Document Type
Article
Publication Date
2025
DOI
10.1016/j.procs.2025.08.141
Publication Title
Procedia Computer Science
Volume
266
Pages
1136-1146
Abstract
Generative AI, which ushers a new age of AI, comes with huge economic potential. To capitalize the AI boom, investors are interested in trading AI stocks. AI chatbots, which can identify and classify the sentiment from financial news, can be leveraged for investment. So, this paper proposes a GPT-based sentiment analysis approach for trading AI stocks. Also, natural experiments are conducted to evaluate its effectiveness. Initial results show that the approach achieves a good rate of return.
Rights
© 2025 The Authors.
This is an open access article under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) License.
ORCID
0000-0003-2695-9642 (Zheng)
Original Publication Citation
Zheng, X. (2025). Investing in the age of generative AI: A GPT-based sentiment analysis approach. Procedia Computer Science, 266, 1139-1146. https://doi.org/10.1016/j.procs.2025.08.141
Repository Citation
Zheng, Xianrong, "Investing in the Age of Generative AI: A GPT-Based Sentiment Analysis Approach" (2025). Information Technology & Decision Sciences Faculty Publications. 115.
https://digitalcommons.odu.edu/itds_facpubs/115
Included in
Artificial Intelligence and Robotics Commons, Finance and Financial Management Commons, Technology and Innovation Commons