| Improving teamwork competencies in human-machine teams: Perspectives from team science K Stowers, LL Brady, C MacLellan, R Wohleber, E Salas Frontiers in Psychology 12, 590290, 2021 | 65 | 2021 |
| The Apprentice Learner Architecture: Closing the loop between learning theory and educational data CJ MacLellan, E Harpstead, R Patel, KR Koedinger Proceedings of the Ninth International Conference on Educational Data Mining, 2016 | 52 | 2016 |
| Developmental changes in semantic knowledge organization L Unger, AV Fisher, R Nugent, SL Ventura, CJ MacLellan Journal of experimental child psychology 146, 202-222, 2016 | 41 | 2016 |
| Authoring Tutors with SimStudent: An Evaluation of Efficiency and Model Quality CJ MacLellan, KR Koedinger, N Matsuda Proceedings of the 12th International Conference on Intelligent Tutoring …, 2014 | 41 | 2014 |
| Domain-general tutor authoring with apprentice learner models CJ MacLellan, KR Koedinger International Journal of Artificial Intelligence in Education 32 (1), 76-117, 2022 | 39 | 2022 |
| Investigating the Solution Space of an Open-Ended Educational Game Using Conceptual Feature Extraction E Harpstead, CJ MacLellan, KR Koedinger, V Aleven, SP Dow, BA Myers Sixth International Conference on Educational Data Mining, 2013 | 32 | 2013 |
| Learning cognitive models using neural networks DS Chaplot, C MacLellan, R Salakhutdinov, K Koedinger Artificial Intelligence in Education: 19th International Conference, AIED …, 2018 | 26 | 2018 |
| Accounting for Slipping and Other False Negatives in Logistic Models of Student Learning. CJ MacLellan, R Liu, KR Koedinger Proceedings of the Eighth International Conference on Educational Data Mining, 2015 | 23 | 2015 |
| Replay analysis in open-ended educational games E Harpstead, CJ MacLellan, V Aleven, BA Myers Serious games analytics: Methodologies for performance measurement …, 2015 | 23 | 2015 |
| A framework for natural cognitive system training interactions CJ MacLellan, E Harpstead, RP Marinier III, KR Koedinger Advances in Cognitive Systems 6, 1-16, 2018 | 22 | 2018 |
| A Computational Aid for Problem Formulation in Early Conceptual Design CJ MacLellan, P Langley, J Shah, M Dinar Journal of Computing and Information Science in Engineering 13 (3), 1-10, 2013 | 20 | 2013 |
| The structure of creative design: What problem maps can tell us about problem formulation and creative designers A Danielescu, M Dinar, C MacLellan, JJ Shah, P Langley ASME International Design Engineering Technical Conferences and Computers …, 2012 | 20 | 2012 |
| TRESTLE: A Model of Concept Formation in Structured Domains CJ MacLellan, E Harpstead, V Aleven, KR Koedinger Advances in Cognitive Systems 4, 131-150, 2016 | 19* | 2016 |
| Using extracted features to inform alignment-driven design ideas in an educational game E Harpstead, CJ MacLellan, V Aleven, BA Myers Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 2014 | 19 | 2014 |
| Computational models of human learning: Applications for tutor development, behavior prediction, and theory testing CJ MacLellan Carnegie Mellon University, 2017 | 16 | 2017 |
| Problem map: an ontological framework for a computational study of problem formulation in engineering design M Dinar, A Danielescu, C MacLellan, JJ Shah, P Langley Journal of Computing and Information Science in Engineering 15 (3), 031007, 2015 | 14 | 2015 |
| Modeling Strategy Use in an Intelligent Tutoring System: Implications for Strategic Flexibility C Tenison, CJ MacLellan Proceedings of the 12th International Conference on Intelligent Tutoring …, 2014 | 14 | 2014 |
| Beyond Function-Behavior-Structure M Dinar, C Maclellan, A Danielescu, J Shah, P Langley Fifth International Conference on Design Computing and Cognition, JS Gero, ed, 2012 | 14 | 2012 |
| TRESTLE: Incremental Learning in Structured Domains using Partial Matching and Categorization CJ MacLellan, E Harpstead, V Aleven, K Koedinger Proceedings of the Third Annual Conference on Advances in Cognitive Systems, 2015 | 12 | 2015 |
| Toward Near Zero-Parameter Prediction Using a Computational Model of Student Learning. D Weitekamp III, E Harpstead, CJ MacLellan, N Rachatasumrit, ... International Educational Data Mining Society, 2019 | 11 | 2019 |
Ken KoedingerHCII, Carnegie Mellon UniversityVerified email at cmu.edu
