Inferring user interest

被引:66
|
作者
Claypool, M [1 ]
Brown, D [1 ]
Le, P [1 ]
Waseda, M [1 ]
机构
[1] Worcester Polytech Inst, Worcester, MA 01609 USA
关键词
Electronic library - Explicit ratings - Implicit ratings;
D O I
10.1109/4236.968829
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
To collect, measure, and evaluate the predictive power of implicit interest indicators, a Web browser to record user actions and explicit ratings for each page visited was made. Implicit indicators captured while users browse the Web can be as predictive of interest levels as explicit ratings. This paper examines the correlations between various implicit indicators and explicit interest. In addition, it examines how implicit interest indicators impact user privacy.
引用
收藏
页码:32 / 39
页数:8
相关论文
共 50 条
  • [41] Query Log Mining for Inferring User Tasks and Needs
    Mehrotra, Rishabh
    Yilmaz, Emine
    MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2016, PT III, 2016, 9853 : 284 - 288
  • [42] Page Interest Estimation Model Considering User Interest Drift
    Li, Yan
    Feng, Bo-qin
    Li, Yan
    ICCSSE 2009: PROCEEDINGS OF 2009 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION, 2009, : 1893 - +
  • [43] Inferring User Gender from User Generated Visual Content on a Deep Semantic Space
    Semedo, David
    Magalhaes, Joao
    Martins, Flavio
    2018 26TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2018, : 1800 - 1804
  • [44] Modeling User Interest and Community Interest in Microbloggings: An Integrated Approach
    Tuan-Anh Hoang
    ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PART I, 2015, 9077 : 708 - 721
  • [45] User interest modeling based on terminal user behavior analysis
    Li, Changlu
    Wang, Jinlin
    Guo, Zhichuan
    Han, Rui
    Journal of Computational Information Systems, 2015, 11 (01): : 349 - 356
  • [46] Constructing a Hierarchical User Interest Structure based on User Profiles
    Zhao, Chao
    Zhao, Min
    Guan, Yi
    2017 17TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS (ICDMW 2017), 2017, : 156 - 162
  • [47] A framework for WWW user activity analysis based on user interest
    Zeng, Jianping
    Zhang, Shiyong
    Wu, Chengrong
    KNOWLEDGE-BASED SYSTEMS, 2008, 21 (08) : 905 - 910
  • [48] Mining User Interest in Microblogs with a User-Topic Model
    He Li
    Jia Yan
    Han Weihong
    Ding Zhaoyun
    CHINA COMMUNICATIONS, 2014, 11 (08) : 131 - 144
  • [49] Retrieving Regions of Interest for User Exploration
    Cao, Xin
    Cong, Gao
    Jensen, Christian S.
    Yiu, Man Lung
    PROCEEDINGS OF THE VLDB ENDOWMENT, 2014, 7 (09): : 733 - 744
  • [50] DEVELOPMENTS SPARK VMEBUS USER INTEREST
    MANNION, P
    ELECTRONIC PRODUCTS MAGAZINE, 1992, 34 (10): : 22 - 22