標題: A Cross Language Plagiarism Detection Based on Cloud Computing
作者: Fan, Chih-Tien
Nguyen Dang Minh
Muhammad, Husaini
交大名義發表
National Chiao Tung University
關鍵字: Plagiarism detection;Cross-language plagiarism detection;Cloud computing;MapReduce
公開日期: 1-一月-2015
摘要: Nowadays, language barrier is getting lower, especially for the students. Most of them know at least one foreign language. Even that, translation through the cloud is getting popular. There are many machine translation services can be access easily via Internet. These services work accurately and support many languages. They are even embedded by default in web browser of users and in mobile devices. This is easiest way for a student to translate a sentence from any language, and of course easy for cross-language plagiarism too. It makes plagiarism is getting difficult to detect. In this paper, we exploited cloud services and cloud computing model for detecting cross-language plagiarism. We downloaded a translation of the article from a website of Vietnam and Vietnamese local news provider then used as a test dataset. These articles were first translated into the English using translation services on the Web. Again, each translated sentences were sent to the web search engine to find related articles. Then, we compared this sentence with each sentence in the related articles to find out its score of plagiarism. Finally, we computed the score of plagiarism of this article. Experiment results show that the accuracy of detection is slightly higher than 0.5.
URI: http://dx.doi.org/10.3233/978-1-61499-484-8-2090
http://hdl.handle.net/11536/150911
ISSN: 0922-6389
DOI: 10.3233/978-1-61499-484-8-2090
期刊: INTELLIGENT SYSTEMS AND APPLICATIONS (ICS 2014)
Volume: 274
起始頁: 2090
結束頁: 2099
顯示於類別:會議論文