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Association Rule Mining and Network Analysis in Oriental Medicine.

Authors :
Yang, Dong Hoon
Kang, Ji Hoon
Park, Young Bae
Park, Young Jae
Oh, Hwan Sup
Kim, Seoung Bum
Source :
PLoS ONE. Mar2013, Vol. 8 Issue 3, p1-9. 9p.
Publication Year :
2013

Abstract

Extracting useful and meaningful patterns from large volumes of text data is of growing importance. In the present study we analyze vast amounts of prescription data, generated from the book of oriental medicine to identify the relationships between the symptoms and the associated medicines used to treat these symptoms. The oriental medicine book used in this study (called Bangyakhappyeon) contains a large number of prescriptions to treat about 54 categorized symptoms and lists the corresponding herbal materials. We used an association rule algorithm combined with network analysis and found useful and informative relationships between the symptoms and medicines. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
19326203
Volume :
8
Issue :
3
Database :
Academic Search Index
Journal :
PLoS ONE
Publication Type :
Academic Journal
Accession number :
87681193
Full Text :
https://doi.org/10.1371/journal.pone.0059241