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2020 | OriginalPaper | Buchkapitel

Analysing Customer Satisfaction of Civil Aviation Companies of Turkey with Text Mining

verfasst von : Serkan Eti, Filiz Mızrak

Erschienen in: Strategic Outlook for Innovative Work Behaviours

Verlag: Springer International Publishing

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Abstract

This study is aimed to determine the issues that affect customer satisfaction in mobile applications to airline companies. In this context, five of the largest airlines operating in Turkey (Turkish Airlines, Pegasus, Atlasjet, AnadoluJet, SunExpress) were included in the study. Customer reviews in the Apple Store application of these companies were provided. On the other hand, these comments were analysed by data mining method using KNIME program. Thus, the single word, binary word and triple word groups were determined the most in these comments. These words were then categorized according to their respective fields. As a result, it has been determined that customers pay attention to the functionality in mobile applications. In addition, technical competence ranks second among customer expectations. In this context, airlines need to offer different services in the online application in order to increase customer satisfaction. For this purpose, it is important that customers can access different issues such as purchasing tickets, choosing seats, different payment methods and obtaining tickets through mobile applications. This will both increase the satisfaction of the customers and increase the performance of the companies.

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Literatur
Zurück zum Zitat Amado, A., Cortez, P., Rita, P., & Moro, S. (2018). Research trends on big data in marketing: A text mining and topic modeling based literature analysis. European Research on Management and Business Economics, 24(1), 1–7.CrossRef Amado, A., Cortez, P., Rita, P., & Moro, S. (2018). Research trends on big data in marketing: A text mining and topic modeling based literature analysis. European Research on Management and Business Economics, 24(1), 1–7.CrossRef
Zurück zum Zitat Ampofo, L., Collister, S., O’Loughlin, B., Chadwick, A., Halfpenny, P. J., & Procter, P. J. (2015). Text mining and social media: When quantitative meets qualitative and software meets people. In Innovations in digital research methods (pp. 161–192). Thousand Oaks, CA: Sage.CrossRef Ampofo, L., Collister, S., O’Loughlin, B., Chadwick, A., Halfpenny, P. J., & Procter, P. J. (2015). Text mining and social media: When quantitative meets qualitative and software meets people. In Innovations in digital research methods (pp. 161–192). Thousand Oaks, CA: Sage.CrossRef
Zurück zum Zitat An, B., Chen, H., Park, N., & Subrahmanian, V. S. (2016, August). MAP: Frequency-based maximization of airline profits based on an ensemble forecasting approach. In Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (pp. 421–430). San Francisco, CA: ACM. An, B., Chen, H., Park, N., & Subrahmanian, V. S. (2016, August). MAP: Frequency-based maximization of airline profits based on an ensemble forecasting approach. In Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (pp. 421–430). San Francisco, CA: ACM.
Zurück zum Zitat Arun, T. M., Ul Akram, M., Singh, S., & Agarwal, S. (2017). Is low cost strategy in airlines sustainable? A comparative financial ratio analysis of low cost airline companies in India. In A. K. Singh (Ed.), Contemporary areas of management and finance. New Delhi: Galgotia Publishing Company. Arun, T. M., Ul Akram, M., Singh, S., & Agarwal, S. (2017). Is low cost strategy in airlines sustainable? A comparative financial ratio analysis of low cost airline companies in India. In A. K. Singh (Ed.), Contemporary areas of management and finance. New Delhi: Galgotia Publishing Company.
Zurück zum Zitat Ates, S. S., & Uzulmez, M. (2016). System analysis of airport capacity and slot coordination at Ataturk airport. Research Journal of Business and Management, 3(3), 248–256. Ates, S. S., & Uzulmez, M. (2016). System analysis of airport capacity and slot coordination at Ataturk airport. Research Journal of Business and Management, 3(3), 248–256.
Zurück zum Zitat Barrows, S. D. (2018). After the recent US airline mergers, did domestic airfares increase? International Review of Management and Marketing, 8(1), 1–8. Barrows, S. D. (2018). After the recent US airline mergers, did domestic airfares increase? International Review of Management and Marketing, 8(1), 1–8.
Zurück zum Zitat Berezina, K., Bilgihan, A., Cobanoglu, C., & Okumus, F. (2016). Understanding satisfied and dissatisfied hotel customers: Text mining of online hotel reviews. Journal of Hospitality Marketing & Management, 25(1), 1–24.CrossRef Berezina, K., Bilgihan, A., Cobanoglu, C., & Okumus, F. (2016). Understanding satisfied and dissatisfied hotel customers: Text mining of online hotel reviews. Journal of Hospitality Marketing & Management, 25(1), 1–24.CrossRef
Zurück zum Zitat Borenstein, S. (2017). The evolution of US airline competition. In Low cost carriers (pp. 1–31). New York: Routledge. Borenstein, S. (2017). The evolution of US airline competition. In Low cost carriers (pp. 1–31). New York: Routledge.
Zurück zum Zitat Boskou, G., Kirkos, E., & Spathis, C. (2018). Assessing internal audit with text mining. Journal of Information & Knowledge Management, 17(02), 1850020.CrossRef Boskou, G., Kirkos, E., & Spathis, C. (2018). Assessing internal audit with text mining. Journal of Information & Knowledge Management, 17(02), 1850020.CrossRef
Zurück zum Zitat Bourjade, S., Huc, R., & Muller-Vibes, C. (2017). Leasing and profitability: Empirical evidence from the airline industry. Transportation Research Part A: Policy and Practice, 97, 30–46. Bourjade, S., Huc, R., & Muller-Vibes, C. (2017). Leasing and profitability: Empirical evidence from the airline industry. Transportation Research Part A: Policy and Practice, 97, 30–46.
Zurück zum Zitat Cadarso, L., Vaze, V., Barnhart, C., & Marín, Á. (2016). Integrated airline scheduling: Considering competition effects and the entry of the high speed rail. Transportation Science, 51(1), 132–154.CrossRef Cadarso, L., Vaze, V., Barnhart, C., & Marín, Á. (2016). Integrated airline scheduling: Considering competition effects and the entry of the high speed rail. Transportation Science, 51(1), 132–154.CrossRef
Zurück zum Zitat Camilleri, M. A. (2018). Aircraft operating costs and profitability. In Travel marketing, tourism economics and the airline product (pp. 191–204). Cham: Springer.CrossRef Camilleri, M. A. (2018). Aircraft operating costs and profitability. In Travel marketing, tourism economics and the airline product (pp. 191–204). Cham: Springer.CrossRef
Zurück zum Zitat Cheng, Q., Li, T. M., Kwok, C. L., Zhu, T., & Yip, P. S. (2017). Assessing suicide risk and emotional distress in Chinese social media: A text mining and machine learning study. Journal of Medical Internet Research, 19(7), e243.CrossRef Cheng, Q., Li, T. M., Kwok, C. L., Zhu, T., & Yip, P. S. (2017). Assessing suicide risk and emotional distress in Chinese social media: A text mining and machine learning study. Journal of Medical Internet Research, 19(7), e243.CrossRef
Zurück zum Zitat Dimas, P., Tafsir, R., Charles, A. N., Antonius, S., & Ariyaka, S. (2018). Fleet analysis for route Jakarta-Jeddah for Umrah flights based on total operating costs. Advances in Transportation and Logistics Research, 1(1), 986–995. Dimas, P., Tafsir, R., Charles, A. N., Antonius, S., & Ariyaka, S. (2018). Fleet analysis for route Jakarta-Jeddah for Umrah flights based on total operating costs. Advances in Transportation and Logistics Research, 1(1), 986–995.
Zurück zum Zitat Dinçer, H., Yüksel, S., & Şenel, S. (2018). Analyzing the global risks for the financial crisis after the great depression using comparative hybrid hesitant fuzzy decision-making models: Policy recommendations for sustainable economic growth. Sustainability, 109, 3126.CrossRef Dinçer, H., Yüksel, S., & Şenel, S. (2018). Analyzing the global risks for the financial crisis after the great depression using comparative hybrid hesitant fuzzy decision-making models: Policy recommendations for sustainable economic growth. Sustainability, 109, 3126.CrossRef
Zurück zum Zitat Dinçer, H., Yüksel, S., Eti, S., & Tula, A. (2019). Effects of demographic characteristics on business success: An evidence from Turkish banking sector. In Handbook of research on business models in modern competitive scenarios (pp. 304–324). Hershey, PA: IGI Global. Dinçer, H., Yüksel, S., Eti, S., & Tula, A. (2019). Effects of demographic characteristics on business success: An evidence from Turkish banking sector. In Handbook of research on business models in modern competitive scenarios (pp. 304–324). Hershey, PA: IGI Global.
Zurück zum Zitat Dizkirici, A. S., Topal, B., & Yaghi, H. (2016). Analyzing the relationship between profitability and traditional ratios: Major airline companies sample (Karlilik ve Geleneksel Oranlar Arasindaki Iliskinin Incelenmesi: Büyük Havayolu Sirketleri Örnegi) 1. Journal of Accounting, Finance and Auditing Studies, 2(2), 96. Dizkirici, A. S., Topal, B., & Yaghi, H. (2016). Analyzing the relationship between profitability and traditional ratios: Major airline companies sample (Karlilik ve Geleneksel Oranlar Arasindaki Iliskinin Incelenmesi: Büyük Havayolu Sirketleri Örnegi) 1. Journal of Accounting, Finance and Auditing Studies, 2(2), 96.
Zurück zum Zitat Elena, C. A. (2016). Social media—A strategy in developing customer relationship management. Procedia Economics and Finance, 39, 785–790.CrossRef Elena, C. A. (2016). Social media—A strategy in developing customer relationship management. Procedia Economics and Finance, 39, 785–790.CrossRef
Zurück zum Zitat Ersin, İ., & Karakeçe, E. (2020). Analysis of the effects of macroeconomic factors on entrepreneurship: An application on E7 countries. In Handbook of research on decision-making techniques in financial marketing (pp. 412–428). Hershey, PA: IGI Global.CrossRef Ersin, İ., & Karakeçe, E. (2020). Analysis of the effects of macroeconomic factors on entrepreneurship: An application on E7 countries. In Handbook of research on decision-making techniques in financial marketing (pp. 412–428). Hershey, PA: IGI Global.CrossRef
Zurück zum Zitat Eti, S., Kalkavan, H., Dinçer, H., & Yüksel, S. (2020). Predicting the role of Islamic banking on sustainable economic development: An analysis for Turkey with ARIMA model. In Handbook of research on creating sustainable value in the global economy (pp. 146–164). Hershey, PA: IGI Global. Eti, S., Kalkavan, H., Dinçer, H., & Yüksel, S. (2020). Predicting the role of Islamic banking on sustainable economic development: An analysis for Turkey with ARIMA model. In Handbook of research on creating sustainable value in the global economy (pp. 146–164). Hershey, PA: IGI Global.
Zurück zum Zitat Fageda, X., & Flores-Fillol, R. (2015). A note on optimal airline networks under airport congestion. Economics Letters, 128, 90–94.CrossRef Fageda, X., & Flores-Fillol, R. (2015). A note on optimal airline networks under airport congestion. Economics Letters, 128, 90–94.CrossRef
Zurück zum Zitat Forsyth, P., & Guiomard, C. (2019). The economic approach to subsidies for foreign airlines. Journal of Air Transport Management, 74, 47–53.CrossRef Forsyth, P., & Guiomard, C. (2019). The economic approach to subsidies for foreign airlines. Journal of Air Transport Management, 74, 47–53.CrossRef
Zurück zum Zitat García, S., & Cadarso, L. (2017). Airline re-fleeting managing revenues and maintenance operations. Transportation Research Procedia, 27, 1121–1128.CrossRef García, S., & Cadarso, L. (2017). Airline re-fleeting managing revenues and maintenance operations. Transportation Research Procedia, 27, 1121–1128.CrossRef
Zurück zum Zitat Ghazian, A., Hossaini, M. H., & Farsijani, H. (2016). The effect of customer relationship management and its significant relationship by customers’ reactions in LG Company. Procedia Economics and Finance, 36, 42–50.CrossRef Ghazian, A., Hossaini, M. H., & Farsijani, H. (2016). The effect of customer relationship management and its significant relationship by customers’ reactions in LG Company. Procedia Economics and Finance, 36, 42–50.CrossRef
Zurück zum Zitat Greco, F., & Polli, A. (2019). Emotional text mining: Customer profiling in brand management. International Journal of Information Management, 51, 101934.CrossRef Greco, F., & Polli, A. (2019). Emotional text mining: Customer profiling in brand management. International Journal of Information Management, 51, 101934.CrossRef
Zurück zum Zitat Grimme, W., & Pabst, H. (2019). The evolution of air transport networks and impacts on shortest travel times between NUTS-3 regions–a case study for intra-European trips originating in Germany. Transportation Research Procedia, 37, 346–353.CrossRef Grimme, W., & Pabst, H. (2019). The evolution of air transport networks and impacts on shortest travel times between NUTS-3 regions–a case study for intra-European trips originating in Germany. Transportation Research Procedia, 37, 346–353.CrossRef
Zurück zum Zitat Gudmundsson, S. V., Merkert, R., & Redondi, R. (2017). Cost functions and determinants of unit cost effects in horizontal airline M&As. Transportation Research Part A: Policy and Practice, 103, 444–454. Gudmundsson, S. V., Merkert, R., & Redondi, R. (2017). Cost functions and determinants of unit cost effects in horizontal airline M&As. Transportation Research Part A: Policy and Practice, 103, 444–454.
Zurück zum Zitat Guerreiro, J., Rita, P., & Trigueiros, D. (2016). A text mining-based review of cause-related marketing literature. Journal of Business Ethics, 139(1), 111–128.CrossRef Guerreiro, J., Rita, P., & Trigueiros, D. (2016). A text mining-based review of cause-related marketing literature. Journal of Business Ethics, 139(1), 111–128.CrossRef
Zurück zum Zitat Hao, H., & Zhang, K. (2016). The voice of Chinese health consumers: A text mining approach to web-based physician reviews. Journal of Medical Internet Research, 18(5), e108.CrossRef Hao, H., & Zhang, K. (2016). The voice of Chinese health consumers: A text mining approach to web-based physician reviews. Journal of Medical Internet Research, 18(5), e108.CrossRef
Zurück zum Zitat Hazel, R. (2018). Airline capacity discipline in the US domestic market. Journal of Air Transport Management, 66, 76–86.CrossRef Hazel, R. (2018). Airline capacity discipline in the US domestic market. Journal of Air Transport Management, 66, 76–86.CrossRef
Zurück zum Zitat Helleloid, D., Nam, S. H., Schultz, P., & Vitton, J. (2015). The US airline industry in 2015. Journal of the International Academy for Case Studies, 21(5), 113. Helleloid, D., Nam, S. H., Schultz, P., & Vitton, J. (2015). The US airline industry in 2015. Journal of the International Academy for Case Studies, 21(5), 113.
Zurück zum Zitat Heshmati, A., & Kim, J. (2016a). A review of the airline industry. In Efficiency and competitiveness of international airlines (pp. 51–73). Singapore: Springer.CrossRef Heshmati, A., & Kim, J. (2016a). A review of the airline industry. In Efficiency and competitiveness of international airlines (pp. 51–73). Singapore: Springer.CrossRef
Zurück zum Zitat Heshmati, A., & Kim, J. (2016b). Survey of studies on airlines and their efficiencies. In Efficiency and competitiveness of international airlines (pp. 15–50). Singapore: Springer.CrossRef Heshmati, A., & Kim, J. (2016b). Survey of studies on airlines and their efficiencies. In Efficiency and competitiveness of international airlines (pp. 15–50). Singapore: Springer.CrossRef
Zurück zum Zitat Ivaldi, M., & Toru-Delibaşı, T. (2018). Competitive impact of the air ticket levy on the European airline market. Transport Policy, 70, 46–52.CrossRef Ivaldi, M., & Toru-Delibaşı, T. (2018). Competitive impact of the air ticket levy on the European airline market. Transport Policy, 70, 46–52.CrossRef
Zurück zum Zitat Jackson, J. (2016). Airline finance. In Air transport management: An international perspective (p. 169). London: Routledge. Jackson, J. (2016). Airline finance. In Air transport management: An international perspective (p. 169). London: Routledge.
Zurück zum Zitat Jiang, H., & Zhang, Y. (2016). An investigation of service quality, customer satisfaction and loyalty in China’s airline market. Journal of Air Transport Management, 57, 80–88.CrossRef Jiang, H., & Zhang, Y. (2016). An investigation of service quality, customer satisfaction and loyalty in China’s airline market. Journal of Air Transport Management, 57, 80–88.CrossRef
Zurück zum Zitat Jonnagaddala, J., Liaw, S. T., Ray, P., Kumar, M., Chang, N. W., & Dai, H. J. (2015). Coronary artery disease risk assessment from unstructured electronic health records using text mining. Journal of Biomedical Informatics, 58, S203–S210.CrossRef Jonnagaddala, J., Liaw, S. T., Ray, P., Kumar, M., Chang, N. W., & Dai, H. J. (2015). Coronary artery disease risk assessment from unstructured electronic health records using text mining. Journal of Biomedical Informatics, 58, S203–S210.CrossRef
Zurück zum Zitat Jorge-Calderón, D. (2016). Aviation investment: Economic appraisal for airports, air traffic management, airlines and aeronautics. London: Routledge.CrossRef Jorge-Calderón, D. (2016). Aviation investment: Economic appraisal for airports, air traffic management, airlines and aeronautics. London: Routledge.CrossRef
Zurück zum Zitat Kalkavan, H. (2020). The importance of ethics and corporate social responsibility in financial markets: A literature review and recommendations for ethical and Islamic banking. In Handbook of research on decision-making techniques in financial marketing (pp. 172–186). Hershey, PA: IGI Global.CrossRef Kalkavan, H. (2020). The importance of ethics and corporate social responsibility in financial markets: A literature review and recommendations for ethical and Islamic banking. In Handbook of research on decision-making techniques in financial marketing (pp. 172–186). Hershey, PA: IGI Global.CrossRef
Zurück zum Zitat Kasiri, L. A., Cheng, K. T. G., Sambasivan, M., & Sidin, S. M. (2017). Integration of standardization and customization: Impact on service quality, customer satisfaction, and loyalty. Journal of Retailing and Consumer Services, 35, 91–97.CrossRef Kasiri, L. A., Cheng, K. T. G., Sambasivan, M., & Sidin, S. M. (2017). Integration of standardization and customization: Impact on service quality, customer satisfaction, and loyalty. Journal of Retailing and Consumer Services, 35, 91–97.CrossRef
Zurück zum Zitat Kenan, N., Jebali, A., & Diabat, A. (2018). An integrated flight scheduling and fleet assignment problem under uncertainty. Computers & Operations Research, 100, 333–342.CrossRef Kenan, N., Jebali, A., & Diabat, A. (2018). An integrated flight scheduling and fleet assignment problem under uncertainty. Computers & Operations Research, 100, 333–342.CrossRef
Zurück zum Zitat Khadjeh Nassirtoussi, A., Aghabozorgi, S., Ying Wah, T., & Ngo, D. C. L. (2015). Text mining of news-headlines for FOREX market prediction. Expert Systems with Applications: An International Journal, 42(1), 306–324.CrossRef Khadjeh Nassirtoussi, A., Aghabozorgi, S., Ying Wah, T., & Ngo, D. C. L. (2015). Text mining of news-headlines for FOREX market prediction. Expert Systems with Applications: An International Journal, 42(1), 306–324.CrossRef
Zurück zum Zitat Khairat, G. M. (2017). The balanced scorecard approach as a tool for performance evaluation in the airline companies. International Journal of Heritage, Tourism, and Hospitality, 10(2/2), 47–64. Khairat, G. M. (2017). The balanced scorecard approach as a tool for performance evaluation in the airline companies. International Journal of Heritage, Tourism, and Hospitality, 10(2/2), 47–64.
Zurück zum Zitat Klemettinen, J. (2016). Corporate responsibility in airline industry procurement: Case: Finnair Oyj. Klemettinen, J. (2016). Corporate responsibility in airline industry procurement: Case: Finnair Oyj.
Zurück zum Zitat Korkeamäki, T., Liljeblom, E., & Pfister, M. (2016). Airline fuel hedging and management ownership. The Journal of Risk Finance, 17(5), 492–509.CrossRef Korkeamäki, T., Liljeblom, E., & Pfister, M. (2016). Airline fuel hedging and management ownership. The Journal of Risk Finance, 17(5), 492–509.CrossRef
Zurück zum Zitat Krishna, G. J., & Ravi, V. (2016). Evolutionary computing applied to customer relationship management: A survey. Engineering Applications of Artificial Intelligence, 56, 30–59.CrossRef Krishna, G. J., & Ravi, V. (2016). Evolutionary computing applied to customer relationship management: A survey. Engineering Applications of Artificial Intelligence, 56, 30–59.CrossRef
Zurück zum Zitat Lau, H., Nakandala, D., Samaranayake, P., & Shum, P. (2016). A hybrid multi-criteria decision model for supporting customer-focused profitability analysis. Industrial Management & Data Systems, 116(6), 1105–1130.CrossRef Lau, H., Nakandala, D., Samaranayake, P., & Shum, P. (2016). A hybrid multi-criteria decision model for supporting customer-focused profitability analysis. Industrial Management & Data Systems, 116(6), 1105–1130.CrossRef
Zurück zum Zitat Li, Y., Huang, J., & Song, T. (2019). Examining business value of customer relationship management systems: IT usage and two-stage model perspectives. Information & Management, 56(3), 392–402.CrossRef Li, Y., Huang, J., & Song, T. (2019). Examining business value of customer relationship management systems: IT usage and two-stage model perspectives. Information & Management, 56(3), 392–402.CrossRef
Zurück zum Zitat Lopes, I. T., Ferraz, D. P., & Rodrigues, A. M. G. (2016). The drivers of profitability in the top 30 major airlines worldwide. Measuring Business Excellence, 20(2), 26–37.CrossRef Lopes, I. T., Ferraz, D. P., & Rodrigues, A. M. G. (2016). The drivers of profitability in the top 30 major airlines worldwide. Measuring Business Excellence, 20(2), 26–37.CrossRef
Zurück zum Zitat Lordan, O., Sallan, J. M., Escorihuela, N., & Gonzalez-Prieto, D. (2016). Robustness of airline route networks. Physica A: Statistical Mechanics and Its Applications, 445, 18–26.CrossRef Lordan, O., Sallan, J. M., Escorihuela, N., & Gonzalez-Prieto, D. (2016). Robustness of airline route networks. Physica A: Statistical Mechanics and Its Applications, 445, 18–26.CrossRef
Zurück zum Zitat Lucini, F. R., Fogliatto, F. S., da Silveira, G. J., Neyeloff, J. L., Anzanello, M. J., Kuchenbecker, R. D. S., & Schaan, B. D. (2017). Text mining approach to predict hospital admissions using early medical records from the emergency department. International Journal of Medical Informatics, 100, 1–8.CrossRef Lucini, F. R., Fogliatto, F. S., da Silveira, G. J., Neyeloff, J. L., Anzanello, M. J., Kuchenbecker, R. D. S., & Schaan, B. D. (2017). Text mining approach to predict hospital admissions using early medical records from the emergency department. International Journal of Medical Informatics, 100, 1–8.CrossRef
Zurück zum Zitat Madsen, M. (2018). The impact of frequent flier programs on ticket fares in the Norwegian domestic airline market using a multiple linear regression model. Master’s thesis, NTNU. Madsen, M. (2018). The impact of frequent flier programs on ticket fares in the Norwegian domestic airline market using a multiple linear regression model. Master’s thesis, NTNU.
Zurück zum Zitat Mahmood, H. T., Bhatti, I. A., & Hussain, T. (2018). Quality enhancement through hybrid skill management concept for multi-type aircraft Fleet. Mehran University Research Journal of Engineering and Technology, 37(3), 581–594.CrossRef Mahmood, H. T., Bhatti, I. A., & Hussain, T. (2018). Quality enhancement through hybrid skill management concept for multi-type aircraft Fleet. Mehran University Research Journal of Engineering and Technology, 37(3), 581–594.CrossRef
Zurück zum Zitat Mahtani, U. S., & Garg, C. P. (2018). An analysis of key factors of financial distress in airline companies in India using fuzzy AHP framework. Transportation Research Part A: Policy and Practice, 117, 87–102. Mahtani, U. S., & Garg, C. P. (2018). An analysis of key factors of financial distress in airline companies in India using fuzzy AHP framework. Transportation Research Part A: Policy and Practice, 117, 87–102.
Zurück zum Zitat McLean, G., & Wilson, A. (2019). Shopping in the digital world: Examining customer engagement through augmented reality mobile applications. Computers in Human Behavior, 101, 210–224.CrossRef McLean, G., & Wilson, A. (2019). Shopping in the digital world: Examining customer engagement through augmented reality mobile applications. Computers in Human Behavior, 101, 210–224.CrossRef
Zurück zum Zitat McTaggart, S., Nangle, C., Caldwell, J., Alvarez-Madrazo, S., Colhoun, H., & Bennie, M. (2018). Use of text-mining methods to improve efficiency in the calculation of drug exposure to support pharmacoepidemiology studies. International Journal of Epidemiology, 47(2), 617–624.CrossRef McTaggart, S., Nangle, C., Caldwell, J., Alvarez-Madrazo, S., Colhoun, H., & Bennie, M. (2018). Use of text-mining methods to improve efficiency in the calculation of drug exposure to support pharmacoepidemiology studies. International Journal of Epidemiology, 47(2), 617–624.CrossRef
Zurück zum Zitat Mehdibeigi, N., Dehghani, M., & Mohammad Yaghoubi, N. (2016). Customer knowledge management and organization’s effectiveness: explaining the mediator role of organizational agility. Procedia – Social and Behavioral Sciences, 230, 94–103.CrossRef Mehdibeigi, N., Dehghani, M., & Mohammad Yaghoubi, N. (2016). Customer knowledge management and organization’s effectiveness: explaining the mediator role of organizational agility. Procedia – Social and Behavioral Sciences, 230, 94–103.CrossRef
Zurück zum Zitat Méndez, N. (2017). Common-sized financial statements in the retail and airline industries in Colombia. Doctoral dissertation. Méndez, N. (2017). Common-sized financial statements in the retail and airline industries in Colombia. Doctoral dissertation.
Zurück zum Zitat Mishra, V., & Bisht, S. S. (2013). Mobile banking in a developing economy: A customer-centric model for policy formulation. Telecommunications Policy, 37(6–7), 503–514.CrossRef Mishra, V., & Bisht, S. S. (2013). Mobile banking in a developing economy: A customer-centric model for policy formulation. Telecommunications Policy, 37(6–7), 503–514.CrossRef
Zurück zum Zitat Moro, S., Cortez, P., & Rita, P. (2015). Business intelligence in banking: A literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation. Expert Systems with Applications, 42(3), 1314–1324.CrossRef Moro, S., Cortez, P., & Rita, P. (2015). Business intelligence in banking: A literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation. Expert Systems with Applications, 42(3), 1314–1324.CrossRef
Zurück zum Zitat Nasution, R. A., Sembada, A. Y., Miliani, L., Resti, N. D., & Prawono, D. A. (2014). The customer experience framework as baseline for strategy and implementation in services marketing. Procedia – Social and Behavioral Sciences, 148, 254–261.CrossRef Nasution, R. A., Sembada, A. Y., Miliani, L., Resti, N. D., & Prawono, D. A. (2014). The customer experience framework as baseline for strategy and implementation in services marketing. Procedia – Social and Behavioral Sciences, 148, 254–261.CrossRef
Zurück zum Zitat Nikhashemi, S. R., Tarofder, A. K., Gaur, S. S., & Haque, A. (2016). The effect of customers’ perceived value of retail store on relationship between store attribute and customer brand loyalty: Some insights from Malaysia. Procedia Economics and Finance, 37, 432–438.CrossRef Nikhashemi, S. R., Tarofder, A. K., Gaur, S. S., & Haque, A. (2016). The effect of customers’ perceived value of retail store on relationship between store attribute and customer brand loyalty: Some insights from Malaysia. Procedia Economics and Finance, 37, 432–438.CrossRef
Zurück zum Zitat Noh, H., Jo, Y., & Lee, S. (2015). Keyword selection and processing strategy for applying text mining to patent analysis. Expert Systems with Applications, 42(9), 4348–4360.CrossRef Noh, H., Jo, Y., & Lee, S. (2015). Keyword selection and processing strategy for applying text mining to patent analysis. Expert Systems with Applications, 42(9), 4348–4360.CrossRef
Zurück zum Zitat O’Connell, J. F., & Heinz, S. (2017). The evolution of African airline business models. In The economics and political economy of African air transport (pp. 117–136). New York: Routledge. O’Connell, J. F., & Heinz, S. (2017). The evolution of African airline business models. In The economics and political economy of African air transport (pp. 117–136). New York: Routledge.
Zurück zum Zitat Oancea, O. (2018). Humans in airline revenue and pricing management: Finding the best decision makers. Journal of Revenue and Pricing Management, 17(3), 1–5. Oancea, O. (2018). Humans in airline revenue and pricing management: Finding the best decision makers. Journal of Revenue and Pricing Management, 17(3), 1–5.
Zurück zum Zitat Oliveira, A. V. (2017). An empirical model of low-cost carrier entry. In Low cost carriers (pp. 89–112). New York: Routledge.CrossRef Oliveira, A. V. (2017). An empirical model of low-cost carrier entry. In Low cost carriers (pp. 89–112). New York: Routledge.CrossRef
Zurück zum Zitat Öztürk, N., & Ayvaz, S. (2018). Sentiment analysis on Twitter: A text mining approach to the Syrian refugee crisis. Telematics and Informatics, 35(1), 136–147.CrossRef Öztürk, N., & Ayvaz, S. (2018). Sentiment analysis on Twitter: A text mining approach to the Syrian refugee crisis. Telematics and Informatics, 35(1), 136–147.CrossRef
Zurück zum Zitat Pamungkas, D. P., & Suhadak, S. (2017). The effect of jet fuel price and macroeconomics variables on profitability of airline industry in Asia (Study at airline companies in Indonesia, India, and China period 2006–2015). Jurnal Administrasi Bisnis, 50(3), 208–217. Pamungkas, D. P., & Suhadak, S. (2017). The effect of jet fuel price and macroeconomics variables on profitability of airline industry in Asia (Study at airline companies in Indonesia, India, and China period 2006–2015). Jurnal Administrasi Bisnis, 50(3), 208–217.
Zurück zum Zitat Parise, G. (2018). Threat of entry and debt maturity: Evidence from airlines. Journal of Financial Economics, 127(2), 226–247.CrossRef Parise, G. (2018). Threat of entry and debt maturity: Evidence from airlines. Journal of Financial Economics, 127(2), 226–247.CrossRef
Zurück zum Zitat Peterson, R. (2018). Impacts of airline deregulation. TR News, 315. Peterson, R. (2018). Impacts of airline deregulation. TR News, 315.
Zurück zum Zitat Piccoli, G., Lui, T. W., & Grün, B. (2017). The impact of IT-enabled customer service systems on service personalization, customer service perceptions, and hotel performance. Tourism Management, 59, 349–362.CrossRef Piccoli, G., Lui, T. W., & Grün, B. (2017). The impact of IT-enabled customer service systems on service personalization, customer service perceptions, and hotel performance. Tourism Management, 59, 349–362.CrossRef
Zurück zum Zitat Prabhu, G. N. (2016). Creating an effective configuration for an airline in the Indian market. Prabhu, G. N. (2016). Creating an effective configuration for an airline in the Indian market.
Zurück zum Zitat Pyke, D., & Sibdari, S. (2018). Risk management in the airline industry. In Finance and risk management for international logistics and the supply chain (pp. 293–315). Amsterdam: Elsevier.CrossRef Pyke, D., & Sibdari, S. (2018). Risk management in the airline industry. In Finance and risk management for international logistics and the supply chain (pp. 293–315). Amsterdam: Elsevier.CrossRef
Zurück zum Zitat Qiu, D., Dinçer, H., Yüksel, S., & Ubay, G. G. (2020). Multi-faceted analysis of systematic risk-based wind energy investment decisions in E7 economies using modified hybrid modeling with IT2 fuzzy sets. Energies, 13(6), 1423.CrossRef Qiu, D., Dinçer, H., Yüksel, S., & Ubay, G. G. (2020). Multi-faceted analysis of systematic risk-based wind energy investment decisions in E7 economies using modified hybrid modeling with IT2 fuzzy sets. Energies, 13(6), 1423.CrossRef
Zurück zum Zitat Ravikumar, B. V. (2015). Measuring service quality on the Indian international airline service industry-with reference to South India. International Journal of Informative and Futuristic Research, 2(5), 1236–1243. Ravikumar, B. V. (2015). Measuring service quality on the Indian international airline service industry-with reference to South India. International Journal of Informative and Futuristic Research, 2(5), 1236–1243.
Zurück zum Zitat Reynolds, K. E., & Beatty, S. E. (1999). Customer benefits and company consequences of customer-salesperson relationships in retailing. Journal of Retailing, 75(1), 11–13.CrossRef Reynolds, K. E., & Beatty, S. E. (1999). Customer benefits and company consequences of customer-salesperson relationships in retailing. Journal of Retailing, 75(1), 11–13.CrossRef
Zurück zum Zitat Rita, P., Oliveira, T., & Farisa, A. (2019). The impact of e-service quality and customer satisfaction on customer behavior in online shopping. Heliyon, 5(10), e02690.CrossRef Rita, P., Oliveira, T., & Farisa, A. (2019). The impact of e-service quality and customer satisfaction on customer behavior in online shopping. Heliyon, 5(10), e02690.CrossRef
Zurück zum Zitat Salloum, S. A., Al-Emran, M., Monem, A. A., & Shaalan, K. (2017). A survey of text mining in social media: facebook and twitter perspectives. Advances in Science, Technology and Engineering Systems Journal, 2(1), 127–133.CrossRef Salloum, S. A., Al-Emran, M., Monem, A. A., & Shaalan, K. (2017). A survey of text mining in social media: facebook and twitter perspectives. Advances in Science, Technology and Engineering Systems Journal, 2(1), 127–133.CrossRef
Zurück zum Zitat San-Martín, S., Jiménez, N. H., & López-Catalán, B. (2016). The firms benefits of mobile CRM from the relationship marketing approach and the TOE model. Spanish Journal of Marketing – ESIC, 20(1), 18–29.CrossRef San-Martín, S., Jiménez, N. H., & López-Catalán, B. (2016). The firms benefits of mobile CRM from the relationship marketing approach and the TOE model. Spanish Journal of Marketing – ESIC, 20(1), 18–29.CrossRef
Zurück zum Zitat Scheffler, J. (2018). The relationship of service quality and customer satisfaction in the airline industry and the moderating effect of the airline type. Scheffler, J. (2018). The relationship of service quality and customer satisfaction in the airline industry and the moderating effect of the airline type.
Zurück zum Zitat Scotti, D., Dresner, M., & Martini, G. (2016). Baggage fees, operational performance and customer satisfaction in the US air transport industry. Journal of Air Transport Management, 55, 139–146.CrossRef Scotti, D., Dresner, M., & Martini, G. (2016). Baggage fees, operational performance and customer satisfaction in the US air transport industry. Journal of Air Transport Management, 55, 139–146.CrossRef
Zurück zum Zitat Sezgen, E., Mason, K. J., & Mayer, R. (2019). Voice of airline passenger: A text mining approach to understand customer satisfaction. Journal of Air Transport Management, 77, 65–74.CrossRef Sezgen, E., Mason, K. J., & Mayer, R. (2019). Voice of airline passenger: A text mining approach to understand customer satisfaction. Journal of Air Transport Management, 77, 65–74.CrossRef
Zurück zum Zitat Shen, J., & Tang, C. (2018). How does training improve customer service quality? The roles of transfer of training and job satisfaction. European Management Journal, 36(6), 708–716.CrossRef Shen, J., & Tang, C. (2018). How does training improve customer service quality? The roles of transfer of training and job satisfaction. European Management Journal, 36(6), 708–716.CrossRef
Zurück zum Zitat Soltani, Z., Zareie, B., Milani, F. S., & Navimipour, N. J. (2018). The impact of the customer relationship management on the organization performance. The Journal of High Technology Management Research, 29(2), 237–246.CrossRef Soltani, Z., Zareie, B., Milani, F. S., & Navimipour, N. J. (2018). The impact of the customer relationship management on the organization performance. The Journal of High Technology Management Research, 29(2), 237–246.CrossRef
Zurück zum Zitat Stepanyan, A. (2018). Altman’s Z-score in the airline business. Case study of major US carriers. Are they potential bankruptcy candidates? International Journal of Advances in Management and Economics, 3(1), 16–24. Stepanyan, A. (2018). Altman’s Z-score in the airline business. Case study of major US carriers. Are they potential bankruptcy candidates? International Journal of Advances in Management and Economics, 3(1), 16–24.
Zurück zum Zitat Thakur, R., & Workman, L. (2016). Customer portfolio management (CPM) for improved customer relationship management (CRM): Are your customers platinum, gold, silver, or bronze? Journal of Business Research, 69(10), 4095–4102.CrossRef Thakur, R., & Workman, L. (2016). Customer portfolio management (CPM) for improved customer relationship management (CRM): Are your customers platinum, gold, silver, or bronze? Journal of Business Research, 69(10), 4095–4102.CrossRef
Zurück zum Zitat Theis, H., McGann, K., Sarbo, M., Holcomb, N., Lindsay, G., & LeSeige, E. (2016). Increasing profitability in the passenger airline sector: A case of two airlines. Theis, H., McGann, K., Sarbo, M., Holcomb, N., Lindsay, G., & LeSeige, E. (2016). Increasing profitability in the passenger airline sector: A case of two airlines.
Zurück zum Zitat Tobback, E., Naudts, H., Daelemans, W., de Fortuny, E. J., & Martens, D. (2018). Belgian economic policy uncertainty index: Improvement through text mining. International Journal of Forecasting, 34(2), 355–365.CrossRef Tobback, E., Naudts, H., Daelemans, W., de Fortuny, E. J., & Martens, D. (2018). Belgian economic policy uncertainty index: Improvement through text mining. International Journal of Forecasting, 34(2), 355–365.CrossRef
Zurück zum Zitat Ulutas, B. H. (2018). Efficiency analysis of airports in Turkey considering environmental effects. The Central European Review of Economics and Management, 2(1), 65–78.CrossRef Ulutas, B. H. (2018). Efficiency analysis of airports in Turkey considering environmental effects. The Central European Review of Economics and Management, 2(1), 65–78.CrossRef
Zurück zum Zitat Vasigh, B. (2017). Introduction to air transport economics: From theory to applications. Aldershot: Routledge.CrossRef Vasigh, B. (2017). Introduction to air transport economics: From theory to applications. Aldershot: Routledge.CrossRef
Zurück zum Zitat Vega, D. J. G., Pamplona, D. A., & Oliveira, A. V. (2016). Assessing the influence of the scale of operations on maintenance costs in the airline industry. Journal of Transport Literature, 10(3), 10–14.CrossRef Vega, D. J. G., Pamplona, D. A., & Oliveira, A. V. (2016). Assessing the influence of the scale of operations on maintenance costs in the airline industry. Journal of Transport Literature, 10(3), 10–14.CrossRef
Zurück zum Zitat Wanke, P., Barros, C. P., & Chen, Z. (2015). An analysis of Asian airlines efficiency with two-stage TOPSIS and MCMC generalized linear mixed models. International Journal of Production Economics, 169, 110–126.CrossRef Wanke, P., Barros, C. P., & Chen, Z. (2015). An analysis of Asian airlines efficiency with two-stage TOPSIS and MCMC generalized linear mixed models. International Journal of Production Economics, 169, 110–126.CrossRef
Zurück zum Zitat Witell, L., Kowalkowski, C., Perks, H., Raddats, C., Schwabe, M., Benedettini, O., & Burton, J. (2019). Characterizing customer experience management in business markets. Journal of Business Research, 116, 420–430. Witell, L., Kowalkowski, C., Perks, H., Raddats, C., Schwabe, M., Benedettini, O., & Burton, J. (2019). Characterizing customer experience management in business markets. Journal of Business Research, 116, 420–430.
Zurück zum Zitat Xu, X., & Li, Y. (2016). The antecedents of customer satisfaction and dissatisfaction toward various types of hotels: A text mining approach. International Journal of Hospitality Management, 55, 57–69.CrossRef Xu, X., & Li, Y. (2016). The antecedents of customer satisfaction and dissatisfaction toward various types of hotels: A text mining approach. International Journal of Hospitality Management, 55, 57–69.CrossRef
Zurück zum Zitat Yan, W., Cui, Z., & Gil, M. J. Á. (2016). Assessing the impact of environmental innovation in the airline industry: An empirical study of emerging market economies. Environmental Innovation and Societal Transitions, 21, 80–94.CrossRef Yan, W., Cui, Z., & Gil, M. J. Á. (2016). Assessing the impact of environmental innovation in the airline industry: An empirical study of emerging market economies. Environmental Innovation and Societal Transitions, 21, 80–94.CrossRef
Zurück zum Zitat Yan, Y., Huang, C., Wang, Q., & Hu, B. (2020). Data mining of customer choice behavior in internet of things within relationship network. International Journal of Information Management, 50, 566–574.CrossRef Yan, Y., Huang, C., Wang, Q., & Hu, B. (2020). Data mining of customer choice behavior in internet of things within relationship network. International Journal of Information Management, 50, 566–574.CrossRef
Zurück zum Zitat Yang, D., Kleissl, J., Gueymard, C. A., Pedro, H. T., & Coimbra, C. F. (2018a). History and trends in solar irradiance and PV power forecasting: A preliminary assessment and review using text mining. Solar Energy, 168, 60–101.CrossRef Yang, D., Kleissl, J., Gueymard, C. A., Pedro, H. T., & Coimbra, C. F. (2018a). History and trends in solar irradiance and PV power forecasting: A preliminary assessment and review using text mining. Solar Energy, 168, 60–101.CrossRef
Zurück zum Zitat Yang, H., Zhang, Q., & Wang, Q. (2018b). Airline deregulation, market competition, and impact of high-speed rail on Airlines in China. In Airline economics in Asia (pp. 79–101). Bingley: Emerald Publishing. Yang, H., Zhang, Q., & Wang, Q. (2018b). Airline deregulation, market competition, and impact of high-speed rail on Airlines in China. In Airline economics in Asia (pp. 79–101). Bingley: Emerald Publishing.
Zurück zum Zitat Yüksel, S., & Ubay, G. G. (2020). Identifying the influencing factors of renewable energy consumption in Turkey with MARS methodology. Ekonomi İşletme ve Maliye Araştırmaları Dergisi, 2(1), 1–14. Yüksel, S., & Ubay, G. G. (2020). Identifying the influencing factors of renewable energy consumption in Turkey with MARS methodology. Ekonomi İşletme ve Maliye Araştırmaları Dergisi, 2(1), 1–14.
Zurück zum Zitat Zhang, Y. (2016, May). Financial analysis report of Easyjet Airline Co., Ltd vs. US Airways Group. In 2016 International Conference on Economy, Management and Education Technology. Paris: Atlantis Press. Zhang, Y. (2016, May). Financial analysis report of Easyjet Airline Co., Ltd vs. US Airways Group. In 2016 International Conference on Economy, Management and Education Technology. Paris: Atlantis Press.
Zurück zum Zitat Zhu, J. N., Lam, L. W., & Lai, J. Y. (2019). Returning good for evil: A study of customer incivility and extra-role customer service. International Journal of Hospitality Management, 81, 65–72.CrossRef Zhu, J. N., Lam, L. W., & Lai, J. Y. (2019). Returning good for evil: A study of customer incivility and extra-role customer service. International Journal of Hospitality Management, 81, 65–72.CrossRef
Zurück zum Zitat Zou, L., Yu, C., & Dresner, M. (2015). Fleet standardisation and airline performance. Journal of Transport Economics and Policy, 49(1), 149–166. Zou, L., Yu, C., & Dresner, M. (2015). Fleet standardisation and airline performance. Journal of Transport Economics and Policy, 49(1), 149–166.
Metadaten
Titel
Analysing Customer Satisfaction of Civil Aviation Companies of Turkey with Text Mining
verfasst von
Serkan Eti
Filiz Mızrak
Copyright-Jahr
2020
Verlag
Springer International Publishing
DOI
https://doi.org/10.1007/978-3-030-50131-0_2

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