Skip to main content

Two Dimensions Data Slicing Algorithm, a New Approach in Mining Rules of Literature in Traditional Chinese Medicine

  • Conference paper
Emerging Research in Artificial Intelligence and Computational Intelligence (AICI 2011)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 237))

Abstract

Chinese medicinal herbs, acupuncture, and patterns are important components in traditional Chinese medicine. In this paper, focused on facial nerve paralysis, we proposed an algorithm named two dimensions data slicing to mine rules of Chinese medicinal herbs, acupuncture, and patterns. The process of mining was done in two dimensions. The one-dimension analyzes the frequencies of Chinese medicinal herbs, acupoints, and patterns. The two-dimension analyzes the frequencies of co-existed keyword pairs. By examining the results of these two dimensions, although some noises existed, most regular knowledge of treating this disease is mined out. This algorithm might be useful in mining rules in the literature of traditional Chinese medicine.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Razali, A.M., Ali, S.: Generating Treatment Plan in Medicine: A Data Mining Approach. Shahriyah Ali Journal: American Journal of Applied Sciences 6(2), 345–351 (2009)

    Google Scholar 

  2. Hotho, A., Nürnberger, A., Paaβ, G.: A Brief Survey of Text Mining. LDV Forum - GLDV Journal for Computational Linguistics and Language Technology 20(1), 19–62 (2005)

    Google Scholar 

  3. Hand, D.J., Mannila, H., Smyth, P.: Principles of Data Mining. MIT Press, Cambridge (2001); ISBN 026208290X, 9780262082907

    Google Scholar 

  4. Lanska, D.J.: Ramsay Hunt syndrome. J. Neurol Neurosurg Psychiatry 71, 149–154 (2001); doi:10.1136/jnnp.71.2.149

    Article  Google Scholar 

  5. Fu, X.: Observation on therapeutic effect of acupuncture on early peripheral facial paralysis. Zhongguo Zhen Jiu 27(7), 494–496 (2007)

    Google Scholar 

  6. Tzanis, G., Berberidis, C., Vlahavas, I.P.: Biological Data Mining. Encyclopedia of Database Technologies and Applications, 35–41 (2005)

    Google Scholar 

  7. Zheng, G., Jiang, M., Xu, Y., Chen, G., Lu, A.: Discrete Derivative Algorithm of Frequency Analysis in Data Mining for Commonly-existed Biological Networks. In: CNMT 2010, pp. 5–10 (2010)

    Google Scholar 

  8. He, X.W., Wang, B.Y., Huang, J.H., Zhou, S.L., Huang, X.B., Wu, J.: Clinical observation on moxibustion and acupuncture at Zusanli (ST 36) for treatment of refractory facial paralysis. Zhongguo Zhen Jiu 26(11), 775–777 (2006)

    Google Scholar 

  9. Lei, H., Wang, W., Huang, G.: Acupuncture benefits a pregnant patient who has Bell’s palsy: a case study. J. Altern. Complement. Med. 16(9), 1011–1014 (2010)

    Article  Google Scholar 

  10. Geng, L., Hamilton, H.J.: Choosing the Right Lens: Finding What is Interesting in Data Mining. SCI, vol. 43, pp. 3–24. Springer, Heidelberg (2007)

    Google Scholar 

  11. Rosted, P., Woolley, D.R.: Bell’s Palsy following acupuncture treatment–a case report. Acupunct. Med. 25(1-2), 47–48 (2007)

    Article  Google Scholar 

  12. Schmidt, S., Vuillermin, P., Jenner, B., Ren, Y., Li, G., Phoebe Chen, Y.-P.: Mining Medical Data: Bridging the Knowledge Divide. In: Proceedings of eResearch Australasia (2008)

    Google Scholar 

  13. Shen, T.L., Zhang, W., Li, Y.: Clinical observation on the principle of single usage of acupoints of Shaoyang meridian for treatment of facial paralysis in acute stage. Zhongguo Zhen Jiu 30(6), 461–464 (2010)

    MathSciNet  Google Scholar 

  14. Song, X.J., Zhang, D.: Study on the manifestation of facial infrared thermography induced by acupuncturing Guangming (GB 37) and Hegu (LI 4). Zhongguo Zhen Jiu 30(1), 51–54 (2010)

    Google Scholar 

  15. Suzuki, J., Kobayashi, T.: InterneInternet information availability about facial nerve paralysis. Nippon Jibiinkoka Gakkai Kaiho 113(11), 844–850 (2010)

    Article  Google Scholar 

  16. Tong, F.M., Chow, S.K., Chan, P.Y., Wong, A.K., Wan, S.S., Ng, R.K., Chan, G., Chan, W.S., Ng, A., Law, C.K.: A prospective randomised controlled study on efficacies of acupuncture and steroid in treatment of idiopathic peripheral facial paralysis. Acupunct Med. 27(4), 169–173 (2009)

    Article  Google Scholar 

  17. WHO, WHO International Standard Terminologies on Traditional Medicine in the Western Pacific Region, WHO Library Cataloguing in Publication Data (March 2007); ISBN 978-92-9061-248-7

    Google Scholar 

  18. Wikipedia (2011), http://en.wikipedia.org/wiki/Chinese_herbology

  19. World Health Organization Western Pacific Region, Acupuncture Point Location. In: The Western Pacific Region, People’s Medical Publishing House (February 2010); ISBN 978-7-117-12332-7

    Google Scholar 

  20. Wu, X., Kumar, V., Ross Quinlan, J., et al.: Top 10 algorithms in data mining. Knowl. Inf. Syst. 14, 1–37 (2007)

    Article  Google Scholar 

  21. Gao, X.: Science of Chinese Pharmacology. China Press of Traditional Chinese Medicine (February 2010); ISBN 978-7-80156-318-7

    Google Scholar 

  22. Shi, X.: Acupuncturology. China Press of Traditional Chinese Medicine (2008); ISBN: 978-7-80156-314-9

    Google Scholar 

  23. Zhu, W.: Diagnostics of Traditional Chinese Medicine. China Press of Traditional Chinese Medicine (February 2010); ISBN 978-7-80156-310-1

    Google Scholar 

  24. Zhang, D.: A method of selecting acupoints for acupuncture treatment of peripheral facial paralysis by thermography. Am. J. Chin. Med. 35(6), 967–975 (2007)

    Article  Google Scholar 

  25. Li, Z., Zhang, Q.: English Textbook for Traditional Chinese Medicine. Shanghai Scientific and Technical Publishers (August 2009)

    Google Scholar 

  26. Zhou, Z., et al.: Internal Medicine of Traditional Chinese Medicine. China Press of Traditional Chinese Medicine (February 2007)

    Google Scholar 

  27. Zhou, M., He, L., Zhou, D., Wu, B., Li, N., Kong, S., Zhang, D., Li, Q., Yang, J., Zhang, X.: Acupuncture for Bell’s palsy. J. Altern. Complement. Med. 15(7), 759–764 (2009)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2011 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Zheng, G., Guo, H., Guo, Y., He, X., Li, Z., Lu, A. (2011). Two Dimensions Data Slicing Algorithm, a New Approach in Mining Rules of Literature in Traditional Chinese Medicine. In: Deng, H., Miao, D., Wang, F.L., Lei, J. (eds) Emerging Research in Artificial Intelligence and Computational Intelligence. AICI 2011. Communications in Computer and Information Science, vol 237. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-24282-3_23

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-24282-3_23

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-24281-6

  • Online ISBN: 978-3-642-24282-3

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics