Visual sentiment analysis for review images with item-oriented and user-oriented CNN

• Main Authors: TRUONG, Quoc Tuan, LAUW, Hady W.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2017
• Subjects: review images; convolutional neural networks; visual sentiment analysis; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/3885; https://ink.library.smu.edu.sg/context/sis_research/article/4887/viewcontent/VisualSentimentAnalysisReviewImages_CNN_2017.pdf
• Institution: Singapore Management University

Online reviews are prevalent. When recounting their experience with a product, service, or venue, in addition to textual narration, a reviewer frequently includes images as photographic record. While textual sentiment analysis has been widely studied, in this paper we are interested in visual sentim...