State graph reasoning for multimodal conversational recommendation

• Main Authors: WU, Yuxia, LIAO, Lizi, ZHANG, Gangyi, LEI, Wenqiang, ZHAO, Guoshuai, QIAN, Xueming, CHUA, Tat-Seng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Recommendation systems; conversation; knowledge graph; Artificial Intelligence and Robotics; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/7581; https://ink.library.smu.edu.sg/context/sis_research/article/8584/viewcontent/State_Graph_Reasoning_for_Multimodal_Conversational_Recommendation.pdf
• Institution: Singapore Management University

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 while o...