Effects of training datasets on both the extreme learning machine and support vector machine for target audience identification on twitter

• Main Authors: LO, Siaw Ling, CORNFORTH, David, CHIONG, Raymond
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2014
• Subjects: Extreme learning machine; Support vector machine; Machine learning; Target audience; Twitter; Social media; Data Storage Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/4785; https://ink.library.smu.edu.sg/context/sis_research/article/5788/viewcontent/10.1007_978_3_319_14063_6_35.pdf
• Institution: Singapore Management University

The ability to identify or predict a target audience from the increasingly crowded social space will provide a company some competitive advantage over other companies. In this paper, we analyze various training datasets, which include Twitter contents of an account owner and its list of followers, u...