Association Rule Mining and Network Analysis in Oriental Medicine

  • Yang, Dong Hoon; 
  • Kang, Ji Hoon; 
  • Park, Young Bae; 
  • Park, Young Jae; 
  • Oh, Hwan Sup; 
  • ... Kim, Seoung Bum
Citations

WEB OF SCIENCE

43
Citations

SCOPUS

47

초록

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.

키워드

TRADITIONAL CHINESE MEDICINE; KNOWLEDGE DISCOVERY
제목
Association Rule Mining and Network Analysis in Oriental Medicine
저자
Yang, Dong Hoon; Kang, Ji Hoon; Park, Young Bae; Park, Young Jae; Oh, Hwan Sup; Kim, Seoung Bum
DOI
10.1371/journal.pone.0059241
발행일
2013-03-15
유형
Article
저널명
PLoS One
권
8
호
3