Multimodal fashion knowledge extraction as captioning

• Main Authors: YUAN, Yifei, ZHANG, Wenxuan, DENG, Yang, LAM, Wai
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Fashion industry; Fashion knowledge extraction; Knowledge extraction; Multi-modal; Multi-modal data; Multimodal data mining; Product images; Rich texts; Social media; Social media analysis; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/9170; https://ink.library.smu.edu.sg/context/sis_research/article/10173/viewcontent/MultimodalFashionK_av.pdf
• Institution: Singapore Management University

Social media plays a significant role in boosting the fashion industry, where a massive amount of fashion-related posts are generated every day. In order to obtain the rich fashion information from the posts, we study the task of social media fashion knowledge extraction. Fashion knowledge, which ty...