Abstract
A key challenge in ITS research and development is to support tutoring at scale, for example by embedding tutors in MOOCs. An obstacle to at-scale deployment is that ITS architectures tend to be complex, not easily deployed in browsers without significant server-side processing, and not easily embedded in a learning management system (LMS). We present a case study in which a widely used ITS authoring tool suite, CTAT/TutorShop, was modified so that tutors can be embedded in MOOCs. Specifically, the inner loop (the example-tracing tutor engine) was moved to the client by reimplementing it in JavaScript, and the tutors were made compatible with the LTI e-learning standard. The feasibility of this general approach to ITS/MOOC integration was demonstrated with simple tutors in an edX MOOC “Data Analytics and Learning.”
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References
Aleven, V., McLaren, B.M., Sewall, J., Koedinger, K.R.: A new paradigm for intelligent tutoring systems: Example-Tracing tutors. International Journal of Artificial Intelligence in Education 19, 105–154 (2009)
Baxter, J.A., Haycock, J.: Roles and student identities in online large course forums: Implications for practice. The International Review of Research in Open and Distance Learning 15 (2014)
Corbett, A., McLaughlin, M., Scarpinatto, K.C.: Modeling student knowledge: Cognitive tutors in high school and college. User Modeling and User-Adapted Interaction 10, 81–108 (2000)
Mackness, J., Mak, S., Williams, R.: The ideals and reality of participating in a MOOC. In: Dirckinck-Holmfeld, L., Hodgson, V., Jones, C., De Laat, M., McConnell, D., Ryberg, T. (eds.) Proceedings of the 7th International Conference on Networked Learning 2010, pp. 266–275. University of Lancaster, Lancaster (2010)
Pane J.F., Griffin B.A., McCaffrey D.F., Karam R.: Effectiveness of cognitive tutor algebra I at scale. Educational Evaluation and Policy Analysis :0162373713507480 (2013)
Ritter, S., Koedinger, K.R.: An architecture for plug-in tutor agents. International Journal of Artificial Intelligence in Education 7, 315–347 (1996)
Siemens, G.: Massive Open Online Courses: Innovation in education? Open Educational Resources: Innovation, Research and Practice 5 (2013)
VanLehn, K.: The relative effectiveness of human tutoring, intelligent tutoring systems, and other tutoring systems. Educational Psychologist 46, 197–221 (2011)
VanLehn, K.: The behavior of tutoring systems. International Journal of Artificial Intelligence in Education 16, 227–265 (2006)
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© 2015 Springer International Publishing Switzerland
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Aleven, V. et al. (2015). The Beginning of a Beautiful Friendship? Intelligent Tutoring Systems and MOOCs. In: Conati, C., Heffernan, N., Mitrovic, A., Verdejo, M. (eds) Artificial Intelligence in Education. AIED 2015. Lecture Notes in Computer Science(), vol 9112. Springer, Cham. https://doi.org/10.1007/978-3-319-19773-9_53
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DOI: https://doi.org/10.1007/978-3-319-19773-9_53
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