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Humans versus Agents: Competition in Financial Markets of the 21st Century

机译:人与代理:21世纪金融市场的竞争

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Information systems have revolutionized the nature of markets. Traditionally, markets inherently comprised the strategic interaction of human traders only. Nowadays, however, automated trading agents are responsible for at least 60% of the US trading volume on financial stock markets. In this respect, financial markets of the 21st century are different to markets of previous centuries. Fuelled by discussions on their possible risks, there is a need for research on the effects of automated trading agents on market efficiency and on human traders. In order to systematically investigate these issues, we introduce a market framework for human-computer interaction. This framework is then applied in a case study on a financial market scenario. In particular, we plan to conduct a NeuroIS experiment in which we analyze overall market efficiency as well as the trading behavior and emotional responses of human traders when they interact with computerized trading agents.
机译:信息系统彻底改变了市场的本质。传统上,市场本质上仅包括人类交易者的战略互动。但是,如今,自动交易代理至少负责美国金融股票市场交易量的60%。在这方面,21世纪的金融市场与前几个世纪的市场不同。在讨论其潜在风险的推动下,需要研究自动交易代理对市场效率和人类交易者的影响。为了系统地调查这些问题,我们引入了人机交互的市场框架。然后将该框架应用于有关金融市场场景的案例研究中。特别是,我们计划进行NeuroIS实验,在该实验中,我们分析总体交易效率以及人类交易员与计算机交易代理进行交互时的交易行为和情感反应。

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