DocumentCode :
2031695
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
fYear :
1997
fDate :
2-4 Sep 1997
Firstpage :
163
Lastpage :
167
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;
fLanguage :
English
Publisher :
iet
Conference_Titel :
Genetic Algorithms in Engineering Systems: Innovations and Applications, 1997. GALESIA 97. Second International Conference On (Conf. Publ. No. 446)
Conference_Location :
Glasgow
ISSN :
0537-9989
Print_ISBN :
0-85296-693-8
Type :
conf
DOI :
10.1049/cp:19971174
Filename :
681005
Link To Document :
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