Personalized Distance Education System Based on Data Mining

Authors

  • Zhimin Qi Jilin Normal University, Jilin, China

DOI:

https://doi.org/10.3991/ijet.v13i07.8810

Keywords:

learning system, data mining technology, BP neural network algorithm

Abstract


To improve the poor intelligence and personalized service of the learning system in current distance education and training, a personalized learning system model based on data mining technology was proposed. Then, the method of applying the decision tree and BP neural network algorithm to de-sign the system was described in detail. Finally, the core module of the per-sonalized distance education system combined with Web was designed. The personalized function module introduced how the user operates the intelli-gent Web reasoning in the module according to the user input learning in-formation and gave the most matching learning materials. Finally, the appli-cation results showed that the system greatly improved the personalized ser-vice module.

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Published

2018-06-28

How to Cite

Qi, Z. (2018). Personalized Distance Education System Based on Data Mining. International Journal of Emerging Technologies in Learning (iJET), 13(07), pp. 4–16. https://doi.org/10.3991/ijet.v13i07.8810

Issue

Section

Papers