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A Self Organizing Map for Relation Extraction from Wikipedia using Structured Data Representations

Veröffentlichung: 2006 Juli
Art der Veröffentlichung: International Workshop on Intelligent Information Access (IIIA-2006), Helsinki, Finland, July 6-8, 2006
Bemerkung: ABSTRACT

In this work, we will report on the use of selforganizing maps (SOMs) in a clustering and relation extraction task. Specifically, we use the approach of self-organizing maps for structured data (SOMSDs) (i) for clustering music related articles from the free online encyclopedia Wikipedia and (ii) for extracting relations between the created clusters. We hereby rely on the bag-of-words similarity between individual articles on the one hand but additionally exploit the link structure between the articles on the other.

Download: Media:2006_1199_Bloehdorn_A Self Organizi_1.pdf




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