计算机应用与软件Issue(6)：99-103,5.DOI:10.3969/j.issn.1000-386x.2015.06.024
中医针灸临床治疗专家系统的研究与实现
RESEARCH AND IMPLEMENTATION OF EXPERT SYSTEM FOR TCM CLINIC ACUPUNCTURE TREATMENTS
皮勇泽 1苏厚勤 1黄琴峰2
作者信息
- 1. 东华大学计算机科学与技术学院 上海 200051
- 2. 上海市针灸经络研究所 上海 200030
- 折叠
摘要
Abstract
TCMacupuncture is the national treasure of China,to construct an expert system of TCM acupuncture is the goal of research and practice in this paper.Based on original system of “TCM acupuncture information base ” and in combination with the limited enumerability of acupoints and therapy,we present in the paper to map the therapy of sample acupoints as the binary strings,an improved distance function,and a kind of k-means clustering algorithm with convergence criterion through a tolerance value,and these lay the foundation for the practice target in this paper.We constructed a knowledge library for more than 60 thousand clinic acupuncture treatment cases by applying a strategy of evaluating clustering algorithm effect and designing balance point proposed in this paper.Practice results indicate that the knowledge library satisfies the requirements of core applications,such as “inquiring treatment approaches according to diseases”,“inquiring diseases depending on medical treatment”,and knowledge updating,etc.,with good recall ratio and precision ratio.It can also provide basis of assistant decision making for consulting TCMacupuncture treatment,teaching and science research.关键词
中医针灸/临床治疗/专家系统/距离函数/K-means 聚类算法/收敛标准/聚类效果评估策略/阈值Key words
Traditional Chinese medicine acupuncture/Clinic treatment/Expert system/Distance function/K-means cluster algorithm Convergence standard/Evaluation strategy of clustering effect/Tolerance value分类
信息技术与安全科学引用本文复制引用
皮勇泽,苏厚勤,黄琴峰..中医针灸临床治疗专家系统的研究与实现[J].计算机应用与软件,2015,(6):99-103,5.
