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计算机工程 ›› 2008, Vol. 34 ›› Issue (23): 34-35,4. doi: 10.3969/j.issn.1000-3428.2008.23.013

• 软件技术与数据库 • 上一篇    下一篇

基于中医疗效评价的交互式数据挖掘框架

印 莹,张 斌,赵宇海,张晓红,张明卫   

  1. (东北大学信息科学与工程学院,沈阳 110004)
  • 收稿日期:1900-01-01 修回日期:1900-01-01 出版日期:2008-12-05 发布日期:2008-12-05

Interactive Data Mining Framework Based on Chinese Medicine Therapeutic Evaluation

YIN Ying, ZHANG Bin, ZHAO Yu-hai, ZHANG Xiao-hong, ZHANG Ming-wei   

  1. (School of Information Science and Engineering, Northeast University, Shenyang 110004)
  • Received:1900-01-01 Revised:1900-01-01 Online:2008-12-05 Published:2008-12-05

摘要: 设计并实现了基于小儿肺炎中医疗效评价的交互式数据挖掘框架。该框架采用数据挖掘、数理统计和逻辑分析相结合的方法,通过回顾性和前瞻性多角度的验证与比较研究,揭示各证和所属症状之间的关联性,不仅突破了传统的疗效评价方法的限制,而且优化了疗效规范,建立了客观的、人机交互可度量的病证结合的疗效评价体系。

关键词: 疗效评价, 数据挖掘, 关联规则, 伴随关联规则, 量表

Abstract: The paper designs and implements interactive data mining framework based on therapeutic evaluation of childrens’ pneumonia. Combining data mining, mathematical statistic with logic analysis framework, the discovery the associations between zheng with symptoms by retrospective analysis and forward looking study. The paper not only breaks through the limitation of traditional therapeutic evaluation method, but also optimizes therapeutic criteria by building the objective, interactive, metrizable therapeutic evaluation system.

Key words: therapeutic evaluation, data mining, association rules, co-occur association rules, scale

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