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Handling conditional preferences in recommender systems

  • School of Computer Science
  • Northwestern Polytechnical University Xian
  • Kyoto University

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Proceedings of the 13th International Conference on Intelligent User Interfaces, IUI'09
出版商Association for Computing Machinery (ACM)
页407-411
页数5
ISBN(印刷版)9781605581682
DOI
出版状态已出版 - 2009
活动13th International Conference on Intelligent User Interfaces, IUI 2009 - Sanibel Island, FL, 美国
期限: 8 2月 2009 → 11 2月 2009

丛书

姓名International Conference on Intelligent User Interfaces, Proceedings IUI

会议

会议13th International Conference on Intelligent User Interfaces, IUI 2009
国家/地区美国
市Sanibel Island, FL
时期8/02/09 → 11/02/09

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