Being accurate is not enough: how accuracy metrics have hurt recommender systems

CHI Extended Abstracts, pp. 1097-1101, 2006.

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Keywords:
standard metricsrecommender systemnew user-centric directiongreat potentialrecommender communityMore(9+)

Abstract:

Recommender systems have shown great potential to help users find interesting and relevant items from within a large information space. Most research up to this point has focused on improving the accuracy of recommender systems. We believe that not only has this narrow focus been misguided, but has even been detrimental to the field. The ...More

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