Authors: Nadia Lachtar; Halima Bahi; Zine Eddine Bouras
Addresses: Department of Mathematics and Computer Sciences, Preparatory School for Science and Technology, EPST Annaba, 23000, Algeria ' Department of Computer Science, Badji Mokhtar University, Annaba, 23000, Algeria ' Department of Mathematics and Computer Sciences, Preparatory School for Science and Technology, EPST Annaba, 23000, Algeria
Abstract: Songs retrieval process is complex and implies multiple facets. Nowadays, the most common way of searching songs is through a combination of factual and cultural metadata or by lyrics. Owing to the poor indexing techniques, these systems cannot completely satisfy the users' requests. In this paper, we suggest the use of domain ontology and semantic links to index a collection of songs and perform a conceptual search that offers a benefit way to complement metadata-based methods. A set of experiments were carried over a dedicated dataset and show the superiority of our approach when compared with classical one.
Keywords: information retrieval; indexing; ontology; semantic web; song search.
International Journal of Intelligent Systems Technologies and Applications, 2017 Vol.16 No.2, pp.153 - 168
Available online: 14 May 2017 *Full-text access for editors Access for subscribers Purchase this article Comment on this article