Fuzzy-Semantic Similarity for Automatic Multilingual Plagiarism Detection
نویسندگان
چکیده
منابع مشابه
Fuzzy-Semantic Similarity for Automatic Multilingual Plagiarism Detection
A word may have multiple meanings or senses, it could be modeled by considering that words in a sentence have a fuzzy set that contains words with similar meaning, which make detecting plagiarism a hard task especially when dealing with semantic meaning, and even harder for cross language plagiarism detection. Arabic is known by its richness, word’s constructions and meanings diversity, hence c...
متن کاملAutomatic plagiarism detection using similarity analysis
Plagiarism involves reproducing the existing information in modified format or sometimes the original document as it is. This is quiet common among students, researchers and academicians. This has made some strong influence on research community and awareness among academic peoples to prevent such a kind of malpractice. Though there exits some commercial tools to detect plagiarism, still plagia...
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This report explains our plagiarism detection method using fuzzy semantic-based string similarity approach. The algorithm was developed through four main stages. First is pre-processing which includes tokenisation, stemming and stop words removing. Second is retrieving a list of candidate documents for each suspicious document using shingling and Jaccard coefficient. Suspicious documents are th...
متن کاملMultilingual Plagiarism Detection
Cross lingual plagiarism detection has recently caught attention due to copy-right violations occurring in many fields such as education, journalism, scientific research, literature, screenplays, etc, where an author would translate an article in language L1 into language L2 and then either publish/submit it or change some of the sentences to suit his/her motivations. Therefore, the need for a ...
متن کاملMultilingual Plagiarism Detection
Multilingual aspects have been gaining more and more attention in recent years. This trend has been accentuated by the global integration of European states and the vanishing cultural and social boundaries. Multilingual text processing has become an important field bringing a lot of new and interesting problems. This paper describes a novel approach to multilingual plagiarism detection. We prop...
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ژورنال
عنوان ژورنال: International Journal of Advanced Computer Science and Applications
سال: 2017
ISSN: 2156-5570,2158-107X
DOI: 10.14569/ijacsa.2017.080912