• Title/Summary/Keyword: 항공사 고객

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Airline Service Quality Evaluation Based on Customer Review Using Machine Learning Approach and Sentiment Analysis (머신러닝과 감성분석을 활용한 고객 리뷰 기반 항공 서비스 품질 평가)

  • Jeon, Woojin;Lee, Yebin;Geum, Youngjung
    • The Journal of Society for e-Business Studies
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    • v.26 no.4
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    • pp.15-36
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    • 2021
  • The airline industry faces with significant competition due to the rise of technology innovation and diversified customer needs. Therefore, continuous quality management is essential to gain competitive advantages. For this reason, there have been various studies to measure and manage service quality using customer reviews. However, previous studies have focused on measuring customer satisfaction only, neglecting systematic management between customer expectations and perception based on customer reviews. In response, this study suggests a framework to identify relevant criteria for service quality management, measure the importance, and assess the customer perception based on customer reviews. Machine learning techniques, topic models, and sentiment analysis are used for this study. This study can be used as an important strategic tool for evaluating service quality by identifying important factors for airline customer satisfaction while presenting a framework for identifying each airline's current service level.

An Empirical Study on Evaluation Factors of Cabin Service Quality of Airlines (항공사 객실서비스의 품질 평가요인에 관한 실증 연구 - MIAT 몽골항공사를 중심으로 -)

  • Hyun, Kil-Nam;Batbold, Senderi;Byun, Ki-Hyo;Hurr, Hee-Young
    • Korean Business Review
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    • v.19 no.2
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    • pp.261-274
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    • 2006
  • Airline business operates in the 21st century within fast changing market environment and fierce competition. Management of airline companies has faced the need for vast adaptation to new trends in the growth of world economy that are cardinal changes in marketing environment due to quick development of Internet and IT, transport price competition and, as a consequence, low profit margin, diversified customer wants and needs, lack of investment needed for new aircraft equipped with the latest high tech innovations, unpredictable oil price changes, and exchange rate fluctuations. This study is aimed to evaluate the quality performance of cabin service, to analyse, further, the issues that appeared to be the most significant among customers' answers to questionnaire, to explore the relationships between these issues and customer satisfaction, to highlight the essential questions to address, and to provide some practical suggestions. The five dimensions (such as tangible, reliability, responsiveness, assurance, and empathy) were adopted to examine the relationship between the service quality and customer satisfaction of Mongolian and non-Mongolian passengers travelling by the MIAT. According to findings of analysis made with use of the SERVPERF model, it can be concluded that Mongolian travellers' satisfaction was effected by 'Tangible' and 'Responsiveness' dimensions of service quality, whereas the 'Empathy' dimension has more impact on the satisfaction of non-Mongolian.

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The Influences of Service Quality on Brand Image and Brand Attitude (항공사 서비스품질이 브랜드 이미지, 브랜드태도에 미치는 영향과 항공사 유형에 따른 인식의 차이에 관한 연구)

  • Park, Hye-Yoon
    • The Journal of the Korea Contents Association
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    • v.16 no.6
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    • pp.374-386
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    • 2016
  • This research has analyzed the influences of Service quality on Brand image, Brand attitude and Behavioral intentions. And it is also investigate how is brand image and attitude effects behaviors on customers to choose airline. This research have valuable data in order to establish the strategy how airlines can introduce themselves to customers. Based on the statistic results, We are able to find out the meaningful differences. Airline's Service Quality cause the positive influences on brand image, brand attitude and behavioral intentions. This research has several implications such as what kind of strategies airline needs focused on in order to improve passenger's satisfaction.

Impact of well-being in-flight meal service on customer satisfaction and customer loyalty (웰빙기내식 서비스가 고객만족과 고객충성도에 미치는 영향)

  • Lee, Jung-Hyun;Han, Hye-Sook;Kyung, Ku-Sun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.14 no.6
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    • pp.2688-2699
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    • 2013
  • The purpose of this study is to present the components about well-being in-flight meal associated with increased customers' interest on health, to empirically analyze the impact on customer's satisfaction and to propose the methods to establish the strategy of in-flight meal of airlines in the future. The results are as follows: First, it was shown that the environment-oriented in-flight meal and sanitation services of flight crew among components of well-being in-flight meal significantly affected the customer's satisfaction. Second, it was shown that healthy in-flight meal and sanitation services of flightcrew significantly affected the customer's loyalty and satisfaction. This study has the practical significance, since it presents the compoents of well-being in-flight meal affecting customer's satisfaction and loyalty and proposes the measures.

Impacts of Airline Service Quality on Airline Image in Airline Industry (항공사 서비스 품질이 이미지 형성에 미치는 영향)

  • Park, Jin-Woo;Lee, Yk-Su;Jee, Bong-Gu
    • The Journal of the Korea Contents Association
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    • v.7 no.9
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    • pp.194-203
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    • 2007
  • This paper investigates how airline service quality determines airline image and passengers' future behavioural intentions. To investigate the effect of airline service quality, Structural Equation Modeling using a maximum likelihood estimator, was applied to data collected from Korean international air passengers who have used Korean Airlines, Asiana Airlines, and other foreign airline. It was found that there were significant relationships between the variables. The dimension of in-flight service and the dimension of customer and flight related service were each found to have a positive effect on airline image. In addition, airline image had a significant positive influence on Korean international air passengers' future behavioural intentions.

Investigating the Antecedents of Air Passengers' Behavioural Intentions (항공여객의 차후 행동의도에 영향을 주는 변수에 관한 연구)

  • Park, Jin-U;Choe, Yeon-Cheol;Yu, Gwang-Ui
    • Journal of Korean Society of Transportation
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    • v.24 no.2 s.88
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    • pp.43-51
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    • 2006
  • This Paper investigates how perceived Price, airline service aquality, perceived value. passenger satisfaction, and airline image determine passengers' future behavioural intentions. To test the conceptual framework, Path analysis using a maximum likelihood estimator, was applied to data collected from Korean international air passengers. It was found that all the hypothesized relationships were statistically significant. Perceived price. Perceived value, passenger satisfaction, and airline image were each found to Have a direct effect on Korean international air passengers future behavioural intentions.

A Study on Characteristics of Chinese Civil Aviation Market (중국 항공운송시장특성에 관한 연구)

  • Sun, Zhanfang
    • The Journal of the Korea Contents Association
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    • v.14 no.6
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    • pp.397-406
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    • 2014
  • Recently, China has expanded enormously its economic trade exchange bilaterally with other nations and developed as the second largest aviation market in the world. While open skies bilateral agreements were signed between China and other countries, the agreement processes influenced the aviation market structure and market sharing heavily. This paper analyzed the Chinese aviation market by such three angles as market scale, competitive situation, and market concentration. It is concluded that the Chinese aviation market is the oligopolistic market structure tested by the Herfindahl-Hirschman Index. Finally, suggestions are given to the airlines operating in China such as joining the air alliance, paying attention to a different frequent flyer program (FFP) etc.

Service Failure Recovery Strategies through Human Service Capability: A Case Study of Airline Cabin Service (인적서비스 역량을 통한 항공객실서비스 실패 회복 전략 방안)

  • Kim, Yoon-Jin
    • Journal of Korea Society of Industrial Information Systems
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    • v.23 no.5
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    • pp.145-157
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    • 2018
  • The purpose of this study is to explore ways of service recovery and procedures through the service failure cases depending on the employee capacity that leads to improving quality of the airline cabin service. This study was tested using the failure case of airline in korea. Since interrupting and discontinuing of customer service affect customer defections, customer satisfaction must quickly respond to the service's error situation. The service of the cabin crew is closely related to the customer's evaluation, the direct connection. Customer's objectives are to meet employee needs for service recovery and to recognize and analyze customer perceptions of human resources services, restore customer expectations and maintain contracts with customers. Therefore, this study proposes a set of strategies for effectively preventing and responding to customer related service failure in the airline cabin service.

The Effect of the Cabin Service Quality on Customer Loyalty and Airline Image (고객 충성도 및 항공사 이미지 형성에 기내 서비스품질이 미치는 영향)

  • Wang, Soo-Myung;Park, Hye-Yoon
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.24 no.2
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    • pp.47-58
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    • 2016
  • The cabin service quality expected by customers during the air travel can be the top priority to choose an airline. Customers' perception about cabin service quality evaluation are important for developing differentiated cabin service strategies of airlines, so this study aims to analyze the effect of the cabin service quality on airline image and customer loyalty. For achieving this purpose, literature study and empirical study on cabin service, customer loyalty and airline image were performed together. As a results of research, a high level of the cabin service quality provided by airlines significantly influenced positive images of airlines and customer loyalty. And customers' positive image towards airlines practically had a substantial influence on the improvement of customer loyalty. These study results would help in creating positive images of airlines and securing customer loyalty by developing differentiated and improved cabin service quality strategies of each airline in the limitless competition of the aviation service industry.

The Effects of Symptoms from Emotional Airline Labors on Their Job-related Stress, Service Delivery Level and Customer-Oriented Work Activities (항공사 종사자의 감정노동이 직무스트레스와 서비스 제공수준, 고객 지향적 행동에 미치는 영향)

  • Kim, Kwang Il;Lee, Su Mi
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.25 no.4
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    • pp.76-82
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    • 2017
  • I studied existing research and thesis which are relating emotional labor, job-related stress, and service level to set up the structural model and potential factors that form this structural model. The result showed that emotional labor is affecting job-related stress, service delivery level and customer-oriented activities. And service delivery level is affecting customer-oriented activities under 95% confidence levels. Also from the analysis of group survey by working group, check-in agent's emotional labor is affecting on job-related stress, service delivery level and customer-oriented activities. And service level is affecting on customer-oriented activities. By the result of how emotional labor and customer-oriented activities are related, I strongly believe it contributed the study of emotional labor theory.