Title :
A Rule-Based Metric for Calculating Semantic Relatedness Score for the Motion Picture Industry
Author :
Choudhury, Sharmin ; Raymond, Kerry ; Higgs, Peter
Author_Institution :
Queensland Univ. of Technol., Brisbane, QLD
Abstract :
Semantic relatedness is an important part of developing ontology based systems, as it provides the ability to measure the relatedness of two concepts. This is important not only for computational linguistics but also for intelligent querying and data classification. In this paper we present a rule-based calculation for a semantic relatedness score. This metric was specifically developed for Loculus, an ontology we have developed for the motion picture industry. The Metric is evaluated using three axes: the temporal axis, the inheritance axis and the linkage axis. The metric has been tested on pairs of concept; the resulting scores are consistent with human expectations.
Keywords :
computational linguistics; humanities; knowledge based systems; ontologies (artificial intelligence); pattern classification; computational linguistics; data classification; inheritance axis; intelligent querying; linkage axis; motion picture industry; ontology based system; rule-based metric; semantic relatedness score; temporal axis; Computational intelligence; Computational linguistics; Costs; Couplings; Intelligent agent; Motion measurement; Motion pictures; Ontologies; Particle measurements; Production; motion picture industry; ontology; rule-based metric; semantic relatedness;
Conference_Titel :
Web Intelligence and Intelligent Agent Technology, 2008. WI-IAT '08. IEEE/WIC/ACM International Conference on
Conference_Location :
Sydney, NSW
Print_ISBN :
978-0-7695-3496-1
DOI :
10.1109/WIIAT.2008.147