Pinpoint web searching and user Modeling on the collaborative Kodama agents

被引:0
|
作者
Helmy, T [1 ]
Amamiya, S [1 ]
Amamiya, M [1 ]
机构
[1] Kyushu Univ, Grad Sch Informat Sci & Elect Engn, Dept Intelligent Syst, Kasuga, Fukuoka 8168580, Japan
来源
关键词
Web data mining and analysis; collaborative information agents; Web site management; adapting to user's model;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The primary application domain of Kodamal is the WWW and its purpose in this application is to assist users to find desired information. Three different categories of Kodama's agents are introduced here, Web Page Agents, Server Agents, and User Interface Agents. Kodama agents learn and adapt to the User's Preferences (UP), which may change over time. At the same time, they explore these preferences to get any relevancy with the future queries. These communities of Kodama. agents autonomously achieve and update their Interpretation Policies (IP) & UP and cooperate with other agents to retrieve distributed relevant information on the Web. This paper studies ways to model user's interests and shown how these models can be deployed for more effective information retrieval. In terms of adaptation speed, the proposed methods make Kodama system acts as a pinpoint information retrieval system, converges to the user's interests and adapts to the user's sudden change of interests.
引用
收藏
页码:305 / 314
页数:10
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