A Multi-Modality Deep Network for Cold-Start Recommendation

A Multi-Modality Deep Network for Cold-Start Recommendation

Collaborative filtering (CF) approaches, which provide recommendations based on ratings or purchase history, perform well for users and items with sufficient interactions. However, CF approaches suffer from the cold-start problem for users and items with few ratings. Hybrid recommender systems that...

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Bibliographic Details
Main Authors: Mingxuan Sun, Fei Li, Jian Zhang
Format: Article
Language:English
Published: MDPI AG 2018-03-01
Series:Big Data and Cognitive Computing
Subjects:
recommender system
deep learning
multimodal learning
Online Access:http://www.mdpi.com/2504-2289/2/1/7

Internet

http://www.mdpi.com/2504-2289/2/1/7

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