Lab Publications

Zhang, Q., Chen, Z., Lalwani, N., MacLellan, C.J. (2022). Modifying Deep Knowledge Tracing for Multi-step Problems. In Proceedings of the 15th International Conference on Educational Data Mining. (pdf) (poster)

Zhang, Q., MacLellan, C.J. (2022). (A)I Will Teach You to Play Gomoku: Exploring the Use of Game AI to Teach People. In L@S ‘22: Proceedings of the Ninth ACM Conference on Learning @ Scale. (pdf)

Smith, G.*, Zhang, Q.*, MacLellan, C.J. (2022). Do it Like the Doctor: How We Can Design a Model That Uses Domain Knowledge to Diagnose Pneumothorax. In Proceedings of the AAAI 2022 Spring Symposium on Machine Learning and Knowledge Engineering for Hybrid Intelligence (AAAI-MAKE 2022). (* are co-first authors) (pdf)

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. (2021). 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.