A knowledge-based recommendation model utilizing formal concept analysis and association

Xiaohui Li, Tomohiro Murata

研究成果: Conference contribution

8 被引用数 (Scopus)

抄録

In this paper, we proposed a novel recommendation model based the synergistic use of knowledge from repository which includes users behavior and items property. This model defined user profile and item profile, and constructed the candidate recommendation set by using Formal Concept Analysis and extended inference. We attempted to apply FCA mapping the relationship between user's preference and item feature, and conducted a case to illustrate the proposed model. Finally, we summarized the advantage of this model and discussed the recommendation strategy for different situation.

本文言語English
ホスト出版物のタイトル2010 The 2nd International Conference on Computer and Automation Engineering, ICCAE 2010
ページ221-226
ページ数6
DOI
出版ステータスPublished - 2010 5 28
イベント2nd International Conference on Computer and Automation Engineering, ICCAE 2010 - Singapore, Singapore
継続期間: 2010 2 262010 2 28

出版物シリーズ

名前2010 The 2nd International Conference on Computer and Automation Engineering, ICCAE 2010
4

Conference

Conference2nd International Conference on Computer and Automation Engineering, ICCAE 2010
国/地域Singapore
CitySingapore
Period10/2/2610/2/28

ASJC Scopus subject areas

  • コンピュータ ネットワークおよび通信
  • コンピュータ サイエンスの応用
  • 制御およびシステム工学

フィンガープリント

「A knowledge-based recommendation model utilizing formal concept analysis and association」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル