Skip to content

Home Search Authors Pakistan News Saved

SciRah

SciRah does not host or store research papers. Results come live from free, official scholarly APIs, and every paper links back to its original source.

Data sources

OpenAlex
Semantic Scholar
Crossref
CORE
arXiv
PubMed

Privacy policy Terms of service

Christopher James Maclellan · SciRah

Researcher profile · Semantic Scholar

Christopher James Maclellan

Georgia Institute of Technology

Share profile

Christopher James Maclellan — researcher profile on SciRah

ORCID iD 0000-0003-3084-5189Homepage

h-index: 14
Works: 56
Citations: 564

Most-cited papers

Improving Teamwork Competencies in Human-Machine Teams: Perspectives From Team Science
Kimberly Stowers, Lisa L. Brady, Christopher James Maclellan, Ryan W. Wohleber +1 more
2021Frontiers in Psychology49 citations Open access
Semantic Scholar
Domain-General Tutor Authoring with Apprentice Learner Models
Christopher James Maclellan, K. Koedinger
2020International Journal of Artificial Intelligence in Education49 citations Open access
Semantic Scholar
The Apprentice Learner architecture: Closing the loop between learning theory and educational data
Christopher James Maclellan, Erik Harpstead, Rony Patel, K. Koedinger
2016Educational Data Mining48 citations
Semantic Scholar
Developmental changes in semantic knowledge organization.
Layla Unger, Anna V. Fisher, Rebecca Nugent, Samuel L. Ventura +1 more
2016Journal of Experimental Child Psychology39 citations
Semantic Scholar
Authoring Tutors with SimStudent: An Evaluation of Efficiency and Model Quality
Christopher James Maclellan, K. Koedinger, Noboru Matsuda
2014International Conference on Intelligent Tutoring Systems37 citations
Semantic Scholar
Investigating the Solution Space of an Open-Ended Educational Game Using Conceptual Feature Extraction
Erik Harpstead, Christopher James Maclellan, K. Koedinger, V. Aleven +2 more
2013Educational Data Mining27 citations
Semantic Scholar
TRESTLE: A Model of Concept Formation in Structured Domains
Christopher James Maclellan, Erik Harpstead, V. Aleven, K. Koedinger
2024arXiv.org22 citations
Semantic Scholar
Accounting for Slipping and Other False Negatives in Logistic Models of Student Learning
Christopher James Maclellan, Ran Liu, K. Koedinger
2015Educational Data Mining21 citations
Semantic Scholar
Learning Cognitive Models Using Neural Networks
Devendra Singh Chaplot, Christopher James Maclellan, R. Salakhutdinov, K. Koedinger
2018International Conference on Artificial Intelligence in Education19 citations Open access
Semantic Scholar
A Framework for Natural Cognitive System Training Interactions
Christopher James Maclellan, Erik Harpstead, K. Koedinger
201819 citations
Semantic Scholar
Replay Analysis in Open-Ended Educational Games
Erik Harpstead, Christopher James Maclellan, V. Aleven, B. Myers
201516 citations
Semantic Scholar
Computational Models of Human Learning: Applications for Tutor Development, Behavior Prediction, and Theory Testing
Christopher James Maclellan
201715 citations
Semantic Scholar
Using extracted features to inform alignment-driven design ideas in an educational game
Erik Harpstead, Christopher James Maclellan, V. Aleven, B. Myers
2014International Conference on Human Factors in Computing Systems15 citations
Semantic Scholar
A Computational Aid for Problem Formulation in Early Conceptual Design
Christopher James Maclellan, P. Langley, J. Shah, Mahmoud Dinar
2013Journal of Computing and Information Science in Engineering15 citations Open access
Semantic Scholar
Methods for Evaluating Simulated Learners: Examples from SimStudent
K. Koedinger, Noboru Matsuda, Christopher James Maclellan, Elizabeth Mclaughlin
2015International Conference on Artificial Intelligence in Education14 citations
Semantic Scholar
Efficient Induction of Language Models Via Probabilistic Concept Formation
Christopher James Maclellan, Peter Matsakis, P. Langley
2022arXiv.org12 citations Open access
Semantic Scholar
Convolutional Cobweb: A Model of Incremental Learning from 2D Images
Christopher James Maclellan, H. Thakur
2022arXiv.org12 citations
Semantic Scholar
Problem Map: An Ontological Framework for a Computational Study of Problem Formulation in Engineering Design
Mahmoud Dinar, A. Danielescu, Christopher James Maclellan, J. Shah +1 more
2015Journal of Computing and Information Science in Engineering12 citations
Semantic Scholar
Toward Near Zero-Parameter Prediction Using a Computational Model of Student Learning
Daniel Weitekamp, Erik Harpstead, Christopher James Maclellan, Napol Rachatasumrit +1 more
2019Educational Data Mining11 citations
Semantic Scholar
The Structure of Creative Design: What Problem Maps Can Tell Us About Problem Formulation and Creative Designers
A. Danielescu, Mahmoud Dinar, Christopher James Maclellan, J. Shah +1 more
201211 citations
Semantic Scholar
TRESTLE: Incremental Learning in Structured Domains using Partial Matching and Categorization
Christopher James Maclellan, Erik Harpstead, V. Aleven, K. Koedinger
201510 citations
Semantic Scholar
Authoring Tutors with Complex Solutions: A Comparative Analysis of Example Tracing and SimStudent
Christopher James Maclellan, Erik Harpstead, E. Wiese, Mengfan Zou +3 more
2015International Conference on Artificial Intelligence in Education9 citations
Semantic Scholar
Beyond Function-Behavior-Structure
Mahmoud Dinar, Christopher James Maclellan, A. Danielescu, J. Shah +1 more
20149 citations
Semantic Scholar
Learning Expert Models for Educationally Relevant Tasks using Reinforcement Learning
Christopher James Maclellan, Adit Gupta
2021Educational Data Mining8 citations
Semantic Scholar
Modeling Strategy Use in an Intelligent Tutoring System: Implications for Strategic Flexibility
Caitlin Tenison, Christopher James Maclellan
2014International Conference on Intelligent Tutoring Systems8 citations
Semantic Scholar
An Elaboration Account of Insight
Christopher James Maclellan
2011AAAI Fall Symposium: Advances in Cognitive Systems7 citations
Semantic Scholar
Speculative Game Design of Asymmetric Cooperative Games to Study Human-Machine Teaming
Erik Harpstead, Kimberly Stowers, Lane Lawley, Zhang Qiao +1 more
2023International Conference on Foundations of Digital Games6 citations Open access
Semantic Scholar
(A)I Will Teach You to Play Gomoku: Exploring the Use of Game AI to Teach People
Zhang Qiao, Christopher James Maclellan
2022ACM Conference on Learning @ Scale6 citations Open access
Semantic Scholar
Going Online: A simulated student approach for evaluating knowledge tracing in the context of mastery learning
Zhang Qiao, Christopher James Maclellan
2021Educational Data Mining5 citations
Semantic Scholar
An Architecture for Flexible Problem Solving
P. Langley, M. Emery, M. Barley, Christopher James Maclellan
20135 citations
Semantic Scholar
Optimizing Human Performance using Individualized Computational Models of Learning
Christopher James Maclellan, Kimberly Stowers, Lisa L. Brady
20204 citations
Semantic Scholar
Towards Natural Cognitive System Training Interactions: A Preliminary Framework
Erik Harpstead, Christopher James Maclellan, Robert P. Marinier, K. Koedinger
2018AAAI Spring Symposia4 citations
Semantic Scholar
Evaluating Alternative Training Interventions Using Personalized Computational Models of Learning
Christopher James Maclellan, Kimberly Stowers, Lisa Brady
2024arXiv.org3 citations
Semantic Scholar
Developmental Changes in the Semantic Organization of Living Kinds
Layla Unger, Anna V. Fisher, Christopher James Maclellan
2014Annual Meeting of the Cognitive Science Society3 citations
Semantic Scholar
Toward a reflective SimStudent: Using experience to avoid generalization errors
Christopher James Maclellan, Noboru Matsuda, K. Koedinger
2013International Conference on Artificial Intelligence in Education3 citations
Semantic Scholar
Designing Teachable Systems for Intelligent Tutor Authoring
Adit Gupta, Christopher James Maclellan
20202 citations
Semantic Scholar
The Use Simulated Learners in Adaptive Education
Erik Harpstead, Christopher James Maclellan, Daniel Weitekamp, R. Kenneth +1 more
20192 citations
Semantic Scholar
A Human-Centered Approach to Designing Teachable Systems
Christopher James Maclellan, Erik Harpstead
20192 citations
Semantic Scholar
SimStudent: Authoring Expert Models by Tutoring
Christopher James Maclellan, E. Wiese, Noboru Matsuda, K. Koedinger
20142 citations
Semantic Scholar
A Generative Theory of Problem Solving
Christopher James Maclellan, P. Langley, C. Walker
20122 citations
Semantic Scholar
Interactive Learning of Hierarchical Tasks from Dialog with GPT
Lane Lawley, Christopher James Maclellan
2023arXiv.org1 citations Open access
Semantic Scholar
Do It Like the Doctor: How We Can Design a Model That Uses Domain Knowledge to Diagnose Pneumothorax
Glen Smith, Zhang Qiao, Christopher James Maclellan
2022Make1 citations Open access
Semantic Scholar
Investigating the Impact of Slipping Parameters on Additive Factors Model Parameter Estimates
Christopher James Maclellan
2016Educational Data Mining1 citations
Semantic Scholar
EAAI-23 Blue Sky Ideas in Artificial Intelligence Education from the AAAI/ACM SIGAI New and Future AI Educator Program
Michael Guerzhoy, Marion Neumann, Emmanuel Johnson, David Johnson +4 more
2023AI Matters0 citations Open access
Semantic Scholar
Decomposed Inductive Procedure Learning
Daniel Weitekamp, Christopher James Maclellan, Erik Harpstead, K. Koedinger
2021arXiv.org0 citations
Semantic Scholar
Thrust 1 : Computational Models of Human Learning and Decision Making
Christopher James Maclellan, Research Statement
20210 citations
Semantic Scholar
Investigating Knowledge Tracing Models using Simulated Students
Zhang Qiao, Christopher James Maclellan
20200 citations
Semantic Scholar
Apprentice Learner Architecture: A framework for modeling human learning from demonstrations and feedback in digital environments
Christopher James Maclellan
20160 citations
Semantic Scholar
Discovering Knowledge Models in an Open-ended Educational Game using Concept Formation
Erik Harpstead, Christopher James Maclellan, V. Aleven
2015International Conference on Artificial Intelligence in Education0 citations
Semantic Scholar
Assessing the Creativity of Designs at Scale
Christopher James Maclellan
2015Creativity & Cognition0 citations
Semantic Scholar

Frequent co-authors

Invite them to SciRah by sharing their profile.

K. Koedinger×16
Invite
K. Koedinger — researcher profile on SciRah
Erik Harpstead×14
Invite
Erik Harpstead — researcher profile on SciRah
V. Aleven×7
Invite
V. Aleven — researcher profile on SciRah
P. Langley×7
Invite
P. Langley — researcher profile on SciRah

×5

Invite

Noboru Matsuda — researcher profile on SciRah

Kimberly Stowers×4

Invite

Kimberly Stowers — researcher profile on SciRah

Invite

J. Shah — researcher profile on SciRah

Mahmoud Dinar×4

Invite

Mahmoud Dinar — researcher profile on SciRah

Invite

Zhang Qiao — researcher profile on SciRah

Invite

B. Myers — researcher profile on SciRah

A. Danielescu×3

Invite

A. Danielescu — researcher profile on SciRah

Daniel Weitekamp×3

Invite

Daniel Weitekamp — researcher profile on SciRah