DocumentCode
589342
Title
Adaptation and Evaluation of a Semantic Similarity Measure for DBPedia: A First Experiment
Author
Groues, V. ; Naudet, Yannick ; Kao, Odej
Author_Institution
Henri Tudor Public Res. Centre, Luxembourg, Luxembourg
fYear
2012
fDate
3-4 Dec. 2012
Firstpage
87
Lastpage
91
Abstract
Semantic similarity measures aim at computing a value that represents to what extent two semantic resources are similar. This paper proposes an extension of a semantic similarity measure for large linked data sources such as DBPedia. In order to evaluate and compare similarity measures, an experiment is described to collect human evaluations of the similarity between pairs of movies. A correlation of 0.69 is observed between the human ratings and the results of the semantic similarity measure.
Keywords
semantic Web; DBPedia; first experiment; human evaluations; semantic resources; semantic similarity measurement; Correlation; Electronic mail; Humans; Motion pictures; Ontologies; Semantic Web; Semantics; dbpedia; recommender system; semantic similarity measure; semantic web;
fLanguage
English
Publisher
ieee
Conference_Titel
Semantic and Social Media Adaptation and Personalization (SMAP), 2012 Seventh International Workshop on
Conference_Location
Luxembourg
Print_ISBN
978-1-4673-4563-7
Type
conf
DOI
10.1109/SMAP.2012.24
Filename
6406823
Link To Document