Frequent Pattern Mining in Web Log Data

被引:0
|
作者
Ivancsy, Renata [1 ]
Vajk, Istvan
机构
[1] Budapest Univ Technol & Econ, Dept Automat & Appl Informat, Goldmann Gy Ter 3, H-1111 Budapest, Hungary
关键词
Pattern mining; Sequence mining; Graph Mining; Web log mining;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Frequent pattern mining is a heavily researched area in the field of data mining with wide range of applications. One of them is to use frequent pattern discovery methods in Web log data. Discovering hidden information from Web log data is called Web usage mining. The aim of discovering frequent patterns in Web log data is to obtain information about the navigational behavior of the users. This can be used for advertising purposes, for creating dynamic user profiles etc. In this paper three pattern mining approaches are investigated from the Web usage mining point of view. The different patterns in Web log mining are page sets, page sequences and page graphs.
引用
收藏
页码:77 / 90
页数:14
相关论文
共 50 条
  • [1] Performance Evaluation of Frequent Pattern Mining Algorithms using Web Log Data for Web Usage Mining
    Gashaw, Yonas
    Liu, Fang
    [J]. 2017 10TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI), 2017,
  • [2] Frequent Sequence Mining in Web Log Data
    Weichbroth, Pawel
    [J]. MAN-MACHINE INTERACTIONS 5, ICMMI 2017, 2018, 659 : 459 - 467
  • [3] User frequent navigation pattern mining model for web log
    Zhou, KJ
    Qu, YF
    Gu, HZ
    [J]. PROCEEDINGS OF THE 2005 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING (12TH), VOLS 1- 3, 2005, : 209 - 213
  • [4] Efficient frequent pattern mining on web logs
    Sun, LP
    Zhang, XZ
    [J]. ADVANCED WEB TECHNOLOGIES AND APPLICATIONS, 2004, 3007 : 533 - 542
  • [5] Web Log Data Analysis and Mining
    Grace, L. K. Joshila
    Maheswari, V.
    Nagamalai, Dhinaharan
    [J]. ADVANCED COMPUTING, PT III, 2011, 133 : 459 - 469
  • [6] An Efficient Web Recommender System based on Approach of Mining Frequent Sequential Pattern from Customized Web Log Preprocessing
    Valera, Manisha
    Chauhan, Uttam
    [J]. 2013 FOURTH INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATIONS AND NETWORKING TECHNOLOGIES (ICCCNT), 2013,
  • [7] Web log data mining analysis
    Lu Ansheng
    [J]. 2012 INTERNATIONAL CONFERENCE ON INTELLIGENCE SCIENCE AND INFORMATION ENGINEERING, 2012, 20 : 213 - 215
  • [8] Data preparation in web log mining
    Lu, Lina
    Yang, Yiling
    Guan, Xudong
    Wei, Hengyi
    [J]. Jisuanji Gongcheng/Computer Engineering, 2000, 26 (04): : 66 - 67
  • [9] Frequent Pattern Mining with Uncertain Data
    Aggarwal, Charu C.
    Li, Yan
    Wang, Jianyong
    Wang, Jing
    [J]. KDD-09: 15TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, 2009, : 29 - 37
  • [10] Frequent pattern mining-based log file partition for process mining
    Bantay, Laszlo
    Abonyi, Janos
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2023, 123