The method and application to construct experience recommendation platform of acupuncture ancient books based on data mining technology

doi:10.13703/j.0255-2930.2017.07.021

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The method and application to construct experience recommendation platform of acupuncture ancient books based on data mining technology

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- The method and application to construct experience recommendation platform of acupuncture ancient books based on data mining technology
- Chinese Acupuncture and Moxibustion Vol. 37, Issue 7, Pages: 768-772(2017)
- 作者机构：
  
  1. 广州市中医医院
  2. 广州中医药大学
  3. 上海引跑信息科技有限公司
  4. 广州中医药大学第一附属医院
- 作者简介：
- 基金信息：
- DOI：10.13703/j.0255-2930.2017.07.021
  CLC：
- Published：2017
- 稿件说明：
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The method and application to construct experience recommendation platform of acupuncture ancient books based on data mining technology[J]. Chinese Acupuncture and Moxibustion, 2017, 37(7): 768-772.
DOI：

The method and application to construct experience recommendation platform of acupuncture ancient books based on data mining technology[J]. Chinese Acupuncture and Moxibustion, 2017, 37(7): 768-772. DOI： 10.13703/j.0255-2930.2017.07.021.

摘要

目的:基于数据挖掘技术构建一个针灸古籍知识平台

供用户检索。方法:采用Oracle 10 g数据库

以JAVA为开发语言

在人工录入建立标准库、古籍资料库的基础上

综合多种数据挖掘技术

包括分词、词性标注、依存分析、规则抽取、相似度计算、歧义分析、监督分类技术实现自动的古籍文本抽取

最后通过关联挖掘、决策分析

实现全面的、智能化的分析针灸古籍中病症、经络、腧穴、刺灸法规律

并通过浏览器/服务器结构(Browser/Server

B/S)的方式供用户检索。结果:平台实现了全文检索、词频统计、关联分析等

检索病症或腧穴时

可以递减的方式显示治疗该病症的经络、腧穴(病症)、刺灸法的频次

同时显示病症与腧穴(特定穴)、病症处方中腧穴与腧穴、病症与刺灸法及腧穴与刺灸法的支持度和置信度。结论:基于数据挖掘技术构建的针灸古籍经验平台检索结果可作为针灸临床、教学中病症取经用穴的参考。

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Related Institution

中国中医科学院针灸研究所

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