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Understanding Airline Passengers during Covid-19 Outbreak to Improve Service Quality: Topic Modeling Approach to Complaints with Latent Dirichlet Allocation Algorithm
16 references·2 citing·52 second hop
Understanding Airline Passengers during Covid-19 Outbreak to Improve Service Quality: Topic Modeling Approach to Complaints with Latent Dirichlet Allocation Algorithm (2022)Understanding Airline Passengers during C…Text mining approach to explore dimensions of airline customer satisfaction using online customer reviews (2019)Text mining approach to explo…Latent Dirichlet allocation (LDA) for topic modeling of the CFPB consumer complaints (2019)Latent Dirichlet allocation (…Using structural topic modeling to identify latent topics and trends in aviation incident reports (2018)Using structural topic modeli…Disentangling consumer recommendations: Explaining and predicting airline recommendations based on online reviews (2018)Disentangling consumer recomm…An investigation of customer satisfaction with low-cost and full-service airline companies (2017)An investigation of customer …Quantitative analysis of large amounts of journalistic texts using topic modelling (2015)Quantitative analysis of larg…Business intelligence in banking: A literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation (2014)Business intelligence in bank…Customer Experience Creation: Determinants, Dynamics and Management Strategies (2009)Customer Experience Creation:…Passenger expectations and airline services: a Hong Kong based study (2003)Passenger expectations and ai…The evaluation of airline service quality by fuzzy MCDM (2002)The evaluation of airline ser…A survey analysis of service quality for domestic airlines (2002)A survey analysis of service …Recognizing cross‐cultural differences in consumer complaint behavior and intentions: an empirical examination (2001)Recognizing cross‐cultural di…E‐complaining: a content analysis of an Internet complaint forum (2001)E‐complaining: a content anal…SERVQUAL: review, critique, research agenda (1996)SERVQUAL: review, critique, r…Consumer Complaint Intentions and Behavior: Definitional and Taxonomical Issues (1988)Consumer Complaint Intentions…Defensive Marketing Strategy by Customer Complaint Management: A Theoretical Analysis (1987)Defensive Marketing Strategy …What We Ask about When We Ask about Quarantine? Content and Sentiment Analysis on Online Help-Seeking Posts during COVID-19 on a Q&A Platform in China (2022)What We Ask about When We Ask…Factors Influencing Consumer Satisfaction of Fresh Produce E-Commerce in the Background of COVID-19—A Hybrid Approach Based on LDA-SEM-XGBoost (2022)Factors Influencing Consumer …Framing: Toward Clarification of a Fractured Paradigm (1993)Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)Structural Topic Models for Open‐Ended Survey Responses (2014)Smart literature review: a practical topic modelling approach to exploratory literature review (2019)Machine Learning for Social Science: An Agnostic Approach (2021)Rhetoric and frame analysis of ExxonMobil's climate change communications (2021)Fuzzy sets (1965)Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research (1975)Fuzzy sets (1996)Customer satisfaction using low cost carriers (2010)A novel Likert scale based on fuzzy sets theory (2012)Fuzzy VIKOR method: A case study of the hospital service evaluation in Taiwan (2014)A Conceptual Model of Service Quality and Its Implications for Future Research (1985)SERVQUAL: A multiple-Item Scale for measuring consumer perceptions of service quality (1988)Measuring Service Quality: A Reexamination and Extension (1992)Examining airline service quality from a process perspective (2004)Expectations and perceptions in airline services: An analysis using weighted SERVQUAL scores (2007)Impact of service quality on customer satisfaction in Malaysia airlines: A PLS-SEM approach (2018)A Systems Approach to Conduct an Effective Literature Review in Support of Information Systems Research (2006)Undertaking a literature review: a step-by-step approach (2008)Business Intelligence and Analytics: From Big Data to Big Impact (2012)Determinants of Default in P2P Lending (2015)Big Data sources and methods for social and economic analyses (2017)Human resources for Big Data professions: A systematic classification of job roles and required skill sets (2017)Evaluating Structural Equation Models with Unobservable Variables and Measurement Error (1981)The Measurement of Word-of-Mouth Communication and an Investigation of Service Quality and Customer Commitment As Potential Antecedents (2001)Tourism image, evaluation variables and after purchase behaviour: inter-relationship (2001)Service quality models: a review (2005)A Model of Advertising and Product Quality (1978)Return on Quality (ROQ): Making Service Quality Financially Accountable (1995)Examining the structural relationships of destination image, tourist satisfaction and destination loyalty: An integrated approach (2007)Social Media in Tourism and Hospitality: A Literature Review (2013)Advances in Consumer Research (2025)Culture's Consequences: International Differences in Work-Related Values. (1983)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)The Commitment-Trust Theory of Relationship Marketing (1994)Jaycustomer behavior: an exploration of types and motives in the hospitality industry (2004)The Effects of Personal Values on Travel Motivation and Behavioral Intention (2011)The antecedents of customer satisfaction and its link to complaint intentions in online shopping: An integration of justice, technology, and trust (2012)The Experiential Aspects of Consumption: Consumer Fantasies, Feelings, and Fun (1982)Conceptualizing, Measuring, and Managing Customer-Based Brand Equity (1993)Customer Engagement Behavior: Theoretical Foundations and Research Directions (2010)Customer Engagement (2011)Understanding Customer Experience Throughout the Customer Journey (2016)An Index of Factorial Simplicity (1974)Significance tests and goodness of fit in the analysis of covariance structures. (1980)Antecedents and consequences of trust and satisfaction in buyer‐seller relationships (1998)A Critical Review of Construct Indicators and Measurement Model Misspecification in Marketing and Consumer Research (2003)When Customer Love Turns into Lasting Hate: The Effects of Relationship Strength and Time on Customer Revenge and Avoidance (2009)A fuzzy AHP and BSC approach for evaluating performance of IT department in the manufacturing industry in Taiwan (2006)Application of TOPSIS in evaluating initial training aircraft under a fuzzy environment (2006)Fuzzy Multicriteria Decision-Making: A Literature Review (2015)
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References

  • 2009Customer Experience Creation: Determinants, Dynamics and Management Strategies3,138 cited
  • 1996SERVQUAL: review, critique, research agenda1,741 cited
  • 1987Defensive Marketing Strategy by Customer Complaint Management: A Theoretical Analysis1,394 cited
  • 1988Consumer Complaint Intentions and Behavior: Definitional and Taxonomical Issues1,041 cited
  • 2002The evaluation of airline service quality by fuzzy MCDM890 cited
  • 2015Quantitative analysis of large amounts of journalistic texts using topic modelling532 cited
  • 2003Passenger expectations and airline services: a Hong Kong based study442 cited
  • 2001Recognizing cross‐cultural differences in consumer complaint behavior and intentions: an empirical examination353 cited
  • 2002A survey analysis of service quality for domestic airlines350 cited
  • 2014Business intelligence in banking: A literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation330 cited
  • 2001E‐complaining: a content analysis of an Internet complaint forum315 cited
  • 2018Using structural topic modeling to identify latent topics and trends in aviation incident reports248 cited
  • 2019Latent Dirichlet allocation (LDA) for topic modeling of the CFPB consumer complaints246 cited
  • 2019Text mining approach to explore dimensions of airline customer satisfaction using online customer reviews

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232 cited
  • 2018Disentangling consumer recommendations: Explaining and predicting airline recommendations based on online reviews200 cited
  • 2017An investigation of customer satisfaction with low-cost and full-service airline companies199 cited
  • Cited by

    • 2022Factors Influencing Consumer Satisfaction of Fresh Produce E-Commerce in the Background of COVID-19—A Hybrid Approach Based on LDA-SEM-XGBoost25 cited
    • 2022What We Ask about When We Ask about Quarantine? Content and Sentiment Analysis on Online Help-Seeking Posts during COVID-19 on a Q&A Platform in China14 cited