Exploring the Usefulness of Agent-Based Product Social Impact Modeling Through a Systematic Literature Review

Christopher S. Mabey, C. Mattson, Jon Salmon
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Abstract

A key part of an engineer’s purpose is to create products and services that benefit society, or, in other words, create products with a positive social impact. While engineers have many predictive models to aid in making design decisions about the performance or safety of a product, very few models exist for estimating or planning for the wide range of social impacts an engineered product can have. To model social impact, a model must contain representations of the product and society. Agent-based modeling is a tool that can model society and incorporate social impact factors. In this paper, we investigate factors that have historically limited the usefulness of product adoption agent-based models, and predictive social impact models through a systematic literature review. Common themes of limiting factors are identified and steps are presented to improve the usefulness of agent-based product adoption models and predictive social impact models. The goal of a predictive social impact model is to help an engineer/designer make better decisions. Predictive social impact models can help identify areas in the design space for improving the social impact of products. When coupled with existing design methods, agent-based predictive social impact models can help increase the probability that a product achieves positive social impact.
通过系统的文献综述探索基于主体的产品社会影响模型的有效性
工程师目标的一个关键部分是创造有利于社会的产品和服务,或者换句话说,创造具有积极社会影响的产品。虽然工程师们有许多预测模型来帮助制定有关产品性能或安全的设计决策,但很少有模型用于估计或规划工程产品可能产生的广泛的社会影响。为了对社会影响进行建模,模型必须包含产品和社会的表示。基于主体的建模是一种可以对社会进行建模并纳入社会影响因素的工具。在本文中,我们通过系统的文献综述,探讨了历史上限制产品采用基于代理的模型和预测社会影响模型的有效性的因素。确定了限制因素的共同主题,并提出了改进基于代理的产品采用模型和预测社会影响模型的有用性的步骤。预测性社会影响模型的目标是帮助工程师/设计师做出更好的决策。预测社会影响模型可以帮助确定设计空间中的领域,以提高产品的社会影响。当与现有的设计方法相结合时,基于主体的预测社会影响模型可以帮助提高产品实现积极社会影响的概率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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