학술논문

Adaptation and Evaluation of a Semantic Similarity Measure for DBPedia: A First Experiment
Document Type
Conference
Source
2012 Seventh International Workshop on Semantic and Social Media Adaptation and Personalization Semantic and Social Media Adaptation and Personalization (SMAP), 2012 Seventh International Workshop on. :87-91 Dec, 2012
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Semantics
Motion pictures
Humans
Ontologies
Semantic Web
Correlation
Electronic mail
recommender system
semantic web
semantic similarity measure
dbpedia
Language
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.