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A User Purchase Behavior Prediction Method Based on XGBoost

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References

2003Buying or browsing?513 cited
2009Beyond buying: Motivations behind consumers' online shopping cart use339 cited
2006Turning Visitors into Customers: A Usability-Centric Perspective on Purchase Behavior in Electronic Channels286 cited
2011Modeling Consumer Purchasing Behavior in Social Shopping Communities with Clickstream Data277 cited
2018A machine learning framework for customer purchase prediction in the non-contractual setting267 cited
2021On the platform but will they buy? Predicting customers' purchase behavior using deep learning183 cited
2019An Improved Random Forest Algorithm for Predicting Employee Turnover142 cited
2016Discovering interpretable geo-social communities for user behavior prediction123 cited
2019A Machine Learning Based Method for Customer Behavior Prediction77 cited
2010To mine association rules of customer values via a data mining procedure with improved model: An empirical case study70 cited

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2025An optimized machine learning framework for predicting and interpreting corporate ESG greenwashing behavior33 cited
2024Forecasting Online Shoppers Purchase Intentions with Cat Boost Classifier15 cited

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