Click here for the Guru project website.
Guru models the strategies and dialogue of expert human tutors and is a logical progression from AutoTutor, which models novice human tutors. The Guru expert tutor, by using expert human tutor strategies, actions, and dialogue, should promote larger learning gains than previous novice computer tutors. Guru could have a big impact on Memphis City Schools because it is designed to improve educational outcomes on the Tennessee Gateway Science Test, which high school students must pass to receive a diploma.
PI: Andrew Olney
Co-PIs: Art Graesser, Natalie Person, Betsy Williams
Project Name: Guru: A Computer Tutor that Models Expert Human Tutors
Project Number: R305A080594
Funding Agency: Institute of Education Sciences
Olney, A. M. (2007). Latent semantic grammar induction: Context, projectivity, and prior distributions. Proceedings of TextGraphs-2: Graph-Based Algorithms for Natural Language Processing (pp. 45-52). Rochester, NY: Association for Computational Linguistics.
Graesser, A. C., D'Mello, S. K., & Person, N. K. (2009). Meta-knowledge in tutoring. In D. J. Hacker, J. Dunlosky, & A. C. Graesser (Eds.), Handbook of metacognition in education. Mahwah, NJ: Erlbaum.
Cade, W., Copeland, J., Person, N. K., & D'Mello, S. (2008). Dialogue modes in expert tutoring. In B. P. Woolf, E. Aimeur, R. Nkambou, & S. Lajoie (Eds.), Intelligent tutoring systems: ITS 2008 Proceedings (pp. 470-479). Montreal, Canada: Springer-Verlag.
D'Mello, S. K., Jackson, G. T., Scotty, S., Morgan, B., Chipman, P., White, H., Person, N. K., Kort, B., el Kaliouby, R., Picard, R., & Graesser, A. C. (2008). AutoTutor detects and responds to learners affective and cognitive states. Emotional and Cognitive Issues in ITS 2008 Workshop Proceedings (pp. 31-43). Montreal, Canada: Springer-Verlag.Lehman, B. A., Matthews, M., D'Mello, S. K., & Person, N. K. (2008). What are you feeling?: Investigating student affective states during expert human tutoring sessions. In B. P. Woolf, E. Aimeur, R. Nkambou, & S. Lajoie (Eds.), Intelligent tutoring systems: ITS 2008 Proceedings (pp. 50-59). Montreal, Canada: Springer-Verlag.