Handling conditional preferences in recommender systems

Zhiyong Yu, Zhiwen Yu, Xingshe Zhou, Yuichi Nakamura

科研成果: 书/报告/会议事项章节会议稿件同行评审

12 引用 (Scopus)

摘要

In this paper, we propose an approach to handle conditional preferences in recommender systems. A quantitative conditional preference model based on domain knowledge is introduced. The inheritance property in concept trees and bipolar property in preference statements are adopted when interpreting conditional preference rules. Group preferences are merged from personal preferences with consideration of manipulability. A graphical user interface is developed for visualization of domain knowledge, conditional preference rules, personal and group preferences.

源语言英语
主期刊名Proceedingsc of the 13th International Conference on Intelligent User Interfaces, IUI'09
407-411
页数5
DOI
出版状态已出版 - 2009
活动13th International Conference on Intelligent User Interfaces, IUI'09 - Sanibel Island, FL, 美国
期限: 8 2月 200911 2月 2009

出版系列

姓名International Conference on Intelligent User Interfaces, Proceedings IUI

会议

会议13th International Conference on Intelligent User Interfaces, IUI'09
国家/地区美国
Sanibel Island, FL
时期8/02/0911/02/09

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