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Author:

Wan, Ya-Qi (Wan, Ya-Qi.) | Hou, Ya-Rong (Hou, Ya-Rong.) | Wang, Yong (Wang, Yong.) | Zhang, Shu-Jie (Zhang, Shu-Jie.)

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Abstract:

With the help of data mining for education and examination data, education management and decision can be made scientifically. Based on the analysis of the education and examination data, a framework of education and examination data mining system was proposed. Algorithm Apriori was applied to the association rule mining in finding the relationship among the grades of the different subjects of the college entrance examination. The association rules mined shows that the grades of different subjects have close relationships, and the minimized support thresholds for all rules are larger than 75%.

Keyword:

Data warehouses Association rules Mining machinery Data mining

Author Community:

  • [ 1 ] [Wan, Ya-Qi]College of Computer Sciences, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Wan, Ya-Qi]Department of Information, Beijing Education Examinations Authority, Beijing 100083, China
  • [ 3 ] [Hou, Ya-Rong]College of Computer Sciences, Beijing University of Technology, Beijing 100124, China
  • [ 4 ] [Wang, Yong]College of Computer Sciences, Beijing University of Technology, Beijing 100124, China
  • [ 5 ] [Zhang, Shu-Jie]College of Computer Sciences, Beijing University of Technology, Beijing 100124, China

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Source :

Journal of Beijing University of Technology

ISSN: 0254-0037

Year: 2009

Issue: 5

Volume: 35

Page: 697-701

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 8

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