响应时间受到随机游戏中错误预测的影响
Paulo Roberto Cabral-Passos1, Antonio Galves2, Jesus Enrique Garcia3
1Departamento de Física da Faculdade de Filosofia, Ciências e Letras de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil.
Scientific reports
|April 10, 2024
概括
门将在视频游戏中的反应时间受到罚球手的策略和他们自己的预测成功的影响. 预测失败可能会影响后续响应时间,最多为两个步骤.
科学领域:
- 认知心理学 认知心理学
- 人与计算机的交互
- 行为神经科学 行为神经科学
背景情况:
- 在动态环境中预测顺序事件对于性能至关重要.
- 视频游戏提供了一个受控的环境,以研究人类在不确定性下做出决策.
- 之前的研究表明,响应时间与预测算法有关.
研究的目的:
- 为了研究影响门将响应时间的因素,在罚球视频游戏中.
- 为了确定预测的成功或失败是否会影响响应时间分布.
- 探索预测失败对响应时间的影响的时间动态.
主要方法:
- 参与者扮演视频游戏中的守门员,预测罚球选手的选择.
- 罚球者选择是由可变长度内存随机链生成的.
- 统计分析检查了与过去的选择和预测结果相关的响应时间分布.
主要成果:
- 响应时间不仅取决于罚球手的选择顺序,还取决于守门员的预测成功或失败.
- 预测失败显著影响响应时间分布.
- 预测失败对响应时间的影响被观察到持续多达两个后续步骤.
结论:
- 门将的响应时间由外部预测线索和内部绩效反调节.
- 该研究为预测历史对实时决策的影响提供了经验证据.
- 了解这些动态可以为设计更现实的,更具挑战性的人机交互场景提供信息.
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