Wikipedia Category Graph and New Intrinsic Information Content Metric for Word Semantic Relatedness Measuring
Authors | Mohamed Ali Hadj Taieb Mohamed Ben Aouicha Mohamed Tmar Abdelmajid Ben Hamadou |
|---|---|
Publication date | 2012 |
DOI | 10.1007/978-3-642-34679-8_13 |
Links | Original Preprint |
Wikipedia Category Graph and New Intrinsic Information Content Metric for Word Semantic Relatedness Measuring - scientific work related to Wikipedia quality published in 2012, written by Mohamed Ali Hadj Taieb, Mohamed Ben Aouicha, Mohamed Tmar and Abdelmajid Ben Hamadou.
Overview
Computing semantic relatedness is a key component of information retrieval tasks and natural processing language applications. Wikipedia provides a knowledge base for computing word relatedness with more coverage than WordNet. In this paper authors use a new intrinsic information content (IC) metric with Wikipedia category graph (WCG) to measure the semantic relatedness between words. Indeed, authors have developed a performed algorithm to extract the categories assigned to a given word from the WCG. Moreover, this extraction strategy is coupled with a new intrinsic information content metric based on the subgraph composed of hypernyms of a given concept. Also, authors have developed a process to quantify the information content subgraph. When tested on common benchmark of similarity ratings the proposed approach shows a good correlation value compared to other computational models.
Embed
Wikipedia Quality
Taieb, Mohamed Ali Hadj; Aouicha, Mohamed Ben; Tmar, Mohamed; Hamadou, Abdelmajid Ben. (2012). "[[Wikipedia Category Graph and New Intrinsic Information Content Metric for Word Semantic Relatedness Measuring]]". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-34679-8_13.
English Wikipedia
{{cite journal |last1=Taieb |first1=Mohamed Ali Hadj |last2=Aouicha |first2=Mohamed Ben |last3=Tmar |first3=Mohamed |last4=Hamadou |first4=Abdelmajid Ben |title=Wikipedia Category Graph and New Intrinsic Information Content Metric for Word Semantic Relatedness Measuring |date=2012 |doi=10.1007/978-3-642-34679-8_13 |url=https://wikipediaquality.com/wiki/Wikipedia_Category_Graph_and_New_Intrinsic_Information_Content_Metric_for_Word_Semantic_Relatedness_Measuring |journal=Springer, Berlin, Heidelberg}}
HTML
Taieb, Mohamed Ali Hadj; Aouicha, Mohamed Ben; Tmar, Mohamed; Hamadou, Abdelmajid Ben. (2012). "<a href="https://wikipediaquality.com/wiki/Wikipedia_Category_Graph_and_New_Intrinsic_Information_Content_Metric_for_Word_Semantic_Relatedness_Measuring">Wikipedia Category Graph and New Intrinsic Information Content Metric for Word Semantic Relatedness Measuring</a>". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-34679-8_13.
