@inproceedings{291e5350aa674c97939274a2c6751b28,
title = "Based big data analysis of fraud detection for online transaction orders",
abstract = "Fraud control is important for the online marketplace. This study addresses the problem of detecting attempts to deceive orders in Internet transactions. Our goal is to generate an algorithmmodel to detect and prevent the fraudulent orders. First, after analyzing the real historical data of customers{\textquoteright} orders from Dangdang Website (http://www.dangdang.com. E-commerce China Dangdang Inc (Dangdang) is a leading e-commerce company in China. Dangdang officially listed on the New York Stock Exchange on December 8th, 2010, and is the first Chinese B2C e-commerce company which is completely based on online business to list on New York Stock.), we described characteristics related to transactions that may indicate frauds orders.We presented fraudulent orders characteristic matrix through comparing the normal and abnormal orders. Secondly, we apply Logic Regression model to identify frauds based on the characteristic matrix. We used real data from Dang company to train and evaluate our methods. Finally we evaluated the validity of solutions though analyzing feedback data.",
keywords = "Big data, Fraud detection, Fraud order, Fraud prevention, Internet translation, Logistic regression",
author = "Qinghong Yang and Xiangquan Hu and Zhichao Cheng and Kang Miao and Xiaohong Zheng",
note = "Publisher Copyright: {\textcopyright} Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 2015.; 5th International Conference on Cloud Computing, CloudComp 2014 ; Conference date: 19-10-2014 Through 21-10-2014",
year = "2015",
doi = "10.1007/978-3-319-16050-4\_9",
language = "英语",
series = "Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST",
publisher = "Springer Verlag",
pages = "98--106",
editor = "Lai, \{Roy Xiaorong\} and Leung, \{Victor C.M.\} and Min Chen and Jiafu Wan",
booktitle = "Cloud Computing - 5th International Conference, CloudComp 2014, Revised Selected Papers",
address = "德国",
}