A Self-Supervised Approach for Extraction of Attribute-Value Pairs from Wikipedia Articles
Authors | Wladmir Cardoso Brandão Edleno Silva de Moura Altigran Soares da Silva Nivio Ziviani |
|---|---|
Publication date | 2010 |
DOI | 10.1007/978-3-642-16321-0_29 |
Links | Original |
A Self-Supervised Approach for Extraction of Attribute-Value Pairs from Wikipedia Articles - scientific work related to Wikipedia quality published in 2010, written by Wladmir Cardoso Brandão, Edleno Silva de Moura, Altigran Soares da Silva and Nivio Ziviani.
Overview
Wikipedia is the largest encyclopedia on the web and has been widely used as a reliable source of information. Researchers have been extracting entities, relationships and attribute-value pairs from Wikipedia and using them in information retrieval tasks. In this paper authors present a self-supervised approach for autonomously extract attribute-value pairs from Wikipedia articles. Authors apply method to the Wikipedia automatic infobox generation problem and outperformed a method presented in the literature by 21.92% in precision, 26.86% in recall and 24.29% in F1.
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Wikipedia Quality
Brandão, Wladmir Cardoso; Moura, Edleno Silva de; Silva, Altigran Soares da; Ziviani, Nivio. (2010). "[[A Self-Supervised Approach for Extraction of Attribute-Value Pairs from Wikipedia Articles]]". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-16321-0_29.
English Wikipedia
{{cite journal |last1=Brandão |first1=Wladmir Cardoso |last2=Moura |first2=Edleno Silva de |last3=Silva |first3=Altigran Soares da |last4=Ziviani |first4=Nivio |title=A Self-Supervised Approach for Extraction of Attribute-Value Pairs from Wikipedia Articles |date=2010 |doi=10.1007/978-3-642-16321-0_29 |url=https://wikipediaquality.com/wiki/A_Self-Supervised_Approach_for_Extraction_of_Attribute-Value_Pairs_from_Wikipedia_Articles |journal=Springer, Berlin, Heidelberg}}
HTML
Brandão, Wladmir Cardoso; Moura, Edleno Silva de; Silva, Altigran Soares da; Ziviani, Nivio. (2010). "<a href="https://wikipediaquality.com/wiki/A_Self-Supervised_Approach_for_Extraction_of_Attribute-Value_Pairs_from_Wikipedia_Articles">A Self-Supervised Approach for Extraction of Attribute-Value Pairs from Wikipedia Articles</a>". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-16321-0_29.
