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Representation of qualitative user preference by quantitative belief functions

机译:通过定量信念函数表示定性用户偏好

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摘要

Many intelligent systems employ numeric degrees of belief supplied by the users to make decisions. However, the users may have difficulties in expressing their belief in terms of numeric values. The authors present a method for generating belief functions from symbolic information such as the qualitative preference relationships. The method of generating belief functions provides a practical interface between the users and a decision support system. It can be argued that the ability to generate numeric judgments with nonnumeric inputs is essential in the development of approximate reasoning systems. The proposed method can provide an important component for these systems by transforming qualitative information into quantitative information.
机译:许多智能系统采用用户提供的数字信任度来进行决策。然而,用户可能难以表达其对数值的信念。作者提出了一种用于从符号信息(如定性偏好关系)生成置信函数的方法。生成信念函数的方法在用户和决策支持系统之间提供了实用的界面。可以说,利用非数字输入生成数字判断的能力在近似推理系统的开发中至关重要。通过将定性信息转换为定量信息,所提出的方法可以为这些系统提供重要的组成部分。

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