Stock market prediction analysis by incorporating social and news opinion and sentiment

• Main Authors: WANG, Zhaoxia, HO, Seng-Beng, LIN, Zhiping
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: enhanced learning-based method; Machine learning; sentiment analysis; stock market prediction; time series data prediction; Numerical Analysis and Scientific Computing; Portfolio and Security Analysis
• Online Access: https://ink.library.smu.edu.sg/sis_research/5482; https://ink.library.smu.edu.sg/context/sis_research/article/6485/viewcontent/Stock_Mkt_Prediction_pv.pdf
• Institution: Singapore Management University

The price of the stocks is an important indicator for a company and many factors can affect their values. Different events may affect public sentiments and emotions differently, which may have an effect on the trend of stock market prices. Because of dependency on various factors, the stock prices a...