Visual sentiment analysis for review images with item-oriented and user-oriented CNN: Reproducibility companion paper

• Main Authors: TRUONG, Quoc Tuan, LAUW, Hady W., AUMULLER, Martin, NITTA, Naoko
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: visual sentiment analysis; convolutional neural networks; Databases and Information Systems; Data Science
• Online Access: https://ink.library.smu.edu.sg/sis_research/5955; https://ink.library.smu.edu.sg/context/sis_research/article/6958/viewcontent/acmmm20.pdf
• Institution: Singapore Management University

We revisit our contributions on visual sentiment analysis for online review images published at ACM Multimedia 2017, where we develop item-oriented and user-oriented convolutional neural networks that better capture the interaction of image features with specific expressions of users or items. In th...