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Título:
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Collaborative Filtering Ensemble for Personalized Name Recommendation
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Autor/a:
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Coma Puig, Bernat
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Otros autores:
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Leibniz Universität Hannover; Diaz-Aviles, Ernesto |
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Abstract:
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Projecte final de carrera fet a la Leibniz Universität de Hannover. Fakultät für Elektrotechnik und informatik. |
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Abstract:
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Out of thousands of names to choose from, picking the right one for your child
is a daunting task. In this thesis, our objective is to help parents make an informed
decision while choosing a name for their baby. To this end, we follow
a recommender system approach and explore di erent methods for given name
recommendation. Our final approach combines, in an ensemble, the individual
rankings produced by simple collaborative filtering algorithms in order to produce
a personalized list of names that meets the individual parents’ taste. |
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Materia(s):
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-Àrees temàtiques de la UPC::Informàtica::Informàtica teòrica::Algorísmica i teoria de la complexitat
-Algorithms
-collaborative filtering
-ensemble
-Top-N recommendation
-personalized ranking
-given name recommendation
-Algorismes |
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Derechos:
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Tipo de documento:
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Trabajo/Proyecto fin de carrera |
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Editor:
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Universitat Politècnica de Catalunya;
Leibniz Universität Hannover
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Compartir:
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