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Clustering of commercial fish sauce products based on an e-panel technique

机译:基于电子面板技术的商业鱼露产品集群

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摘要

Fish sauce is a brownish liquid seasoning with a characteristic flavor that is produced in Asian countries and limited areas of Europe. The types of fish and shellfish and fermentation process used in its production depend on the region from which it derives. Variations in ingredients and fermentation procedures yield end products with different smells, tastes, and colors. For this data article, we employed an electronic panel (e-panel) technique including an electronic nose (e-nose), electronic tongue (e-tongue), and electronic eye (e-eye), in which smell, taste, and color are evaluated by sensors instead of the human nose, tongue, and eye to avoid subjective error. The presented data comprise clustering of 46 commercially available fish sauce products based separate e-nose, e-tongue, and e-eye test results. Sensory intensity data from the e-nose, e-tongue, and e-eye were separately classified by cluster analysis and are shown in dendrograms. The hierarchical cluster analysis indicates major three groups on e-nose and e-tongue data, and major four groups on e-eye data.
机译:鱼露是一种褐色液体调味料,具有独特的风味,在亚洲国家和欧洲的部分地区生产。鱼和贝类的类型及其生产中使用的发酵过程取决于其来源地区。成分和发酵程序的变化产生了具有不同气味,口味和颜色的最终产品。对于此数据文章,我们采用了电子面板(e-panel)技术,其中包括电子鼻子(e-nose),电子舌头(e-tongue)和电子眼(e-eye),其中具有气味,味道和颜色由传感器而不是人的鼻子,舌头和眼睛评估,以避免主观误差。呈现的数据包括基于单独的电子鼻,电子舌和电子眼测试结果的46种市售鱼露产品的聚类。来自电子鼻,电子舌和电子眼的感觉强度数据通过聚类分析分别分类,并以树状图显示。层次聚类分析显示电子鼻和电子舌数据的主要三组,电子眼数据的主要四组。

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