• DocumentCode
    3393126
  • Title

    Agent technology recommending personalized information and its evaluation

  • Author

    Shibata, Huoshi ; Hoshiai, Takashige ; Kubota, Minoru ; Teramoto, Mitsuo

  • Author_Institution
    NTT Network Innovation Labs., Tokyo, Japan
  • fYear
    2002
  • fDate
    6-7 Nov. 2002
  • Firstpage
    176
  • Lastpage
    183
  • Abstract
    These days, personalized contents recommending services are attracting world wide attention due to the development of broadcasting technology based on WWW and P2P technology. In this paper, we propose a method of implementing our active autonomous agents that discover and recommend contents matched with the user´s preference without the user´s guidance. The agents can learn the user preference by observing the user´s reaction to contents recommended by the agents. We evaluate the convergence and adaptability of our agents´ learning algorithm by simulation with our programmable movie service (PM service), which composes and provides appropriate contents for users.
  • Keywords
    Internet; information needs; learning (artificial intelligence); multi-agent systems; personal computing; Internet; P2P technology; World Wide Web; active autonomous agents; broadcasting; learning; personalized contents recommending services; personalized information recommendation; programmable movie service; user preference; Autonomous agents; Broadcast technology; Broadcasting; Electronic mail; Laboratories; Motion pictures; Streaming media; TV; Technological innovation; World Wide Web;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Autonomous Decentralized System, 2002. The 2nd International Workshop on
  • Print_ISBN
    0-7803-7624-2
  • Type

    conf

  • DOI
    10.1109/IWADS.2002.1194668
  • Filename
    1194668