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CYBER-EMPATHIC DESIGN - A DATA DRIVEN FRAMEWORK FOR PRODUCT DESIGN

机译:网络 - 异常设计 - 产品设计的数据驱动框架

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One of the critical tasks in product design is to map information from the consumer space to the design space. Currently, this process is largely dependent on the designer to identify and map how psychological and consumer level factors relate to engineered product attributes. In this way current methodologies lack provision to test a designer's cognitive reasoning and could therefore introduce bias while mapping from consumer to design space. Also, current dominant frameworks do not include user-product interaction data in design decision making and neither do they assist designers in understanding why a consumer has a particular perception about a product. This paper proposes a new framework - Cyber-Empathic Design - where user-product interaction data is acquired via embedded sensors in the products. To understand the motivations behind consumer perceptions, a network of latent constructs is used which forms a causal model framework. Structural Equation Modeling is used as the parameter estimation and hypothesis testing technique making the framework falsifiable in nature. To demonstrate the framework and demonstrate its effectiveness a case study of sensor integrated shoes is presented in this work, where two models are compared - one survey based and using the Cyber-Empathic framework model. It is shown that the Cyber-Empathic framework results in improved fit. The case study also demonstrates the technique to test a designers' cognitive hypothesis.
机译:产品设计中的一个关键任务是将消费者空间的信息映射到设计空间。目前,这个过程在很大程度上依赖于设计者来识别和绘制心理和消费者级别因素如何与工程化产品属性有关。通过这种方式,目前的方法缺乏规定测试设计师的认知推理,因此可以在从消费者到设计空间的映射时引入偏见。此外,当前的主导框架不包括在设计决策中的用户 - 产品交互数据,并且它们也不协助设计师了解为什么消费者对产品具有特定的看法。本文提出了一种新的框架 - 网络 - 异常设计 - 其中通过产品中的嵌入式传感器获取用户产品交互数据。要了解消费者感知背后的动机,使用潜在构造网络,其形成因果模型框架。结构方程建模用作参数估计和假设检测技术,使框架在自然界中伪造。为了展示框架并展示其有效性,在这项工作中提出了对传感器综合鞋的案例研究,其中比较了两种模型 - 基于网络 - 异常框架模型。结果表明,网络 - 异常框架导致改进的合适。案例研究还证明了测试设计人员认知假设的技术。

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