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

Xiaohui Li; Tomohiro Murata

doi:10.1109/ICCAE.2010.5451721

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

Xiaohui Li^*, Tomohiro Murata

^*この研究の対応する著者

大学院情報生産システム研究科

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	https://doi.org/10.1109/ICCAE.2010.5451721
出版ステータス	Published - 2010 5月 28
イベント	2nd International Conference on Computer and Automation Engineering, ICCAE 2010 - Singapore, Singapore 継続期間: 2010 2月 26 → 2010 2月 28

出版物シリーズ

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

Conference

Conference	2nd International Conference on Computer and Automation Engineering, ICCAE 2010
国/地域	Singapore
City	Singapore
Period	10/2/26 → 10/2/28

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

文献へのアクセス

10.1109/ICCAE.2010.5451721

他のファイルとリンク

引用スタイル

Li, X., & Murata, T. (2010). A knowledge-based recommendation model utilizing formal concept analysis and association. In 2010 The 2nd International Conference on Computer and Automation Engineering, ICCAE 2010 (pp. 221-226). [5451721] (2010 The 2nd International Conference on Computer and Automation Engineering, ICCAE 2010; Vol. 4). https://doi.org/10.1109/ICCAE.2010.5451721

A knowledge-based recommendation model utilizing formal concept analysis and association. / Li, Xiaohui; Murata, Tomohiro.
2010 The 2nd International Conference on Computer and Automation Engineering, ICCAE 2010. 2010. p. 221-226 5451721 (2010 The 2nd International Conference on Computer and Automation Engineering, ICCAE 2010; Vol. 4).

研究成果: Conference contribution

Li, X & Murata, T 2010, A knowledge-based recommendation model utilizing formal concept analysis and association. in 2010 The 2nd International Conference on Computer and Automation Engineering, ICCAE 2010., 5451721, 2010 The 2nd International Conference on Computer and Automation Engineering, ICCAE 2010, vol. 4, pp. 221-226, 2nd International Conference on Computer and Automation Engineering, ICCAE 2010, Singapore, Singapore, 10/2/26. https://doi.org/10.1109/ICCAE.2010.5451721

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

抄録

出版物シリーズ

Conference

ASJC Scopus subject areas

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