Narrowcast Advertising Retail Metrics: A Simulation with Fuzzy Product Profitability Potential

M. Alexiuk, N. Pizzi, G. Sawatzky, W. Pedrycz
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Abstract

Narrowcast advertising is becoming a prominent means to modify retail product consumption. This consumption is directed to maximize profit despite changes in consumer preferences and is effected by changes to the number of advertising impressions and their product content. The profitability potential of a product quantifies possible future earnings for a retail outlet and is a useful tool for retail decision makers. Common retail metrics, such as sales data, surveys of consumer product preferences, and advertising impressions, can be fused to robustly define product profitability potential. This paper evaluates several profitability potential definitions that fuse three common retail measurements encoded as fuzzy sets. The simulation considers a pool of consumers who act on their product preferences and modify these preferences in response to advertising. The retail outlet modifies advertising playout in an attempt to maximize profit. Control retail outlets compare results across the same initial consumer population and price structure. Profitability definitions that included advertising impressions performed well against other definitions.
窄投广告零售指标:模糊产品盈利潜力的模拟
窄播广告正成为改变零售产品消费的重要手段。尽管消费者的偏好发生了变化,但这种消费的目的是实现利润最大化,并受到广告印象数量及其产品内容变化的影响。产品的盈利潜力量化了零售商店未来可能的收益,是零售决策者的有用工具。常见的零售指标,如销售数据、消费者产品偏好调查和广告印象,可以融合在一起,以确定产品的盈利潜力。本文评估了几种潜在盈利能力的定义,这些定义融合了三种常见的零售测量编码为模糊集。该模拟考虑了一群消费者,他们根据自己的产品偏好行事,并根据广告修改这些偏好。零售店修改广告布局,试图使利润最大化。控制零售网点比较相同初始消费人群和价格结构的结果。包括广告印象在内的盈利能力定义与其他定义相比表现良好。
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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