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基于局部词频指纹的论文抄袭检测算法

秦玉平 冷强奎 王秀坤 王春立

计算机工程2011,Vol.37Issue(6):193-194,197,3.
计算机工程2011,Vol.37Issue(6):193-194,197,3.DOI:10.3969/j.issn.1000-3428.2011.06.066

基于局部词频指纹的论文抄袭检测算法

Plagiarism-detection Algorithm for Scientific Papers Based on Local Word-frequency Fingerprint

秦玉平 1冷强奎 1王秀坤 2王春立3

作者信息

  • 1. 渤海大学信息科学与工程学院,辽宁,锦州,121000
  • 2. 大连理工大学电子与信息工程学院,辽宁,大连,116024
  • 3. 大连海事大学信息科学技术学院,辽宁,大连,116026
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摘要

Abstract

An algorithm for plagiarism-detection of scientific papers based on local word-frequency fingerprint is presented. Sentence is regarded as the basic component elements of a document, and extracting efficient keywords, sorting and reconstructing them. According to the code and word-frequency, the fingerprints are get to compute text similarity degree. The identification experiments on SOGOU-T database are done with the algorithm. Experimental results show that it partly overcomes the shortage of existing plagiarism-detection of scientific papers, and it has better performance on identification precision and identification speed.

关键词

抄袭检测/数字指纹/局部词频/相似度

Key words

plagiarism-detection/ digital fingerprint/ local word-frequency/ similarity

分类

信息技术与安全科学

引用本文复制引用

秦玉平,冷强奎,王秀坤,王春立..基于局部词频指纹的论文抄袭检测算法[J].计算机工程,2011,37(6):193-194,197,3.

基金项目

国家自然科学基金资助项目(60603023) (60603023)

国家"973"计划基金资助项目(2001CCA00700) (2001CCA00700)

计算机工程

OACSCDCSTPCD

1000-3428

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