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[数据挖掘理论与案例] How to learn consumer preferences from the analysis of sensory data by means of [推广有奖]

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kairyuxd 发表于 2013-8-20 13:49:54 |AI写论文

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How to learn consumer preferences from the analysis of sensory data by means of support vector machines (SVM)


In this paper, we discuss how to model preferences from a collectionof ratings provided by a panel of consumers of somekind of food product. We emphasize the role of tasting sessions,since the ratings tend to be relative to each sessionand hence regression methods are unable to capture consumerpreferences. The method proposed is based on the use of SupportVector Machines (SVM) and provides both linear andnonlinear models. To illustrate the performance of theapproach, we report the experimental results obtained witha couple of real world data sets. how to learn consumer preference from the analysis of sensory data.pdf (256.93 KB)

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关键词:Preferences References Preference Reference Analysis learn

沙发
wtc#sofa 在职认证  发表于 2013-8-20 13:56:27
have a look
Sofa

藤椅
zyk20062964 发表于 2014-1-3 21:02:07
学习,谢谢

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