivot, a PD workshop designed to support computational thinking integration into disciplinary teaching, which employed research-based design principles for virtual teacher PD.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: May 2, 2022
2022 journal article
Feature toggles as code: Heuristics and metrics for structuring feature toggles
INFORMATION AND SOFTWARE TECHNOLOGY, 145.
author keywords: Feature toggle; Continuous integration; Continuous development; Open source repository; Heuristic; Metric
TL;DR:
This research proposes 7 heuristics to guide structuring feature toggles in the codebase by proposing and evaluating a set of heuristics and corresponding complexity, comprehensibility, and maintainability metrics based upon an empirical study of open source repositories.
(via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: May 2, 2022
2022 article
Guest editorial: Special issue on the 2020 IEEE symposium on real-time distributed computing (ISORC)
Cucinotta, T., Mueller, F., & Simmhan, Y. (2022, March). JOURNAL OF SYSTEMS ARCHITECTURE, Vol. 124.
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Source: Web Of Science
Added: May 2, 2022
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