Title :
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
fDate :
June 30 2009-July 2 2009
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;
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
DOI :
10.1109/NISS.2009.272
