Title: Conceptual search of songs using domain ontology and semantic links

 

Author: 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

 

Journal: Int. J. of Intelligent Systems Technologies and Applications, 2017 Vol.16, No.2, pp.153 - 168

 

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.

 

DOI: http://dx.doi.org/10.1504/IJISTA.2017.10005104

 

Available online 14 May 2017

 

 

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