Publications
- Challenges and unexpected affordances of physical computing going remoteAuthors: Chakarov, A. G., Bush, J., Biddy, Q. L., Jacobs, J., Elliott, C. H., & Sumner, T.Publication date: 2021Type: Conference Proceeding: IDC
- Comparing Collaborative Problem Solving Profiles Derived from Human and Semi-automated AnnotationAuthors: Andrews-Todd, J., Steinberg, J., Pugh, S., D’Mello, S. K. Publication date: 2022Type: Conference Proceeding: In
- A Conceptual Framework for Investigating Machine Learning Measurement Bias. Advances in Methods and Practices in Psychological ScienceAuthors: Tay, L., Woo, S., Hickman, L., & D’Mello, S. K.Publication date: 2022Type: Journal
- The relationship between collaborative problem-solving processes and objective outcomes in a game-based learning environmentAuthors: Sun, C., Shute, V. J., Stewart, A. E. B., Beck-White, Q., Reinhardt, C. R., Duran, N., & D’Mello, S. K.
- Multimodal engagement analysis from facial videos in the classroomAuthors: Sumer, O., Goldberg, P., D’Mello, S. K., Gerjets, P., Trautwein, U. & Kasneci, E.Publication date: 2022Type: Journal Article: IEEE Transactions on
- A typology for the application of team coordination dynamics across increasing levels of dynamic complexityAuthors: Gorman, J.C., & Wiltshire, T.J.Publication date: 2022Type: Journal Article: Human Factors: The Journal of
- How to give imperfect automated guidance to learners: a case-study in workplace learningAuthors: Whitehill, J., and Erfanian, A.Publication date: 2022Type: Conference Proceeding: Artificial Intelligence in Education Conference –
- A deep dive into microphone hardware for recording collaborative group workAuthors: Bradford, M., Hansen, P., Beveridge, R., Krishnaswamy, N., Blanchard, N.Publication date: 2022Type: Conference Proceeding: Proceedings of the
- Challenges and feasibility of automatic speech recognition for modeling student collaborative discourse in classroomsAuthors: Southwell, R., Pugh, S., Perkoff, M., Clevenger, Ch., Bush, J., Lieber, R., Ward, W., Foltz, P., and D’Mello, S.K.
- Do speech-based collaboration analytics generalize across task contexts?Authors: Pugh, S., Rao, A., Stewart, A., & D’Mello, S. K.Publication date: 2022Type: Conference Proceeding: Proceedings of the 12th Learning Analytics