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Sequential classification of customer behavior based on sequence-to-sequence learning with gated-attention neural networks
13 references·0 citing·45 second hop
Sequential classification of customer behavior based on sequence-to-sequence learning with gated-attention neural networks (2022)Sequential classification of customer beh…The GNG neural network in analyzing consumer behaviour patterns: empirical research on a purchasing behaviour processes realized by the elderly consumers (2020)The GNG neural network in ana…LRFMP model for customer segmentation in the grocery retail industry: a case study (2017)LRFMP model for customer segm…A hybrid approach for predicting customers’ individual purchase behavior (2017)A hybrid approach for predict…The Routledge Companion to Consumer Behavior Analysis (2015)The Routledge Companion to Co…The influence of sales areas and bargain sales on customer behavior in a grocery store (2014)The influence of sales areas …Consumer Purchasing Behavior Extraction Using Statistical Learning Theory (2014)Consumer Purchasing Behavior …The effect of context on misclassification costs in e-commerce applications (2013)The effect of context on misc…Testing Behavioral Hypotheses Using an Integrated Model of Grocery Store Shopping Path and Purchase Behavior (2009)Testing Behavioral Hypotheses…Research Note—The Traveling Salesman Goes Shopping: The Systematic Deviations of Grocery Paths from TSP Optimality (2008)Research Note—The Traveling S…An exploratory look at supermarket shopping paths (2005)An exploratory look at superm…A neural network application to consumer classification to improve the timing of direct marketing activities (2004)A neural network application …Impact of Sales Promotions on When, What, and How Much to Buy (1988)Impact of Sales Promotions on…A Logit Model of Brand Choice Calibrated on Scanner Data (1983)A Logit Model of Brand Choice…A Logit Model of Brand Choice Calibrated on Scanner Data (Логистическая модель выбора бренда, откалиброванная на панельных данных сканированных штрих-кодов покупок) (1983)A Cognitive Hierarchy Model of Games (2004)Empirical models of manufacturer-retailer interaction: A review and agenda for future research (2010)Estimating Search Benefits from Path-Tracking Data: Measurement and Determinants (2017)Fundamental patterns of in-store shopper behavior (2017)The psychology of social impact. 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The role of consumer confusion (2019)The Changing Role of Marketing in the Corporation (1992)THE APPLICATION OF CLUSTER ANALYSIS IN STRATEGIC MANAGEMENT RESEARCH: AN ANALYSIS AND CRITIQUE (1996)Marketing management: analysis. planning. implementation and control (2000)Big data for business management in the retail industry (2018)A hybrid big data analytical approach for analyzing customer patterns through an integrated supply chain network (2020)RFM model customer segmentation based on hierarchical approach using FCA (2023)Market Segmentation: Conceptual and Methodological Foundations (1997)Marketing models of consumer heterogeneity (1998)Using Context to Improve Predictive Modeling of Customers in Personalization Applications (2008)A stacked ensemble learning method for customer lifetime value prediction (2023)Prediction of Customer Behavior Changing via a Hybrid Approach (2023)Transactional data-based customer segmentation applying CRISP-DM methodology: A systematic review (2023)Customer Switching Behavior in Service Industries: An Exploratory Study (1995)Adoption of Internet banking by Australian consumers: an empirical investigation (1999)Pursuing the Value-Conscious Consumer: Store Brands versus National Brand Promotions (2001)Using statistical learning theory for purchase behavior prediction via direct observation of in-store behavior (2015)Comprehensive Analysis and Mining Big Data on Smart E-commerce User Behavior (2020)
this work references cited by second hop

References

  • 1983A Logit Model of Brand Choice Calibrated on Scanner Data1,806 cited
  • 1988Impact of Sales Promotions on When, What, and How Much to Buy1,052 cited
  • 2005An exploratory look at supermarket shopping paths387 cited
  • 2009Testing Behavioral Hypotheses Using an Integrated Model of Grocery Store Shopping Path and Purchase Behavior267 cited
  • 2017LRFMP model for customer segmentation in the grocery retail industry: a case study113 cited
  • 2008Research Note—The Traveling Salesman Goes Shopping: The Systematic Deviations of Grocery Paths from TSP Optimality113 cited
  • 2004A neural network application to consumer classification to improve the timing of direct marketing activities66 cited
  • 2015The Routledge Companion to Consumer Behavior Analysis63 cited
  • 2017A hybrid approach for predicting customers’ individual purchase behavior23 cited
  • 2014Consumer Purchasing Behavior Extraction Using Statistical Learning Theory23 cited
  • 2020The GNG neural network in analyzing consumer behaviour patterns: empirical research on a purchasing behaviour processes realized by the elderly consumers21 cited
  • 2014The influence of sales areas and bargain sales on customer behavior in a grocery store16 cited
  • 2013The effect of context on misclassification costs in e-commerce applications15 cited

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