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Simulating customer experience and word-of-mouth in retail: a case study

机译:模拟零售业的客户体验和口碑:案例研究

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摘要

Agents offer a new and exciting way of understanding the world of work. In this paper we describe the development of agent-based simulation models, designed to help toudunderstand the relationship between people management practices and retail performance. We report on the current development of our simulation models which includes new features concerning the evolution of customers over time. To test the features we have conducted a series of experiments dealing with customer pool sizes,udstandard and noise reduction modes, and the spread of customers’ word of mouth. To validate and evaluate our model, we introduce new performance measure specific toudretail operations. We show that by varying different parameters in our model we can simulate a range of customer experiences leading to significant differences inudperformance measures. Ultimately, we are interested in better understanding the impact of changes in staff behavior due to changes in store management practices.udOur multi-disciplinary research team draws upon expertise from work psychologists and computer scientists. Despite the fact we are working within a relatively novel andudcomplex domain, it is clear that intelligent agents offer potential for fostering sustainable organizational capabilities in the future.
机译:座席提供了一种新颖而令人兴奋的方式来了解工作环境。在本文中,我们描述了基于代理的仿真模型的开发,旨在帮助理解人员管理实践与零售绩效之间的关系。我们报告了仿真模型的当前发展情况,其中包括与客户随时间的演变有关的新功能。为了测试这些功能,我们进行了一系列实验,涉及客户群规模,不合标准和降噪模式以及客户口碑传播的情况。为了验证和评估我们的模型,我们引入了针对过分操作的新性能指标。我们表明,通过改变模型中的不同参数,我们可以模拟一系列客户体验,从而导致 udperformance度量存在显着差异。最终,我们有兴趣更好地了解由于商店管理实践的变化而导致的员工行为变化的影响。 ud我们的多学科研究团队借鉴了工作心理学家和计算机科学家的专业知识。尽管事实上我们正在相对新颖和复杂的领域中工作,但很显然,智能代理为将来培养可持续的组织能力提供了潜力。

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