Consumer behavior modeling of “smart” scales choosing

L. Dorokhova, Iskra Nencheva, O. Dorokhov, O. Yermolenko, Nikolay Penev
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Abstract

Objectives: at the beginning considered approaches for analysis of consumer behavior, its evolution, basic principles, advantages; in relation to products and household goods of daily demand, and factors affecting behavior and choice; the goal of the study was to develop a model for consumer comparative assessment of products offered on the market based on a comparison of the basic user and technical characteristics of these products that are important to potential buyers. Methods/Approach: was developed buyer’s multicriteria model for the estimation and selection of household smart diagnostic scales using the methodology of fuzzy modelling; were given groups of users of household diagnostic scales for monitoring the state of the body on the Ukrainian market; consumer criteria when buyers choose smart scales had been identified, described and formalized; as a method of modeling, fuzzy logic was chosen, because this approach allows accurately reflect consumer preferences and potential choice. Results: applied model for estimating qualities of smart scales by customers in Matlab was developed; the membership functions and terms were defined and constructed, as well as fuzzy rules to make decisions on the estimation of compared smart scales; the numerical example for scales presented on the market was given. Conclusions: calculations and analyze of results confirmed the applicability of the proposed approach and its correctness for modeling consumer behavior by fuzzy logic models; the prospects of application, development, and improvement of the developed model and the proposed approach were determined.
选择 "智能 "衡器的消费者行为建模
目标:首先考虑分析消费者行为的方法、其演变、基本原则、优势;与日常需求的产品和 家庭用品有关的问题,以及影响行为和选择的因素;研究的目标是在比较这些产品对潜在 购买者很重要的基本用户和技术特征的基础上,开发一个消费者比较评估市场上提供的产 品的模型。方法/途径:使用模糊建模方法开发了用于估计和选择家用智能诊断秤的买方多标准模型;给定了用于监测乌克兰市场上人体状态的家用诊断秤用户群体;确定、描述和正式化了买方选择智能秤时的消费者标准;选择模糊逻辑作为建模方法,因为这种方法可以准确反映消费者的偏好和潜在选择。结果:在 Matlab 中开发了客户估算智能秤质量的应用模型;定义并构建了成员函数和术语,以及对比较智能秤的估算进行决策的模糊规则;给出了市场上出现的秤的数字示例。结论:计算和结果分析证实了所提方法的适用性及其通过模糊逻辑模型为消费者行为建模的正确性;确定了所开发模型和所提方法的应用、发展和改进前景。
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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