A framework of a recommendation system utilizing expert groups on a social network

Tzong Shyan Lin, Chun-Cheng Lin*

*此作品的通信作者

研究成果: Conference contribution同行評審

1 引文 斯高帕斯(Scopus)

摘要

A social network is used as a mechanism to link people together to solicit and relay recommendations from one another. However, in a large social network where most people would have hundreds of acquaintances and millions of people within the social network, relying solely on the recommendations obtained through a search that involves a significant number of people within a network, which may not be the most practical and economical option. A solution to this is to limit the number of people between two people within a social network, between the person soliciting a recommendation and a person potentially providing a recommendation. To compensate for the potential loss of recommendations as a result of the limit, a mechanism to compliment the recommendation system, known as expert groups, is created. Expert groups are a collection of people with a common expertise in a common knowledge area and a certain degree of like-mindedness. People within these expert groups can provide recommendations on issues within the common knowledge area. The proposed framework uses software agents to model the behavior of people when soliciting recommendations and providing recommendations.

原文English
主出版物標題Security-Enriched Urban Computing and Smart Grid - Second International Conference, SUComS 2011, Proceedings
頁面297-306
頁數10
DOIs
出版狀態Published - 2011
事件2nd International Conference on the Emerging Areas of Security-Enriched Urban Computing and Smart Grids, SUComS 2011 - Hualien, Taiwan
持續時間: 21 9月 201123 9月 2011

出版系列

名字Communications in Computer and Information Science
223 CCIS
ISSN(列印)1865-0929

Conference

Conference2nd International Conference on the Emerging Areas of Security-Enriched Urban Computing and Smart Grids, SUComS 2011
國家/地區Taiwan
城市Hualien
期間21/09/1123/09/11

指紋

深入研究「A framework of a recommendation system utilizing expert groups on a social network」主題。共同形成了獨特的指紋。

引用此