Title of article :
A multicriteria ant colony algorithm for generating music playlists
Author/Authors :
Mocholi، نويسنده , , Jose A. and Martinez، نويسنده , , Victor and Jaen، نويسنده , , Javier and Catala، نويسنده , , Alejandro، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2012
Abstract :
In this paper we address the problem of music playlist generation based on the user-personalized specification of context information. We propose a generic semantic multicriteria ant colony algorithm capable of dealing with domain-specific problems by the use of ontologies. It also employs any associated metadata defined in the search space to feed its solution-building process and considers any restrictions the user may have specified. An example is given of the use of the algorithm for the problem of automatic generation of music playlists, some experimental results are presented and the behavior of the approach is explained in different situations.
Keywords :
Semantic search , Ant Colony Optimization , ontologies , Context-awareness , Music playlist generation
Journal title :
Expert Systems with Applications
Journal title :
Expert Systems with Applications