Ali Emre KARAÖZ, Göknur Arzu AKYÜZ, Kemal TEKİN

TEDARİKÇİ SEÇİMİ UYGULAMALARI: BİLGİ VE İLETİŞİM TEKNOLOJİLERİ PERSPEKTİFLİ BİR LİTERATÜR TARAMASI

: Tedarik zinciri yönetimi içerisinde gittikçe stratejik önem kazanan tedarikçi seçim süreci; literatürde birbiriyle çatışan birden fazla objektif ve subjektif kriteri bünyesinde barındıran bir çok kriterli karar alma problemi olarak ele alınmaktadır. Bu çalışmada, çağımızın en önemli sektörlerinden birisi olan ve diğer sektörler için kaldıraç görevi gören bilgi iletişim teknolojileri (BİT) alanında faaliyet gösteren işletmelere ürün ve hizmet sağlayan tedarikçilerin seçimi konusu için, içerisinde seçim uygulamaları bulunan farklı sektörlerde yapılan çalışmalar incelenmiştir. BİT sektörünün güncel bir alan olması nedeniyle, 2000 yılından sonra yapılan çalışmalara odaklanılmıştır. Uygulanan yöntemler ve seçim kriterleri sektörel bazda ve karşılaştırmalı olarak değerlendirilerek BİT alanında kullanılabilecek kriter kümesi ve modeller ortaya konulmuştur. Çalışma, BİT odaklı olması ve mevcut metotlar ile kriter setlerinin detaylı analiziyle literatüre katkıda bulunur ve bu anlamda hem BİT, hem de diğer teknoloji sektörlerine ışık tutar niteliktedir.

Suplier Selection Applications: A Review from Information and Communication Technologies Perspective

Supplier selection process, which is gaining increasingly strategic importance in supply chain management, is treated as a multi-criteria decision-making problem inherently containing multiple conflicting, objective as well as subjective criteria. Being one of the most important sectors in this era, information and communications (ICT) sector acts as the leverage for other sectors. In this study, a survey is performed on the supplier selection applications from different sectors for the problem of supplier selection for the companies providing goods and services to ICT sector. Because of the contemporary nature of the ICT sector, the study mainly focused on resources after year 2000. Applied methods and selection criteria existing in extant literature are evaluated comparatively on a sectoral basis, and models and set of criteria that can be applicable to ICT sector are revealed. This study contributes to the literature by its focus on ICT and detailed analysis of the existing methods and criteria sets, and sheds light to both ICT and other technology-intensive sectors.

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Aksoy, A., Öztürk, N., 2011, “Supplier Selection and Performance Evaluation in Just-In-Time Production Environments”, Expert Systems with Applications, Vol. 38, pp. 6351-6359.
Alyanak, G., Armane, Ö., 2009, “An Integrated Supplier Selection and Order Allocation Approach in a Battery Company”, Endüstri Mühendisliği Dergisi, Vol. 19, No.9, pp. 2-19.
Amin, S.H., Razmi, J., 2009, “An Integrated Fuzzy Model for Supplier Management: A Case Study of ISP Selection and Evaluation”, Expert Systems with Applications, Vol. 36, pp. 8639–8648.
Amin, S.H., Zhang, G., 2012, “An Integrated Model for Closed-Loop Supply Chain Configuration and Supplier Selection: Multi-Objective Approach”, Expert Systems with Applications, Vol. 39, pp. 6782– 6791.
Ar, M.İ., Gökşen H., Tuncer M.A., 2015, “Kablo Sektöründe Tedarikçi Seçimi İçin Bütünleşik DEMATELAAS-VIKOR Yönteminin Kullanılması”, Ege Akademik Bakış, Vol. 15, No. 2, pp. 285-300.
Behzadian M., Khanmohammadi Otaghsara S., Yazdani M., Ignatius J., 2012, “A state-of the-art survey of TOPSIS applications”, Expert Systems with Applications, Vol. 39, pp. 13051-13069.
Chan, F.T.S., 2003, “Interactive Selection Model for Supplier Selection Process: An Analytical Hierarchy Process Approach”, International Journal of Production Research, Vol. 41, No. 15, pp. 3549–3579.
Chan, F.T.S., Chan, H.K., 2004, “Development of The Supplier Selection Model - A Case Study in The Advanced Technology Industry”, Journal of Engineering Manufacture, Vol. 218, pp. 1807-1824.
Chen, P.S., Wu, M.T., 2013, “A Modified Failure Mode and Effects Analysis Method for Supplier Selection Problems in the Supply Chain Risk Environment: A Case Study”, Computers & Industrial Engineering, Vol. 66, pp. 634–642.
Chen, K.L., Yeh, C.C., Huang, J.C., 2014, “Supplier Selection Using a Hybrid Model for 3C Industry”, Journal of Business Economics and Management, Vol. 14, No. 4, pp. 631-645.
Chou, S.Y., Chang, Y.H., 2008, “A Decision Support System for Supplier Selection Based on A AtrategyAligned Fuzzy SMART Approach”, Expert Systems with Applications, Vol. 34, pp. 2241–2253.
Erdal, M. 2011, Satın Alma ve Tedarik Zinciri Yönetimi, Beta Basım, İstanbul, Türkiye.
Fazlollahtabar, H., Mahdavi, I., Ashoori, M.T., Kaviani, S., Mahdavi-Amiri, N., 2011, “A Multi-Objective Decision-Making Process of Supplier Selection and Order Allocation for Multi-Period Scheduling in An Electronic Market”, International Journal of Advanced Manufacturing Technology, Vol. 52, pp. 1039–1052.
Golmohammadi, D., 2011, “Neural Network Application for Fuzzy Multi-Criteria Decision Making Problems”, International Journal of Computer Integrated Manufacturing, Vol. 131, pp. 490-504.
Hruska R., Prusa P., Babic D., 2014, “The Use of AHP Method for Selection of Supplier”, Transport, Vol. 29, No. 2, pp. 195-203.
Huang, J.D., Hu, M.H., 2013, “Two-Stage Solution Approach for Supplier Selection: A Case Study in a Taiwan Automotive Industry”, International Journal of Computer Integrated Manufacturing, Vol. 26, No. 3, pp. 237–251.
Huang, S.H., Keskar, H., 2007, “Comprehensive and configurable metrics for supplier selection”, International Journal of Production Economics, Vol. 105, pp. 510-538.
Jadidi O., Hong, T.S., Firouzi, F., 2009, “TOPSIS Extension for Multi-Objective Supplier Selection Problem under Price Breaks”, International Journal of Management Science and Engineering Management, Vol. 4, No. 3, pp. 217-229.
Kasirian, M.N., Yusuff R.M., 2013, “An Integration of A Hybrid Modified TOPSIS with A PGP Model for the Supplier Selection with Interdependent Criteria”, International Journal of Production Research, Vol. 51, No. 4, pp. 1037–1054.
Kumar, S., Kumar, S., Barman, A. G., 2018, “Supplier selection using fuzzy TOPSIS multi criteria model for a small scale steel manufacturing unit”, Procedia Computer Science, Vo. 133, pp. 905 – 912.
Kuo R.J., Lee L.Y., Hu T.L., 2010a, “Developing a Supplier Selection System Through Integrating Fuzzy AHP and Fuzzy DEA: A Case Study on an Auto Lighting System Company in Taiwan”, Production Planning & Control, Vol. 21, No. 5, pp. 468-484.
Kuo, R.J., Wang, Y.C., Tien, F.C., 2010b, “Integration of Artificial Neural Network and MADA Methods for Green Supplier Selection”, Journal of Cleaner Production, Vol. 18, pp. 1161-1170.
Kuo, R.J., Lin, Y.J., 2012, “Supplier Selection Using Analytic Network Process and Data Envelopment Analysis”, International Journal of Production Research, Vol. 50, No. 11, pp. 2852–2863.
Liao, A.K., Chang, K.L., Tzeng-Wei, T., 2010, “Optimal Selection of Program Suppliers for TV Companies Using An Analytic Network Process ANP) Approach”, Asia-Pacific Journal of Operational Research, Vol. 27, No. 6, pp. 753-767.
Lin, C.T., Chen, C.B., Ting, Y.C., 2011, “An ERP Model for supplier selection in electronics industry”, Expert Systems with Applications, 38, pp. 1760–1765.
Madhukant, J., 2009, “Retail Management. India: Gennext Publication.
Narasimhan, R., Talluri, S., Mendez, D., 2001, Supplier Evaluation and Rationalization via Data Envelopment Analysis: An Empirical Examination”, The Journal of Supply Chain Management, Vol. Summer 2010, pp. 28-37.
Özel B., Özyörük, B., 2007, “Bulanık Aksiyomatik ile Tedarikçi Firma Seçimi, Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi, 22/3, 415-423.
Pitchipoo, P., Venkumar, P., Rajakarunakaran, S., 2015, Grey Decision Model for Supplier Evaluation and Selection in Process Industry: A Comparative Perspective”, International Journal of Advanced Manufacturing Technology, Vol. 76, pp. 2059-2069.
Pramanik, D., Haldar, A., Mondal, S.C., Naskar, S.K., Ray, A., 2017, “Resilient Supplier Selection Using AHP-TOPSIS-QFD Under A Fuzzy Environment”, International Journal of Management Science and Engineering Management, Vol. 12, No. 1, pp. 45-54.
Safa, M., Shahi, A., Haas, C.T., Hipel, K.W., 2014, “Supplier Selection Process in An Integrated Construction Materials Management Model”, Automation in Construction, Vol. 48, pp. 64–73.
Sarı, T., Timor, M., 2016, “Integrated Supplier Selection Model Using ANP, Taguchi Loss ve Promethee Methods”, Journal of Applied Quantitative Methods, Vol. 11, No. 1, pp. 19-34.
Sarkis, J., Talluri S., 2002, “A Model for Strategic Supplier Selection”, The Journal of Supply Chain Management, Vol. Winter 2002, pp. 18-28.
Shahroudi, K., Rouydel, H., 2012, “Using a Multi-Criteria Decision Making Approach ANP-TOPSIS) to Evaluate Suppliers in Iran’s Auto Industry”, International Journal of Applied Operational Research, Vol. 2, No. 2, pp. 37-48.
Shen, K.Y., Zavadskas E. K., Tzeng G. H., 2018, “Updated discussions on ‘Hybrid multiple criteria decision making methods: a review of applications for sustainability issues’”, Economic Research, Vol. 31, No. 1, pp. 1437-1452.
Shyur, H.J., Shih, H.S., 2006, “A Hybrid MCDM Model for Strategic Vendor Selection”, Mathematical and Computer Modelling, Vol. 44, pp. 749–761.
Supçiller, A.A., Çapraz, O., 2011, “AHP-TOPSIS Yöntemine Dayalı Tedarikçi Seçimi Uygulaması”, İstanbul Üniversitesi İktisat Fakültesi Ekonometri ve İstatistik Dergisi, Vol. 13, pp. 1-22.
Tseng, Y.J., Lin, Y.H., 2005, “A Model for Supplier Selection and Tasks Assignment”, The Journal of American Academy of Business, Vol. 2, pp. 197-207.
Vahdani, B., Behzadi, S., Mousavi S.M., 2015, “Artificial Intelligence Model Based on LS-SVM for ThirdParty Logistics Provider Selection”, International Journal of Industrial Mathematics, Vol. 7, No. 4, pp. 301-311.
Wu, M., Liu, Z., 2011, “The Supplier Selection Application Based on Two Methods: VIKOR Algorithm with Entropy Method and Fuzzy TOPSIS with Vague Sets Method”, International Journal of Management Science, Vol. 6, No. 2, pp. 109-115.
Wu, W.Y., Sukoco, B.M., Li, C.Y., Chen, S.H., 2009, “An Integrated Multi-Objective Decision-Making Process for Supplier Selection with Bundling Problem”, Expert Systems with Applications, Vol. 36, 2 pp. 327–2337.
Wu, M.Y., Weng, Y.C., 2010, “A Study of Supplier Selection Factors for High-Tech Industries in the Supply Chain”, Total Quality Management & Business Excellence, Vol. 21, No. 4, pp. 391-413.
Yıldız, A., Yayla, A.Y., 2017, “Application of Fuzzy TOPSIS and Generalized Choquet Integral Methods to Select the Best Supplier”, Decision Science Letters, Vol. 6, pp. 137-150.
Zeydan, M., Çolpan, C., Çobanoğlu, C., 2011, “A Combined Methodology for Supplier Selection and Performance Evaluation”, Expert Systems with Applications, Vol. 38, pp. 2741-2751.