[1H4-OS-8b] OS-8

[1H4-OS-8b-01] Verification of the impact of providers' strategies on the data trading market

〇Kenta Yamamoto¹, teruaki Hayashi¹ (1. University of Tokyo)

Keywords:decision making, simulation, multi-agent

In recent years, cross-disciplinary data collaboration has become increasingly prevalent, making data an essential driver of innovation. Consequently, the demand for data trading markets has grown. However, these markets remain in their early stages, with incomplete regulatory frameworks and unclear guidelines governing participant behavior. Additionally, many data trading markets are inundated with low-quality or difficult-to-use data, posing challenges to their effective utilization. This study focuses on data providers within these markets and investigates the types of providers and strategies that can maximize both their own profits and the overall market’s profitability and trading volume. Experimental results demonstrate that data providers who adopt a long-term perspective achieve higher individual profits while also enhancing the market’s overall profitability and trading activity.