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Consumer Behavior Modeling - Fuzzy Logic Model for Air Purifiers Choosing

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  • Oleksandr Dorokhov
  • Liudmyla Dorokhova
  • Milica Delibasic
  • Justas Streimikis

Abstract

At the beginning, the article briefly describes the features of the marketing complex household goods. Also provides an overview of some aspects of the market for indoor air purifiers. The specific subject of the study was the process of consumer choice of household appliances for cleaning air in living quarters. The aim of the study was to substantiate and develop a computer model for evaluating by the potential buyers devices for air purification in conditions of vagueness and ambiguity of their consumer preferences.

Suggested Citation

  • Oleksandr Dorokhov & Liudmyla Dorokhova & Milica Delibasic & Justas Streimikis, 2017. "Consumer Behavior Modeling - Fuzzy Logic Model for Air Purifiers Choosing," Montenegrin Journal of Economics, Economic Laboratory for Transition Research (ELIT), vol. 13(4), pages 61-77.
  • Handle: RePEc:mje:mjejnl:v:13:y:2017:i:4:p:61-77
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    References listed on IDEAS

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    1. Urueña, Alberto & Hidalgo, Antonio, 2016. "Successful loyalty in e-complaints: FsQCA and structural equation modeling analyses," Journal of Business Research, Elsevier, vol. 69(4), pages 1384-1389.
    2. Mayya Valerianovna Dubovik & Venera Maratovna Timiryanova & Alexander Fedorovich Zimin, 2017. "Modeling of the Deferred Demand on the Market of Household Appliances," European Research Studies Journal, European Research Studies Journal, vol. 0(2B), pages 149-161.
    3. Aliya Bushra*, 2015. "Consumer culture and post-purchase behavior," Journal of Developing Areas, Tennessee State University, College of Business, vol. 49(6), pages 15-24, Special I.
    4. Seyyed Sajjad Mohtasham & Sedigheh Kobra Sarollahi & Delara Hamirazavi, 2017. "The effect of service quality and innovation on word of mouth marketing success," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 7(2), pages 229-245, August.
    5. A.M. Sakkthivel, 2012. "Modelling consumer choice (buying) and switching behaviour in a restricted marketing environment," International Journal of Electronic Finance, Inderscience Enterprises Ltd, vol. 6(1), pages 35-48.
    6. Haghnevis, Moeed & Askin, Ronald G. & Armbruster, Dieter, 2016. "An agent-based modeling optimization approach for understanding behavior of engineered complex adaptive systems," Socio-Economic Planning Sciences, Elsevier, vol. 56(C), pages 67-87.
    7. Richard, Marie-Odile & Chebat, Jean-Charles, 2016. "Modeling online consumer behavior: Preeminence of emotions and moderating influences of need for cognition and optimal stimulation level," Journal of Business Research, Elsevier, vol. 69(2), pages 541-553.
    8. de Villiers, Rouxelle, 2015. "Consumer brand enmeshment: Typography and complexity modeling of consumer brand engagement and brand loyalty enactments," Journal of Business Research, Elsevier, vol. 68(9), pages 1953-1963.
    9. Mohammad Hakkak & Hojjat Vahdati & Seyyed Hadi Mousavi Nejad, 2015. "Study the Role of Customer-Based Brand Equity in the Brand Personality Effect on Purchase Intention," International Journal of Asian Social Science, Asian Economic and Social Society, vol. 5(7), pages 369-381, July.
    10. Raghu Kurthakoti & Siva K. Balasubramanian & John H. Summey, 2016. "Understanding Consumer Attitudes Toward Web-based Communication Tools," International Journal of Marketing Studies, Canadian Center of Science and Education, vol. 8(3), pages 1-11, June.
    11. Armstrong, J Scott, 1991. "Prediction of Consumer Behavior by Experts and Novices," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 18(2), pages 251-256, September.
    12. Scheibehenne, Benjamin & von Helversen, Bettina & Rieskamp, Jörg, 2015. "Different strategies for evaluating consumer products: Attribute- and exemplar-based approaches compared," Journal of Economic Psychology, Elsevier, vol. 46(C), pages 39-50.
    13. Richard, Marie-Odile & Habibi, Mohammad Reza, 2016. "Advanced modeling of online consumer behavior: The moderating roles of hedonism and culture," Journal of Business Research, Elsevier, vol. 69(3), pages 1103-1119.
    14. Camilla Barbarossa & Patrick Pelsmacker, 2016. "Positive and Negative Antecedents of Purchasing Eco-friendly Products: A Comparison Between Green and Non-green Consumers," Journal of Business Ethics, Springer, vol. 134(2), pages 229-247, March.
    15. Elena-Madalina Vatamanescu & Bogdan Gabriel Nistoreanu & Andreea Mitan, 2017. "Competition and Consumer Behavior in the Context of the Digital Economy," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 19(45), pages 354-354, May.
    16. Constantin ANGHELACHE & Madalina Gabriela ANGHEL & Aurelian DIACONU, 2016. "Risk Aversion and Individual Preferences Modelling," Romanian Statistical Review Supplement, Romanian Statistical Review, vol. 64(1), pages 77-82, January.
    17. Bazargan, Amirhossein & Karray, Salma & Zolfaghari, Saeed, 2017. "Modeling reward expiry for loyalty programs in a competitive market," International Journal of Production Economics, Elsevier, vol. 193(C), pages 352-364.
    18. Ertz, Myriam & Karakas, Fahri & Sarigöllü, Emine, 2016. "Exploring pro-environmental behaviors of consumers: An analysis of contextual factors, attitude, and behaviors," Journal of Business Research, Elsevier, vol. 69(10), pages 3971-3980.
    19. de Oliveira, Marta Olivia Rovedder & Silveira, Cleo Schmitt & Luce, Fernando Bins, 2015. "Brand equity estimation model," Journal of Business Research, Elsevier, vol. 68(12), pages 2560-2568.
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