Machine learning approaches to sentiment analytics

• Main Authors: ZHAO, W., SIAU, Keng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2017
• Subjects: Sentiment Analytics; Emotion classification; Machine Learning; Artificial Intelligence and Robotics; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/9410; https://ink.library.smu.edu.sg/context/sis_research/article/10410/viewcontent/Machine_Learning_Approaches_to_Sentiment_Analytics.pdf
• Institution: Singapore Management University

One key aspect of sentiment analytics is emotion classification. This research studies the use of machine learning approaches to classify human emotion. Two different machine learning approaches were compared in an experimental study. In one approach, emotions from both genders were used to train th...