Experience-based critiquing : reusing critiquing experiences to improve conversational recommendation

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Title: Experience-based critiquing : reusing critiquing experiences to improve conversational recommendation
Authors: McCarthy, Kevin
Salem, Yasser
Smyth, Barry
Permanent link: http://hdl.handle.net/10197/2580
Date: 22-Jul-2010
Abstract: Product recommendation systems are now a key part of many e-commerce services and have proven to be a successful way to help users navigate complex product spaces. In this paper, we focus on critiquing-based recommenders, which permit users to tweak the features of recommended products in order to refine their needs and preferences. In this paper, we describe a novel approach to reusing past critiquing histories in order to improve overall recommendation efficiency.
Funding Details: Science Foundation Ireland
Type of material: Conference Publication
Publisher: Springer
Copyright (published version): Springer-Verlag 2010
Keywords: Product recommendation;E-commerce;Critiquing-based recommenders
Subject LCSH: Recommender systems (Information filtering)
Electronic commerce
DOI: 10.1007/978-3-642-14274-1_35
Language: en
Status of Item: Peer reviewed
Is part of: Bichindaritz, I. and Montani, S. (eds.). Case-based reasoning research and development : 18th International Conference on Case-based Reasoning, ICCBR 2010, Alessandria, Italy, July 2010 : proceedings
Conference Details: Paper presented at the 18th International Conference on Case-Based Reasoning (ICCBR 2010), Alessandria, Italy, 19-22 July 2010
Appears in Collections:CLARITY Research Collection
Computer Science Research Collection

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