The application of LSA in TCM syndromes classification | |
Gan, Yan-Fang ; Ni, Zi-Wei ; Lin, Fan ; Ni ZW(倪子伟) ; Lin F(林凡) | |
2013 | |
关键词 | Health care Innovation Semantics Singular value decomposition Websites |
英文摘要 | Conference Name:2nd International Conference on Engineering and Technology Innovation 2012, ICETI 2012. Conference Address: Kaohsiung, Taiwan. Time:November 2, 2012 - November 6, 2012.; AandF; Tailift Co., Ltd; SPINTECH; Smart Motion Control Co.,Ltd.; FXB Flexible Motion; et al; The description of syndromes and symptoms in traditional Chinese medicine (TCM) is extremely complicated. And how to diagnose the patient's syndrome in a better way is the primary objective of clinical health care workers all the time. It was a good attempt to diagnose patient's syndrome by combining Latent Semantic Analysis and the feature of TCM knowledge----both syndromes and organs have the same clinical manifestation collection that are symptoms. In this paper, correlative degrees would be computed and sorted in a certain latent semantic space which was constructed by syndromes and organs. According to the result of correlative degrees computing, the classifying could be done by choosing the highest correlative degree as the belonging class. The experimental results show that this method performs quite well. ? (2013) Trans Tech Publications, Switzerland. |
语种 | 英语 |
出处 | http://dx.doi.org/10.4028/www.scientific.net/AMM.284-287.1666 |
出版者 | Trans Tech Publications |
内容类型 | 其他 |
源URL | [http://dspace.xmu.edu.cn/handle/2288/86594] |
专题 | 信息技术-会议论文 |
推荐引用方式 GB/T 7714 | Gan, Yan-Fang,Ni, Zi-Wei,Lin, Fan,et al. The application of LSA in TCM syndromes classification. 2013-01-01. |
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