Semantic Relatedness Metric for Wikipedia Concepts Based on Link Analysis and Its Application to Word Sense Disambiguation
Authors | Denis Turdakov Pavel Velikhov |
|---|---|
Publication date | 2008 |
ISSN | 16130073 |
Links |
Semantic Relatedness Metric for Wikipedia Concepts Based on Link Analysis and Its Application to Word Sense Disambiguation - scientific work about Wikipedia quality published in 2008, written by Denis Turdakov and Pavel Velikhov.
Overview
Wikipedia has grown into a high quality up-todate knowledge base and can enable many knowledge-based applications, which rely on semantic information. One of the most general and quite powerful semantic tools is a measure of semantic relatedness between concepts. Moreover, the ability to efficiently produce a list of ranked similar concepts for a given concept is very important for a wide range of applications. Authors propose to use a simple measure of similarity between Wikipedia concepts, based on Dice's measure, and provide very efficient heuristic methods to compute top k ranking results. Furthermore, since their heuristics are based on statistical properties of scale-free networks, authors show that these heuristics are applicable to other complex ontologies. Finally, in order to evaluate the measure, authors have used it to solve the problem of word-sense disambiguation. Their approach to word sense disambiguation is based solely on the similarity measure and produces results with high accuracy.
Embed
Wikipedia Quality
Turdakov, Denis; Velikhov, Pavel. (2008). "[[Semantic Relatedness Metric for Wikipedia Concepts Based on Link Analysis and Its Application to Word Sense Disambiguation]]". CEUR Workshop Proceedings Volume 355, 2008, 6p. ISSN: 16130073.
English Wikipedia
{{cite journal |last1=Turdakov |first1=Denis |last2=Velikhov |first2=Pavel |title=Semantic Relatedness Metric for Wikipedia Concepts Based on Link Analysis and Its Application to Word Sense Disambiguation |date=2008 |issn=16130073 |url=https://wikipediaquality.com/wiki/Semantic_Relatedness_Metric_for_Wikipedia_Concepts_Based_on_Link_Analysis_and_Its_Application_to_Word_Sense_Disambiguation |journal=CEUR Workshop Proceedings Volume 355, 2008, 6p}}
HTML
Turdakov, Denis; Velikhov, Pavel. (2008). "<a href="https://wikipediaquality.com/wiki/Semantic_Relatedness_Metric_for_Wikipedia_Concepts_Based_on_Link_Analysis_and_Its_Application_to_Word_Sense_Disambiguation">Semantic Relatedness Metric for Wikipedia Concepts Based on Link Analysis and Its Application to Word Sense Disambiguation</a>". CEUR Workshop Proceedings Volume 355, 2008, 6p. ISSN: 16130073.
