Learning Semantic N-Ary Relations from Wikipedia

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Learning Semantic N-Ary Relations from Wikipedia
Authors
Marko Banek
Damir Jurić
Zoran Skočir
Publication date
2010
DOI
10.1007/978-3-642-15364-8_39
Links
Original

Learning Semantic N-Ary Relations from Wikipedia - scientific work related to Wikipedia quality published in 2010, written by Marko Banek, Damir Jurić and Zoran Skočir.

Overview

Automated construction of ontologies from text corpora, which saves both time and human effort, is a principal condition for realizing the idea of the Semantic Web. However, the recently proposed automated techniques are still limited in the scope of context that can be captured. Moreover, the source corpora generally lack the consensus of ontology users regarding the understanding and interpretation of ontology concepts. In this paper authors introduce an unsupervised method for learning domain n-ary relations from Wikipedia articles, thus harvesting the consensus reached by the largest world community engaged in collecting and classifying knowledge. Providing ontologies with n-ary relations instead of the standard binary relations built on the subject-verb-object paradigm results in preserving the initial context of time, space, cause, reason or quantity that otherwise would be lost irreversibly. Authors preliminary experiments with a prototype software tool show highly satisfactory results when extracting ternary and quaternary relations, as well as the traditional binary ones.

Embed

Wikipedia Quality

Banek, Marko; Jurić, Damir; Skočir, Zoran. (2010). "[[Learning Semantic N-Ary Relations from Wikipedia]]". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-15364-8_39.

English Wikipedia

{{cite journal |last1=Banek |first1=Marko |last2=Jurić |first2=Damir |last3=Skočir |first3=Zoran |title=Learning Semantic N-Ary Relations from Wikipedia |date=2010 |doi=10.1007/978-3-642-15364-8_39 |url=https://wikipediaquality.com/wiki/Learning_Semantic_N-Ary_Relations_from_Wikipedia |journal=Springer, Berlin, Heidelberg}}

HTML

Banek, Marko; Jurić, Damir; Skočir, Zoran. (2010). &quot;<a href="https://wikipediaquality.com/wiki/Learning_Semantic_N-Ary_Relations_from_Wikipedia">Learning Semantic N-Ary Relations from Wikipedia</a>&quot;. Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-15364-8_39.