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Christopher J. MacLellan
Christopher J. MacLellan
Assistant Professor, Georgia Institute of Technology
Dirección de correo verificada de gatech.edu - Página principal
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Año
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
682021
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
542016
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
442016
Domain-general tutor authoring with apprentice learner models
CJ MacLellan, KR Koedinger
International Journal of Artificial Intelligence in Education 32 (1), 76-117, 2022
432022
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
422014
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
312013
Learning cognitive models using neural networks
DS Chaplot, C MacLellan, R Salakhutdinov, K Koedinger
International Conference on Artificial Intelligence in Education, 43-56, 2018
262018
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
252015
Replay analysis in open-ended educational games
E Harpstead, CJ MacLellan, V Aleven, BA Myers
Serious games analytics: Methodologies for performance measurement …, 2015
242015
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
232018
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
202012
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
192014
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
192013
Computational models of human learning: Applications for tutor development, behavior prediction, and theory testing
CJ MacLellan
Carnegie Mellon University, 2017
182017
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
18*2016
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
142015
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
142014
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
142012
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
122019
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
122015
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