Lab Publications

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

Zhang, Q., MacLellan, C.J. (2021). Investigating Knowledge Tracing Models using Simulated Students. 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.