High Impact Factor : 4.396 icon | Submit Manuscript Online icon |

Coupon Purchase Prediction using Machine Learning

Author(s):

Yatish Patil , Bharati Vidyapeeth College of Engineering Navi Mumbai; Onkar Pawar, Bharati Vidyapeeth College of Engineering Navi Mumbai; Dr. D. R. Ingle, Bharati Vidyapeeth College of Engineering Navi Mumbai

Keywords:

Machine Learning, Coupons Code, Prediction, E- Commerce

Abstract

Our project is based on user data analysis which is use to predict users coupons usage behaviour. Issuing discount shopping coupons is a popular way to promote sales in E-commerce environments. In order to improve the coupon usage ratio, it is important to predict the probability in which a user will use a coupon. To treat the coupon usage probability prediction problem as a binary classification problem, and we use machine learning methods to analyze users coupon usage behaviours and coupon purchase prediction.

Other Details

Paper ID: IJSRDV7I21146
Published in: Volume : 7, Issue : 2
Publication Date: 01/05/2019
Page(s): 1232-1234

Article Preview

Download Article