Methods for Identifying Versioned and Plagiarized Documents

Timothy C. Hoad; Justin Zobel

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Methods for Identifying Versioned and Plagiarized Documents

机译：识别版本化和抄袭的文档的方法

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The widespread use of on-line publishing of text promotes storage of multiple versions of documents and mirroring of documents in multiple locations, and greatly simplifies the task of plagiarizing the work of others. We evaluate two families of methods for searching a collection to find documents that are coderivative, that is, are versions or plagiarisms of each other. The first, the ranking family, uses information retrieval techniques; extending this family, we propose the identity measure, which is specifically designed for identification of Co-derivative documents. The second, the fingerprinting family, uses hashing to generate a compact document description, which can then be compared to the fingerprints of the documents in the collection. We introduce a new method for evaluating the effectiveness of these techniques, and demonstrate it in practice. Using experiments on two collections, we demonstrate that the identity measure and the best fingerprinting technique are both able to accurately identify coderivative documents. However, for fingerprinting parameters must be carefully chosen, and even so the identity measure is clearly superior.

机译：文本在线发布的广泛使用促进了文档的多个版本的存储和文档在多个位置的镜像，并大大简化了窃他人工作的任务。我们评估了两种用于搜索集合的方法，以查找具有代码衍生性的文档，即彼此的版本或抄袭。第一个是排名族，使用信息检索技术。为了扩展这个家族，我们提出了一种身份识别措施，该措施专门用于识别共衍生文档。第二个是指纹家族，使用散列来生成紧凑的文档描述，然后可以将其与集合中文档的指纹进行比较。我们介绍了一种评估这些技术有效性的新方法，并在实践中进行了演示。通过对两个集合的实验，我们证明了身份度量和最佳指纹技术都能够准确识别代码衍生文档。但是，对于指纹识别，必须仔细选择参数，即使如此，身份度量也显然是优越的。

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《Journal of the American Society for Information Science》 |2003年第3期|p.203-215|共13页
作者
Timothy C. Hoad; Justin Zobel;
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作者单位

School of Computer Science and Information Technology, RMIT University GPO Box 2476V, Melbourne 3001, Australia;

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正文语种 eng
中图分类科学、科学研究;
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7. ACC/AHA/ESC guidelines for the management of patients with atrial fibrillation31This document was approved by the American College of Cardiology Board of Trustees in August 2001, the American Heart Association Science Advisory and Coordinating Committee in August 2001, and the European Society of Cardiology Board and Committee for Practice Guidelines and Policy Conferences in August 2001.32When citing this document, the American College of Cardiology, the American Heart Association, and the European Society of Cardiology would appreciate the following citation format: Fuster V, Rydén LE, Asinger RW, Cannom DS, Crijns HJ, Frye RL, Halperin JL, Kay GN, Klein WW, Lévy S, McNamara RL, Prystowsky EN, Wann LS, Wyse DG. ACC/AHA/ESC guidelines for the management of patients with atrial fibrillation: a report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines and the European Society of Cardiology Committee for Practice Guidelines and Policy Conferences (Committee to Develop Guidelines for the Management of Patients With Atrial Fibrillation). J Am Coll Cardiol 2001;38:XX-XX.33This document is available on the World Wide Web sites of the American College of Cardiology (www.acc.org), the American Heart Association (www.americanheart.org), the European Society of Cardiology (www.escardio.org), and the North American Society of Pacing and Electrophysiology (www.naspe.org). Single reprints of this document (the complete Guidelines) to be published in the mid-October issue of the European Heart Journal are available by calling +44.207.424.4200 or +44.207.424.4389, faxing +44.207.424.4433, or writing Harcourt Publishers Ltd, European Heart Journal, ESC Guidelines – Reprints, 32 Jamestown Road, London, NW1 7BY, United Kingdom. Single reprints of the shorter version (Executive Summary and Summary of Recommendations) published in the October issue of the Journal of the American College of Cardiology and the October issue of Circulation, are available for $5.00 each by calling 800-253-4636 (US only) or by writing the Resource Center, American College of Cardiology, 9111 Old Georgetown Road, Bethesda, Maryland 20814. To purchase bulk reprints specify version and reprint number (Executive Summary 71-0208; full text 71-0209) up to 999 copies, call 800-611-6083 (US only) or fax 413-665-2671; 1000 or more copies, call 214-706-1466, fax 214-691-6342; or E-mail: pubauth@heart.org. A report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines and the European Society of Cardiology Committee for Practice Guidelines and Policy Conferences (Committee to Develop Guidelines for the Management of Patients With Atrial Fibrillation) Developed in Collaboration With the North American Society of Pacing and Electrophysiology [O] . Fuster Valentin, Rydén Lars E., Asinger Richard W., 2001

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Methods for Identifying Versioned and Plagiarized Documents

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