Automatic Typing of DBpedia Entities

  • Aldo Gangemi
  • Andrea Giovanni Nuzzolese
  • Valentina Presutti
  • Francesco Draicchio
  • Alberto Musetti
  • Paolo Ciancarini
Conference paper

DOI: 10.1007/978-3-642-35176-1_5

Part of the Lecture Notes in Computer Science book series (LNCS, volume 7649)
Cite this paper as:
Gangemi A., Nuzzolese A.G., Presutti V., Draicchio F., Musetti A., Ciancarini P. (2012) Automatic Typing of DBpedia Entities. In: Cudré-Mauroux P. et al. (eds) The Semantic Web – ISWC 2012. ISWC 2012. Lecture Notes in Computer Science, vol 7649. Springer, Berlin, Heidelberg

Abstract

We present Tìpalo, an algorithm and tool for automatically typing DBpedia entities. Tìpalo identifies the most appropriate types for an entity by interpreting its natural language definition, which is extracted from its corresponding Wikipedia page abstract. Types are identified by means of a set of heuristics based on graph patterns, disambiguated to WordNet, and aligned to two top-level ontologies: WordNet supersenses and a subset of DOLCE+DnS Ultra Lite classes. The algorithm has been tuned against a golden standard that has been built online by a group of selected users, and further evaluated in a user study.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2012

Authors and Affiliations

  • Aldo Gangemi
    • 1
  • Andrea Giovanni Nuzzolese
    • 1
    • 2
  • Valentina Presutti
    • 1
  • Francesco Draicchio
    • 1
  • Alberto Musetti
    • 1
  • Paolo Ciancarini
    • 1
    • 2
  1. 1.STLab-ISTC Consiglio Nazionale delle RicercheRomeItaly
  2. 2.Dipartimento di Scienze dell’InformazioneUniversità di BolognaItaly

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