An evaluation of airport service experience: An identification of service improvement opportunities based on topic modeling and sentiment analysis

Title An evaluation of airport service experience: An identification of service improvement opportunities based on topic modeling and sentiment analysis
Author Kılıç, Sena, Çadirci, T. O.
Publication Date: 2022-06
Publication Place - Elsevier
Subject Airport service experience, Opportunity mining, Sentiment analysis, Topic modeling
Type Periodical
Language English
Digital Yes
Manuscript No
Library: Özyeğin University
Library Asset ID 2210-5395
Record ID 39020b6f-e83c-49ac-8eb5-f6d216ac084e
Library Location Aviation Management
Date 2022-06
Sample Text With the increase in airport alternatives and airport service variation, passengers' perception of the airport experience has changed. By working with consumer experience through customer reviews, this study aims to define customer experiences and expectations. Topic modeling and sentiment analysis are applied to 1224 passengers' comments on the top 10 airports collected from Skytrax. Ten topics consisting of baggage claim, immigration process, access gates, procedures at the airport, leisure activities, employee service, transfer/transit amenities, terminal facilities, passport control, ambient conditions are identified. With a few exceptions, positive sentiments have been obtained for these topics. Finally, managerial implications and limitations are shared.
DOI 10.1016/j.rtbm.2021.100744
Cilt 43
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An evaluation of airport service experience: An identification of service improvement opportunities based on topic modeling and sentiment analysis

Author Kılıç, Sena, Çadirci, T. O.
Publication Date 2022-06
Publication Place - Elsevier
Subject Airport service experience, Opportunity mining, Sentiment analysis, Topic modeling
Type Periodical
Language English
Digital Yes
Manuscript No
Library Özyeğin University
Library Asset ID 2210-5395
Record ID 39020b6f-e83c-49ac-8eb5-f6d216ac084e
Library Location Aviation Management
Date 2022-06
Sample Text With the increase in airport alternatives and airport service variation, passengers' perception of the airport experience has changed. By working with consumer experience through customer reviews, this study aims to define customer experiences and expectations. Topic modeling and sentiment analysis are applied to 1224 passengers' comments on the top 10 airports collected from Skytrax. Ten topics consisting of baggage claim, immigration process, access gates, procedures at the airport, leisure activities, employee service, transfer/transit amenities, terminal facilities, passport control, ambient conditions are identified. With a few exceptions, positive sentiments have been obtained for these topics. Finally, managerial implications and limitations are shared.
DOI 10.1016/j.rtbm.2021.100744
Cilt 43
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