A Multimedia Web Service Matchmaker
Journal: The International Arab Journal of Information Technology (Vol.15, No. 3)Publication Date: 2018-05-01
Authors : Sid Midouni; Youssef Amghar; Azeddine Chikh;
Page : 454-461
Keywords : Semantic web services; information retrieval; service description; SAWSDL; service matching;
Abstract
The full service approach for composing (MaaS) Multimedia as a Service in multimedia data retrieving, which we have proposed in a previous work, is based on a four phases process: description; matching; clustering; and restitution. In this article, we show how MaaS services are matched to meet user needs. Our matching algorithm consists of two steps: (1) the domain matching step is based on the calculation of similarity degrees between the domain description of MaaS services and user queries; (2) the multimedia matching step compares the multimedia description of MaaS services with user queries. The multimedia description is defined as a SPARQL Protocol and RDF Query Language( SPARQL) query over multimedia ontology. An experimentation in a medical domain allowed to evaluate the solution. The results indicate that using both domain and multimedia matching considerably improve the performance of multimedia data retrieving systems
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