A ROUGH SET APPROACH FOR WEB USAGE MINING

被引：0
|
作者：
Salem, Abdel-Badeeh M. [1 ]
Arafat, Shaimaa [1 ]
Khalifa, Wael H. [1 ]
机构：
[1] Ain Shams Univ, Fac Comp & Informat Sci, Cairo, Egypt
来源：
MENDEL 2008 | 2008年
关键词：
Machine Learning; Rough Sets; Web Usage Mining; Web Log Mining; Association Rules;
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 Usage Mining is a branch of web mining concerned with the extraction of interesting patterns logs generated from user's navigation across web sites. The main difference between web mining and data mining is nature of data mined. The web mining data is semi-structured and in a pretty large amounts. The logs generated by web servers provide a good example of the type of data used in web mining. A rough set is a formal approximation of a crisp set, which give the lower and the upper approximation of the original set. In this paper we present an approach to extract association rules from web usage data using rough sets. We describe how we convert the web usage data into a decision table and then use rough set approximation to generate association rules.
引用
收藏
页码：281 / 286
页数：6
相关论文
共 50 条
  • [21] Adaptive Web sites by Web usage mining
    Fu, YJ
    Creado, M
    Shih, MY
    IC'2001: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTERNET COMPUTING, VOLS I AND II, 2001, : 28 - 34
  • [22] The Prediction of Web User's Behavior Based on Web Usage Mining
    Bai Xiaoli
    Chen Fei
    2010 ETP/IITA CONFERENCE ON TELECOMMUNICATION AND INFORMATION (TEIN 2010), 2010, : 32 - 35
  • [23] Web Usage Mining: A Review on Process, Methods and Techniques
    Varnagar, Chintan R.
    Madhak, Nirali N.
    Kodinariya, Trupti M.
    Rathod, Jayesh N.
    2013 INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND EMBEDDED SYSTEMS (ICICES), 2013, : 40 - 46
  • [24] Web Usage Mining in Tourism - A Query Term Analysis and Clustering Approach
    Pitman, Arthur
    Zanker, Markus
    Fuchs, Matthias
    Lexhagen, Maria
    INFORMATION AND COMMUNICATION TECHNOLOGIES IN TOURISM 2010, 2010, : 393 - +
  • [25] Suggest : A web usage mining system
    Baraglia, R
    Palmerini, P
    INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: CODING AND COMPUTING, PROCEEDINGS, 2002, : 282 - 287
  • [26] Study on Web Mining Algorithm Based on Usage Mining
    Han, Qingtian
    Gao, Xiaoyan
    Wu, Wenguo
    9TH INTERNATIONAL CONFERENCE ON COMPUTER-AIDED INDUSTRIAL DESIGN & CONCEPTUAL DESIGN, VOLS 1 AND 2: MULTICULTURAL CREATION AND DESIGN - CAID& CD 2008, 2008, : 1121 - +
  • [27] Web Usage Mining: An Implementation View
    Korra, Sathya Babu
    Panigrahy, Saroj Kumar
    Jena, Sanjay Kumar
    ADVANCES IN COMPUTING, COMMUNICATION AND CONTROL, 2011, 125 : 131 - 136
  • [28] A Comprehensive Study of Web Usage Mining
    Dhandi, Monika
    Chakrawarti, Rajesh Kumar
    2016 SYMPOSIUM ON COLOSSAL DATA ANALYSIS AND NETWORKING (CDAN), 2016,
  • [29] Pattern Discovery of Web Usage Mining
    Nina, Shahnaz Parvin
    Rahaman, Md Mahamudur
    Bhuiyan, Md Khairul Islam
    Ahmed, Khandakar Entenam Unayes
    PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON COMPUTER TECHNOLOGY AND DEVELOPMENT, VOL 1, 2009, : 499 - 503
  • [30] The Construction of Transactions for Web Usage Mining
    Li, Yan
    Feng, Bo-qin
    PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND NATURAL COMPUTING, VOL I, 2009, : 121 - 124
12345