DocumentCode :
2542881
Title :
Study on the quantification of pathogenic factors of wind-hot and hot-wetness cold by extenics multidimentional correlation
Author :
Qian, Guo-qiang ; Zhao, Guo-ping ; He, Bin ; Chen, Xiao-yin
Author_Institution :
Nursing Dept., Huanghuai Univ., Zhumadian, China
fYear :
2012
fDate :
29-31 May 2012
Firstpage :
1133
Lastpage :
1135
Abstract :
Background: To discover the relationship between different etiological factors of wind-hot cold and hot-wetness cold. Methods:We collected clinical data of patients in 5 provinces in china from 2010 to 2011 with wind-hot cold and hot-wetness cold at test plot. We design a questionnaire to find the possible EPFs that patients confronted, including environmental factors, meteorology factors, individual physiology, psychology, and habit factors. Construct database, evaluate the quality of the data, use the way of decision tree to data mining and analyzing. By calculate the information gain to determine the contribution of every factor in the process of invasion, get decision tree, and display the correlativity among the factors. Results:1.income and education levels affect the actions of patients of taking hospital treatment or not; 2.weather factors (average temperature, wetness and temperature) have obvious influence on wind-hot and hot-wetness cold caused by EPFs; 3.the relationship between the occurrence of hot-wetness type of cold and wind force is inverse correlation. Discussion: proper sports could reduce the occurrence of disease caused by exogenous evils; the occurrence of wind-hot and hot-wetness cold were caused by lots of factors; people in middle age are easily to suffer from the cold.
Keywords :
data mining; decision trees; diseases; environmental factors; hospitals; medical computing; medicine; patient treatment; psychology; clinical data; correlativity; data mining; data quality evaluation; decision tree; disease occurrence reduction; environmental factors; etiological factors; exogenous evils; exogenous pathogeny factor; extenics multidimentional correlation; habit factors; hospital treatment; hot-wetness cold; individual physiology; information gain; invasion process; inverse correlation; meteorology factors; pathogenic factors; patient education level; patient income level; patients data; psychology; weather factors; wind force; wind-hot cold; Decision trees; Diseases; Educational institutions; Helium; History; Meteorology; Temperature; ID3 decision tree; extenics; hot-wetness cold; multidenmitional correlation; wind-hot cold;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location :
Sichuan
Print_ISBN :
978-1-4673-0025-4
Type :
conf
DOI :
10.1109/FSKD.2012.6233823
Filename :
6233823
Link To Document :
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