Using Conditional Restricted Boltzmann Machines to Model Complex Consumer Shopping Patterns
玻尔兹曼机
计算机科学
限制玻尔兹曼机
计量经济学
经济
数理经济学
人工智能
人工神经网络
作者
Feihong Xia,Rabikar Chatterjee,Jerrold H. May
出处
期刊：Marketing Science [Institute for Operations Research and the Management Sciences] 日期：2019-07-01卷期号：38 (4): 711-727被引量：29
标识
DOI：10.1287/mksc.2019.1162
摘要
We develop and apply a model based on conditional restricted Boltzmann machines to analyze intertemporal crossproduct purchase patterns in enormous consumer purchase data sets.
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