Design of Contents Recommendation Model Based on Gray System Theory

Li Hua Zhang; Yi Wei Zhang

doi:10.4028/www.scientific.net/AMM.513-517.1536

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 513-517Design of Contents Recommendation Model Based on...

Design of Contents Recommendation Model Based on Gray System Theory

Abstract:

In order to improve evaluation of e-learning systems, this paper introduces a model of learning content recommendation based on grey systems theory and gray relational analysis algorithms. This work analyses e-learners behaviours of e-learning and log files of the platform, find the most resemble e-learner, use his/her learning trail to recommend e-learning resources. The gray system theory can solve the problem of lacking historical data. And this model reach the purpose of selecting individual teaching contents intelligently.

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Periodical:

Applied Mechanics and Materials (Volumes 513-517)

Pages:

1536-1539

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.513-517.1536

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Online since:

February 2014

Authors:

Li Hua Zhang*, Yi Wei Zhang

Keywords:

Data Mining (DM), E-Learning Contents Recommendation, Grey Systems

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