CONSUMER BEHAVIOR MODELING OF "SMART" SCALES CHOOSING

被引:6
作者
Dorokhova, Liudmyla [1 ]
Nencheva, Iskra [2 ]
Dorokhov, Oleksandr [1 ]
Yermolenko, Oleksii [3 ]
Penev, Nikolay [4 ]
机构
[1] Univ Tartu, Tartu, Estonia
[2] Trakia Univ, Dept Management, Fac Econ, Stara Zagora, Bulgaria
[3] Simon Kuznets Kharkiv Natl Univ Econ, Kharkiv, Ukraine
[4] Trakia Univ, Dept Econ, Fac Econ, Stara Zagora, Bulgaria
来源
ACCESS-ACCESS TO SCIENCE BUSINESS INNOVATION IN THE DIGITAL ECONOMY | 2024年 / 5卷 / 01期
关键词
consumer behavior; customer choice; diagnostic scale; product evaluation; multicriteria modeling; INTERDISCIPLINARY RESEARCH;
D O I
10.46656/access.2024.5.1(9)
中图分类号
F [经济];
学科分类号
02 ;
摘要
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.
引用
收藏
页码:141 / 162
页数:22
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