Jonathan P. Rowe

Works (36)

Updated: April 11th, 2023 10:13

2022 article

Investigating Student Interest and Engagement in Game-Based Learning Environments

ARTIFICIAL INTELLIGENCE IN EDUCATION, PT I, Vol. 13355, pp. 711–716.

By: J. Zhang*, S. Hutt, J. Ocumpaugh, N. Henderson, A. Goslen, J. Rowe, K. Boyer, E. Wiebe, B. Mott, J. Lester

author keywords: Interest; Science learning; Learning technology
Sources: Web Of Science, ORCID
Added: November 21, 2022

2022 article

Leveraging Student Goal Setting for Real-Time Plan Recognition in Game-Based Learning

ARTIFICIAL INTELLIGENCE IN EDUCATION, PT I, Vol. 13355, pp. 78–89.

By: A. Goslen, D. Carpenter, J. Rowe, N. Henderson, R. Azevedo & J. Lester

author keywords: Plan recognition; Game-based Learning; Self-regulated learning
Source: Web Of Science
Added: November 21, 2022

2022 article

Robust Adaptive Scaffolding with Inverse Reinforcement Learning-Based Reward Design

ARTIFICIAL INTELLIGENCE IN EDUCATION: POSTERS AND LATE BREAKING RESULTS, WORKSHOPS AND TUTORIALS, INDUSTRY AND INNOVATION TRACKS, PRACTITIONERS AND DOCTORAL CONSORTIUM, PT II, Vol. 13356, pp. 204–207.

By: F. Fahid, J. Rowe, R. Spain, B. Goldberg, R. Pokorny & J. Lester

author keywords: Inverse reinforcement learning; Reward modeling; Adaptive learning environments; Adaptive scaffolding; ICAP
Source: Web Of Science
Added: November 14, 2022

2021 article

A reinforcement learning approach to adaptive remediation in online training

Spain, R., Rowe, J., Smith, A., Goldberg, B., Pokorny, R., Mott, B., & Lester, J. (2021, July 23). JOURNAL OF DEFENSE MODELING AND SIMULATION-APPLICATIONS METHODOLOGY TECHNOLOGY-JDMS, Vol. 7.

By: R. Spain, J. Rowe, A. Smith, B. Goldberg*, R. Pokorny*, B. Mott, J. Lester n

author keywords: Tutorial planning; adaptive remediation; reinforcement learning; adaptive instructional systems
Sources: Web Of Science, ORCID
Added: August 2, 2021

2021 article

Adaptively Scaffolding Cognitive Engagement with Batch Constrained Deep Q-Networks

ARTIFICIAL INTELLIGENCE IN EDUCATION (AIED 2021), PT I, Vol. 12748, pp. 113–124.

By: F. Fahid, J. Rowe, R. Spain, B. Goldberg*, R. Pokorny* & J. Lester n

author keywords: Deep reinforcement learning; Cognitive engagement; ICAP; Adaptive learning environments
Source: Web Of Science
Added: November 28, 2022

2021 article

Enhancing Multimodal Affect Recognition with Multi-Task Affective Dynamics Modeling

2021 9TH INTERNATIONAL CONFERENCE ON AFFECTIVE COMPUTING AND INTELLIGENT INTERACTION (ACII).

By: N. Henderson, W. Min, J. Rowe & J. Lester n

author keywords: multitask learning; affect recognition; multimodal interaction; game-based learning environments
Sources: Web Of Science, ORCID
Added: June 6, 2022

2021 article

Investigating Student Reflection during Game-Based Learning in Middle Grades Science

LAK21 CONFERENCE PROCEEDINGS: THE ELEVENTH INTERNATIONAL CONFERENCE ON LEARNING ANALYTICS & KNOWLEDGE, pp. 280–291.

By: D. Carpenter, E. Cloude*, J. Rowe, R. Azevedo* & J. Lester n

author keywords: Self-Regulated Learning; Game-Based Learning; Reflection
Source: Web Of Science
Added: November 28, 2022

2021 article

Multimodal Trajectory Analysis of Visitor Engagement with Interactive Science Museum Exhibits

ARTIFICIAL INTELLIGENCE IN EDUCATION (AIED 2021), PT II, Vol. 12749, pp. 151–155.

By: A. Emerson, N. Henderson, W. Min, J. Rowe, J. Minogue & J. Lester n

author keywords: Museum learning; Visitor engagement; Multimodal trajectory; analytics
Sources: Web Of Science, ORCID
Added: November 28, 2022

2021 journal article

Predictive Student Modeling in Game-Based Learning Environments with Word Embedding Representations of Reflection

INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE IN EDUCATION, 31(1), 1–23.

By: M. Geden, A. Emerson, D. Carpenter, J. Rowe, R. Azevedo & J. Lester n

author keywords: Student modeling; Early prediction; Game-based learning environments; Self-regulated learning; Reflection
Source: Web Of Science
Added: November 9, 2020

2020 review

Artificial Intelligence for Personalized Preventive Adolescent Healthcare

[Review of ]. JOURNAL OF ADOLESCENT HEALTH, 67(2), 552–558.

By: J. Rowe & J. Lester n

author keywords: Artificial intelligence; Prevention; Health information technology; Adaptive learning technologies; User modeling; Interactive narrative generation; Adolescents
Source: Web Of Science
Added: August 10, 2020

2020 journal article

Fostering Engagement in Health Behavior Change: Iterative Development of an Interactive Narrative Environment to Enhance Adolescent Preventive Health Services

JOURNAL OF ADOLESCENT HEALTH, 67(2), S34–S44.

By: E. Ozer*, J. Rowe, K. Tebb*, M. Berna*, C. Penilla*, A. Giovanelli*, C. Jasik*, J. Lester n

author keywords: Health behavior change; Prevention; Interactive narrative technologies; Adolescent risk behavior; Alcohol use; Games for health; Narrative-centered behavior change environments; Health information technology; Self-efficacy; Social-cognitive theory
Source: Web Of Science
Added: August 10, 2020

2019 article

4D Affect Detection: Improving Frustration Detection in Game-Based Learning with Posture-Based Temporal Data Fusion

ARTIFICIAL INTELLIGENCE IN EDUCATION (AIED 2019), PT I, Vol. 11625, pp. 144–156.

By: N. Henderson, J. Rowe, B. Mott, K. Brawner*, R. Baker* & J. Lester n

author keywords: Affect detection; Data fusion; Posture; Frustration; Deep learning
Source: Web Of Science
Added: December 2, 2019

2019 journal article

Collaborative inquiry play A design case to frame integration of collaborative problem solving with story-centric games

INFORMATION AND LEARNING SCIENCES, 120(9/10), 547–566.

By: A. Saleh, C. Hmelo-Silver, K. Glazewski, B. Mott, Y. Chen, J. Rowe, J. Lester

author keywords: Play; Socially shared regulated learning; Problem-based learning; Collaborative inquiry; Game-based learning; Complex systems
Source: Web Of Science
Added: December 30, 2019

2019 article

Designing and Developing Interactive Narratives for Collaborative Problem-Based Learning

INTERACTIVE STORYTELLING, ICIDS 2019, Vol. 11869, pp. 86–100.

By: B. Mott, R. Taylor n, S. Lee, J. Rowe, A. Saleh*, K. Glazewski*, C. Hmelo-Silver*, J. Lester n

author keywords: Narrative-centered learning; Collaborative learning
Source: Web Of Science
Added: December 11, 2020

2019 journal article

ENGAGING ADOLESCENTS IN A SELF-ADAPTIVE PERSONALIZED BEHAVIOR CHANGE SYSTEM FOR ADOLESCENT PREVENTIVE HEALTHCARE

JOURNAL OF ADOLESCENT HEALTH, 64(2), S60–61.

By: E. Ozer, J. Rowe, K. Tebb, M. Berna, C. Jasik, C. Penilla, A. Giovanelli, M. Ozer-Staton, A. Kellenberger, J. Lester

Source: NC State University Libraries
Added: February 4, 2019

2018 journal article

Detecting and Addressing Frustration in a Serious Game for Military Training

INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE IN EDUCATION, 28(2), 152–193.

By: J. DeFalco*, J. Rowe, L. Paquette*, V. Georgoulas-Sherry*, K. Brawner*, B. Mott, R. Baker*, J. Lester n

author keywords: Affect detection; Motivational feedback; Game-based learning; Gift
Source: Web Of Science
Added: August 6, 2018

2017 journal article

Play in the Museum: Design and Development of a Game-Based Learning Exhibit for Informal Science Education

INTERNATIONAL JOURNAL OF GAMING AND COMPUTER-MEDIATED SIMULATIONS, 9(3), 96–113.

By: J. Rowe, E. Lobene*, B. Mott & J. Lester n

author keywords: Educational Game Design; Game-Based Learning; Museum Education; Pedagogical Agents; Surface Computing Tables; Visitor Studies
Source: Web Of Science
Added: August 6, 2018

2017 conference paper

Toward affect-sensitive virtual human tutors: The influence of facial expressions on learning and emotion

International conference on affective computing and intelligent, 184–189.

By: N. Mudrick, M. Taub, R. Azevedo, J. Rowe & J. Lester n

Source: NC State University Libraries
Added: August 6, 2018

2017 journal article

Using multi-channel data with multi-level modeling to assess in-game performance during gameplay with CRYSTAL ISLAND

COMPUTERS IN HUMAN BEHAVIOR, 76, 641–655.

By: M. Taub, N. Mudrick, R. Azevedo, G. Millar, J. Rowe & J. Lester n

author keywords: Cognitive strategies; Metacognitive monitoring; Game-based learning environments; Eye tracking; Log files; Self-regulated learning
Source: Web Of Science
Added: August 6, 2018

2016 journal article

The AIIDE 2015 Workshop Program

AI MAGAZINE, 37(2), 91–94.

By: C. Barot n, M. Buro*, M. Cook*, M. Eladhari*, M. Johansson*, B. Li*, A. Liapis*, J. McCoy* ...

Source: Web Of Science
Added: August 6, 2018

2016 article

Using Multi-level Modeling with Eye-Tracking Data to Predict Metacognitive Monitoring and Self-regulated Learning with CRYSTAL ISLAND

INTELLIGENT TUTORING SYSTEMS, ITS 2016, Vol. 9684, pp. 240–246.

By: M. Taub, N. Mudrick, R. Azevedo, G. Millar, J. Rowe & J. Lester n

author keywords: Metacognition; Self-regulated learning; Game-based learning; Eye tracking; Process data; Scientific reasoning
Source: Web Of Science
Added: August 6, 2018

2015 article

DeepStealth: Leveraging Deep Learning Models for Stealth Assessment in Game-Based Learning Environments

ARTIFICIAL INTELLIGENCE IN EDUCATION, AIED 2015, Vol. 9112, pp. 277–286.

By: W. Min, M. Frankosky n, B. Mott, J. Rowe, E. Wiebe, K. Boyer, J. Lester n

author keywords: Game-based learning environments; Stealth assessment; Deep learning; Computational thinking; Educational games
Sources: Web Of Science, ORCID
Added: August 6, 2018

2014 journal article

A Supervised Learning Framework for Modeling Director Agent Strategies in Educational Interactive Narrative

IEEE TRANSACTIONS ON COMPUTATIONAL INTELLIGENCE AND AI IN GAMES, 6(2), 203–215.

By: S. Lee, J. Rowe, B. Mott & J. Lester n

author keywords: Bayesian networks; interactive drama; machine learning; narrative; serious games
Source: Web Of Science
Added: August 6, 2018

2014 conference paper

Generalizability of goal recognition models in narrative-centered learning environments

User modeling, adaptation, and personalization, umap 2014, 8538, 278–289.

By: A. Baikadi, J. Rowe, B. Mott & J. Lester n

Source: NC State University Libraries
Added: August 6, 2018

2014 book

Leveraging semi-supervised learning to predict student problem-solving performance in narrative-centered learning environments

In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (pp. 664–665).

By: W. Min, B. Mott, J. Rowe & J. Lester n

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2014 conference paper

Serious games go informal: a museum-centric perspective on intelligent game-based learning

Intelligent tutoring systems, its 2014, 8474, 410–415.

By: J. Rowe, E. Lobene, B. Mott & J. Lester n

Source: NC State University Libraries
Added: August 6, 2018

2012 journal article

Reports on the 2011 AAAI Fourth Artificial Intelligence for Interactive Digital Entertainment Conference Workshops

AI MAGAZINE, 33(1), 55–56.

By: D. Elson*, J. Rowe, A. Smith*, G. Smith* & E. Tomai*

Source: Web Of Science
Added: August 6, 2018

conference paper

Affect dynamics in military trainees using vMedic: From engaged concentration to boredom to confusion

Ocumpaugh, J., Andres, J. M., Baker, R., DeFalco, J., Paquette, L., Rowe, J., … Sottilare, R. Artificial intelligence in education, aied 2017, 10331, 238–249.

By: J. Ocumpaugh, J. Andres, R. Baker, J. DeFalco, L. Paquette, J. Rowe, B. Mott, J. Lester ...

Source: NC State University Libraries
Added: August 6, 2018

conference paper

Archetype-driven character dialogue generation for interactive narrative

Rowe, J. P., Ha, E. Y., & Lester, J. C. Intelligent virtual agents, proceedings, 5208, 45–58.

By: J. Rowe, E. Ha & J. Lester

Source: NC State University Libraries
Added: August 6, 2018

conference paper

Balancing learning and engagement in game-based learning environments with multi-objective reinforcement learning

Sawyer, R., Rowe, J., & Lester, J. Artificial intelligence in education, aied 2017, 10331, 323–334.

By: R. Sawyer, J. Rowe & J. Lester

Source: NC State University Libraries
Added: August 6, 2018

conference paper

Improving student problem solving in narrative-centered learning environments: A modular reinforcement learning framework

Rowe, J. P., & Lester, J. C. Artificial intelligence in education, aied 2015, 9112, 419–428.

By: J. Rowe & J. Lester

Source: NC State University Libraries
Added: August 6, 2018

conference paper

Is more agency better? The impact of student agency on game-based learning

Sawyer, R., Smith, A., Rowe, J., Azevedo, R., & Lester, J. Artificial intelligence in education, aied 2017, 10331, 335–346.

By: R. Sawyer, A. Smith, J. Rowe, R. Azevedo & J. Lester

Source: NC State University Libraries
Added: August 6, 2018

conference paper

Off-task behavior in narrative-centered learning environments

Rowe, J. P., McQuiggan, S. W., Robison, J. L., & Lester, J. C. Artificial intelligence in education - building learnning systems that care: from knowledge representation to affective modelling , 200, 99–106.

By: J. Rowe, S. McQuiggan, J. Robison & J. Lester

Source: NC State University Libraries
Added: August 6, 2018

conference paper

Toward affect-sensitive virtual human tutors: The influence of facial expressions on learning and emotion

Mudrick, N. V., Taub, M., Azevedo, R., Rowe, J., & Lester, J. International conference on affective computing and intelligent, 184–189.

By: N. Mudrick, M. Taub, R. Azevedo, J. Rowe & J. Lester

Source: NC State University Libraries
Added: August 6, 2018

conference paper

Using multi-level modeling with eye-tracking data to predict metacognitive monitoring and self-regulated learning with CRYSTAL ISLAND

Taub, M., Mudrick, N. V., Azevedo, R., Millar, G. C., Rowe, J., & Lester, J. Intelligent tutoring systems, its 2016, 0684, 240–246.

By: M. Taub, N. Mudrick, R. Azevedo, G. Millar, J. Rowe & J. Lester

Source: NC State University Libraries
Added: August 6, 2018

conference paper

Using multi-level modeling with eye-tracking data to predict metacognitive monitoring and self-regulated learning with crystal island

Taub, M., Mudrick, N. V., Azevedo, R., Millar, G. C., Rowe, J., & Lester, J. Intelligent tutoring systems, its 2016, 9684, 240–246.

By: M. Taub, N. Mudrick, R. Azevedo, G. Millar, J. Rowe & J. Lester

Source: NC State University Libraries
Added: August 6, 2018