Layered-Modeling of Affective and Sensory Experiences using Structural Equation Modeling: Touch Experiences of Plastic Surfaces as an Example
Layered-Modeling of Affective and Sensory Experiences using Structural Equation Modeling: Touch Experiences of Plastic Surfaces as an Example
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使用结构方程模型对情感和感官体验进行分层建模：以塑料表面的触摸体验为例
DOI：
10.1109/taffc.2018.2879944
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发表时间：
2021
影响因子：
11.2
通讯作者：
Atsuko Tamada
中科院分区：
文献类型：
--
作者：
S. Okamoto;Haruyo Kojima;A. Yamagishi;Kyoichi Kato;Atsuko Tamada
开发形容词的多层结构来解释人类对刺激的感知和情感反应之间的语义关系，这对于产品情感方面的设计很有帮助。然而，多层结构的确定要求很高，到目前为止，都是由经验丰富的开发人员通过反复试验的方式进行的。这项研究开发了一种方法，通过感官评估的常见任务系统地建立这种结构，其中产品根据形容词标签进行评级。该方法逐渐将模型从简单的两层结构扩展到复杂的多层结构，直至被结构方程建模所接受。初始两层模型的下层和高层分别由感觉形容词和情感形容词组成。然后对高层拟合指数较弱的部分进行重构，形成多层情感结构。为了验证该方法，我们根据对触摸塑料板的反应构建了形容词结构。该方法产生了在数量和语义上有效的三层和四层结构。
Developing a multilayered structure of adjective words that explains semantic relationships between human perceptual and affective responses to stimuli is instrumental in the design of affective aspects of products. However, the determination of multilayered structure is demanding and, thus far, it has been conducted by experienced developers in a trial-and-error manner. This study developed a method to systematically establish such structures through common tasks for sensory evaluation where products are rated along adjective labels. This method gradually expands the model from a simple two-layered to complex multilayered structures until it is accepted by structural equation modeling. The lower and higher layers of the initial two-layered model are composed of sensory and affective adjectives, respectively. The parts with weak fit indices of the higher layer are then remodeled, resulting in a multilayered affective structure. To validate the method, we built adjective structures based on responses to touching plastic plates. The method resulted in three- and four-layered structures that were quantitatively and semantically valid.
影响因子：
11.2
作者：
Elkharraz, Galal;Thumfart, Stefan;Henson, Brian
通讯作者：
Henson, Brian
影响因子：
22.4
作者：
BENTLER, PM
通讯作者：
BENTLER, PM