Concept-oriented transformers for visual sentiment analysis

• Main Authors: TRUONG, Quoc Tuan, LAUW, Hady Wirawan
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: visual sentiment analysis; concept orientation; transformers; Databases and Information Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/7799; https://ink.library.smu.edu.sg/context/sis_research/article/8802/viewcontent/wsdm23.pdf
• Institution: Singapore Management University

In the richly multimedia Web, detecting sentiment signals expressed in images would support multiple applications, e.g., measuring customer satisfaction from online reviews, analyzing trends and opinions from social media. Given an image, visual sentiment analysis aims at recognizing positive or neg...