State Graph Reasoning for Multimodal Conversational Recommendation

• Published in: IEEE transactions on multimedia Vol. 25; pp. 3113 - 3124
• Main Authors: Wu, Yuxia, Liao, Lizi, Zhang, Gangyi, Lei, Wenqiang, Zhao, Guoshuai, Qian, Xueming, Chua, Tat-Seng
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 2023; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Cognition; Conversation; Data structures; Decision making; Electronic mail; History; knowledge graph; Knowledge representation; Negligence; Reasoning; recommend- ation systems; Recommender systems; Training; User requirements; Visualization

Conversational recommendation system (CRS) attracts increasing attention in various application domains such as retail and travel. It offers an effective way to capture users' dynamic preferences with multi-turn conversations. However, most current studies center on the recommendation aspect wh...