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Product2Vec: Leveraging representation learning to model consumer product choice in large assortments
15 references·1 citing·49 second hop
Product2Vec: Leveraging representation learning to model consumer product choice in large assortments (2020)Product2Vec: Leveraging representation le…Product Choice with Large Assortments: A Scalable Deep-Learning Model (2021)Product Choice with Large Ass…Learning Product Characteristics and Consumer Preferences from Search Data (2021)Learning Product Characterist…SHOPPER: A probabilistic model of consumer choice with substitutes and complements (2020)SHOPPER: A probabilistic mode…Scalable bundling via dense product embeddings (2020)Scalable bundling via dense p…P2V-MAP: Mapping Market Structures for Large Retail Assortments (2019)P2V-MAP: Mapping Market Struc…The History of Marketing Science (2014)The History of Marketing Scie…A Control Function Approach to Endogeneity in Consumer Choice Models (2010)A Control Function Approach t…What can grocery basket data tell us about health consciousness? 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References

  • 1995Automobile Prices in Market Equilibrium4,939 cited
  • 1983A Logit Model of Brand Choice Calibrated on Scanner Data1,806 cited
  • 2010A Control Function Approach to Endogeneity in Consumer Choice Models1,098 cited
  • 1999The “Shopping Basket”: A Model for Multicategory Purchase Incidence Decisions478 cited
  • 1996Modeling Consumer Choice among SKUs282 cited
  • 2020SHOPPER: A probabilistic model of consumer choice with substitutes and complements110 cited
  • 2005Modeling Preferences for Common Attributes in Multicategory Brand Choice99 cited
  • 2008Choice Models in Marketing: Economic Assumptions, Challenges and Trends88 cited
  • 2021Product Choice with Large Assortments: A Scalable Deep-Learning Model77 cited
  • 2008What can grocery basket data tell us about health consciousness?63 cited
  • 2019P2V-MAP: Mapping Market Structures for Large Retail Assortments61 cited
  • 2005Estimating a Stockkeeping-Unit-Level Brand Choice Model that Combines Household Panel Data and Store Data57 cited
  • 2014The History of Marketing Science57 cited
  • 2020Scalable bundling via dense product embeddings24 cited
  • 2021Learning Product Characteristics and Consumer Preferences from Search Data

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  • 2021Applied Machine Learning in Operations Management28 cited