Disentangled Representation Learning for Recommendation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2022.3153112
Abstract: There exist complex interactions among a large number of latent factors behind the decision making processes of different individuals, which drive the various user behavior patterns in recommender systems. These factors hidden in those diverse… read more here.
Keywords: latent factors; recommendation; learning recommendation; representation learning ... See more keywords
Learning Recommendation Algorithm Based on Improved BP Neural Network in Music Marketing Strategy
Sign Up to like & getrecommendations! Published in 2021 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2021/2073881
Abstract: The growth and popularity of streaming music have changed the way people consume music, and users can listen to online music anytime and anywhere. By integrating various recommendation algorithms/strategies (user profiling, collaborative filtering, content filtering,… read more here.
Keywords: recommendation; recommendation algorithm; music marketing; music ... See more keywords
Deep learning recommendation algorithm based on semantic mining
Sign Up to like & getrecommendations! Published in 2022 at "PLoS ONE"
DOI: 10.1371/journal.pone.0274940
Abstract: This paper proposes Deep Semantic Mining based Recommendation (DSMR), which can extract user features and item attribute features more accurately by deeply mining the semantic information of review text and item description documents recommend. First,… read more here.
Keywords: recommendation; learning recommendation; semantic mining; deep learning ... See more keywords