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Content-Based Filtering

5 papers with code · Miscellaneous

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Content-based recommendations with Poisson factorization

NeurIPS 2014 premgopalan/collabtm

We develop collaborative topic Poisson factorization (CTPF), a generative model of articles and reader preferences.

CONTENT-BASED FILTERING

Deep Content-User Embedding Model for Music Recommendation

18 Jul 2018jongpillee/deep-content-user

Recently deep learning based recommendation systems have been actively explored to solve the cold-start problem using a hybrid approach.

COLLABORATIVE FILTERING CONTENT-BASED FILTERING MUSIC AUTO-TAGGING

Song Recommendation with Non-Negative Matrix Factorization and Graph Total Variation

8 Jan 2016kikohs/recog

This work formulates a novel song recommender system as a matrix completion problem that benefits from collaborative filtering through Non-negative Matrix Factorization (NMF) and content-based filtering via total variation (TV) on graphs.

COLLABORATIVE FILTERING CONTENT-BASED FILTERING MATRIX COMPLETION

Movie Recommendation System using Sentiment Analysis from Microblogging Data

27 Nov 20183ZadeSSG/ContentBased-Movie-Recommendation-using-Sentiment-Analysis

The movie tweets have been collected from microblogging websites to understand the current trends and user response of the movie.

COLLABORATIVE FILTERING CONTENT-BASED FILTERING SENTIMENT ANALYSIS