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Web挖掘在个性化远程教育中的应用 被引量:2

Web Mining Used in Personalized Distance-Learning
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摘要 基于Web挖掘,提出了一种新的个性化远程教育模型。它能充分利用用户Web访问记录,同时结合用户与站点的交互数据进行挖掘,以此来发现学习者的浏览(学习)兴趣,从而改进页面的设计,优化站点结构,更好地满足学习者的个性化需求,提升个性化远程教育的质量。 It presents a distance- learning model based on Web mining in this paper, which can take advantage of those students' pages access log information. Moreover, it can mine the useful information between the Web sites and students. This result is not only to find those students' learning interest and improve design of page, but also to optimize the Web sites' structure and meet every student needs. Finally, it also can improve the distance- learning quality.
出处 《计算机技术与发展》 2006年第9期136-138,共3页 Computer Technology and Development
关键词 WEB挖掘 WEB使用记录挖掘 远程教育 个性化 Web mining Web usage mining distance - learning personalization
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  • 1黄茜.WEB日志挖掘在个性化网络教育中的应用[J].现代教育技术,2004,14(5):52-55. 被引量:18
  • 2雍全明.基于Web的远程教育参考模型研究[J].鄂州大学学报,2003,10(4):28-29. 被引量:6
  • 3[1]Cooley R, Mobasher B, Srivastava J. Data preparation for mining world wide web browsing patterns. Journal of Knowledge and Information Systems, 1999 (1): 230-241
  • 4[2]Agrawal, Srikant R. Fast algorithms for mining association rules.In proceedings of the 20th VLDB conference, 1994: 487-499
  • 5[3]Karypis H P. Clustering based on association rule hypergraphs.In Proccedings of SIGMOD'97 Workshop on Research Issues in DMKD'97, 1997: 331-352
  • 6[4]Karypis H P. Hypergraph based clustering in high-dimensional data sets:a summary of results. IEEE Bulletin of Technical Committee on Data Engineering, 1998, (21)1: 105-140
  • 7Han J,Data Mining:Concepts and Techniques,2000年
  • 8Wang K,Proc of VLDB'97,1999年,363页
  • 9Zaiane O R,Proc Int Workshop Web Information and Data Management(WIDM'98),1998年,9页
  • 10Mobasher B,Tech Rep:TR96 0 5 0,1996年

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