Knowledge Discovery from Web Usage Data: A Survey of Web Usage Pre-processing Techniques

被引:0
|
作者
Prasad, G. Shiva [1 ]
Reddy, N. V. Subba [1 ]
Acharya, U. Dinesh [1 ]
机构
[1] Manipal Inst Technol, Dept Comp Sci & Engn, Manipal 576104, Karnataka, India
来源
关键词
Web Usage Data; Web Usage Mining; Web Usage Pre-Processing;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Knowledge discovery from Web Usage Data has become very critical in order to understand and better serve the needs of Web based applications. Web usage mining consists of three phases, namely preprocessing, pattern discovery and pattern analysis. A survey of Web Usage Preprocessing techniques is presented in this paper.
引用
收藏
页码:505 / 507
页数:3
相关论文
共 50 条
  • [41] Knowledge Extraction Using Web Usage Mining
    Waqas, Muhammad
    Iram, Maria
    Shahzad, Sara
    Arshad, Sidra
    Nawaz, Tahir
    [J]. EAI ENDORSED TRANSACTIONS ON SCALABLE INFORMATION SYSTEMS, 2018, 4 (16) : 1 - 5
  • [42] Review on Modern Data Preprocessing Techniques in Web Usage Mining (WUM)
    Sukumar, P.
    Robert, L.
    Yuvaraj, S.
    [J]. 2016 INTERNATIONAL CONFERENCE ON COMPUTATION SYSTEM AND INFORMATION TECHNOLOGY FOR SUSTAINABLE SOLUTIONS (CSITSS), 2016, : 64 - 69
  • [43] Knowledge datawarehouse: Web usage OLAP application
    Quafafou, M
    Naouali, S
    Nachouki, G
    [J]. 2005 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE, PROCEEDINGS, 2005, : 334 - 337
  • [44] An Inclusive Survey on Data Preprocessing Methods Used in Web Usage Mining
    Bakariya, Brijesh
    Mohbey, Krishna K.
    Thakur, G. S.
    [J]. PROCEEDINGS OF SEVENTH INTERNATIONAL CONFERENCE ON BIO-INSPIRED COMPUTING: THEORIES AND APPLICATIONS (BIC-TA 2012), VOL 2, 2013, 202 : 407 - 416
  • [45] Prioritizing Web Links Based on Web Usage and Content Data
    Chaudhary, Kamika
    Gupta, Santosh Kumar
    [J]. PROCEEDINGS OF THE 2014 INTERNATIONAL CONFERENCE ON ISSUES AND CHALLENGES IN INTELLIGENT COMPUTING TECHNIQUES (ICICT), 2014, : 546 - 551
  • [46] Web usage mining as a tool for personalization: A survey
    Pierrakos, D
    Paliouras, G
    Papatheodorou, C
    Spyropoulos, CD
    [J]. USER MODELING AND USER-ADAPTED INTERACTION, 2003, 13 (04) : 311 - 372
  • [47] Web Usage Mining as a Tool for Personalization: A Survey
    Dimitrios Pierrakos
    Georgios Paliouras
    Christos Papatheodorou
    Constantine D. Spyropoulos
    [J]. User Modeling and User-Adapted Interaction, 2003, 13 : 311 - 372
  • [48] Web Caching Replacement Algorithm Based on Web Usage Data
    Sorn Jarukasemratana
    Tsuyoshi Murata
    [J]. New Generation Computing, 2013, 31 : 311 - 329
  • [49] Web Caching Replacement Algorithm Based on Web Usage Data
    Jarukasemratana, Sorn
    Murata, Tsuyoshi
    [J]. NEW GENERATION COMPUTING, 2013, 31 (04) : 311 - 329
  • [50] Web-Page Recommendation Based on Web Usage and Domain Knowledge
    Thi Thanh Sang Nguyen
    Lu, Hai Yan
    Lu, Jie
    [J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2014, 26 (10) : 2574 - 2587