| 2019 | LAK | The Impact of an Online Tutoring Program for Algebra Readiness on Mathematics Achievements; Results of a Randomized Experiment. | Sahba Akhavan Niaki, Clint P. George, George Michailidis, Carole R. Beal |
| 2019 | LAK | Investigating the Usage Patterns of Algebra Nation Tutoring Platform. | Sahba Akhavan Niaki, Clint P. George, George Michailidis, Carole R. Beal |
| 2010 | FlAIRS | Problem Solving by English Learners and English Primary Students in an Algebra Readiness ITS. | Federico Cirett, Carole R. Beal |
| 2008 | ECAI | The Design, Deployment and Evaluation of the AnimalWatch Intelligent Tutoring System. | Paul R. Cohen, Carole R. Beal, Niall M. Adams |
| 2008 | FlAIRS | Problem Posing in AnimalWatch: An Interactive System for Student-Authored Content. | Mike Birch, Carole R. Beal |
| 2008 | PRICAI | Temporal Data Mining for Educational Applications. | Carole R. Beal, Paul R. Cohen |
| 2007 | AIED | Modeling learning patterns of students with a tutoring system using Hidden Markov Models. | Carole R. Beal, Sinjini Mitra, Paul R. Cohen |
| 2007 | AIED | Relating Machine Estimates of Students' Learning Goals to Learning Outcomes: A DBN Approach. | Carole R. Beal, Lei Qu |
| 2007 | AIED | Student Motivation and Performance in Scientific Problem Solving Simulations. | Carole R. Beal, Ronald H. Stevens |
| 2007 | AIED | Intelligent Tutoring and Human Tutoring in Small Groups: An Empirical Comparison. | Carole R. Beal, Erin Shaw, Mike Birch |
| 2007 | IJCAI | Learning and Transferring Action Schemas. | Paul R. Cohen, Yu-Han Chang, Clayton T. Morrison, Carole R. Beal |
| 2006 | AAAI | Classifying Learner Engagement through Integration of Multiple Data Sources. | Carole R. Beal, Lei Qu, Hyokyeong Lee |
| 2005 | AIED | Computational methods for evaluating student and group learning histories in intelligent tutoring systems. | Carole R. Beal, Paul R. Cohen |
| 2005 | AIED | Individualized feedback and simulation-based practice in the Tactical Language Training System: An experimental evaluation. | Carole R. Beal, W. Lewis Johnson, Richard Dabrowski, Shumin Wu |
| 2005 | AIED | Enhancing ITS instruction with integrated assessments of learner mood, motivation and gender. | Carole R. Beal, Erin Shaw, Yuan-Chun Chiu, Hyokyeong Lee, Hannes Hgni Vilhjlmsson, Lei Qu |
| 2005 | AIED | Iterative Evaluation of a Large-Scale, Intelligent Game for Language Learning. | W. Lewis Johnson, Carole R. Beal |
| 2005 | AIED | Developing Teaching Aids for Distance Education. | Jihie Kim, Carole R. Beal, Zeeshan Maqbool |
| 2005 | IJCAI | Transfer in Learning by Doing. | William Krueger, Tim Oates, Tom Armstrong, Paul R. Cohen, Carole R. Beal |
| 2004 | ITS | Web-Based Intelligent Multimedia Tutoring for High Stakes Achievement Tests. | Ivon Arroyo, Carole R. Beal, Tom Murray, Rena Walles, Beverly Park Woolf |
| 2004 | ITS | Inferring Unobservable Learning Variables from Students' Help Seeking Behavior. | Ivon Arroyo, Tom Murray, Beverly Park Woolf, Carole R. Beal |
| 2004 | ITS | Tactical Language Training System: An Interim Report. | W. Lewis Johnson, Carole R. Beal, Anna Fowles-Winkler, Ursula Lauper, Stacy Marsella, Shrikanth S. Narayanan, Dimitra Papachristou, Hannes Hgni Vilhjlmsson |
| 2002 | AAAI | Contentful Mental States for Robot Baby. | Paul R. Cohen, Tim Oates, Carole R. Beal, Niall M. Adams |
| 2001 | ALT | Robot Baby 2001. | Paul R. Cohen, Tim Oates, Niall M. Adams, Carole R. Beal |
| 2001 | DIS | Robot Baby 2001. | Paul R. Cohen, Tim Oates, Niall M. Adams, Carole R. Beal |
| 2000 | AAAI | ADVISOR: A Machine Learning Architecture for Intelligent Tutor Construction. | Joseph Beck, Beverly Park Woolf, Carole R. Beal |
| 2000 | ITS | Macroadapting Animalwatch to Gender and Cognitive Differnces with Respect to Hint Interactivity and Symbolism. | Ivon Arroyo, Joseph Beck, Beverly Park Woolf, Carole R. Beal, Klaus Schultz |