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Hybrid critiquing-based recommender systems

Chen, Li ; Pu, Pearl

Proceedings of the 12th international conference on intelligent user interfaces, 28 January 2007, pp.22-31

ISBN: 1595934812 ; ISBN: 9781595934819 ; DOI: 10.1145/1216295.1216308

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  • Nhan đề:
    Hybrid critiquing-based recommender systems
  • Tác giả: Chen, Li ; Pu, Pearl
  • Chủ đề: Decision Support ; Dynamic Critiquing ; Example Critiquing ; Recommender Systems ; User Study ; Computer Science
  • Là 1 phần của: Proceedings of the 12th international conference on intelligent user interfaces, 28 January 2007, pp.22-31
  • Mô tả: We propose a novel critiquing-based recommender interface, the hybrid critiquing interface that integrates the user self-motivated critiquing facility to compensate for the limitations of system-proposed critiques. The results from our user study show that the integration of such self-motivated critiquing support enables users to achieve a higher level of decision accuracy while consuming less cognitive effort. In addition, users expressed higher subjective opinions of the hybrid critiquing interface than the interface simply providing system-proposed critiques, and they would more likely return to it for future use.
  • Ngôn ngữ: English
  • Số nhận dạng: ISBN: 1595934812 ; ISBN: 9781595934819 ; DOI: 10.1145/1216295.1216308

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