基于数据挖掘技术构建针灸古籍经验推荐平台的方法与应用

发布时间：2017-12-27 10:38

本文关键词：基于数据挖掘技术构建针灸古籍经验推荐平台的方法与应用　出处：《中国针灸》2017年07期 　论文类型：期刊论文

【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。
[Abstract]:Objective: to construct a knowledge platform for ancient books of acupuncture and moxibustion based on data mining technology for users to retrieve. Methods: using Oracle g 10 database, which is developed by JAVA language, based on ancient books database standard library, manual input, integrated various data mining technologies, including word segmentation, POS tagging and dependency parsing, rule extraction, similarity calculation, ambiguity analysis, supervised classification technology to realize the automatic extraction of ancient text, the final decision through the analysis of mining, association, intelligent and comprehensive analysis of acupuncture in ancient disease, meridians, acupoints, acupuncture and moxibustion law, and through the browser / server structure (Browser/Server, B/S) way for users to retrieve. Results: the platform realizes full-text retrieval, word frequency statistics, correlation analysis, retrieval conditions or acupoints, can decrease the way of meridians and acupoints to treat the disease (disease), acupuncture and moxibustion and acupoints on the frequency also showed symptoms (specific points), acupoints and acupoints, needling and moxibustion and acupoints and disease and acupuncture on the support and confidence in the prescription of disease. Conclusion: the retrieval results of the experience platform of acupuncture ancient books based on data mining technology can be used as a reference for acupuncture and moxibustion clinical and teaching diseases.
【作者单位】：广州市中医医院;广州中医药大学;上海引跑信息科技有限公司;广州中医药大学第一附属医院;
【基金】：广东省科技计划项目:2012B060500015 广东省自然科学基金:2014A030309013 广东省第二批名中医师承项目:CS2015030
【分类号】：G255.1;R245;TP311.13
【正文快照】： 针灸古籍是前人对经络、腧穴、刺灸法等理论的记载和临床经验的总结,但针灸古籍数据具有模糊性与不确定性的特点,比如古籍中的通谷穴,有足通谷、腹通谷和经外奇穴通谷3种情况,导致穴位归经模糊不确定。普通的数据分析采用现成的数2平台架构与开发据分析统计软件无法揭示针

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