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Interval Type-2 Trapezoidal Fuzzy AHP: Evaluation of Sustainable Port Service Quality Factors

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Analytic Hierarchy Process with Fuzzy Sets Extensions

Part of the book series: Studies in Fuzziness and Soft Computing ((STUDFUZZ,volume 428))

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Abstract

Port service quality stands in a vital position in port competitiveness. In this study, we aimed to prioritize the Sustainable Port Service Quality (SPSQ) factors. Firstly, we investigated the SPSQ factors with the help of the related literature. We determined 3 main, and 15 sub-criteria evaluate the SPSQ. Survey questionnaire forms were sent to the experts who perform in several different areas in the port sector. Afterward, we employed the interval type-2 fuzzy analytic hierarchy process (IT2-FAHP) to weighting the identified criteria. According to the results, the economic main criteria were selected as the most prioritized criteria for experts’ evaluations. Furthermore, C1.2. “Efficiency of Loading and Discharging Operations” and C1.5 “Port Infrastructure” and C3.1. “Environmentally Responsible Operations (Waste Management etc.)” were evaluated as the most three prioritized sub-criteria with the highest scores respectively. This study contributed to the literature in two different unique ways; (1) revealing the SPSQ criteria and (2) employing the IT2-FAHP method to prioritize the port service quality criteria. Identified service quality model can be used for port practitioners and findings may be applied as recommendations for port practitioners to have a greater influence on their customers.

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References

  1. Abdullah L, Najib L (2014) A new type-2 fuzzy set of linguistic variables for the fuzzy analytic hierarchy process. Expert Syst Appl 41(7):3297–3305

    Article  Google Scholar 

  2. Akyuz E, Celik M (2014) A hybrid decision-making approach to measure effectiveness of safety management system implementations on-board ships. Saf Sci 68:169–179

    Article  Google Scholar 

  3. Akyuz E, Celik E (2016) A modified human reliability analysis for cargo operation in single point mooring (SPM) off-shore units. Appl Ocean Res 58:11–20

    Article  Google Scholar 

  4. Akyuz E, Celik M (2017) Using of A’WOT to design an enhanced planned maintenance system (e-pms) on-board ship. Brodogradnja/Shipbuilding 68(1):61–75

    Google Scholar 

  5. Akyuz E, Karahalios H, Celik M (2016) Assessment of the maritime labour convention compliance using balanced scorecard and analytic hierarchy process approach. Marit Policy Manag 42(2):145–162

    Article  Google Scholar 

  6. Aminifar S, Marzuki A (2013) Uncertainty in interval type-2 fuzzy systems. Math Probl Eng 2013

    Google Scholar 

  7. Ang SH, Wight AM (2009) Building intangible resources: the stickiness of reputation. Corp Reput Rev 12(1):21–32

    Article  Google Scholar 

  8. Ayaz İS, Bucak U, Mollaoğlu M, Esmer S (2022) Resilience strategies of ports against Covid-19 in terms of Chaos theory. Mar Policy 146:105323

    Article  Google Scholar 

  9. Başhan V, Demirel H, Gul M (2020) A novel risk evaluation approach for frequently encountered risks in ship engine rooms. Brodogradnja: Teorija i praksa brodogradnje i pomorske tehnike 71(2):31–54

    Google Scholar 

  10. Bucak U, Arslan T, Demirel H, Balın A (2021) Analysis of strategies to reduce air pollution from vessels: a case for the strait of Istanbul. J ETA Marit Sci 9(1):22–30

    Google Scholar 

  11. Castillo O, Melin P (2012) A review on the design and optimization of interval type-2 fuzzy controllers. Appl Soft Comput 12(4):1267–1278

    Article  Google Scholar 

  12. Celik E, Akyuz E (2016) Application of interval type-2 fuzzy sets DEMATEL methods in maritime transportation: the case of ship collision. Int J Marit Eng 158(Part A4). https://doi.org/10.3940/rina.ijme.2016.a4.392

  13. Celik E, Gul M, Aydin N, Gumus AT, Guneri AF (2015) A comprehensive review of multi criteria decision making approaches based on interval type-2 fuzzy sets. Knowl-Based Syst 85:329–341

    Article  Google Scholar 

  14. Celik E, Gumus AT (2015) An assessment approach for non-governmental organizations in humanitarian relief logistics and an application in Turkey. Technol Econ Dev Econ 1-26. https://doi.org/10.3846/20294913.2015.1056277

  15. Celik E, Gumus AT, Erdogan M (2016) A new extension of the ELECTRE method based upon interval type-2 fuzzy sets for green logistic service providers evaluation. J Test Eval 44(5):1–15

    Article  Google Scholar 

  16. Cevik Onar S, Oztaysi B, Kahraman C (2014) Strategic decision selection using hesitant fuzzy TOPSIS and interval type-2 fuzzy AHP: a case study. Int J Comput Intell Syst 7(5):1002–1021

    Article  Google Scholar 

  17. Chen SM, Lee LW (2010) Fuzzy multiple attributes group decision-making based on the interval type-2 TOPSIS method. Expert Syst Appl 37(4):2790–2798

    Article  Google Scholar 

  18. Cho CH, Kim BI, Hyun JH (2010) A comparative analysis of the ports of Incheon and Shanghai: the cognitive service quality of ports, customer satisfaction, and post-behaviour. Total Qual Manag 21(9):919–930

    Article  Google Scholar 

  19. Chou CC (2010) AHP model for the container port choice in the multiple-ports region. J Mar Sci Technol 18(2):8

    Article  Google Scholar 

  20. Dereli T, Altun K (2013) Technology evaluation through the use of interval type-2 fuzzy sets and systems. Comput Ind Eng 65(4):624–633

    Article  Google Scholar 

  21. Gerlitz L, Meyer C (2021) Small and medium-sized ports in the ten-t network and nexus of Europe’s twin transition: the way towards sustainable and digital port service ecosystems. Sustainability 13(8):4386

    Article  Google Scholar 

  22. Gul M, Celik E, Akyuz E (2017) A hybrid risk-based approach for maritime applications: the case of ballast tank maintenance. Hum Ecol Risk Assess 23(6):1389–1403

    Article  Google Scholar 

  23. Ha MS (2003) A comparison of service quality at major container ports: implications for Korean ports. J Transp Geogr 11(2):131–137

    Article  Google Scholar 

  24. Hu QM, Hu ZH, Du Y (2014) Berth and quay-crane allocation problem considering fuel consumption and emissions from vessels. Comput Ind Eng 70:1–10

    Article  Google Scholar 

  25. Hwang J, Han H (2014) Examining strategies for maximizing and utilizing brand prestige in the luxury cruise industry. Tour Manag 40:244–259

    Article  Google Scholar 

  26. Kahraman C, Öztayşi B, Sarı İU, Turanoğlu E (2014) Fuzzy analytic hierarchy process with interval type-2 fuzzy sets. Knowl-Based Syst 59:48–57

    Article  Google Scholar 

  27. Karnik NN, Mendel JM (2001) Operations on type-2 fuzzy sets. Fuzzy Sets Syst 122(2):327–348

    Article  MathSciNet  MATH  Google Scholar 

  28. Kolanović I, Dundović Č, Jugović A (2011) Customer-based port service quality model. Promet-Traffic Transp 23(6):495–502

    Article  Google Scholar 

  29. Lu J, Gong X, Wang L (2011) An empirical study of container terminal’s service attributes. J Serv Sci Manag 4(01):97

    Google Scholar 

  30. Mathew M, Chakrabortty RK, Ryan MJ (2020) Selection of an optimal maintenance strategy under uncertain conditions: an interval type-2 fuzzy AHP-TOPSIS method. IEEE Trans Eng Manag

    Google Scholar 

  31. Meisel F, Bierwirth C (2013) A framework for integrated berth allocation and crane operations planning in seaport container terminals. Transp Sci 47(2):131–147

    Article  Google Scholar 

  32. Mendel JM (2007) Type-2 fuzzy sets and systems: an overview. IEEE Comput Intell Mag 2(1):20–29

    Article  Google Scholar 

  33. Mendel JM, John RIB (2002) Type-2 fuzzy sets made simple. IEEE Trans Fuzzy Syst 10(2):117–127

    Article  Google Scholar 

  34. Muntean MC, Nechita D, Nistor C, Şarpe D (2010) Port management importance in port activities development. In: The 3rd Wseas international conference on urban planning and transportatıon (Upt’10), Latest trends on urban planning and transportation, mathematics and computers in science and engineering, A series of reference books and textbooks. Corfu Island, Greece, July, pp 22–24

    Google Scholar 

  35. Pak JY, Thai VV, Yeo GT (2015) Fuzzy MCDM approach for evaluating intangible resources affecting port service quality. Asian J Ship Logist 31(4):459–468

    Article  Google Scholar 

  36. Saaty TL (1980) The analytic hierarchy process. McGraw-Hill, New York

    MATH  Google Scholar 

  37. Soner O, Celik E, Akyuz E (2017) Application of AHP and VIKOR methods under interval type 2 fuzzy environment in maritime transportation. Ocean Eng 129:107–116

    Article  Google Scholar 

  38. Thai VV (2008) Service quality in maritime transport: conceptual model and empirical evidence. Asia Pac J Market Logist

    Google Scholar 

  39. Thai VV (2016) The impact of port service quality on customer satisfaction: the case of Singapore. Marit Econ Logist 18(4):458–475

    Google Scholar 

  40. Tongzon J (2002) Port choice determinants in a competitive environment. In: IAME Panama 2002 conference proceedings, Panama

    Google Scholar 

  41. Tongzon JL (2009) Port choice and freight forwarders. Transp Res Part E Logist Transp Rev 45(1):186–195

    Article  Google Scholar 

  42. Ugboma C, Ibe C, Ogwude IC (2004) Service quality measurements in ports of a developing economy: Nigerian ports survey. Manag Serv Qual Int J

    Google Scholar 

  43. Wang Z, Subramanian N, Abdulrahman MD, Cui H, Wu L, Liu C (2017) Port sustainable services innovation: Ningbo port users’ expectation. Sustain Prod Consum 11:58–67

    Article  Google Scholar 

  44. Wiegmans BW, Geerlings H (2010) Sustainable port innovations: barriers and enablers for successful implementation. World Rev Intermodal Transp Res 3(3):230–250

    Article  Google Scholar 

  45. Woo SH, Pettit S, Beresford AK (2011) Port evolution and performance in changing logistics environments. Marit Econ Logist 13(3):250–277

    Article  Google Scholar 

  46. Yeo K, Lee H, Oh S (2004) Extraction of port selection factors for increasing shippers’ attraction of small and medium ports (written in Korean). J Ship Logist 43(4):33–53

    Google Scholar 

  47. Yeo GT, Thai VV, Roh SY (2015) An analysis of port service quality and customer satisfaction: the case of Korean container ports. Asian J Ship Logist 31(4):437–447

    Article  Google Scholar 

  48. Yuen CLA, Zhang A, Cheung W (2012) Port competitiveness from the users’ perspective: an analysis of major container ports in China and its neighboring countries. Res Transp Econ 35(1):34–40

    Article  Google Scholar 

  49. Zadeh LA (1975) The concept of a linguistic variable and its application to approximate reasoning—II. Inf Sci 8(4):301–357

    Article  MathSciNet  MATH  Google Scholar 

  50. Zehendner E, Feillet D (2014) Benefits of a truck appointment system on the service quality of inland transport modes at a multimodal container terminal. Eur J Oper Res 235(2):461–469

    Article  MathSciNet  MATH  Google Scholar 

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Correspondence to Muhammet Gul .

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Mollaoglu, M., Gurturk, M., Celik, E., Gul, M. (2023). Interval Type-2 Trapezoidal Fuzzy AHP: Evaluation of Sustainable Port Service Quality Factors. In: Kahraman, C., Cebi, S. (eds) Analytic Hierarchy Process with Fuzzy Sets Extensions. Studies in Fuzziness and Soft Computing, vol 428. Springer, Cham. https://doi.org/10.1007/978-3-031-39438-6_2

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