Abstract
In a tutoring system based on an exploratory environment, it is also important to provide direct guidance to students. We endowed iList, our linked list tutor, with the ability to generate proactive feedback using a procedural knowledge model automatically constructed from the interaction of previous students with the system. We compared the new version of iList with its predecessors and human tutors. Our evaluation shows that iList is effective in helping students learn.
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References
Evens, M., Michael, J.: One-on-one Tutoring by Humans and Machines. Lawrence Erlbaum Associates, Mahwah (2006)
Fossati, D., Di Eugenio, B., Brown, C., Ohlsson, S., Cosejo, D., Chen, L.: Supporting computer science curriculum: Exploring and learning linked lists with iList. IEEE Transactions on Learning Technologies, Special Issue on Real-World Applications of Intelligent Tutoring Systems (2009) (in press)
Fossati, D., Di Eugenio, B., Ohlsson, S., Brown, C., Chen, L., Cosejo, D.: I learn from you, you learn from me: How to make ilist learn from students. In: AIED 2009, The 14th International Conference on Artificial Intelligence in Education, Brighton, UK (July 2009)
Kirschner, P.A., Sweller, J., Clark, R.E.: Why minimal guidance during instruction does not work: an analysis of the failure of constructivist, discovery, problem-based, experiential, and inquiry-based teaching. Educational Psychologist 41(2), 75–86 (2006)
VanLehn, K., Lynch, C., Schulze, K., Shapiro, J.A., Shelby, R.H., Taylor, L., Treacy, D.J., Weinstein, A., Wintersgill, M.C.: The Andes physics tutoring system: Five years of evaluations. In: McCalla, G.I., Looi, C.K. (eds.) Artificial Intelligence in Education Conference. IOS Press, Amsterdam (2005)
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Fossati, D., Di Eugenio, B., Ohlsson, S., Brown, C., Chen, L. (2010). Generating Proactive Feedback to Help Students Stay on Track. In: Aleven, V., Kay, J., Mostow, J. (eds) Intelligent Tutoring Systems. ITS 2010. Lecture Notes in Computer Science, vol 6095. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-13437-1_56
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DOI: https://doi.org/10.1007/978-3-642-13437-1_56
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