Wikirelate! Computing Semantic Relatedness Using Wikipedia
Authors | Michael Strube Simone Paolo Ponzetto |
|---|---|
Publication date | 2006 |
Links | Original |
Wikirelate! Computing Semantic Relatedness Using Wikipedia - scientific work related to Wikipedia quality published in 2006, written by Michael Strube and Simone Paolo Ponzetto.
Overview
Wikipedia provides a knowledge base for computing word relatedness in a more structured fashion than a search engine and with more coverage than WordNet. In this work authors present experiments on using Wikipedia for computing semantic relatedness and compare it to WordNet on various benchmarking datasets. Existing relatedness measures perform better using Wikipedia than a baseline given by Google counts, and authors show that Wikipedia outperforms WordNet when applied to the largest available dataset designed for that purpose. The best results on this dataset are obtained by integrating Google, WordNet and Wikipedia based measures. Authors also show that including Wikipedia improves the performance of an NLP application processing naturally occurring texts.
Embed
Wikipedia Quality
Strube, Michael; Ponzetto, Simone Paolo. (2006). "[[Wikirelate! Computing Semantic Relatedness Using Wikipedia]]". AAAI Press.
English Wikipedia
{{cite journal |last1=Strube |first1=Michael |last2=Ponzetto |first2=Simone Paolo |title=Wikirelate! Computing Semantic Relatedness Using Wikipedia |date=2006 |url=https://wikipediaquality.com/wiki/Wikirelate!_Computing_Semantic_Relatedness_Using_Wikipedia |journal=AAAI Press}}
HTML
Strube, Michael; Ponzetto, Simone Paolo. (2006). "<a href="https://wikipediaquality.com/wiki/Wikirelate!_Computing_Semantic_Relatedness_Using_Wikipedia">Wikirelate! Computing Semantic Relatedness Using Wikipedia</a>". AAAI Press.
