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Applying State-transition Graph to Construct User Model on E-learning Environment
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, , , , Dept. of Information and Computer Engineering, Chung Yuan Christian University, Taiwan

EdMedia + Innovate Learning, in Lugano, Switzerland ISBN 978-1-880094-53-2 Publisher: Association for the Advancement of Computing in Education (AACE), Waynesville, NC

Abstract

Distance learning has become a tendency, in this Internet age. This paper constructs users' behavior models on e-learning environment. It offers data transformation methods to calculate the probabilities of state transfer. Then data mining techniques will be used to cluster users with similar behavior. With the analyzing result of users' behavior, their learning characteristic could be found, thus to predict the movements of users and to help building an individual learning mechanism on e-learning websites becomes more available.

Citation

Lin, E., Lin, C.S., Cheng, S.Y. & Heh, J.S. (2004). Applying State-transition Graph to Construct User Model on E-learning Environment. In L. Cantoni & C. McLoughlin (Eds.), Proceedings of ED-MEDIA 2004--World Conference on Educational Multimedia, Hypermedia & Telecommunications (pp. 671-677). Lugano, Switzerland: Association for the Advancement of Computing in Education (AACE). Retrieved January 19, 2020 from .

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