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Time Series for Forecasting Stock Market Prices Based on Sentiment Analysis of Social Media.
- Source :
- International Journal of Business Strategy & Automation (IJBSA); 2021, Vol. 2 Issue 2, p16-25, 10p
- Publication Year :
- 2021
-
Abstract
- This paper attempts to find a relation between the public perception of a company and its stock value price. Since social media is a very powerful tool used by a lot of people to voice their opinions on the performance of a company, it is a good source of information about the public sentiment. Previous studies have shown that the overall public sentiment collected from sites like Twitter do have a relation to the market price of a company over a period of time. The goal is to build on their research to improve the accuracy of predictions and determine if the public perception surrounding a company is a driving factor of its stock growth. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 26442094
- Volume :
- 2
- Issue :
- 2
- Database :
- Complementary Index
- Journal :
- International Journal of Business Strategy & Automation (IJBSA)
- Publication Type :
- Academic Journal
- Accession number :
- 161152112
- Full Text :
- https://doi.org/10.4018/IJBSA.20210401.oa2