Belief revision for adaptive recommender agents in E-commerce

被引:0
|
作者
Lau, RYK [1 ]
机构
[1] Queensland Univ Technol, Ctr Informat Technol Innovat, Brisbane, Qld 4001, Australia
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
Recommender systems are a well-known technology for E-commerce. This paper illustrates a novel recommender agent model which combines the inductive power brought by text mining methods with the non-monotonic reasoning capability offered by a belief revision system to improve the agents' prediction effectiveness, learning autonomy, and explanatory capabilities.
引用
收藏
页码:99 / 103
页数:5
相关论文
共 50 条
  • [1] Belief revision and text mining for adaptive recommender agents
    Lau, RYK
    van den Brand, P
    [J]. FOUNDATIONS OF INTELLIGENT SYSTEMS, 2003, 2871 : 226 - 230
  • [2] A heuristic as basis for an adaptive e-commerce recommender system
    Wach, Elmar P.
    [J]. 2012 12TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS (ISDA), 2012, : 410 - 415
  • [3] Recommender Systems in E-Commerce
    Sivapalan, Sanjeevan
    Sadeghian, Alireza
    Rahnama, Hossein
    Madni, Asad M.
    [J]. 2014 WORLD AUTOMATION CONGRESS (WAC): EMERGING TECHNOLOGIES FOR A NEW PARADIGM IN SYSTEM OF SYSTEMS ENGINEERING, 2014,
  • [4] A Review on E-Commerce Recommender Applications
    Sterlin, C. L. Stefi
    Sandhya, A.
    Merlin, Sharon S.
    Sam, B. Baron
    [J]. 2017 INTERNATIONAL CONFERENCE ON COMPUTATION OF POWER, ENERGY INFORMATION AND COMMUNICATION (ICCPEIC), 2017, : 387 - 391
  • [5] A Novel Recommender System for E-Commerce
    Chu, Pang-Ming
    Lee, Shie-Jue
    [J]. 2017 10TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI), 2017,
  • [6] A survey of E-Commerce recommender systems
    Wei, Kangning
    Huang, Jinghua
    Fu, Shaohong
    [J]. 2007 INTERNATIONAL CONFERENCE ON SERVICE SYSTEMS AND SERVICE MANAGEMENT, VOLS 1-3, 2007, : 734 - +
  • [7] Agents in E-commerce
    Ma, M
    [J]. COMMUNICATIONS OF THE ACM, 1999, 42 (03) : 78 - 80
  • [8] Building a better recommender system in E-commerce
    黎星星
    [J]. Journal of Chongqing University(English Edition), 2003, (01) : 68 - 72
  • [9] Automated Ontology Evolution for an E-Commerce Recommender
    Wach, Elmar P.
    [J]. BUSINESS INFORMATION SYSTEMS WORKSHOPS (BIS 2011), 2011, 97 : 166 - 177
  • [10] Smart e-commerce integration with recommender systems
    Zhang, Yin
    Abbas, Haider
    Sun, Yi
    [J]. ELECTRONIC MARKETS, 2019, 29 (02) : 219 - 220