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An efficient airline seat reallocation algorithm considering customer dissatisfaction

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  • Ko, Young Dae
  • Kwag, Sung Il
  • Oh, Yonghui

Abstract

Nowadays, many airlines tend to provide an advance seat selection service to maximize customer satisfaction to secure market shares in the competitive air transport market. However, the preassigned seat configuration of certain flight legs can be changed often due to aircraft changes for certain reasons, such as maintenance and reservation rates. Then certain customer's seat features, such as row location, position of aisle/window, relative location, and position with the same group member can be different before/after the change, and it can lead to huge customer dissatisfaction. Therefore, an efficient airline seat reallocation algorithm to minimize customer dissatisfaction is introduced in this study, which is based on mathematical model-based optimization with several types of objective functions that reflect customer dissatisfaction levels. A numerical example is performed to validate the developed airline seat reallocation algorithm, and an additional analysis is also executed to derive important insight.

Suggested Citation

  • Ko, Young Dae & Kwag, Sung Il & Oh, Yonghui, 2020. "An efficient airline seat reallocation algorithm considering customer dissatisfaction," Journal of Air Transport Management, Elsevier, vol. 85(C).
    • Handle: RePEc:eee:jaitra:v:85:y:2020:i:c:s0969699719305368
    DOI: 10.1016/j.jairtraman.2020.101792
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    1. Notomista, Gennaro & Selvaggio, Mario & Sbrizzi, Fiorentina & Di Maio, Gabriella & Grazioso, Stanislao & Botsch, Michael, 2016. "A fast airplane boarding strategy using online seat assignment based on passenger classification," Journal of Air Transport Management, Elsevier, vol. 53(C), pages 140-149.
    2. Ko, Young Dae, 2019. "The airfare pricing and seat allocation problem in full-service carriers and subsidiary low-cost carriers," Journal of Air Transport Management, Elsevier, vol. 75(C), pages 92-102.
    3. O'Connell, John F. & Warnock-Smith, David, 2013. "An investigation into traveler preferences and acceptance levels of airline ancillary revenues," Journal of Air Transport Management, Elsevier, vol. 33(C), pages 12-21.
    4. Jiang, Hongwei & Zhang, Yahua, 2016. "An investigation of service quality, customer satisfaction and loyalty in China's airline market," Journal of Air Transport Management, Elsevier, vol. 57(C), pages 80-88.
    5. Park, Jin-Woo & Robertson, Rodger & Wu, Cheng-Lung, 2004. "The effect of airline service quality on passengers’ behavioural intentions: a Korean case study," Journal of Air Transport Management, Elsevier, vol. 10(6), pages 435-439.
    6. Rico Merkert & James Pearson, 2015. "A Non-parametric Efficiency Measure Incorporating Perceived Airline Service Levels and Profitability," Journal of Transport Economics and Policy, University of Bath, vol. 49(2), pages 261-275, April.
    7. Kim, Yu Kyoung & Lee, Hyung Ryong, 2011. "Customer satisfaction using low cost carriers," Tourism Management, Elsevier, vol. 32(2), pages 235-243.
    8. Chen, Fang-Yuan & Chang, Yu-Hern, 2005. "Examining airline service quality from a process perspective," Journal of Air Transport Management, Elsevier, vol. 11(2), pages 79-87.
    9. Hazledine, Tim, 2011. "Legacy carriers fight back: Pricing and product differentiation in modern airline marketing," Journal of Air Transport Management, Elsevier, vol. 17(2), pages 130-135.
    10. Kos Koklic, Mateja & Kukar-Kinney, Monika & Vegelj, Spela, 2017. "An investigation of customer satisfaction with low-cost and full-service airline companies," Journal of Business Research, Elsevier, vol. 80(C), pages 188-196.
    11. Milne, R. John & Kelly, Alexander R., 2014. "A new method for boarding passengers onto an airplane," Journal of Air Transport Management, Elsevier, vol. 34(C), pages 93-100.
    12. Pearson, James & Merkert, Rico, 2014. "Airlines-within-airlines: A business model moving East," Journal of Air Transport Management, Elsevier, vol. 38(C), pages 21-26.
    13. Chen, Ching-Fu, 2008. "Investigating structural relationships between service quality, perceived value, satisfaction, and behavioral intentions for air passengers: Evidence from Taiwan," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(4), pages 709-717, May.
    14. Atallah, Stephanie & Hotle, Susan L. & Mumbower, Stacey, 2018. "The evolution of low-cost Carrier operational strategies pre- and post-recession," Journal of Air Transport Management, Elsevier, vol. 73(C), pages 87-94.
    15. Park, Jin-Woo, 2007. "Passenger perceptions of service quality: Korean and Australian case studies," Journal of Air Transport Management, Elsevier, vol. 13(4), pages 238-242.
    16. Claire Dennet't & ELIZABETH M. INESON & GRAHAM J. STONE & MARK COLGATE, 2000. "Pre-bookable Services in the Chartered Airline Industry: Increasing Satisfaction through Differentiation," The Service Industries Journal, Taylor & Francis Journals, vol. 20(2), pages 82-94, April.
    17. Shannon W. Anderson & L. Scott Baggett & Sally K. Widener, 2009. "The Impact of Service Operations Failures on Customer Satisfaction: Evidence on How Failures and Their Source Affect What Matters to Customers," Manufacturing & Service Operations Management, INFORMS, vol. 11(1), pages 52-69, November.
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    2. Zhang, Le & Duan, Peng & Jiang, Hai, 2024. "Modeling joint row- and column-wise correlation in air passenger seat selection: A cross-nested logit approach," Journal of Air Transport Management, Elsevier, vol. 114(C).

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