Recsys 2014 Tutorial - The Recommender Problem Revisited

This document summarizes Xavier Amatriain's presentation on recommender systems. It discusses traditional recommendation methods like collaborative filtering, content-based recommendations, and hybrid approaches. It also covers newer methods that go beyond traditional techniques, such as learning to rank, deep learning, social recommendations, and context-aware recommendations. Throughout the pres

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Recsys 2014 Tutorial - The Recommender Problem Revisited Presentation Transcript 1. The Recommender Problem Revisited Xavier Amatriain Research/Engineering Director @ Netflix Xavier Amatriain – October 2014 – Recsys @xamat 2. Index 1. The Recommender Problem 2. via Recsys 2014 Tutorial - The Re

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The Recommender Problem Revisited