Sun, C., Shute, V.J., Stewart, A.E.B., Yonehiro, J., Duran, N, & D’Mello, S. K. Towards a Generalized Competency Model of Collaborative Problem Solving. Journal of Computers and Education 2020. [PDF]

Published Journal Articles (strictly peer reviewed)

PUBLICATIONS

Published Conference Proceedings (strictly peer reviewed)

​Stewart, A.E.B., Amon, M.J., Duran, N.D., D’Mello, S.K. (in press). Who are We? Diversity in Teams Predicts Computer-Mediated Collaborative Problem Solving Outcomes. Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, CHI '20.

Vrzakova, H., Amon, M.J., Stewart, A.E.B., Duran, N.D., D’Mello, S.K. (in press). Focused or Stuck Together: Multimodal Patterns Reveal Triads’ Performance in Collaborative Problem Solving. Proceedings of the 10th International Conference on Learning Analytics and Knowledge, LAK '20. [Best Paper Nominee] [PDF]

Stewart, A.E.B, Vrzakova, H., Sun, C., Yonehiro, J., Stone, C.A., Duran, N., Shute, V.J., D'Mello, S.K. I Say, You Say, We Say: Using Spoken Language to Model Socio-Cognitive Processes during Computer-Supported Collaborative Problem Solving. Proceedings of the 22nd ACM Conference on Computer-Supported Coopertive Work and Social Computing, CSCW '19. [PDF]

Eloy, L., Stewart, A.E.B., Amon, M.J., Reinhardt, C., Michaels, A., Sun, C., Shute, V.J., Duran, N., D’Mello, S.K. Modeling Team-Level Multimodal Dynamics during Multiparty Collaboration. Proceedings of the 21st ACM International Conference on Multimodal Interaction, ICMI '19. [Best Student Paper] [PDF]

Vrzakova, H., Amon, M.J., Stewart, A.E.B., D'Mello, S.K. Dynamics of Visual Attention in Multiparty Collaborative Problem Solving using Multidimensional Recurrence Quantification Analysis. Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, CHI '19. [PDF]

Stewart, A.E.B, Keirn, Z.A., D'Mello, S.K. Multimodal Modeling of Coordination and Coregulation Patterns in Speech Rate during Triadic Collaborative Problem Solving. Proceedings of the 20th ACM International Conference on Multimodal Interaction, ICMI '18. [PDF]

Stewart, A.E.B, D'Mello, S.K.Connecting the Dots Towards Collaborative AIED: Linking Group Makeup to Process to Learning. Proceedings of the 19th International Conference on Artificial Intelligence in Education, AIED '18. [PDF]

Stewart, A.E.B., Bosch, P., D’Mello, S. K. Generalizability of Face-Based Mind Wandering Detection Across Contexts. Proceedings of the 10th International Conference on Educational Data Mining, EDM '17. [Best Student Paper] [PDF

Stewart, A.E.B., Bosch, P., Chen, H., Donnelly, P. J., & D’Mello, S. K. Face Forward: Detecting Mind Wandering from Video During Narrative Film Comprehension. Proceedings of the 18th International Conference on Artificial Intelligence in Education, AIED '17). [PDF]

Hutt, S., Hardey, J., Bixler, R., Stewart, A.E.B., Risko, E., D’Mello, S.K. Gaze-based Detection of Mind Wandering during Lecture Viewing. Proceedings of the 10th International Conference on Educational Data Mining, EDM '17. [PDF]

Published Conference Proceedings - Short Papers (strictly peer reviewed)

Stewart, A.E.B., Bosch, P., Chen, H., Donnelly, P. J., D’Mello, S. K. Where's Your Mind At? Video-Based Mind Wandering Detection During Film Viewing. Proceedings of the 24th ACM International Conference on User Modeling, Adaptation, and Personalization, UMAP '16. [Poster][Extended Abstract]

Published Conference Proceedings - Extended Abstracts (strictly peer reviewed)

D'Mello, S.K., Stewart, A.E.B., Amon, M.J., Sun, C., Duran, N.D., Shute, V.J. Towards Dynamic Intelligent Support for Collaborative Problem Solving. Approaches and Challenges in Team Tutoring Workshop at the 20th International Conference on Artificial Intelligence in Education, AIED ’19. [PDF]

Workshop and Symposia Proceedings (peer reviewed)