A Web Prediction Pattern Recommendation Algorithm

被引：0
|
作者：
Lin Jianhui [1 ]
Zhao Bingjie [2 ]
机构：
[1] Hubei Univ Police, Dept Informat Technol, Wuhan, Peoples R China
[2] Shanghai Maritime Univ, Logist Engn Inst, Shanghai, Peoples R China
来源：
2009 INTERNATIONAL CONFERENCE ON NETWORKING AND DIGITAL SOCIETY, VOL 2, PROCEEDINGS | 2009年
关键词：
Cache recommender system; clustering; sequence mining;
D O I：
10.1109/ICNDS.2009.145
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Recommender system can predict and recommend end users their probably most interesting commodities after abstracting their interest and preference through their browsing information. In this paper, we accordingly abstract user preference to predict the users' coming access webpage to prefetch them. Through an optimized clustering and sequence mining algorithm, a recommender system is realized to predict user preference webpage. Experiments prove the precision and applicability of system.
引用
收藏
页码：263 / +
页数：2
相关论文
共 50 条
  • [21] Research on Personalized Recommendation Algorithm Based on Web Data Mining
    Yang, Yanxia
    Lin, Xiaoli
    Yin, Mengjia
    INTERNATIONAL CONFERENCE ON COMPUTATIONAL AND INFORMATION SCIENCES (ICCIS 2014), 2014, : 37 - 42
  • [22] An algorithm for inconsistency resolving in recommendation web-based systems
    Malski, Michal
    KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS, 2006, 4252 : 251 - 258
  • [23] Hybrid Collaborative Filtering algorithm for bidirectional Web service recommendation
    Jie Cao
    Zhiang Wu
    Youquan Wang
    Yi Zhuang
    Knowledge and Information Systems, 2013, 36 : 607 - 627
  • [24] Hybrid Collaborative Filtering algorithm for bidirectional Web service recommendation
    Cao, Jie
    Wu, Zhiang
    Wang, Youquan
    Zhuang, Yi
    KNOWLEDGE AND INFORMATION SYSTEMS, 2013, 36 (03) : 607 - 627
  • [25] Web Page Recommendation Algorithm based on Weighted MFP Clustering
    Xiong Haijun
    Huang Zhiqiang
    ICCSE 2008: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION: ADVANCED COMPUTER TECHNOLOGY, NEW EDUCATION, 2008, : 1251 - 1253
  • [26] A Differential Semantic Algorithm for Query Relevant Web Page Recommendation
    Deepak, Gerard
    Priyadarshini, J. Sheeba
    Babu, M. S. Hareesh
    2016 IEEE INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTER APPLICATIONS (ICACA), 2016, : 44 - 49
  • [27] A fast algorithm for web transaction pattern mining
    Tao, Z. (taozaiping@gmail.com), 1600, Advanced Institute of Convergence Information Technology, Myoungbo Bldg 3F,, Bumin-dong 1-ga, Seo-gu, Busan, 602-816, Korea, Republic of (04):
  • [28] An efficient algorithm for web access pattern mining
    Yang, Sen
    Guo, Jiankui
    Zhu, Yangyong
    FOURTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 2, PROCEEDINGS, 2007, : 726 - 729
  • [29] Prediction of Atomic Web Services Reliability for QoS-Aware Recommendation
    Silic, Marin
    Delac, Goran
    Srbljic, Sinisa
    IEEE TRANSACTIONS ON SERVICES COMPUTING, 2015, 8 (03) : 425 - 438
  • [30] A Cluster Feature Based Approach for QoS Prediction in Web Service Recommendation
    Chen, Shulong
    Peng, Yuxing
    Mi, Haibo
    Wang, Changjian
    Huang, Zhen
    12TH IEEE SYMPOSIUM ON SERVICE-ORIENTED SYSTEM ENGINEERING (SOSE 2018) / 9TH INTERNATIONAL WORKSHOP ON JOINT CLOUD COMPUTING (JCC 2018), 2018, : 246 - 251
12345