Automatic Extraction of Semantic Relations from Wikipedia
Authors | Patrick Arnold Erhard Rahm |
|---|---|
Publication date | 2015 |
DOI | 10.1142/S0218213015400102 |
Links | Original |
Automatic Extraction of Semantic Relations from Wikipedia - scientific work related to Wikipedia quality published in 2015, written by Patrick Arnold and Erhard Rahm.
Overview
Authors introduce a novel approach to extract semantic relations (e.g., is-a and part-of relations) from Wikipedia articles. These relations are used to build up a large and up-to-date thesaurus providing background knowledge for tasks such as determining semantic ontology mappings. Authors automatic approach uses a comprehensive set of semantic patterns, finite state machines and NLP techniques to extract millions of relations between concepts. An evaluation for different domains shows the high quality and effectiveness of the proposed approach. Authors also illustrate the value of the newly found relations for improving existing ontology mappings.
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Wikipedia Quality
Arnold, Patrick; Rahm, Erhard. (2015). "[[Automatic Extraction of Semantic Relations from Wikipedia]]". World Scientific Publishing Company. DOI: 10.1142/S0218213015400102.
English Wikipedia
{{cite journal |last1=Arnold |first1=Patrick |last2=Rahm |first2=Erhard |title=Automatic Extraction of Semantic Relations from Wikipedia |date=2015 |doi=10.1142/S0218213015400102 |url=https://wikipediaquality.com/wiki/Automatic_Extraction_of_Semantic_Relations_from_Wikipedia |journal=World Scientific Publishing Company}}
HTML
Arnold, Patrick; Rahm, Erhard. (2015). "<a href="https://wikipediaquality.com/wiki/Automatic_Extraction_of_Semantic_Relations_from_Wikipedia">Automatic Extraction of Semantic Relations from Wikipedia</a>". World Scientific Publishing Company. DOI: 10.1142/S0218213015400102.
