A New Document Representation Using a Unified Graph to Document Similarity Search

机译：使用统一图形到记录相似性搜索的新文档表示

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摘要

Document similarity search is to retrieve a ranked list of similar documents and find documents similar to a query document in a text corpus or a web page on the web. But most of the previous researches regarding searching for similar documents are focused on classifying documents based on the contents of documents. To solve this problem, we propose a novel retrieval approach based on undirected graphs to represent each document in corpus. In addition, this study also considers unified graph in conjunction with multiple graphs to improve the quality of searching for similar documents. Experimental results on the Reuters-21578 data demonstrate that the proposed system has better performance and success than the traditional approach.

机译：文档相似性搜索是为了检索类似文档的排名列表，并查找类似于文本语料库中的查询文档的文档或Web上的网页。但是，关于搜索类似文档的大多数研究专注于根据文件的内容对文档进行分类。为了解决这个问题，我们提出了一种基于无向图形的新型检索方法，以表示语料库中的每个文档。此外，本研究还考虑统一的图表与多个图表结合，以提高搜索类似文档的质量。路透社-21578数据上的实验结果表明，所提出的系统具有比传统方法更好的性能和成功。

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《International Conference on Management, Manufacturing and Materials Engineering》|2013年||共7页
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作者
Taehwan Kim; Hocheol Jeon; Joongmin Choi;
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原文格式 PDF
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中图分类 TB3-53;
关键词
Document similarity search; Graph representation; Text mining; Information retrieval;

机译：文档相似性搜索;图形表示;文本挖掘;信息检索;

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4. A New Document Representation Using a Unified Graph to Document Similarity Search [C] . Taehwan Kim, Hocheol Jeon, Joongmin Choi International Conference on Management, Manufacturing and Materials Engineering . 2013

机译：使用统一图形到记录相似性搜索的新文档表示
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7. American College of Cardiology/Society for Cardiac Angiography and Interventions Clinical Expert Consensus Document on Cardiac Catheterization Laboratory Standards41When citing this document, the American College of Cardiology and the Society for Cardiac Angiography and Interventions would appreciate the following citation format: Bashore TM, Bates ER, Berger PB, Clark DA, Cusma JT, Dehmer GJ, Kern MJ, Laskey WK, O’Laughlin MP, Oesterle S, Popma JJ. Cardiac catheterization laboratory standards: a report of the American College of Cardiology Task Force on Clinical Expert Consensus Documents (ACC/SCAI Committee to Develop an Expert Consensus Document on Cardiac Catheterization Laboratory Standards). J Am Coll Cardiol 2001;37:2170–214.44Address for reprints: This document is available on the Web sites of the American College of Cardiology (http://www.acc.org) and the Society for Cardiac Angiography and Interventions (http://www.scai.org). Reprints of this document may be purchased for $5 each by calling 1-800-253-4636, ext 694, or by writing to the American College of Cardiology, Educational Services, 9111 Old Georgetown Road, Bethesda, MD 20814-1699. A report of the American College of Cardiology Task Force on Clinical Expert Consensus Documents endorsed by the American Heart Association and the Diagnostic and Interventional Catheterization Committee of the Council on Clinical Cardiology of the AHA [O] . Bashore Thomas M, Bates Eric R, Berger Peter B, 2001

机译：美国心脏病学会/心脏血管造影和介入学会临床专家共识文件，关于心脏导管实验室标准41当引用该文件时，美国心脏病学会和心脏血管造影和介入学会将采用以下引用格式：Bashore TM，Bates ER， Berger PB，Clark DA，Cusma JT，Dehmer GJ，Kern MJ，Laskey WK，O'Laughlin MP，Oesterle S，Popma JJ。心脏导管实验室标准：美国心脏病学会临床专家共识文件工作组的报告（ACC / SCA＆I委员会拟定关于心脏导管实验室标准的专家共识文件）。 J Am Coll Cardiol 2001; 37：2170–214.44转载地址：该文件可在美国心脏病学院（http://www.acc.org）和心脏血管造影与干预学会（http://www.acc.org）的网站上找到。：//www.scai.org）。致电1-800-253-4636，内线694，或写信给美国心脏病学院，教育服务部，旧乔治敦路9111号，贝塞斯达，马里兰州20814-1699，可以每本5美元的价格购买本文档的重印本。美国心脏病学会临床专家共识文件工作组的报告得到了美国心脏协会和AHA临床心脏病学委员会诊断与介入导管委员会的认可

A New Document Representation Using a Unified Graph to Document Similarity Search

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