Visualizing potential communities: A multiagent approach

Sen Yoshida, Koji Kamei, Makoto Yokoo, Takeshi Ohguro, Kaname Funakoshi, Fumio Hattori

研究成果: 書籍/レポート タイプへの寄稿会議への寄与

5 被引用数 (Scopus)

抄録

The generic term communityware (M. Chalmers and P. Chitson, 1992) has been proposed to represent systems that typically support the formation, activities, and organization of informal groups on open networks such as the Internet or mobile computing systems. Communityware is intended to provide support for a diverse and amorphous group of people who do not yet have a clearly defined goal. We explain the development of an example communityware system that graphically presents a potential community, i.e., people sharing common interests. The proposed system determines the degree of common interests for each pair of people, and it then locates the users in a plane where the distance between the users reflects the relevance between them. A major challenge for implementing this system is distinguishing an appropriate set of keywords to visualize potential communities. The system extracts keywords from the users' profiles and calculates the degree of relevance among the users using those keywords. We use a weight system for keywords as well as a learning mechanism that determines the desired weight from user feedback. It is shown that agents can speed up this learning process by cooperation.

本文言語英語
ホスト出版物のタイトルProceedings - International Conference on Multi Agent Systems, ICMAS 1998
出版社Institute of Electrical and Electronics Engineers Inc.
ページ477-478
ページ数2
ISBN(印刷版)081868500X, 9780818685002
DOI
出版ステータス出版済み - 1月 1 1998
外部発表はい
イベント1998 International Conference on Multi Agent Systems, ICMAS 1998 - Pans, フランス
継続期間: 7月 3 19987月 7 1998

出版物シリーズ

名前Proceedings - International Conference on Multi Agent Systems, ICMAS 1998

その他

その他1998 International Conference on Multi Agent Systems, ICMAS 1998
国/地域フランス
CityPans
Period7/3/987/7/98

!!!All Science Journal Classification (ASJC) codes

  • 管理情報システム
  • 通信
  • コンピュータ ネットワークおよび通信
  • 情報システムおよび情報管理

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