Lexicons in sentiment analytics

• Main Authors: YUAN, B., SIAU, Keng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2017
• Subjects: Lexicon; Sentiment Analysis; Text Mining; Machine Learning; Data Mining; Artificial Intelligence and Robotics; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/9409; https://ink.library.smu.edu.sg/context/sis_research/article/10409/viewcontent/Lexicons_in_Sentiment_Analytics.pdf
• Institution: Singapore Management University

With the increasing amount of text data, sentiment analytics (SA) is becoming an important tool for text miners. An automated approach is needed to parse the online reviews and comments, and analyze their sentiments. Since lexicon is the most important component in SA, enhancing the quality of lexic...