Abstract
Efficient marketing in which the right products are supplied to the right consumer plays a crucial role for a profitable business in the age of highly accessible and competitive global market. This fact enforces producers to clearly identify and analyze the needs of consumers and to display their products respecting locality based on customers’ needs. The position of the business is strengthened within the market and its competiveness increases by supplying and displaying the products suitable to regional consumers’ preferences. In this study, an integral fuzzy multi criteria decision making technique is proposed for an effective decision making process to select the most suitable display products to the consumers’ needs and preferences. The approach has been applied to identify the most suitable set of modular furniture products to be displayed at a local store that locates in Bursa city of Turkey. The approach uses Fuzzy DEMATEL method to work out the interrelations of chosen criteria, which are weighted with Fuzzy ANP and finally suggest a rank-based list of products with Fuzzy PROMETHEE. The results are verified with the expert view and found very useful.
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References
Ömürbek, N., Şimşek, A.: Analitik Hiyerarşi Süreci ve Analitik Ağ Süreci Yöntemleriyle Online Alışveriş Site Seçimi. J. Manag. Econ. Res. 22, 306 (2014)
Pamučar, D., Mihajlović, M., Obradović, R., Atanasković, P.: Novel approach to group multi-criteria decision making based on interval rough numbers: Hybrid DEMATEL-ANP-MAIRCA model. Expert Syst. Appl. 88, 58–80 (2017)
Uygun, Ö., Dede, A.: Performance evaluation of green supply chain management using integrated fuzzy multi-criteria decision making techniques. Comput. Ind. Eng. 102, 502–511 (2016)
Vulević, T., Dragović, N.: Multi-criteria decision analysis for sub-watersheds ranking via the PROMETHEE method. Int. Soil Water Conserv. Res. 5(1), 50–55 (2017)
Gul, M., Celik, E., Gumus, A.T., Guneri, A.F.: A fuzzy logic based PROMETHEE method for material selection problems. Beni-Suef Univ. J. Basic Appl. Sci. 7(1), 68–79 (2017)
Bongo, M.F., Alimpangog, K.M.S., Loar, J.F., Montefalcon, J.A., Ocampo, L.A.: An application of DEMATEL-ANP and PROMETHEE II approach for air traffic controllers’ workload stress problem: a case of Mactan Civil Aviation Authority of the Philippines. J. Air Transp. Manag. 68, 198–213 (2017)
Kilic, H.S., Zaim, S., Delen, D.: Selecting ‘The Best’ ERP system for SMEs using a combination of ANP and PROMETHEE methods. Expert Syst. Appl. 42(5), 2343–2352 (2015)
Ömürbek, N., Karaatlı, M., Eren, H., Şanlı, B.: AHP Temelli PROMETHEE Sıralama Yöntemi ile Hafif Ticari Araç Seçimi. Süleyman Demirel Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, vol. 19, no. 4, pp. 47–64, December 2014
Öztoprak, E.: Kiralama Yoluyla Araba Temin Eden Bir İşletmede AHP Yöntemi Uygulaması. Atatürk Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, vol. 18, no. 2, pp. 337–348, October 2014
Efe, B., Boran, F., Kurt, M.: Sezgisel Bulanık Topsis Yöntemi Kullanılarak Ergonomik Ürün Konsept Seçimi. Mühendislik Bilimleri ve Tasarım Dergisi, vol. 3, no. 3, pp. 433–440, December 2015
Karaoğlan, S.: DEMATEL Ve VIKOR Yöntemleriyle Dış Kaynak Seçimi: Otel İşletmesi Örneği. Akademik Bakış Uluslararası Hakemli Sosyal Bilimler Dergisi, no. 55, pp. 9–24, September 2016
Lin, C.-J., Wu, W.-W.: A causal analytical method for group decision-making under fuzzy environment. Expert Syst. Appl. 34(1), 205–213 (2008)
Organ, A.: Bulanık Dematel Yöntemiyle Makine Seçimini Etkileyen Kriterlerin Değerlendirilmesi. Çukurova Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, vol. 22, no. 1, pp. 157–172, December 2013
Aksakal, E., Dağdeviren, M.: ANP Ve DEMATEL Yöntemlerı̇ Ile Personel Seçı̇mı̇ Problemı̇ne Bütünleşi̇k Bir Yaklaşım. Gazi Üniv. Müh. Mim. Fak. Der. vol. 25, no. 4, pp. 905–913 (2010)
Yücenur, G.N.: Turizm Sektöründe Strateji Seçimi için Bulanık Veriler Yardımıyla Hiyerarşik Ağ Modeli ve SWOT Analizi: Türkiye Örneği. Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi, vol. 21, no. 5, September 2017
Dargi, A., Anjomshoae, A., Galankashi, M.R., Memari, A., Tap, M.B.M.: Supplier selection: a fuzzy-ANP approach. Proc. Comput. Sci. 31, 691–700 (2014)
Chang, D.-Y.: Applications of the extent analysis method on fuzzy AHP. Eur. J. Oper. Res. 95(3), 649–655 (1996)
Le Téno, J.F., Mareschal, B.: An interval version of PROMETHEE for the comparison of building products’ design with ill-defined data on environmental quality. Eur. J. Oper. Res. 109(2), 522–529 (1998)
Yılmaz, B., Dağdeviren, M.: Ekipman Seçimi Probleminde PROMETHEE ve Bulanık PROMETHEE Yöntemlerinin Karşılaştırmalı Analizi. Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi, vol. 25, no. 4, pp. 811–826 (2010)
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Uygun, Ö., Güven, İ., Şimşir, F., Aydin, M.E. (2018). Selecting Display Products for Furniture Stores Using Fuzzy Multi-criteria Decision Making Techniques. In: Pimenidis, E., Jayne, C. (eds) Engineering Applications of Neural Networks. EANN 2018. Communications in Computer and Information Science, vol 893. Springer, Cham. https://doi.org/10.1007/978-3-319-98204-5_15
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