Stock Transaction Analysis System based on Hadoop and Capital flow

被引:0
|
作者
Yu, Feng [1 ]
Cao, Sheng-lin [2 ]
Huang, Shu-cheng [1 ]
Gan, Peng-fei [1 ]
机构
[1] Jiangsu Univ Sci & Technol, Sch Comp Sci, Zhenjiang, Jiangsu, Peoples R China
[2] Ningxia Normal Univ, Sch Comp Sci, Guyuan City, Peoples R China
基金
美国国家科学基金会;
关键词
Stock Transaction Analysis; Hadoop; Capital flow analysis; Big Data;
D O I
10.1109/CBD.2018.00019
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Stock transaction analysis is an interesting topic to be investigated both for financial economist and data processing expert. In practice, various analysis systems have been studied to gain excellent result for prediction. However, few jobs have been done on the combination of financial index analysis and data processing techniques. The purpose of this paper is to test if the stock transaction behavior can be detected by using data processing technique on a synthetic index of capital flow. In this paper, the overall logic architecture and functional framework of analysis system have been introduced detailedly. In addition, a developed prototype system has been tested and the way how the main components are implemented is also illustrated. The experiments show that the prototypes system is capable of achieving better trade-off regarding the accuracy, availability and flexibility.
引用
收藏
页码:54 / 59
页数:6
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