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The Needs of the Many: A Case-Based Group Recommender System

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Advances in Case-Based Reasoning (ECCBR 2006)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 4106))

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Abstract

While much of the research in the area of recommender systems has focused on making recommendations to the individual, many recommendation scenarios involve groups of inter-related users. In this paper we consider the challenges presented by the latter scenario. We introduce a (case-based) group recommender designed to meet these challenges through a variety of recommendation features, including the generation of reactive and proactive suggestions based on user feedback in the form of critiques, and demonstrate its effectiveness through a live-user case-study.

This material is based on works supported by Science Foundation Ireland under Grant No. 03/IN.3/I361.

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McCarthy, K., McGinty, L., Smyth, B., Salamó, M. (2006). The Needs of the Many: A Case-Based Group Recommender System. In: Roth-Berghofer, T.R., Göker, M.H., Güvenir, H.A. (eds) Advances in Case-Based Reasoning. ECCBR 2006. Lecture Notes in Computer Science(), vol 4106. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11805816_16

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  • DOI: https://doi.org/10.1007/11805816_16

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-36843-4

  • Online ISBN: 978-3-540-36846-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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