Proceedings

The Power of Suggestion

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Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence. Pages 127-131.

Abstract

User feedback is vital in many recommender systems to help guide the search for good recommendations. Preference-based feedback (e.g. "Show me more like item A ") is an inherently ambiguous form of feedback with a limited ability to guide the recommendation process, and for this reason it is usually avoided. Nevertheless we believe that certain domains demand the use of preference-based feedback. As such, we describe and evaluate a flexible recommendation strategy that has the potential to improve the performance of case-based recommenders that rely on preference-based feedback.

Barry Smyth, and Lorraine McGinty. 2003. The Power of Suggestion. In Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence, IJCAI-03. IJCAI, 127–131. https://ijcai.org/proceedings/2003/18
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