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基于依赖模式集挖掘组方药物多维配伍规律
引用本文:乔少杰,唐常杰,韩楠. 基于依赖模式集挖掘组方药物多维配伍规律[J]. 四川大学学报(工程科学版), 2007, 39(4): 134-138
作者姓名:乔少杰  唐常杰  韩楠
作者单位:1. 四川大学,计算机学院,四川,成都,610065
2. 成都中医药大学,基础医学院,四川,成都,610075
3. 哈尔滨师范大学,数学与计算机科学学院,黑龙江,哈尔滨,150000
基金项目:国家自然科学基金;高等学校博士学科点专项科研项目;四川省青年软件创新工程项目
摘    要:针对多维组方药物之间配伍规律挖掘问题,提出了依赖性判定函数和多维组方药物依赖性判定算法MMDE(Multidimensional Medicine Dependence Evaluation),作为组方药物依赖性判定的依据,利用差异函数确定药物分布的离散度,提出了基于可调差异函数求解缺剂量药物用量的新方法。实验证明了新方法在挖掘组方药物间依赖关系上准确性较高,达到80%以上。

关 键 词:数据挖掘  配伍规律  依赖性判定  差异函数
文章编号:1009-3087(2007)04-0134-05
收稿时间:2006-06-26
修稿时间:2006-06-26

Mining the Compatibility Law of Multidimensional Medicines Based onDependence Mode Sets
QIAO Shao-jie,TANG Chang-jie,HAN Nan,PENG Jing,YIN Xiao-xiong,ZHAO Ming. Mining the Compatibility Law of Multidimensional Medicines Based onDependence Mode Sets[J]. Journal of Sichuan University (Engineering Science Edition), 2007, 39(4): 134-138
Authors:QIAO Shao-jie  TANG Chang-jie  HAN Nan  PENG Jing  YIN Xiao-xiong  ZHAO Ming
Affiliation:School of Computer Sci., Sichuan Univ., Chengdu 610065, China;School of Computer Sci., Sichuan Univ., Chengdu 610065, China;School of Chinese Basic Medicine, Chengdu Univ. of T. C. M., Chengdu 610075, China
Abstract:A concept of dependence evaluation function and MMDE (Multidimensional Medicine Dependence Evaluation) algorithm were proposed to determine the dependence relationship of multidimensional medicines aiming at mining the compatibility law of multidimensional medicines. The difference function was used to determine the divergence degree of the distribution of medicines, and a new method based on the modified difference function was proposed to compute the dosage of imperfect medicines based on the modified difference function. Experiments showed that the new method for mining the dependence relationship of medicines has accuracy greater than 80%.
Keywords:data mining   compatibility law   dependence evaluation   difference function
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