期刊文献+

基于Web的高血压非药物治疗知识库构建 被引量:1

Web-based Database Construction of Hypertension Non-drug Therapy
下载PDF
导出
摘要 首先建立了高血压非药物治疗知识的指标体系。然后面对从Web获取的大量文档,利用文本分类技术,采用TF和DF方法提取文档和类别特征,并通过SVM方法对文档分类,最后建立了本地的高血压非药物治疗知识库。 This paper first builds the indicator system of hypertension non-drug therapy.After obtaining huge amounts of documents from Web,using TF and DF methods for feature selection and classifying the documents by SVM method.At last,this paper obtains the local knowledge database of hypertension non-drug therapy.
出处 《工业控制计算机》 2014年第5期99-100,共2页 Industrial Control Computer
关键词 高血压 非药物治疗 知识库 文本分类 支持向量机 hypertension,non-drug therapy,knowledge database,text-classify,SVM
  • 相关文献

参考文献3

二级参考文献10

  • 1冯是聪 单松巍 张志刚 等.一个中文网页数据集及其分类体系[A]..海峡两岸技术交流会[C].南京,2002-10.121-129.
  • 2Galavotti L,Sebastiani F,Simi M.Experiments on the Use of Feature Selection and Negative Evidence in Automated Text Categorization[C] //Proc.of ECDL'00.Lisbon,Portugal:[s.n.] ,2000:59-68.
  • 3Mladenic D,Brank J,Grobelnik M,et al.Feature Selection Using Linear Classifier Weights:Interaction with Classification Models[C] //Proc.of the 27th ACM SIGIR Conference on Research and Development in Information Retrieval.Sheffield,United Kingdom:ACM Press,2004:234-241.
  • 4Chih-Wei Hsu,Chih-Chung Chang,Chih-Jen Lin.A Practical Guide to Support Vector Classification[EB/OL].(2009-05-19).http://www.csie.ntu.edu.tw/~cjlin.
  • 5Yiming Yang,Jan O Pedersen.A comparative Study on Feature Selection in Text Categorization[C].In :Proceedings of the Fourteenth International Conference on Machine Leaming(ICML'97), 1997.
  • 6Yiming Yang,Xin Liu.A re-examination of text categorization methods[C].In:Proceedings of ACM SIGIR Conference on Research and Development in Information Retrieval SIGIR'99,1999:42---49.
  • 7Yiming Yang.A study on thresholding strategies for text categorization[C].In:Proceedings of ACM SIGIR Conference on Research and Development in Information Retrieval(SIGIR'01),2001.
  • 8黄萱菁,吴立德.基于向量空间模型的文档分类系统[J].模式识别与人工智能,1998,11(2):147-153. 被引量:24
  • 9林森,唐发根.基于Log似然比的特征选择算法[J].计算机工程,2009,35(19):56-58. 被引量:4
  • 10单松巍,冯是聪,李晓明.几种典型特征选取方法在中文网页分类上的效果比较[J].计算机工程与应用,2003,39(22):146-148. 被引量:76

共引文献98

同被引文献10

引证文献1

二级引证文献2

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部