Exploit the visual sentiment of the item images to fuse with textual sentiment in context aware collaborative filtering

• Published in: Expert systems with applications Vol. 265; p. 125970
• Main Author: Wu, Liang-Hong
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 15.03.2025
• Subjects: Context aware recommendation system (CARS); Factorization Machines; Multi-modal sentiment fusion; Tensor decomposition; Unsupervised deep learning; Visual sentiment analysis; Factorization Machines; Tensor decomposition; Unsupervised deep learning; Multi-modal sentiment fusion; Context aware recommendation system (CARS); Visual sentiment analysis

Recommendation systems (RS) are widely used to predict users’ preferences for items in many research areas. Context-aware recommendation systems (CARS) exploit different contextual circumstances to predict changes in user preferences and improve RS performance. However, conventional CARS focuses on...