文章基本信息

标题：Construction of Graphical Models for Temporary Application of Facial Packs
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作者：Junichiro Wakatsuki ; Takaaki Saito ; Ali Abrishamian 等
期刊名称：International Journal of Computer Information Systems and Industrial Management Applications
印刷版ISSN：2150-7988
电子版ISSN：2150-7988
出版年度：2011
卷号：3
页码：399-406
出版社：Machine Intelligence Research Labs (MIR Labs)
摘要：We constructed one physiological model and two psychological models for a set of experimental data to investigate the variation of effects among facial pack types of temporary facial pack applications. Using a Bayesian network, a physiological model was built for the transitions of skin moisture and skin surface lipids. The resultant network had direct paths from lipids measured at the forehead to moisture measured at the right cheekbone. This result suggests the existence of some indirect relation among them. Psychological models were constructed to analyze responses of the post-experiment questionnaire using structural equation modeling. One model was built for the impression of the appearance of the packs. We assumed two latent factors¨C¨Csecurity and likeability¨C¨Cand obtained reasonable fit indices. Another model was built for the overall impression on the experience of temporary pack application. Cronbach's ¦Á was consistently large for a subscale that consisted of the observed variables in this model. Although fitness was bad, path coefficients were also consistently large.
关键词：Bayesian network; structural equation modeling; ; cosmetic; epidermal moisture; skin surface lipid