学术文献抄袭检测研究进展
收稿日期: 2013-01-14
修回日期: 2013-03-19
网络出版日期: 2013-04-20
基金资助
本文系2012年国家社会科学基金项目"学术文献‘意抄'检测研究"(项目编号:12CTQ032)研究成果之一。
An Overview of Academic Literature Plagiarism Detection
Received date: 2013-01-14
Revised date: 2013-03-19
Online published: 2013-04-20
王晓笛 , 王效岳 , 白如江 . 学术文献抄袭检测研究进展[J]. 图书情报工作, 2013 , (08) : 141 -148 . DOI: 10.7536/j.issn.0252-3116.2013.08.026
These years academic plagiarism happened sometimes which raised concern in the society. With the development of information technology, the detection of academic plagiarism has surpassed the time of Copy Protection. This paper summarized the research content and research methods on the detection of plagiarism both at home and abroad, concluded the main algorithms of statistic-based method and figureprinting-based method and their features respectively. By analyzing the research achievements this paper pointed out the shortage of the plagiarism detection technology, the development tendency and the application fields.
Key words: academic plagiarism; plagiarism detection; information retrieval
[1] Popek G J, Kline C S. Encryption and secure computer networks[J]. ACM Computing Surveys, 1979, 11(4): 331-356.
[2] Griswold G N. A method for protecting copyright on networks[C]//Joint Harvard MIT Workshop on Technology Strategies for Proecting Intellectual Property in the Networked Multimedia Environment. Massachusett: MIT Press, 1993.
[3] Brin S, Davis J, Garc I, et al. Copy detection mechanisms for digital documents[C]//Association for Computing Machinery's Special Interest Group on Management of Data '95. New York: ACM, 1995.
[4] 史彦军,滕弘飞,金博. 抄袭论文识别研究与进展[J]. 大连理工大学学报, 2005, 45(1): 50-57.
[5] Ottenstein K J. An algorithmic approach to the detection and prevention of plagiarism[J]. SIGCSE Bull, 1976, 8(4): 30-41.
[6] Bulut N. Invariant properties of algorithms[D].West Lafayette:Purdue University, 1973.
[7] Clough P. Plagiarism in natural and programming languages: An overview of current tools and technologies[EB/OL].[2013-03-19].http://www.ukessays.co.uk/essays/computer-sciences/plagiarism-in-natural-and-programming-languages.php.
[8] Heintze N. Scalable document fingerprinting[C]//Proceedings of the Second USENIX Workshop on Electronic Commerce.Oakland:California November, 1996:18-21.
[9] 吴育娇,汤成文. 如何识别和处理涉嫌作弊的医学论文[J]. 中华医学图书情报杂志, 2012, 21(5): 75-76.
[10] Shivakumar N, Garcia-Molina H. SCAM: A copy detection mechanism for digital documents[C]//2nd International Conference in Theory and Practice of Digital Libraries,1995.
[11] 秦珂,尤太生. 抄袭、剽窃的判断与法律责任[J]. 图书与情报, 2008(5): 68-71.
[12] 邵文利. 警惕青年学子中的学术腐败苗头——评一篇语言学论文的抄袭拼凑现象[J]. 学术界, 2003(4): 105-111.
[13] Alzahrani S M, Salim N, Abraham A. Understanding plagiarism linguistic patterns, textual features, and detection methods[J].IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews,2012, 42(2): 133-149.
[14] Collberg C S, Kobourov S G, Louie J, et al. SPLAT: A system for self-plagiarism detection[C]//Proceedings of the IADIS International Conference on WWW/Internet. Algarve, Portugal: International Association for Development of the Information Society-IADIS, 2003.
[15] Schleimer S, Wilkerson D S, Aiken A. Winnowing:Local algorithms for document fingerprinting[C]//Association for Computing Machinery's Special Interest Group on Management of Data.New York:ACM, 2003.
[16] Chowdhury A, Frieder O, Grossman D, et al. Collection statistics for fast duplicate document detection[J].ACM Transactions on Information Systems, 2002, 20(2): 171-191.
[17] Si A, Leong H V, Lau R W H. Check: A document plagiarism detection system[C]//Symposium on Applied Computing (SAC 97).
New York: ACM, 1997.
[18] Salton G. Cluster search strategies and the optimization of retrieval effectiveness[M].The SMART Retrieval System, Englewood Cliffs, New Jersey:Prentice Hall,1971:223-242.
[19] 赵俊杰,胡学钢. 基于文本分类的文档相似度计算[J]. 微型电脑应用, 2008, 24(12): 46-47, 40.
[20] 郭武斌,周宽久,苏振魁. 基于词序方法的文本相似度计算模型[J]. 情报学报, 2008, 27(6): 857-862.
[21] Hoad T C, Zobel J. Methods for identifying versioned and plagiarized documents[J]. Journal of the American Society for Information Science and Technology, 2003, 54(3): 203-215.
[22] 孙伟,邢长征. 关于中文文档复制检测算法的改进[J]. 计算机工程与科学, 2010(8): 101-103.
[23] Deerwester S, Dumais S T, Furnas G W, et al. Indexing by latent semantic analysis[J]. Journal of the American Society for Information Science, 1990, 41(6): 391-407.
[24] Ceska Z. Plagiarism detection based on singular value decomposition[M]. Berlin, Heidelberg: Springer-Verlag, 2008.
[25] 吴军. 数学之美[M].北京:人民邮电出版社, 2012.
[26] Finkel R A, Zaslavsky A, Monostori K A N, et al. Signature extraction for overlap detection in documents[J].Australian Computer Science Communications,2002, 24(1): 59-64.
[27] 金博,史彦军,滕弘飞. 基于篇章结构相似度的复制检测算法[J]. 大连理工大学学报, 2007(1): 125-130.
[28] Manber U. Finding similar files in a large file system[C]//Winter USENIX Technical Conference. San Francisco: USENIX Association, 1994.
[29] Rabin M. Fingerprinting by random polynomials[M]. Harvard University Computer Science Group, 1981.
[30] Karp R M, Michael R. Efficient randomized pattern-matching algorithms[J]. IBM Journal of Research and Development, 1987(31):249-260.
[31] Shivakumar N, Garcia-Molina H. Finding near-Replicas of documents on the Web[C]//Workshop on the Web and Databases. Berlin,Heidelberg: Springer, 1999.
[32] Shivakumar N, Garcia-Molina H. Building a scalable and accurate copy detection mechanism[M]. New York: ACM, 1996.
[33] 刘韵毅. 基于匹配统计算法的文本复制检测研究[D].合肥:中国科学技术大学, 2007.
[34] Broder A Z. On the resemblance and containment of documents[C]//Compression and Complexity of Sequences '97. Salerno: IEEE, 1997.
[35] 邹杜,艾飞,龙卫江,等. 基于聚类的抄袭检测算法在学习平台中的应用[C]//中国教育和科研计算机网CERNET第十七届学术年会.长沙:中国教育和科研计算机网 2010.
[36] Miller G A. WordNet:A lexical database for English[J].Communications of the ACM,1995, 38(11): 39-41.
[37] Eneko A, Euskal H U, German R. A proposal for word sense disambiguation using conceptual distance[C]//International Conference on Recent Advances in Natural Language Processing. Tzigov Chark, Bulgaria,1995.
[38] Jiang J J, Conrath D W. Semantic similarity based on corpus statistics and lexical taxonomy[C]//International Conference Research on Computational Linguistics. Taiwan: Academia Sinica, 1997.
[39] 王瑞琴,孔繁胜,潘俊. 基于WordNet的无导词义消歧方法[J]. 浙江大学学报(工学版), 2010(4): 732-737.
[40] 田久乐,赵蔚. 基于同义词词林的词语相似度计算方法[J]. 吉林大学学报(信息科学版), 2010(6): 602-608.
[41] 张俐,李晶皎,胡明涵,等. 中文WordNet的研究及实现[J]. 东北大学学报, 2003(4): 327-329.
[42] White T. Hadoop: The definitive guide, 2nd Edition[M]. US: Yahoo Press, 2010.
[43] Charikar M S. Similarity estimation techniques from rounding algorithms[C]//ACM Symposium on Theory of Computing(STOC '02).New York: ACM, 2002.
[44] Manku G S, Jain A, Das Sarma A. Detecting near-duplicates for Web crawling[C]//World Wide Web Consortium(WWW '07).
New York: ACM, 2007.
[45] Stamatatos E. A survey of modern authorship attribution methods[J].Journal of the American Society for Information Science and Technology, 2009, 60(3): 538-556.
[46] Stein B, Lipka N, Prettenhofer P. Intrinsic plagiarism analysis[J].Language Resources and Evaluation, 2011, 45(1): 63-82.
/
| 〈 |
|
〉 |