Oscar Celma

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last.fm python music recommendation longtail 2013 musichackday spotify pandora discovery ismir2008 miró socialtagging folksonomy mp3.com taxonomy experts wisdom of crowds music2.0 2008 hollywood ffmpeg movie silent film film gracenote image editing video processing fun arduino xmas lights guitar stockholm mir recsys rickroll rickrolled sf eeg brain weird funny echonest lastfm web20 music20 mtg upf music3.0 amazon netlfix phd long tail defense sna ismir2007 web2.0 complex networks allmusic.com recommender systems acm kdd; netflix evaluation workshop

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Oscar Celma

Death by PowerPoint

Culture

The Real Life Social Network v2

Music Recommendation Tutorial

Runaway complexity in Big Data... and a plan to stop it

Secrets of Simplicity: rules for being simple and usable (Giles Colborne)

Collaborative Filtering at Spotify

So you want to do a startup, eh?

Recommender Systems

Finding a Path Through the Juke Box: The Playlist Tutorial

Learning to Rank for Recommender Systems - ACM RecSys 2013 tutorial

Music recommendations @ MLConf 2014

Combining Social Music and Semantic Web for music-related recommender systems

Recommendation at Netflix Scale

Approximate nearest neighbor methods and vector models – NYC ML meetup

Statistical Learning and Text Classification with NLTK and scikit-learn

Help! My iPod thinks I'm emo.

Introduction to Matrix Factorization Methods Collaborative Filtering

Spotify: P2P music streaming

Media, data, context... and the Holy Grail of User Taste Prediction