Christopher J. MacLellan
Christopher J. MacLellan
Research Scientist, Soar Technology, Inc.
Verified email at cs.cmu.edu - Homepage
TitleCited byYear
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
242014
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
212013
The Apprentice Learner Architecture: Closing the loop between learning theory and educational data
CJ MacLellan, E Harpstead, R Patel, KR Koedinger
submission, 2016
152016
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
152014
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
152012
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
132013
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
122016
Replay analysis in open-ended educational games
E Harpstead, CJ MacLellan, V Aleven, BA Myers
Serious games analytics, 381-399, 2015
122015
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
112012
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
92015
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
72016
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
72015
SimStudent: authoring expert models by tutoring
CJ Maclellan, ES Wiese, N Matsuda, KR Koedinger
Proceedings of the 2nd Annual GIFT Users Symposium, 25-32, 2014
72014
An architecture for flexible problem solving
P Langley, M Emery, M Barley, C MacLellan
The Second Annual Conference on Advances in Cognitive Systems, 2013
72013
An Elaboration Account of Insight
C MacLellan
2011 AAAI Fall Symposium Series, 2011
72011
Developmental Changes in the Semantic Organization of Living Kinds.
L Unger, AV Fisher, CJ MacLellan
CogSci, 2014
62014
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
62014
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
52015
Toward a reflective SimStudent: Using experience to avoid generalization errors
CJ MacLellan, N Matsuda, KR Koedinger
Proceedings of the 2013 AIED Workshop on Simulated Learners, 2013
52013
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
42015
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Articles 1–20