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L’IRIT étant localisé sur plusieurs sites, ses séminaires sont organisés et ont lieu soit à l’Université Toulouse 3 Paul Sabatier (UT3), l’Université Toulouse 1 Capitole (UT1), l’INP-ENSEEIHT ou l’Université Toulouse 2 Jean Jaurès (UT2J).


Recommendation strategies for music discovery at Pandora

Fabien GOUYON - Principal Scientist, Internet radio Pandora (Royaume-Uni)

Jeudi 3 Novembre 2016, 14h00 - 15h30
ENSEEIHT, Salle A203
Version PDF :


Recommending what you like best?, or recommending what's novel and you might like?
This is a difficult question to answer in the context of recommending music to millions of listeners. In this seminar I will talk about our research on Recommender Systems and Music Information Retrieval in the Pandora internet radio, I'll focus on the trade-off between “exploration" and “exploitation" in music recommendation.
I'll show examples of the diverse types of data we work with, introduce the Music Genome Project, and provide insights on the design of ensembles of recommenders. And we'll listen to some music of course!