Andrés EspinosaHaciendo rankings con BPRMuchas veces usamos modelos de Machine Learning sin entenderlos completamente, y terminamos usando parámetros predeterminados o los que usó…Dec 14, 2017Dec 14, 2017
Andrés EspinosaToday I’m writing about Slope One Predictors for Online Rating-Based Collaborative Filtering by…The purpose of this paper is to show that Slope One schemes have some desirable characteristics while getting a competitive accuracy…Dec 3, 20171Dec 3, 20171
Andrés EspinosaPOI Location-Based RecommendationsIn this post I’m going to talk about A Survey of Point-of-Interest Recommendation in Location-Based Social Networks by Yonghong Yu and…Nov 20, 2017Nov 20, 2017
Andrés EspinosaLearning to Rank: BPRToday I’m talking about BPR: Bayesian personalized ranking from implicit feedback by Steffen Rendle, Christoph Freudenthaler, Zeno Gantner…Nov 13, 20171Nov 13, 20171
Andrés EspinosaThe Link-Prediction Problem for Social NetworksToday I’m writing about The Link-Prediction Problem for Social Networks by David Liben-Nowell and Jon Kleinberg.Oct 30, 2017Oct 30, 2017
Andrés EspinosaFactorization MachinesToday I’m reviewing a great paper: Factorization Machines by Steffen Rendle.Oct 2, 2017Oct 2, 2017
Andrés EspinosaThe basics of Context-Aware RecommendationsToday I’m talking about Context-Aware Recommender Systems by Gediminas Adomavicius, Bamshad Mobasher, Francesco Ricci, and Alex Tuzhilin.Sep 25, 2017Sep 25, 2017
Andrés EspinosaHybrid recommendation systemsThis is a review of Hybrid Recommender Systems: Survey and Experiments by Robin Burke.Sep 20, 2017Sep 20, 2017
Andrés EspinosaSocial tagging recommendations: A collaborative filtering approachThis is a review of Collaborative filtering for social tagging systems: An experiment with CiteULike by Denis Parra and Peter Brusilovsky.Sep 11, 2017Sep 11, 2017
Andrés EspinosaContent-Based Recommendation MethodsToday I’m writing about Content-Based Recommendation Systems by Michael J. Pazzani and Daniel Billsus.Sep 10, 2017Sep 10, 2017
