Analysis of Web Mining Technology and Their Impact on Semantic Web

被引:0
|
作者
Rana, Vijay [1 ]
Singh, Gurdev [2 ]
机构
[1] Punjab Tech Univ, Jalandhar, Punjab, India
[2] Gurukul Vidyapeeth Inst Engn & Technol, Patiala, Punjab, India
关键词
Web Content Mining; Web Structure Mining; Web Usage Mining; Semantic Web Mining;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Web mining gives an innovative direction for scientific research and pushing web technology to toward making the meaning information and exploits some data mining techniques to automatically extract valuable information from the World Wide Web. It makes an environment where the information available on the web can be semantically interpreted. Web mining assembles more feature to built web personalize interaction and customizing a web site according to the requirements of users, obtaining advantage of the knowledge attained from the study of the user's browsing behavior. However, the existing heterogeneous environment and usually a large server can't guarantee the reliability and making unstructured information. Therefore necessitate for research activities in web mining to extending a standard but intelligent, adaptive and distributed framework for the support of heterogeneous environment is apparent and semantic web is most promising techniques at that instances. In this work we have tried to through the light on concept of web mining techniques.
引用
收藏
页码:5 / 11
页数:7
相关论文
共 50 条
  • [1] 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
  • [2] A roadmap for Web mining: From Web to semantic web
    Berendt, B
    Hotho, A
    Mladenic, D
    van Someren, M
    Spiliopoulou, M
    Stumme, G
    [J]. WEB MINING: FROM WEB TO SEMANTIC WEB, 2004, 3209 : 1 - 22
  • [3] Semantic Web mining
    Han, H
    Oh, JW
    [J]. IKE '04: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE ENGNINEERING, 2004, : 75 - 81
  • [4] Semantic Session Analysis for Web Usage Mining
    ZHANG Hui
    [J]. Wuhan University Journal of Natural Sciences, 2007, (05) : 773 - 776
  • [5] Practice of inductive reasoning on the Semantic Web: A system for Semantic Web mining
    Lisi, Francesca A.
    [J]. PRINCIPLES AND PRACTICE OF SEMANTIC WEB REASONING, 2006, 4187 : 242 - 256
  • [6] Towards Semantic Web Mining
    Berendt, B
    Hotho, A
    Stumme, G
    [J]. SEMANTIC WEB - ISWC 2002, 2002, 2342 : 264 - 278
  • [7] Semantic Web Technology to Support Learning about the Semantic Web
    Dzbor, Martin
    Motta, Enrico
    [J]. ARTIFICIAL INTELLIGENCE IN EDUCATION: BUILDING TECHNOLOGY RICH LEARNING CONTEXTS THAT WORK, 2007, 158 : 25 - +
  • [8] Clustered and Smarter Web mining using Semantic Web
    Galib, Syed Md.
    Shah, Ajay
    Rahman, Md. Motiur
    Debnath, Maitri
    [J]. 2015 18TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY (ICCIT), 2015, : 111 - 115
  • [9] Spatial web search with Semantic Web Technology
    Banour, Huda Abdalslam
    Khalifa, Iraky
    Haggag, Mohamed
    [J]. LIFE SCIENCE JOURNAL-ACTA ZHENGZHOU UNIVERSITY OVERSEAS EDITION, 2013, 10 (01): : 2926 - 2933
  • [10] Semantic analysis for data preparation of web usage mining
    Jung, JJ
    Jo, GS
    [J]. INNOVATIONS IN APPLIED ARTIFICIAL INTELLIGENCE, 2004, 3029 : 1249 - 1258