Modeling sentiments and preferences from multimodal data

• Main Author: TRUONG, Quoc Tuan
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Analyzing Subjectivity; Sentiment Analysis; Preference Learning; Recommender Systems; Multimodal Data; Databases and Information Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/etd_coll/389; https://ink.library.smu.edu.sg/context/etd_coll/article/1387/viewcontent/GPIS_AY2017_PhD_Truong_Quoc_Tuan.pdf
• Institution: Singapore Management University

Online reviews are prevalent in many modern Web applications, such as e-commerce, crowd-sourced location and check-in platforms. Fueled by the rise of mobile phones that are often the only cameras on hand, reviews are increasingly multimodal, with photos in addition to textual content. In this thesi...