Estimating relevance of items on basis of proximity of user groups on blogspace

Shin Ya Sato, Kensuke Fukuda, Toshio Hirotsu, Satoshi Kurihara, Toshiharu Sugawara

研究成果: Conference contribution

抄録

We describe a new method to estimate the relevance of two items (such as products and works of art) on the basis of the relationship between the corresponding user (blogger) groups on a blogspace, where a user group refers to a collection of users interested in an item. We estimated the strength of the relationship between user groups on the basis of their proximity on the blogspace. We validated our approach through experimental studies using actual data. In developing the method for estimating relevance among items, we introduced a new technique for measuring the proximity of two groups of vertices on a network, which can be thought of as an extension of conventional cooccurrence analysis.

本文言語English
ホスト出版物のタイトルProceedings - 2009 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2009
ページ157-164
ページ数8
DOI
出版ステータスPublished - 2009 12 1
外部発表はい
イベント2009 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2009 - Milano, Italy
継続期間: 2009 9 152009 9 18

出版物シリーズ

名前Proceedings - 2009 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2009
1

Other

Other2009 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2009
国/地域Italy
CityMilano
Period09/9/1509/9/18

ASJC Scopus subject areas

  • ソフトウェア
  • コンピュータ ネットワークおよび通信

引用スタイル