- Aldo Gangemi26,
- Andrea Giovanni Nuzzolese26,27,
- Valentina Presutti26,
- Francesco Draicchio26,
- Alberto Musetti26 &
- …
- Paolo Ciancarini26,27
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Abstract
We presentTìpalo, 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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Authors and Affiliations
STLab-ISTC Consiglio Nazionale delle Ricerche, Rome, Italy
Aldo Gangemi, Andrea Giovanni Nuzzolese, Valentina Presutti, Francesco Draicchio, Alberto Musetti & Paolo Ciancarini
Dipartimento di Scienze dell’Informazione, Università di Bologna, Italy
Andrea Giovanni Nuzzolese & Paolo Ciancarini
- Aldo Gangemi
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- Andrea Giovanni Nuzzolese
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- Valentina Presutti
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- Francesco Draicchio
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Editors and Affiliations
University of Fribourg, Switzerland
Philippe Cudré-Mauroux
Lehigh University, 18015, Bethlehem, PA, USA
Jeff Heflin
Clark & Parsia, 20001, Washington, DC, USA
Evren Sirin
Stanford University, CA, USA
Tania Tudorache
INRIA & LIG, Le Cesnay Cedex, France
Jérôme Euzenat
National University of Ireland, DERI, Galway, Ireland
Manfred Hauswirth & Josiane Xavier Parreira &
Rensselaer Polytechnic Institute (RPI), Troy, NY, USA
Jim Hendler
VU University Amsterdam, The Netherlands
Guus Schreiber
University of Zurich, Switzerland
Abraham Bernstein
Linköping University, Sweden
Eva Blomqvist
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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. The Semantic Web – ISWC 2012. ISWC 2012. Lecture Notes in Computer Science, vol 7649. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-35176-1_5
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