A method for learning part-whole relations

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Abstract

Part-whole relations are important in many domains, but typically receive less attention than subsumption relation. In this paper we describe a method for finding part-whole relations. The method consists of two steps: (i) finding phrase patterns for both explicit and implicit part-whole relations, and (ii) applying these patterns to find part-whole relation instances. We show results of applying this method to a domain of finding sources of carcinogens. © Springer-Verlag Berlin Heidelberg 2006.

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Van Hage, W. R., Kolb, H., & Schreiber, G. (2006). A method for learning part-whole relations. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 4273 LNCS, pp. 723–735). Springer Verlag. https://doi.org/10.1007/11926078_52

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