Towards a Framework for Web Page Recommendation System based on Semantic Web Usage Mining: A Case Study

被引:0
|
作者
Singh, Satyaveer [1 ]
Aswal, Mahendra Singh [1 ]
机构
[1] Gurukul Kangri Vishwavidyalaya, Haridwar, India
关键词
Semantic web usage mining; Recommendation system; Information filtering; Ontology;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Web page recommendation system is one kind of the recommendation system based on the user's current web navigation behavior that automatically recommends web pages in which a particular user is most interesting. For effective web page recommendations, it is very crucial and difficult to find the useful and sufficient knowledge from web usage data. This paper discusses taxonomy of recommendation system techniques and some of open challenges and issues in development of recommendation systems. The paper has performed the case studies of some of main web page recommendation frameworks based on semantic web usage mining.
引用
收藏
页码:329 / 334
页数:6
相关论文
共 50 条
  • [21] Web Page Recommendation Based on Bitwise Frequent Pattern Mining
    Jiang, Fan
    Leung, Carson K.
    Pazdor, Adam G. M.
    [J]. 2016 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE (WI 2016), 2016, : 632 - 635
  • [22] Improving web sites with web usage mining, web content mining, and semantic analysis
    Norguet, JP
    Zimányi, E
    Steinberger, R
    [J]. SOFSEM 2006: THEORY AND PRACTICE OF COMPUTER SCIENCE, PROCEEDINGS, 2006, 3831 : 430 - 439
  • [23] Towards Semantic Web Mining
    Berendt, B
    Hotho, A
    Stumme, G
    [J]. SEMANTIC WEB - ISWC 2002, 2002, 2342 : 264 - 278
  • [24] Towards an Extensible Web Usage Mining Framework for Actionable Knowledge
    Pushpalatha, N.
    Reddy, S. Sai Satyanarayana
    [J]. PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON INVENTIVE COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES (ICICCT), 2017, : 35 - 40
  • [25] Link recommendation method based on web content and usage mining
    Kazienko, P
    Kiewra, M
    [J]. INTELLIGENT INFORMATION PROCESSING AND WEB MINING, 2003, : 529 - 533
  • [26] A Recommendation System for the Semantic Web
    Codina, Victor
    Ceccaroni, Luigi
    [J]. DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, 2010, 79 : 45 - 52
  • [27] Semantic preprocessing of Web request streams for Web usage mining
    Jung, JJ
    [J]. JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2005, 11 (08) : 1383 - 1396
  • [28] A Recommendation System Model Based on Web Mining
    Zhang, Ting
    Fu, Shucai
    [J]. 2010 INTERNATIONAL CONFERENCE ON INFORMATION, ELECTRONIC AND COMPUTER SCIENCE, VOLS 1-3, 2010, : 682 - 687
  • [29] Research on Recommendation System Based on Web Mining
    Zhu, Min
    Yan, Lei
    [J]. 2011 AASRI CONFERENCE ON INFORMATION TECHNOLOGY AND ECONOMIC DEVELOPMENT (AASRI-ITED 2011), VOL 1, 2011, : 99 - 102
  • [30] Research on Recommendation System Based on Web Mining
    Zhu, Min
    Yan, Lei
    [J]. 2011 INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND NEURAL COMPUTING (FSNC 2011), VOL IV, 2011, : 99 - 102