Christopher J. MacLellan
Cited by
Cited by
The Apprentice Learner Architecture: Closing the loop between learning theory and educational data
CJ MacLellan, E Harpstead, R Patel, KR Koedinger
submission, 2016
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
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
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
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
Domain-general tutor authoring with apprentice learner models
CJ MacLellan, KR Koedinger
International Journal of Artificial Intelligence in Education, 1-42, 2022
Learning cognitive models using neural networks
DS Chaplot, C MacLellan, R Salakhutdinov, K Koedinger
Artificial Intelligence in Education: 19th International Conference, AIED …, 2018
Replay analysis in open-ended educational games
E Harpstead, CJ MacLellan, V Aleven, BA Myers
Serious games analytics: Methodologies for performance measurement …, 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
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
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
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
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
Accounting for Slipping and Other False Negatives in Logistic Models of Student Learning.
CJ MacLellan, R Liu, KR Koedinger
International Educational Data Mining Society, 2015
Computational models of human learning: Applications for tutor development, behavior prediction, and theory testing
CJ MacLellan
Carnegie Mellon University, 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
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
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
Methods for Evaluating Simulated Learners: Examples from SimStudent
KR Koedinger, N Matsuda, CJ MacLellan, EA McLaughlin
Proceedings of the Workshops at the 17th International Conference on …, 2015
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
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