Predicting auction price of vehicle license plate with deep recurrent neural network

作者：

Highlights：

• Expert system to predict license plate auction price based on characters on plate.

• Examine the effectiveness of recurrent neural network of various sizes and depth.

• Our model can explain over 80% of price variations base on 13 years of data.

摘要

•Expert system to predict license plate auction price based on characters on plate.•Examine the effectiveness of recurrent neural network of various sizes and depth.•Our model can explain over 80% of price variations base on 13 years of data.

论文关键词：Price predictions,Expert system,Recurrent neural networks,Deep learning,Natural language processing

论文评审过程：Received 6 June 2019, Revised 5 October 2019, Accepted 5 October 2019, Available online 7 October 2019, Version of Record 11 October 2019.

论文官网地址：https://doi.org/10.1016/j.eswa.2019.113008