Extraction of Semantic Relation based on Feature Vector from Wikipedia
Authors | Duc-Thuan Vo Cheol-Young Ock |
|---|---|
Publication date | 2012 |
DOI | 10.1007/978-3-642-32695-0_78 |
Links | Original |
Extraction of Semantic Relation based on Feature Vector from Wikipedia - scientific work related to Wikipedia quality published in 2012, written by Duc-Thuan Vo and Cheol-Young Ock.
Overview
In this paper, authors propose a feature vector to extract semantic relations using dependency tree and parse tree. Authors exploit relation descriptions from infoboxes on Wikipedia documents. The features include part-of-speech, phrase label in dependency tree, and grammatical structure of phrase label, path of phrase label inherent in parse tree. In experi ments, support vector machine and k-nearest neighbor are applied to extract relations from Wikipedia documents.
Embed
Wikipedia Quality
Vo, Duc-Thuan; Ock, Cheol-Young. (2012). "[[Extraction of Semantic Relation based on Feature Vector from Wikipedia]]". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-32695-0_78.
English Wikipedia
{{cite journal |last1=Vo |first1=Duc-Thuan |last2=Ock |first2=Cheol-Young |title=Extraction of Semantic Relation based on Feature Vector from Wikipedia |date=2012 |doi=10.1007/978-3-642-32695-0_78 |url=https://wikipediaquality.com/wiki/Extraction_of_Semantic_Relation_based_on_Feature_Vector_from_Wikipedia |journal=Springer, Berlin, Heidelberg}}
HTML
Vo, Duc-Thuan; Ock, Cheol-Young. (2012). "<a href="https://wikipediaquality.com/wiki/Extraction_of_Semantic_Relation_based_on_Feature_Vector_from_Wikipedia">Extraction of Semantic Relation based on Feature Vector from Wikipedia</a>". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-32695-0_78.
