Title :
The study of big data based on complex network—with the example of credit reference
Author :
Wang Cong; Ning Huicong
Author_Institution :
Department of Pure Mathematics, School of mathematical science, Peking University, Beijing, China
Abstract :
The network of credit reference is a typical complex network in the theoretical level and practical level. In the big data era, in order to break the privacy of the credit calculation method and promote its development, this paper proposes a big data mining algorithm on the network of credit reference, which modifies the algorithm of traditional machine learning algorithm and the algorithm of HMM to calculate the credit score.
Keywords :
"Big data","Hidden Markov models","Machine learning algorithms","Complex networks","Data mining","Bayes methods","History"
Conference_Titel :
Computer Science and Network Technology (ICCSNT), 2015 4th International Conference on
DOI :
10.1109/ICCSNT.2015.7490821