A Data-Driven Analytical Framework for ESG-based Stock Investment Analytics using Machine Learning and Natural Language Processing

Author:

Cao Elliot1ORCID,Sun Yu2ORCID

Affiliation:

1. Issaquah High School, USA

2. Computer Science Department, California State Polytechnic University, USA

Publisher

ACM

Reference15 articles.

1. Das, N., Sadhukhan, B., Chatterjee, T., & Chakrabarti, S. (2022). Effect of public sentiment on stock market movement prediction during the COVID-19 outbreak. Social network analysis and mining, 12(1), 92.

2. Sentiment analysis with a TextBlob package implications for tourism;Suanpang P.;Journal of Management Information and Decision Sciences,2021

3. Kalyani, J., Bharathi, P., & Jyothi, P. (2016). Stock trend prediction using news sentiment analysis. arXiv preprint arXiv:1607.01958.

4. A comparative study on effect of news sentiment on stock price prediction with deep learning architecture

5. Garfinkel, M. (2023). WallStreetBets: Evaluating Market Manipulation Through a Psychological and Legal Scope.

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