A Data Mining System for Herbal Formula Compatibility Analysis

  • Li Jinghua
  • Feng Yi
  • Yu Tong
  • Liu Jing
  • Zhu Ling
  • Dong Yan
  • Shuo Yang
  • Lirong Jia
  • Bo Gao
  • Gao Hongjie
Conference paper
Part of the Lecture Notes in Electrical Engineering book series (LNEE, volume 269)

Abstract

In this paper, to mine herb compatibility and especially how formula emerges by some herb combination, we propose a improved association rule algorithm based on herbs frequency and combination, so all the compatibility relationship is displayed in a tree structure, based on which a new data mining system is introduced to analyze the compatibility of herbal formulae in traditional Chinese medicine. This system is mainly based on a tree-based method, and incorporates functions of data cleaning, data selection, data formatting, formula tree generating and result outputting. Experimental results on datasets of viral myocarditis treatment literature in the past 10 years show that this system could serve as a useful tool for data mining of herbal formula compatibility. By which we can infer clearly the relationship of formulas and their derivation, and also shows that the core of TCM treatment of viral myocarditis are forsythia, honeysuckle and licorice root, as the core drug of treatments., to which more attentions should be paid in future pharmacology research.

Keywords

Herb Traditional Chinese medicine Formula compatibility Data mining 

Notes

Acknowledgments

This work is supported by National Natural Science Fund of China (NO. 60905026, NO. 81001560), Zhejiang Science and Technology Plan Project (NO. 2010C33016).

We also thank Dr. Li Jinghua design the framework for the study, Dr. Feng Yi made the improvement of the algorithm, Dr. Yu Tong and Du Xiaolong for developing the software, Dr. Dong Yan, Dr. Zhu Ling and Mrs. Gao Hongjie for polishing this article.

References

  1. 1.
    Li JH, Cui M (2010) Study on algorithm and application of prescription compatibility relation. China Digital Med 5:42−44Google Scholar
  2. 2.
    Cui M, Li JH, Li HY et al (2010) Herbal compatibility of traditional Chinese medical formulas for acquired immunodeficiency syndrome. J Tradit Chinese Med 32(3):329−334Google Scholar

Copyright information

© Springer Science+Business Media Dordrecht 2014

Authors and Affiliations

  • Li Jinghua
    • 1
  • Feng Yi
    • 1
  • Yu Tong
    • 1
  • Liu Jing
    • 1
  • Zhu Ling
    • 1
  • Dong Yan
    • 1
  • Shuo Yang
    • 1
  • Lirong Jia
    • 1
  • Bo Gao
    • 1
  • Gao Hongjie
    • 1
  1. 1.School of Computer Science and Information EngineeringZhejiang Gongshang UniversityHangzhouPeople’s Republic of China

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