Title :
A genetic algorithm for learning profiles in broadcasting applications on the Internet
Author :
Cuenca, Cristina ; Heudin, Jean-Claude
Author_Institution :
Int. Inst. of Multimedia, Pole Univ. Leonard de Vinci, Paris la Defense, France
Abstract :
In this paper, we investigate the adequation of evolutionary algorithms for learning a user´s preferences during his interactions with a digital assistant. This study is done in the framework of “broadcasting” on the Internet. In our experiment, a genetic algorithm open-loop is used to globally optimise a selection of “channels” among a very large number of choices. We show that this approach could answer the problem of providing multiple optimal solutions without losing diversity
Keywords :
Internet; Internet; broadcasting applications; digital assistant; evolutionary algorithms; genetic algorithm; genetic algorithm open-loop; learning profiles;
Conference_Titel :
Genetic Algorithms in Engineering Systems: Innovations and Applications, 1997. GALESIA 97. Second International Conference On (Conf. Publ. No. 446)
Conference_Location :
Glasgow
Print_ISBN :
0-85296-693-8
DOI :
10.1049/cp:19971174