A New Approach for Computing Semantic Relatedness with Wikipedia
Authors | Xinye Zhang Xiu Li Zhijian Ruan |
|---|---|
Publication date | 2013 |
DOI | 10.2991/iccnce.2013.162 |
Links | Original |
A New Approach for Computing Semantic Relatedness with Wikipedia - scientific work related to Wikipedia quality published in 2013, written by Xinye Zhang, Xiu Li and Zhijian Ruan.
Overview
Semantic relatedness measures are used in many applications in natural language processing and authors propose a Wikipedia-based method to compute it. Unlike existed methods that only focus on a small section of Wikipedia (e.g. info box or hyperlinks), method makes full use of the rich information contained in the Wikipedia page and could get a higher accuracy within reasonable time. In method, authors first use some special sections (e.g. synonyms and hyponyms) in the Wikipedia page to judge whether two concepts are closely related. If they are not, authors then use pattern matching to find whether they are related through usual relatedness (e.g. ―a part of‖, ―result in‖, and ―is a member of ‖). And if the relatedness score hasn't been computed out through former steps, authors then use a method which makes some improvement on the famous explicit semantic analysis method to compute the relatedness.
Embed
Wikipedia Quality
Zhang, Xinye; Li, Xiu; Ruan, Zhijian. (2013). "[[A New Approach for Computing Semantic Relatedness with Wikipedia]]". Atlantis Press. DOI: 10.2991/iccnce.2013.162.
English Wikipedia
{{cite journal |last1=Zhang |first1=Xinye |last2=Li |first2=Xiu |last3=Ruan |first3=Zhijian |title=A New Approach for Computing Semantic Relatedness with Wikipedia |date=2013 |doi=10.2991/iccnce.2013.162 |url=https://wikipediaquality.com/wiki/A_New_Approach_for_Computing_Semantic_Relatedness_with_Wikipedia |journal=Atlantis Press}}
HTML
Zhang, Xinye; Li, Xiu; Ruan, Zhijian. (2013). "<a href="https://wikipediaquality.com/wiki/A_New_Approach_for_Computing_Semantic_Relatedness_with_Wikipedia">A New Approach for Computing Semantic Relatedness with Wikipedia</a>". Atlantis Press. DOI: 10.2991/iccnce.2013.162.
