Data Analysis and Prediction of Securities Based on Decision Tree Algorithm

Author

Xiong, Wei ; Jing, Xiao ; Zimian, Hao ; Lei HongLli

Author_Institution

WuHan Univ. of Sci. & Eng., Wuhan, China

fYear

2009

fDate

June 30 2009-July 2 2009

Firstpage

83

Lastpage

87

Abstract

The decision tree algorithm is one of the data mining methods. Security markets is an important part of our countrypsilas financial market. Based on the correct analysis of the security data, selecting proper economic indicators, using the improved algorithm and mining data from the transaction can guard against financial crisis to a certain extent and predict financial trend. The experimental results show that this approach has access to knowledge of great practicable value.

Keywords

data analysis; data mining; financial data processing; security of data; country financial market; data analysis; data mining methods; decision tree algorithm; economic indicators; financial trend prediction; security data; security markets; Algorithm design and analysis; Data analysis; Data engineering; Data mining; Data security; Decision trees; Educational institutions; Frequency; Information security; Stock markets; binary decision tree decision; information entropy; tree chart;

fLanguage

English

Publisher

ieee

Conference_Titel

New Trends in Information and Service Science, 2009. NISS '09. International Conference on

Conference_Location

Beijing

Print_ISBN

978-0-7695-3687-3

Type

conf

DOI

10.1109/NISS.2009.272

Filename

5260486