Purchase and Its Sign Analysis from Customer Behaviors Using Deep Convolutional Neural Networks

摘要

In this paper, we predict purchase from access log data and consider customer behavior about purchase sign on E-commerce site. In addition, applying Convolutional neural networks to this study, we discuss probability of purchase or not purchase and data preprocessing. By extracting hidden layer of model, we consider customer behaviors about purchase and not purchase. Furthermore, we discuss the way of transforming no image datasets to imagelike data. We think about probability of using its networks for no images data through this study.