A Research on Personalized Recommendation Based on Web Log Mining

被引：0
|
作者：
Jiang Changbin [1 ]
Wang Hu [1 ]
Chen Li [1 ]
机构：
[1] Wuhan Univ Technol, Sch Management, Wuhan 430070, Peoples R China
来源：
PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON INNOVATION AND MANAGEMENT, VOLS I AND II | 2009年
关键词：
Data mining; Web log mining; Personalized service; Sequence pattern mining; Similar Apriori algorithm;
D O I：
暂无
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
Web log mining is an important research field of Web data mining. Personalized service is the center of Web log mining applications. Based on the study of Web log mining and personalized service, this article established a personalization recommendation model in the basis of Web log mining. It presented similar Apriori algorithm based on constraints. It exploited and generated personalization recommendation candidate sets reflecting users' behavior characteristics and demands practically. Then the personalization recommendation model underwent a simulation. The results showed improved similar Apriori algorithm was of practical value to personalization recommendation. Improved similar Apriori algorithm could effectively provided users with intelligent navigation service and offer references to dynamic adjustments of content and structure of web pages.
引用
收藏
页码：1409 / 1415
页数：7
相关论文
共 50 条
  • [21] The Research of the Accessibility Website Design Based on Web Log Mining
    Tang, Hengyao
    Zhan, Xiaoyan
    [J]. INDUSTRIAL INSTRUMENTATION AND CONTROL SYSTEMS, PTS 1-4, 2013, 241-244 : 2779 - +
  • [22] Research on Recommendation of Personalized Exercises in English Learning Based on Data Mining
    Zhou, Lina
    Wang, Chunxia
    [J]. SCIENTIFIC PROGRAMMING, 2021, 2021
  • [23] Research on Personalized Recommendation of Electronic Commerce Website Based on Text Mining
    Chen, Ping
    Zhu, Li
    [J]. LECTURE NOTES IN REAL-TIME INTELLIGENT SYSTEMS (RTIS 2016), 2018, 613 : 355 - 361
  • [24] Research on Personalized Recommendation System Based on Big Data Mining Technology
    Li, Hongwei
    [J]. 2020 5TH INTERNATIONAL CONFERENCE ON MECHANICAL, CONTROL AND COMPUTER ENGINEERING (ICMCCE 2020), 2020, : 199 - 202
  • [25] Customer Identification and Recommendation System Research Based on Web Mining
    Liu Weijiang
    Zhang Zhaohui
    Ceng Queling
    [J]. EIGHTH WUHAN INTERNATIONAL CONFERENCE ON E-BUSINESS, VOLS I-III, 2009, : 156 - 161
  • [26] Personalized Services Research Based On Web Data Mining Technology
    Cheng, Xiaorong
    Liu, Hong
    [J]. SECOND INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN, VOL 2, PROCEEDINGS, 2009, : 177 - 180
  • [27] Recommendation of Optimized Web Pages to Users Using Web Log Mining Techniques
    Bhushan, Ravi
    Nath, Rajender
    [J]. PROCEEDINGS OF THE 2013 3RD IEEE INTERNATIONAL ADVANCE COMPUTING CONFERENCE (IACC), 2013, : 1030 - 1033
  • [28] The research of electronic commerce systems based on web server log mining
    Chen, Lin
    Guo, Qingping
    [J]. DCABES 2007 Proceedings, Vols I and II, 2007, : 791 - 793
  • [29] Research on Personalized Recommendation System in E-Learning Based on Semantic Web
    Gu, Yun-Feng
    [J]. PROCEEDINGS OF 3RD INTERNATIONAL CONFERENCE ON MULTIMEDIA TECHNOLOGY (ICMT-13), 2013, 84 : 1046 - 1053
  • [30] Personalized News Recommendation Based on Links of Web
    Li, Zhenzhong
    Shang, Wenqian
    [J]. 2015 IEEE/ACIS 14TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE (ICIS), 2015, : 581 - 584
12345