A logic-based approach for matching user profiles

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Abstract

Several applications require the matching of user profiles, e.g., job recruitment or dating systems. In this paper we present a logical framework for specifying user profiles that allows profile description to be incomplete in the parts that are unavailable or are considered irrelevant by the user. We present an algorithm for matching demands and supplies of profiles, taking into account incompleteness of profiles and incompatibility between demand and supply. We specialize our framework to dating services; however, the same techniques can be directly applied to several other contexts.

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Calì, A., Calvanese, D., Colucci, S., Di Noia, T., & Donini, F. M. (2004). A logic-based approach for matching user profiles. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 3215, pp. 187–195). Springer Verlag. https://doi.org/10.1007/978-3-540-30134-9_27

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