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
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;
Conference_Titel :
Autonomous Decentralized System, 2002. The 2nd International Workshop on
Print_ISBN :
0-7803-7624-2
DOI :
10.1109/IWADS.2002.1194668