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The Role of Computational Intelligence in Sensory Evaluation

机译:计算智能在感觉评估中的作用

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Sensory evaluation is the evaluation of signals that a human receives via its senses of sight, smell, taste, touch and hearing. In today's industrial companies, sensory evaluation is widely used in quality inspection of products, in marketing study and in many other fields such as risk evaluation, investment evaluation and safety evaluation. In practice, setting up a suitable mathematical formulation, an efficient working procedure and a pertinent computing method for sensory evaluation is quite difficult because of uncertainty and imprecision in sensory panels and their results involving linguistic expressions, non normalized data, data reliability, etc. At the present a prime problem of the practitioner is not the lack of useful methods but the lack of transparency in this area. In this tutorial lecture, we briefly describe some of the technology in the computational intelligence (CI) areas that has been developed for application to sensory evaluation and related fields. Moreover, we will illustrate the role of CI in sensory evaluation related applications from some recent publications.
机译:感官评估是对人类通过其视觉,嗅觉,味觉,触觉和听觉收到的信号的评估。在当今的工业公司中,感官评估广泛用于产品质量检查,市场研究以及许多其他领域,例如风险评估,投资评估和安全评估。在实践中,由于感觉面板的不确定性和不精确性以及它们的结果涉及语言表达,非规范化数据,数据可靠性等,为感觉评估建立合适的数学公式,有效的工作程序和相关的计算方法非常困难。目前,从业者面临的主要问题不是缺乏有用的方法,而是在这一领域缺乏透明度。在本教程中,我们简要介绍了计算智能(CI)领域中已开发用于传感评估和相关领域的一些技术。此外,我们将从最近的一些出版物中说明CI在与感觉评估相关的应用中的作用。

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