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Algorithmic method for modeling human decision-making

机译:人类决策建模的算法方法

摘要

Exemplary practice of this invention implements a computer to model human decision-making within a comprehensive human-perception construct dichotomized as probabilistically perceptual and preferentially perceptual. Potential actions are identified. Each identified potential action is evaluated in consideration of (i) probabilities of success as perceived by the decision-maker, and (ii) preferences of the decision-maker relating to consistency, credibility, confidence, bias, and urgency. Decision-making is modeled on a continual basis whereby evaluation of at least one potential action is performed anew in each successive time-step. Evaluations of potential actions yield “goodness” values, which are compared to determine best potential actions. Threshold “goodness” parameters are established to filter out some potential actions and leave other potential actions for goodness comparison. The best potential action of a particular time-step is compared to the best potential action of the preceding time-step in order to decide whether to maintain or change the existing course of action.
机译:本发明的示例性实施方式实现了一种计算机,该计算机在被分类为概率感知和优先感知的综合人类感知构造中对人类决策进行建模。确定潜在的行动。评估每个确定的潜在行动时,要考虑到(i)决策者认为成功的概率,以及(ii)决策者在一致性,公信力,信心,偏见和紧迫性方面的偏好。在连续的基础上对决策建模,从而在每个连续的时间步长中至少重新评估至少一个潜在动作。对潜在行动的评估会产生“好”值,将其进行比较以确定最佳的潜在行动。建立阈值“善良”参数以过滤掉一些潜在的行为,并留下其他潜在的行为以进行善良比较。将特定时间步长的最佳潜在动作与先前时间步长的最佳潜在动作进行比较,以便决定是维持还是更改现有的动作过程。

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