NDLI: Application of data mining technology in excavating prevention and treatment experience of infectious diseases from famous herbalist doctors

Content Provider	IEEE Xplore Digital Library
Author	Yi Luo Ji-Qiang Li Dan-Wen Zheng Zhan-Peng Tan Hong Zhou Qing-Ping Deng Yun-Tao Liu Ai-hua Ou Jian Yin
Copyright Year	2011
Description	Author affiliation: Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China (Yi Luo; Ji-Qiang Li; Dan-Wen Zheng; Zhan-Peng Tan; Hong Zhou; Qing-Ping Deng; Yun-Tao Liu; Ai-hua Ou) \|\| School of Information Science and Technology, Sun Yat-sen University Guangzhou, China (Jian Yin)
Abstract	This study is to explore effect and significance of data mining technology (DMT) used in excavating prevention and treatment experience of infectious diseases from famous herbalist doctors (FHDs). DMT methods such as cluster analysis and association rules was applied to the study on FHDs literature on preventing and treating influenza, dysentery, tuberculosis, viral hepatitis and other infectious diseases in order to excavate the inner rules and refine the regular understanding. The result shows that cluster analysis is helpful to summarize the common understanding of experience including concept of syndrome differentiation, regulation of diagnosis and treatment, prescription characteristic, which based on FHDs' prevention and treatment of influenza (including A H1N1), viral hepatitis and other infectious diseases. Association rules greatly contributed to the judgment of relationship between etiology, syndrome, symptoms and herbal prescription of infectious diseases. In conclusion, DMT provides technical support for concise and inheritance of academic thought which originates from FHDs. DMT is of high application value in research of experience of FHDs and relevant literature, and is worth further discussion.
Starting Page	784
Ending Page	790
File Size	849145
Page Count	7
File Format	PDF
ISBN	9781457716126
e-ISBN	9781457716133
DOI	10.1109/BIBMW.2011.6112472
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-11-12
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Pathogens Correlation Heat treatment Influenza Liver association rules Prevention and Treatment Experience of Infectious Diseases Famous Herbalist Doctor Data Mining Association rules cluster analysis
Content Type	Text
Resource Type	Article

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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