Mining and modeling database user access patterns

被引:0
|
作者
Yao, Qingsong [1 ]
An, Aijun [1 ]
Huang, Xiangji [1 ]
机构
[1] York Univ, Dept Comp Engn & Sci, Toronto, ON M3J 1P3, Canada
关键词
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
We present our approach to mining and modeling the behavior of database users. In particular, we propose graphic models to capture the database user's dynamic behavior and focus on applying data mining techniques to the problem of mining and modeling database user behaviors from database trace logs. The experimental results show that our approach can discover and model user behaviors successfully.
引用
收藏
页码:493 / 503
页数:11
相关论文
共 50 条
  • [1] Characterizing database user's access patterns
    Yao, QS
    An, AJ
    [J]. DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS, 2004, 3180 : 528 - 538
  • [2] Algorithm for mining web access patterns based on user access sequences
    [J]. Jinhua, Sun, 1600, Bentham Science Publishers B.V., P.O. Box 294, Bussum, 1400 AG, Netherlands (08):
  • [3] Web Mining Based on User Access Patterns for Web Personalization
    Wang Xiao-Gang
    Li Yue
    [J]. 2009 ISECS INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT, VOL I, 2009, : 194 - 197
  • [4] Efficient Mining of User Behaviors by Temporal Mobile Access Patterns
    Lee, Seung-Cheol
    Paik, Juryon
    Ok, Jeewoong
    Song, Insang
    Kim, Ung Mo
    [J]. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2007, 7 (02): : 285 - 291
  • [5] Mining Individual Access Patterns by the Time Preference of a Web User
    Chen, Yinghua
    Yan, Chungang
    [J]. PROCEEDINGS 2013 INTERNATIONAL CONFERENCE ON MECHATRONIC SCIENCES, ELECTRIC ENGINEERING AND COMPUTER (MEC), 2013, : 2316 - 2320
  • [6] Discovery of user frequent access patterns on Web Usage Mining
    Wang, XD
    Ouyang, YM
    Hu, XG
    Zhang, Y
    [J]. PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN, VOL 1, 2004, : 765 - 769
  • [7] Mining access patterns of Web active user based on tree structure
    Bei, Yi-Jun
    Chen, Gang
    Dong, Jin-Xiang
    [J]. Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science), 2009, 43 (06): : 1005 - 1013
  • [8] Mining user access patterns with traversal constraint for predicting web page requests
    Mei-Ling Shyu
    Choochart Haruechaiyasak
    Shu-Ching Chen
    [J]. Knowledge and Information Systems, 2006, 10 : 515 - 528
  • [9] Mining user access patterns with traversal constraint for predicting web page requests
    Shyu, Mei-Ling
    Haruechaiyasak, Choochart
    Chen, Shu-Ching
    [J]. KNOWLEDGE AND INFORMATION SYSTEMS, 2006, 10 (04) : 515 - 528
  • [10] Mining conditional patterns in a database
    Adhikari, Animesh
    Rao, P. R.
    [J]. PATTERN RECOGNITION LETTERS, 2008, 29 (10) : 1515 - 1523