Enhancing machine-learning methods for sentiment classification of web data

• Main Authors: WANG, Zhaoxia, TONG, Victor Joo Chuan, CHIN, Hoong Chor
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2014
• Subjects: Web data; Emoticon handling; Feature selection; Hybrid method; Machine learning; Negation dealing; Sentiment classification; Twitter; Numerical Analysis and Scientific Computing; Social Media
• Online Access: https://ink.library.smu.edu.sg/sis_research/5642
• Institution: Singapore Management University

With advances in Web technologies, more and more people are turning to popular social media platforms such as Twitter to express their feelings and opinions on a variety of topics and current issues online. Sentiment analysis of Web data is becoming a fast and effective way of evaluating public opin...