Lab Publications

MacLellan., C.J. & Thakur, H. (2021). Convolutional Cobweb: A Model of Incremental Learning from 2D Images. In Proceedings of the Ninth Annual Conference on Advances in Cognitive Systems. (pdf)

MacLellan, C.J., Gupta, A. (2021). Learning Expert Models for Educationally Relevant Tasks using Reinforcement Learning. Proceedings of the Fourteenth International Conference on Educational Data Mining. (pdf)

Zhang, Q., MacLellan, C.J. (2021). Going Online: A simulated student approach for evaluating knowledge tracing in the context of mastery learning. Proceedings of the Fourteenth International Conference on Educational Data Mining. (pdf)

Stowers, K., Brady, L., MacLellan, C.J., Wohleber, R., Salas, R. (in press). Improving Teamwork Competencies in Human-Machine Teams: Perspectives from Team Science. Frontiers in Psychology. doi: 10.3389/fpsyg.2021.590290

Zhang, Q., MacLellan C.J. (2021). Investigating Knowledge Tracing Models using Simulated Students. AAAI2021 Spring Symposium on Artificial Intelligence for K-12 Education.

Gupta, A., MacLellan, C.J. (2021). Designing Teachable Systems for Intelligent Tutor Authoring. AAAI2021 Spring Symposium on Artificial Intelligence for K-12 Education.

MacLellan, C.J., Koedinger, K.R. (2020). Domain General Tutor Authoring with Apprentice Learner Models. International Journal of AI in Education. doi: 10.1007/s40593-020-00214-2

MacLellan, C.J., Stowers, K., Brady, L. (2020). Optimizing Human Performance using Individualized Computational Models of Learning. Proceedings of the Eighth Annual Conference on Advances in Cognitive Systems.