Aspect discovery from product reviews

• Main Author: DING, Ying
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2017
• Subjects: opinion mining; topic models; deep learning; recommender systems; data mining; machine learning; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/etd_coll_all/24; https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=1030&context=etd_coll_all
• Institution: Singapore Management University

With the rapid development of online shopping sites and social media, product reviews are accumulating. These reviews contain information that is valuable to both businesses and customers. To businesses, companies can easily get a large number of feedback of their products, which is difficult to ach...