Abstract
This paper introduces a framework to empirically investigate the influence of competing narratives on financial market dynamics. I present an agent-based model of traders in a financial market, where traders are driven by opinion dynamics and are subject to self-reinforcement, herding behaviors, and an accumulative response to new information. My systematic approach includes isolating these factors, enabling a parametric analysis within the collective opinion dynamics of the market. This simulation provides a testbed to evaluate various market scenarios. While my findings are based on simulated data and thus warrant caution in real-world interpretation, they offer important insights into market fluctuations. This study lays groundwork for further research on trader behavior and market dynamics, and I have made the source-code publicly available for replication and extension.
Original language | English |
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Title of host publication | Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART |
Publisher | SciTePress |
Pages | 127-137 |
Number of pages | 11 |
Volume | 1 |
ISBN (Electronic) | 9789897586804 |
DOIs | |
Publication status | Published - 1 Mar 2024 |
Event | ICAART2024 : 16th International Conference on Agents and Artificial Intelligence - Italy, Rome, Italy Duration: 24 Feb 2024 → 26 Feb 2024 Conference number: 16 https://icaart.scitevents.org/Home.aspx https://portal.insticc.org/SubmissionDeadlines/63e42b755652b110e22e62a4 https://icaart.scitevents.org/?y=2024 |
Publication series
Name | ICAART - International Conference on Agents and Artificial Intelligence |
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Publisher | SciTePress |
ISSN (Print) | 2184-3589 |
ISSN (Electronic) | 2184-433X |
Conference
Conference | ICAART2024 |
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Abbreviated title | ICAART2024 |
Country/Territory | Italy |
City | Rome |
Period | 24/02/24 → 26/02/24 |
Internet address |
Bibliographical note
Publisher Copyright:© 2024, Science and Technology Publications, Lda. All rights reserved.
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Alam, S. R. (Manager), Williams, D. A. G. (Manager), Eccleston, P. E. (Manager) & Greene, D. (Manager)
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