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EXTENDED METHOD FOR CONSTRUCTING INTELLIGENT SYSTEM PROCESSING UNCERTAIN CAUSAL RELATIONSHIP TYPE INFORMATION

机译:构建智能系统处理不确定因果关系类型信息的扩展方法

摘要

A computer readable storage medium. A computer program is stored on the storage medium; when the computer program is executed, a method for an intelligent system processing uncertain causal relationship type information can be executed. Regarding the method, the following technical content is added on the basis of existing dynamic uncertain causality graph technology: expressing, by using a new logic gate and new action variables, an effect of evidences and a combination thereof on the probability of occurrence of a root cause event; expressing, by using an inverse logic gate, a logic relationship between a cause event and a combination of more than one result event, and performing reasoning; expressing, by using a specific event, a corresponding relationship between the specific event and a root cause event, and directly determining a cause when the specific event is observed; expressing, by using a degree of attention of a result event, a degree of decrease of a probability that a reasoning result is true due to that the result event cannot be explained by the reasoning result, and involving said degree of attention in probability calculation; and expressing, by using a degree of risk of the root cause event, a degree of damage to a system caused by the root cause event, and involving said degree of risk in reasoning calculation.
机译:一种计算机可读存储介质。计算机程序被存储在存储介质中。当执行计算机程序时,可以执行用于智能系统处理不确定因果关系类型信息的方法。关于该方法,在现有的动态不确定因果图技术的基础上增加了以下技术内容:通过使用新的逻辑门和新的动作变量来表达证据及其对根发生概率的影响。原因事件;通过逆逻辑门表示原因事件与多个结果事件的组合之间的逻辑关系,并进行推理;通过特定事件表示特定事件与根本原因事件之间的对应关系,并在观察到特定事件时直接确定原因;通过使用结果事件的关注度来表示由于不能用推理结果来解释该结果事件而导致推理结果为真的概率的降低程度,并且将所述关注度包括在概率计算中;通过使用根本原因事件的风险程度来表达由根本原因事件对系统造成的损害程度,并在推理计算中涉及所述风险程度。

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