Jonathan P. Rowe

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 63

Top Venues

Publications

Fahmid Morshed Fahid, Jonathan P. Rowe, Yeojin Kim, Shashank Srivastava, James C. Lester
Online Reinforcement Learning-Based Pedagogical Planning for Narrative-Centered Learning Environments. AAAI (2024)
James C. Lester, Mohit Bansal, Gautam Biswas, Cindy E. Hmelo-Silver, Jeremy Roschelle, Jonathan P. Rowe
The AI Institute for Engaged Learning. AI Mag. 45 (1) (2024)
Andres Felipe Zambrano, Amanda Barany, Jaclyn Ocumpaugh, Nidhi Nasiar, Stephen Hutt, Alex Goslen, Jonathan P. Rowe, James C. Lester, Eric N. Wiebe, Bradford W. Mott
Cracking the Code of Learning Gains: Using Ordered Network Analysis to Understand the Influence of Prior Knowledge. ICQE (2023)
Vikram Kumaran, Dan Carpenter, Jonathan P. Rowe, Bradford W. Mott, James C. Lester
End-to-End Procedural Level Generation in Educational Games with Natural Language Instruction. CoG (2023)
Andrew Emerson, Wookhee Min, Jonathan P. Rowe, Roger Azevedo, James C. Lester
Multimodal Predictive Student Modeling with Multi-Task Transfer Learning. LAK (2023)
Yeo Jin Kim, Alex Goslen, Jonathan P. Rowe, Bradford W. Mott, James C. Lester
Language Model-Based Player Goal Recognition in Open World Digital Games. AIIDE (2023)
Vikram Kumaran, Jonathan P. Rowe, Bradford W. Mott, James C. Lester
SceneCraft: Automating Interactive Narrative Scene Generation in Digital Games with Large Language Models. AIIDE (2023)
Nidhi Nasiar, Andres F. Zambrano, Jaclyn Ocumpaugh, Stephen Hutt, Alexis Goslen, Jonathan P. Rowe, James C. Lester, Nathan L. Henderson, Eric N. Wiebe, Kristy Elizabeth Boyer, Bradford W. Mott
It's Good to Explore: Investigating Silver Pathways and the Role of Frustration During Game-Based Learning. AIED (Posters/Late Breaking Results/...) (2023)
Vikram Kumaran, Jonathan P. Rowe, Bradford W. Mott, Snigdha Chaturvedi, James C. Lester
Improving Classroom Dialogue Act Recognition from Limited Labeled Data with Self-Supervised Contrastive Learning Classifiers. ACL (Findings) (2023)
Alex Goslen, Nathan L. Henderson, Jonathan P. Rowe, Jiayi Zhang, Stephen Hutt, Jaclyn Ocumpaugh, Eric N. Wiebe, Kristy Elizabeth Boyer, Bradford W. Mott, James C. Lester
Enhancing Engagement Modeling in Game-Based Learning Environments with Student-Agent Discourse Analysis. AIED (Posters/Late Breaking Results/...) (2023)
Alex Goslen, Yeo Jin Kim, Jonathan P. Rowe, James C. Lester
Language Modeling for Plan Generation in Game-Base Learning Environments. LLM@AIED (2023)
Alex Goslen, Dan Carpenter, Jonathan P. Rowe, Roger Azevedo, James C. Lester
Robust Player Plan Recognition in Digital Games with Multi-Task Multi-Label Learning. AIIDE (2022)
Anisha Gupta, Dan Carpenter, Wookhee Min, Jonathan P. Rowe, Roger Azevedo, James C. Lester
Enhancing Multimodal Goal Recognition in Open-World Games with Natural Language Player Reflections. AIIDE (2022)
Fahmid Morshed Fahid, Jonathan P. Rowe, Randall D. Spain, Benjamin S. Goldberg, Robert Pokorny, James C. Lester
Robust Adaptive Scaffolding with Inverse Reinforcement Learning-Based Reward Design. AIED (2) (2022)
Alex Goslen, Dan Carpenter, Jonathan P. Rowe, Nathan L. Henderson, Roger Azevedo, James C. Lester
Leveraging Student Goal Setting for Real-Time Plan Recognition in Game-Based Learning. AIED (1) (2022)
Jiayi Zhang, Stephen Hutt, Jaclyn Ocumpaugh, Nathan L. Henderson, Alex Goslen, Jonathan P. Rowe, Kristy Elizabeth Boyer, Eric N. Wiebe, Bradford W. Mott, James C. Lester
Investigating Student Interest and Engagement in Game-Based Learning Environments. AIED (1) (2022)
Megan Mott, Bradford W. Mott, Jonathan P. Rowe, Elizabeth Ozer, Alison Giovanelli, Mark Berna, Marianne Pugatch, Kathleen Tebb, Carlos Penilla, James C. Lester
"What's Important to You, Max?": The Influence of Goals on Engagement in an Interactive Narrative for Adolescent Health Behavior Change. ICIDS (2021)
Fahmid Morshed Fahid, Jonathan P. Rowe, Randall D. Spain, Benjamin S. Goldberg, Robert Pokorny, James C. Lester
Adaptively Scaffolding Cognitive Engagement with Batch Constrained Deep Q-Networks. AIED (1) (2021)
Seung Y. Lee, Bradford W. Mott, Anne T. Ottenbreit-Leftwich, Adam Scribner, Sandra Taylor, Kyungjin Park, Jonathan P. Rowe, Krista D. Glazewski, Cindy E. Hmelo-Silver, James C. Lester
AI-Infused Collaborative Inquiry in Upper Elementary School: A Game-Based Learning Approach. AAAI (2021)
Nathan L. Henderson, Wookhee Min, Jonathan P. Rowe, James C. Lester
Enhancing Multimodal Affect Recognition with Multi-Task Affective Dynamics Modeling. ACII (2021)
Michael Geden, Andrew Emerson, Dan Carpenter, Jonathan P. Rowe, Roger Azevedo, James C. Lester
Predictive Student Modeling in Game-Based Learning Environments with Word Embedding Representations of Reflection. Int. J. Artif. Intell. Educ. 31 (1) (2021)
Randall D. Spain, Jonathan P. Rowe, Benjamin S. Goldberg, Robert Pokorny, Michael Hoffman, Steven Harrison, James C. Lester
Developing Adaptive Team Coaching in GIFT: A Data-Driven Approach. TTW@AIED (2021)
Dan Carpenter, Elizabeth B. Cloude, Jonathan P. Rowe, Roger Azevedo, James C. Lester
Investigating Student Reflection during Game-Based Learning in Middle Grades Science. LAK (2021)
Nathan L. Henderson, Wookhee Min, Andrew Emerson, Jonathan P. Rowe, Seung Y. Lee, James Minogue, James C. Lester
Early Prediction of Museum Visitor Engagement with Multimodal Adversarial Domain Adaptation. EDM (2021)
Halim Acosta, Nathan L. Henderson, Jonathan P. Rowe, Wookhee Min, James Minogue, James C. Lester
What's Fair is Fair: Detecting and Mitigating Encoded Bias in Multimodal Models of Museum Visitor Attention. ICMI (2021)
Andrew Emerson, Nathan L. Henderson, Wookhee Min, Jonathan P. Rowe, James Minogue, James C. Lester
Multimodal Trajectory Analysis of Visitor Engagement with Interactive Science Museum Exhibits. AIED (2) (2021)
Anisha Gupta, Dan Carpenter, Wookhee Min, Jonathan P. Rowe, Roger Azevedo, James C. Lester
Multimodal Multi-Task Stealth Assessment for Reflection-Enriched Game-Based Learning. MAIED@AIED (2021)
Michael Geden, Andrew Emerson, Jonathan P. Rowe, Roger Azevedo, James C. Lester
Predictive Student Modeling in Educational Games with Multi-Task Learning. AAAI (2020)
Nathan L. Henderson, Wookhee Min, Jonathan P. Rowe, James C. Lester
Enhancing Affect Detection in Game-Based Learning Environments with Multimodal Conditional Generative Modeling. ICMI (2020)
Michelle Taub, Robert Sawyer, Andy Smith, Jonathan P. Rowe, Roger Azevedo, James C. Lester
The agency effect: The impact of student agency on learning, emotions, and problem-solving behaviors in a game-based learning environment. Comput. Educ. 147 (2020)
Wookhee Min, Megan Hardy Frankosky, Bradford W. Mott, Jonathan P. Rowe, Andy Smith, Eric N. Wiebe, Kristy Elizabeth Boyer, James C. Lester
DeepStealth: Game-Based Learning Stealth Assessment With Deep Neural Networks. IEEE Trans. Learn. Technol. 13 (2) (2020)
Andrew Emerson, Nathan L. Henderson, Jonathan P. Rowe, Wookhee Min, Seung Y. Lee, James Minogue, James C. Lester
Investigating Visitor Engagement in Interactive Science Museum Exhibits with Multimodal Bayesian Hierarchical Models. AIED (1) (2020)
Andrew Emerson, Nathan L. Henderson, Jonathan P. Rowe, Wookhee Min, Seung Y. Lee, James Minogue, James C. Lester
Early Prediction of Visitor Engagement in Science Museums with Multimodal Learning Analytics. ICMI (2020)
Dan Carpenter, Michael Geden, Jonathan P. Rowe, Roger Azevedo, James C. Lester
Automated Analysis of Middle School Students' Written Reflections During Game-Based Learning. AIED (1) (2020)
Nathan L. Henderson, Jonathan P. Rowe, Luc Paquette, Ryan S. Baker, James C. Lester
Improving Affect Detection in Game-Based Learning with Multimodal Data Fusion. AIED (1) (2020)
Nathan L. Henderson, Wookhee Min, Jonathan P. Rowe, James C. Lester
Multimodal Player Affect Modeling with Auxiliary Classifier Generative Adversarial Networks. AIIDE (2020)
Haesol Bae, Krista D. Glazewski, Cindy E. Hmelo-Silver, James C. Lester, Bradford W. Mott, Jonathan P. Rowe
Intelligent Cognitive Assistants to Support Orchestration in CSCL. CSCL (2019)
Bradford W. Mott, Robert G. Taylor, Seung Y. Lee, Jonathan P. Rowe, Asmalina Saleh, Krista D. Glazewski, Cindy E. Hmelo-Silver, James C. Lester
Designing and Developing Interactive Narratives for Collaborative Problem-Based Learning. ICIDS (2019)
Nathan L. Henderson, Andrew Emerson, Jonathan P. Rowe, James C. Lester
Improving Sensor-Based Affect Detection with Multimodal Data Imputation. ACII (2019)
Asmalina Saleh, Yuxin Chen, Cindy E. Hmelo-Silver, Krista D. Glazewski, Bradford W. Mott, Robert G. Taylor, Jonathan P. Rowe, James C. Lester
Supporting Collaborative Problem Solving in a Game-Based Learning Environment. CSCL (2019)
Nathan L. Henderson, Jonathan P. Rowe, Bradford W. Mott, Keith Brawner, Ryan S. Baker, James C. Lester
4D Affect Detection: Improving Frustration Detection in Game-Based Learning with Posture-Based Temporal Data Fusion. AIED (1) (2019)
Nathan L. Henderson, Jonathan P. Rowe, Bradford W. Mott, James C. Lester
Sensor-based Data Fusion for Multimodal Affect Detection in Game-based Learning Environments. EDM (Workshops) (2019)
Robert Sawyer, Jonathan P. Rowe, Roger Azevedo, James C. Lester
Filtered Time Series Analyses of Student Problem-Solving Behaviors in Game-based Learning. EDM (2018)
Robert Sawyer, Jonathan P. Rowe, Roger Azevedo, James C. Lester
Modeling Player Engagement with Bayesian Hierarchical Models. AIIDE (2018)
Pengcheng Wang, Jonathan P. Rowe, Wookhee Min, Bradford W. Mott, James C. Lester
High-Fidelity Simulated Players for Interactive Narrative Planning. IJCAI (2018)
Jeanine DeFalco, Jonathan P. Rowe, Luc Paquette, Vasiliki Georgoulas, Keith W. Brawner, Bradford W. Mott, Ryan S. Baker, James C. Lester
Detecting and Addressing Frustration in a Serious Game for Military Training. Int. J. Artif. Intell. Educ. 28 (2) (2018)
Asmalina Saleh, Cindy E. Hmelo-Silver, Yuxin Chen, Katherine Shanahan, Jonathan P. Rowe, James C. Lester
Scaffolding Peer Facilitation in Computer-Supported Problem-Based Learning Environments. ICLS (2018)
Jaclyn Ocumpaugh, Juan Miguel L. Andres, Ryan S. Baker, Jeanine DeFalco, Luc Paquette, Jonathan P. Rowe, Bradford W. Mott, James C. Lester, Vasiliki Georgoulas, Keith W. Brawner, Robert A. Sottilare
Affect Dynamics in Military Trainees Using vMedic: From Engaged Concentration to Boredom to Confusion. AIED (2017)
Robert Sawyer, Andy Smith, Jonathan P. Rowe, Roger Azevedo, James C. Lester
Enhancing Student Models in Game-based Learning with Facial Expression Recognition. UMAP (2017)
Wookhee Min, Bradford W. Mott, Jonathan P. Rowe, Robert G. Taylor, Eric N. Wiebe, Kristy Elizabeth Boyer, James C. Lester
Multimodal Goal Recognition in Open-World Digital Games. AIIDE (2017)
Wookhee Min, Bradford W. Mott, Jonathan P. Rowe, James C. Lester
Deep LSTM-Based Goal Recognition Models for Open-World Digital Games. AAAI Workshops (2017)
Pengcheng Wang, Jonathan P. Rowe, Wookhee Min, Bradford W. Mott, James C. Lester
Interactive Narrative Personalization with Deep Reinforcement Learning. IJCAI (2017)
Pengcheng Wang, Jonathan P. Rowe, Wookhee Min, Bradford W. Mott, James C. Lester
Simulating Player Behavior for Data-Driven Interactive Narrative Personalization. AIIDE (2017)
Robert Sawyer, Andy Smith, Jonathan P. Rowe, Roger Azevedo, James C. Lester
Is More Agency Better? The Impact of Student Agency on Game-Based Learning. AIED (2017)
Robert Sawyer, Jonathan P. Rowe, James C. Lester
Balancing Learning and Engagement in Game-Based Learning Environments with Multi-objective Reinforcement Learning. AIED (2017)
Jonathan P. Rowe, Eleni V. Lobene, Bradford W. Mott, James C. Lester
Play in the Museum: Design and Development of a Game-Based Learning Exhibit for Informal Science Education. Int. J. Gaming Comput. Mediat. Simulations 9 (3) (2017)
Michelle Taub, Nicholas V. Mudrick, Roger Azevedo, Garrett C. Millar, Jonathan P. Rowe, James C. Lester
Using multi-channel data with multi-level modeling to assess in-game performance during gameplay with Crystal Island. Comput. Hum. Behav. 76 (2017)
Nicholas V. Mudrick, Michelle Taub, Roger Azevedo, Jonathan P. Rowe, James C. Lester
Toward affect-sensitive virtual human tutors: The influence of facial expressions on learning and emotion. ACII (2017)
Camille Barot, Michael Buro, Michael Cook, Mirjam Palosaari Eladhari, Boyang Li, Antonios Liapis, Magnus Johansson, Josh McCoy, Santiago Ontañón, Jonathan P. Rowe, Emmett Tomai, Harko Verhagen, Alexander Zook
The AIIDE 2015 Workshop Program. AI Mag. 37 (2) (2016)
Wookhee Min, Alok Baikadi, Bradford W. Mott, Jonathan P. Rowe, Barry Liu, Eunyoung Ha, James C. Lester
A Generalized Multidimensional Evaluation Framework for Player Goal Recognition. AIIDE (2016)
Pengcheng Wang, Jonathan P. Rowe, Bradford W. Mott, James C. Lester
Decomposing Drama Management in Educational Interactive Narrative: A Modular Reinforcement Learning Approach. ICIDS (2016)
Michelle Taub, Nicholas V. Mudrick, Roger Azevedo, Garrett C. Millar, Jonathan P. Rowe, James C. Lester
Using Multi-level Modeling with Eye-Tracking Data to Predict Metacognitive Monitoring and Self-regulated Learning with Crystal Island. ITS (2016)
Wookhee Min, Bradford W. Mott, Jonathan P. Rowe, Barry Liu, James C. Lester
Player Goal Recognition in Open-World Digital Games with Long Short-Term Memory Networks. IJCAI (2016)
Jonathan P. Rowe, James C. Lester
Improving Student Problem Solving in Narrative-Centered Learning Environments: a Modular Reinforcement Learning Framework. AIED (2015)
Wookhee Min, Megan Hardy Frankosky, Bradford W. Mott, Jonathan P. Rowe, Eric N. Wiebe, Kristy Elizabeth Boyer, James C. Lester
DeepStealth: Leveraging Deep Learning Models for Stealth Assessment in Game-Based Learning Environments. AIED (2015)
Luc Paquette, Jonathan P. Rowe, Ryan S. Baker, Bradford W. Mott, James C. Lester, Jeanine DeFalco, Keith W. Brawner, Robert A. Sottilare, Vasiliki Georgoulas
Sensor-Free or Sensor-Full: A Comparison of Data Modalities in Multi-Channel Affect Detection. EDM (2015)
Jason Matthew Harley, Jonathan P. Rowe, James C. Lester, Claude Frasson
Designing Story-Centric Games for Player Emotion: A Theoretical Perspective. INT/SBG@AIIDE (2015)
Jonathan P. Rowe, Bradford W. Mott, James C. Lester
Opportunities and Challenges in Generalizable Sensor-Based Affect Recognition for Learning. AIED Workshops (2015)
Jonathan P. Rowe, Eleni V. Lobene, Bradford W. Mott, James C. Lester
Serious Games Go Informal: A Museum-Centric Perspective on Intelligent Game-Based Learning. Intelligent Tutoring Systems (2014)
Alok Baikadi, Jonathan P. Rowe, Bradford W. Mott, James C. Lester
Generalizability of Goal Recognition Models in Narrative-Centered Learning Environments. UMAP (2014)
Wookhee Min, Bradford W. Mott, Jonathan P. Rowe, James C. Lester
Leveraging Semi-Supervised Learning to Predict Student Problem-Solving Performance in Narrative-Centered Learning Environments. Intelligent Tutoring Systems (2014)
Jonathan P. Rowe, Eleni V. Lobene, Bradford W. Mott, James C. Lester
Play in the museum: Designing game-based learning environments for informal education settings. FDG (2014)
Bradford W. Mott, Jonathan P. Rowe, Wookhee Min, Robert G. Taylor, James C. Lester
FLARE: An open source toolkit for creating expressive user interfaces for serious games. FDG (2014)
Jonathan P. Rowe, Bradford W. Mott, James C. Lester
Optimizing Player Experience in Interactive Narrative Planning: A Modular Reinforcement Learning Approach. AIIDE (2014)
Seung Y. Lee, Jonathan P. Rowe, Bradford W. Mott, James C. Lester
A Supervised Learning Framework for Modeling Director Agent Strategies in Educational Interactive Narrative. IEEE Trans. Comput. Intell. AI Games 6 (2) (2014)
Wookhee Min, Eunyoung Ha, Jonathan P. Rowe, Bradford W. Mott, James C. Lester
Deep Learning-Based Goal Recognition in Open-Ended Digital Games. AIIDE (2014)
Jonathan P. Rowe, Eleni V. Lobene, Jennifer Sabourin, Bradford W. Mott, James C. Lester
Run-Time Affect Modeling in a Serious Game with the Generalized Intelligent Framework for Tutoring. AIED Workshops (2013)
James C. Lester, Eunyoung Ha, Seung Y. Lee, Bradford W. Mott, Jonathan P. Rowe, Jennifer Sabourin
Serious Games Get Smart: Intelligent Game-Based Learning Environments. AI Mag. 34 (4) (2013)
Alok Baikadi, Jonathan P. Rowe, Bradford W. Mott, James C. Lester
Improving Goal Recognition in Interactive Narratives with Models of Narrative Discovery Events. Intelligent Narrative Technologies (2013)
Wookhee Min, Jonathan P. Rowe, Bradford W. Mott, James C. Lester
Personalizing Embedded Assessment Sequences in Narrative-Centered Learning Environments: A Collaborative Filtering Approach. AIED (2013)
Jonathan P. Rowe, Eleni V. Lobene, Bradford W. Mott, James C. Lester
Embedded Scaffolding for Reading Comprehension in Open-Ended Narrative-Centered Learning Environments. AIED Workshops (2013)
Jonathan P. Rowe, James C. Lester
A Modular Reinforcement Learning Framework for Interactive Narrative Planning. Intelligent Narrative Technologies (2013)
Jennifer Sabourin, Jonathan P. Rowe, Bradford W. Mott, James C. Lester
Exploring Inquiry-Based Problem-Solving Strategies in Game-Based Learning Environments. ITS (2012)
Eunyoung Ha, Jonathan P. Rowe, Bradford W. Mott, James C. Lester
Goal Recognition with Markov Logic Networks for Player-Adaptive Games. AAAI (2012)
Alok Baikadi, Jonathan P. Rowe, Bradford W. Mott, James C. Lester
Toward Narrative Schema-Based Goal Recognition Models for Interactive Narrative Environments. INT@AIIDE (2012)
David K. Elson, Jonathan P. Rowe, Adam M. Smith, Gillian Smith, Emmett Tomai
Reports on the Fourth Artificial Intelligence for Interactive Digital Entertainment Conference Workshops. AI Mag. 33 (1) (2012)
Sujith M. Gowda, Jonathan P. Rowe, Ryan Shaun Joazeiro de Baker, Min Chi, Kenneth R. Koedinger
Improving Models of Slipping, Guessing, and Moment-By-Moment Learning with Estimates of Skill Difficulty. EDM (2011)
Jennifer Sabourin, Jonathan P. Rowe, Bradford W. Mott, James C. Lester
When Off-Task is On-Task: The Affective Role of Off-Task Behavior in Narrative-Centered Learning Environments. AIED (2011)
Eunyoung Ha, Jonathan P. Rowe, Bradford W. Mott, James C. Lester
Goal Recognition with Markov Logic Networks for Player-Adaptive Games. AIIDE (2011)
Lucy R. Shores, Jonathan P. Rowe, James C. Lester
Early Prediction of Cognitive Tool Use in Narrative-Centered Learning Environments. AIED (2011)
Jonathan P. Rowe, Lucy R. Shores, Bradford W. Mott, James C. Lester
Integrating Learning, Problem Solving, and Engagement in Narrative-Centered Learning Environments. Int. J. Artif. Intell. Educ. 21 (1-2) (2011)
Jonathan P. Rowe, Lucy R. Shores, Bradford W. Mott, James C. Lester
Integrating Learning and Engagement in Narrative-Centered Learning Environments. Intelligent Tutoring Systems (2) (2010)
Jonathan P. Rowe, James C. Lester
Modeling User Knowledge with Dynamic Bayesian Networks in Interactive Narrative Environments. AIIDE (2010)
Jonathan P. Rowe, Lucy R. Shores, Bradford W. Mott, James C. Lester
A framework for narrative adaptation in interactive story-based learning environments. FDG (2010)
Jonathan P. Rowe, Lucy R. Shores, Bradford W. Mott, James C. Lester
Individual differences in gameplay and learning: a narrative-centered learning perspective. FDG (2010)
Jennifer L. Robison, Jonathan P. Rowe, Scott W. McQuiggan, James C. Lester
Predicting User Psychological Characteristics from Interactions with Empathetic Virtual Agents. IVA (2009)
Lucy R. Shores, Jennifer L. Robison, Jonathan P. Rowe, Kristin L. Hoffman, James C. Lester
Narrative-Centered Learning Environments: A Self-Regulated Learning Perspective. AAAI Fall Symposium: Cognitive and Metacognitive Educational Systems (2009)
Jonathan P. Rowe, Scott W. McQuiggan, Jennifer L. Robison, Derrick R. Marcey, James C. Lester
STORYEVAL: An Empirical Evaluation Framework for Narrative Generation. AAAI Spring Symposium: Intelligent Narrative Technologies II (2009)
Jonathan P. Rowe, Scott W. McQuiggan, Jennifer L. Robison, James C. Lester
Off-Task Behavior in Narrative-Centered Learning Environments. AIED (2009)
Scott W. McQuiggan, Jonathan P. Rowe, James C. Lester
The effects of empathetic virtual characters on presence in narrative-centered learning environments. CHI (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jonathan P. Rowe