A new approach of the collaborative user interface agents

Tarek Helmy, Satoshi Amamiya, Tsunenori Mine, Makoto Amamiya

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

2 被引用数 (Scopus)

抄録

Next generation of information systems will rely on cooperative intelligent agents for playing a fundamental role in actively searching and finding relevant information on behalf of their users in complex and open environments, such as the Internet. User Interface Agents {VIA) are semi-intelligent systems, which help the users to access, manage, share and exchange information. Recently, various researchers have proposed a learning approach towards building such agents and some working prototypes have been demonstrated. Such agents learn by watching over the shoulder of the user and detect patterns and regularities in the user's behavior. We present a new approach of the collaborative VIA that helps the user to retrieve information that is consistent to the user's need. The model provides tools and utilities for the user to manage his/her information repositories with dynamic organization and adaptation views. In order to investigate the performance of the UIA, we carried out several experiments. Through the experiments, the results ensure that the techniques of personalization, clustering the user's preferences, and making use of the preferences promise to achieve more relevant information to the user's queries.

本文言語英語
ホスト出版物のタイトルProceedings - IEEE/WIC International Conference on Intelligent Agent Technology, IAT'03
出版社IEEE Computer Society
ページ147-153
ページ数7
ISBN(印刷版)0769519318, 9780769519319
DOI
出版ステータス出版済み - 2003

出版物シリーズ

名前Proceedings - IEEE/WIC International Conference on Intelligent Agent Technology, IAT'03

All Science Journal Classification (ASJC) codes

  • 人工知能

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