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Data-driven market segmentation in hospitality using unsupervised machine learning
8 references·1 citing·44 second hop
Data-driven market segmentation in hospitality using unsupervised machine learning (2022)Data-driven market segmentation in hospit…Business intelligence and big data in hospitality and tourism: a systematic literature review (2018)Business intelligence and big…Benefit-based consumer segmentation and performance evaluation of clustering approaches: An evidence of data-driven decision-making (2018)Benefit-based consumer segmen…Personalized Online Advertising Effectiveness: The Interplay of What, When, and Where (2015)Personalized Online Advertisi…Towards relational exchange in services marketing: insights from hospitality industry. (2005)Towards relational exchange i…A Review of Data-Driven Market Segmentation in Tourism (2002)A Review of Data-Driven Marke…Building customer relationships: do discount cards work? (2000)Building customer relationshi…Market Segmentation: Conceptual and Methodological Foundations (1997)Market Segmentation: Conceptu…Market segmentation (1987)Market segmentationLRFS: Online Shoppers’ Behavior-Based Efficient Customer Segmentation Model (2024)LRFS: Online Shoppers’ Behavi…Central and Peripheral Routes to Advertising Effectiveness: The Moderating Role of Involvement (1983)The Adaptive Decision Maker (1993)Marketing in Hypermedia Computer-Mediated Environments: Conceptual Foundations (1996)Airbnb: Online targeted advertising, sense of power, and consumer decisions (2016)Preparing for an Era of Deepfakes and AI-Generated Ads: A Framework for Understanding Responses to Manipulated Advertising (2021)Finding Goldilocks Influencers: How Follower Count Drives Social Media Engagement (2022)Zero defections: quality comes to services. (1990)Do Customer Loyalty Programs Really Work (1997)Principles of service marketing and management (1999)Loyalty programs and a sense of community (2005)Consumer reactance against loyalty programs (2007)Brand interactions and social media: Enhancing user loyalty through social networking sites (2016)Who Belongs in the Family? (1953)THE APPLICATION OF CLUSTER ANALYSIS IN STRATEGIC MANAGEMENT RESEARCH: AN ANALYSIS AND CRITIQUE (1996)A benefit segmentation of tourists in rural areas: a Scottish perspective (2004)Categorizing Categorization Research: Review, Integration, and Future Directions (2013)Cultural tourism: An analysis of engagement, cultural contact, memorable tourism experience and destination loyalty (2017)Case Study Research: Design and Methods (1984)Case study research: Design and methods (1986)Mixed Methods Research: A Research Paradigm Whose Time Has Come (2004)Market segmentation using high-dimensional sparse consumers data (2019)Analisis Data Artikel Sistem Pakar Menggunakan Metode Systematic Review (2020)An Exploration of Clustering Algorithms for Customer Segmentation in the UK Retail Market (2023)Towards a Methodology for Developing Evidence‐Informed Management Knowledge by Means of Systematic Review (2003)The Data Warehouse Lifecycle Toolkit (2009)Big Data : The Management Revolution (2013)Exploring how consumer goods companies innovate in the digital age: The role of big data analytics companies (2020)Big data and analytics in hospitality and tourism: a systematic literature review (2021)Corporate social responsibility in family firms: A systematic literature review (2021)Product Differentiation and Market Segmentation as Alternative Marketing Strategies (1956)A Theory of Cognitive Dissonance (1957)Attitudinal and normative variables as predictors of specific behavior. (1973)Selecting a hotel and determining salient quality attributes: a preliminary study of mature british travellers (2000)Segmenting Sport Fans Using Brand Associations: A Cluster Analysis (2007)Market Segmentation in Practice: Review of Empirical Studies, Methodological Assessment, and Agenda for Future Research (2008)Knowledge discovery on RFM model using Bernoulli sequence (2008)The influence of loyalty programme membership on customer purchase behaviour (2008)Real-time prediction of online shoppers’ purchasing intention using multilayer perceptron and LSTM recurrent neural networks (2018)Discrete Choice Methods with Simulation (2001)Can socio-demographics still play a role in profiling green consumers? A review of the evidence and an empirical investigation (2003)Testing measurement invariance of composites using partial least squares (2016)The role of perceived organizational support on emotional labor in the airline industry (2013)How to support consumer-brand relationships (2015)Understanding regulatory focuses (2015)
this work references cited by second hop

References

  • 1997Market Segmentation: Conceptual and Methodological Foundations1,866 cited
  • 2018Business intelligence and big data in hospitality and tourism: a systematic literature review438 cited
  • 2015Personalized Online Advertising Effectiveness: The Interplay of What, When, and Where427 cited
  • 2002A Review of Data-Driven Market Segmentation in Tourism405 cited
  • 1987Market segmentation203 cited
  • 2000Building customer relationships: do discount cards work?189 cited
  • 2018Benefit-based consumer segmentation and performance evaluation of clustering approaches: An evidence of data-driven decision-making89 cited
  • 2005Towards relational exchange in services marketing: insights from hospitality industry.44 cited

Cited by

  • 2024LRFS: Online Shoppers’ Behavior-Based Efficient Customer Segmentation Model9 cited

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