Comparison of Document Plagiarism Detection Results by Jaro-Winkler Distance and Latent Semantic Analysis Methods
Various methods are applied in the application of plagiarism detection to help check the similarity of a document. Jaro-Winkler Distance can measure the distance between two strings. However, this method basically depends on the position of the word. Latent Semantic Analysis emphasizes the words con...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Diponegoro University
2018-01-01
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| Series: | Jurnal Teknologi dan Sistem Komputer |
| Subjects: | |
| Online Access: | https://jtsiskom.undip.ac.id/index.php/jtsiskom/article/view/12988 |
| _version_ | 1797282509255344128 |
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| author | Tinaliah Tinaliah Triana Elizabeth |
| author_facet | Tinaliah Tinaliah Triana Elizabeth |
| author_sort | Tinaliah Tinaliah |
| collection | DOAJ |
| description | Various methods are applied in the application of plagiarism detection to help check the similarity of a document. Jaro-Winkler Distance can measure the distance between two strings. However, this method basically depends on the position of the word. Latent Semantic Analysis emphasizes the words contained in the document regardless of its linguistic character. This study compares the results of plagiarism detection using the Jaro-Winkler Distance and the Latent Semantic Analysis method. From comparing results of Jaro-Winkler Distance method and Latent Semantic Analysis method, Jaro-Winkler Distance method is better than Latent Semantic Analysis method if using the same test data. Jaro-Winkler Distance method will give plagiarism result 100% and Latent Semantic Analysis method will give plagiarism result 97,14%. |
| first_indexed | 2024-03-07T17:14:05Z |
| format | Article |
| id | doaj.art-a12a1464f7f74cd3858c45e05f640f85 |
| institution | Directory Open Access Journal |
| issn | 2338-0403 |
| language | English |
| last_indexed | 2024-03-07T17:14:05Z |
| publishDate | 2018-01-01 |
| publisher | Diponegoro University |
| record_format | Article |
| series | Jurnal Teknologi dan Sistem Komputer |
| spelling | doaj.art-a12a1464f7f74cd3858c45e05f640f852024-03-02T23:51:26ZengDiponegoro UniversityJurnal Teknologi dan Sistem Komputer2338-04032018-01-016171210.14710/jtsiskom.6.1.2018.7-1212733Comparison of Document Plagiarism Detection Results by Jaro-Winkler Distance and Latent Semantic Analysis MethodsTinaliah Tinaliah0Triana Elizabeth1Program Studi Manajemen Informatika, Akademi Manajemen dan Informatika MDP Palembang, IndonesiaProgram Studi Sistem Informasi, STMIK Global Informatika MDP Palembang, IndonesiaVarious methods are applied in the application of plagiarism detection to help check the similarity of a document. Jaro-Winkler Distance can measure the distance between two strings. However, this method basically depends on the position of the word. Latent Semantic Analysis emphasizes the words contained in the document regardless of its linguistic character. This study compares the results of plagiarism detection using the Jaro-Winkler Distance and the Latent Semantic Analysis method. From comparing results of Jaro-Winkler Distance method and Latent Semantic Analysis method, Jaro-Winkler Distance method is better than Latent Semantic Analysis method if using the same test data. Jaro-Winkler Distance method will give plagiarism result 100% and Latent Semantic Analysis method will give plagiarism result 97,14%.https://jtsiskom.undip.ac.id/index.php/jtsiskom/article/view/12988plagiarismekarya akhirjaro-winkler distancelatent semantic analysis |
| spellingShingle | Tinaliah Tinaliah Triana Elizabeth Comparison of Document Plagiarism Detection Results by Jaro-Winkler Distance and Latent Semantic Analysis Methods Jurnal Teknologi dan Sistem Komputer plagiarisme karya akhir jaro-winkler distance latent semantic analysis |
| title | Comparison of Document Plagiarism Detection Results by Jaro-Winkler Distance and Latent Semantic Analysis Methods |
| title_full | Comparison of Document Plagiarism Detection Results by Jaro-Winkler Distance and Latent Semantic Analysis Methods |
| title_fullStr | Comparison of Document Plagiarism Detection Results by Jaro-Winkler Distance and Latent Semantic Analysis Methods |
| title_full_unstemmed | Comparison of Document Plagiarism Detection Results by Jaro-Winkler Distance and Latent Semantic Analysis Methods |
| title_short | Comparison of Document Plagiarism Detection Results by Jaro-Winkler Distance and Latent Semantic Analysis Methods |
| title_sort | comparison of document plagiarism detection results by jaro winkler distance and latent semantic analysis methods |
| topic | plagiarisme karya akhir jaro-winkler distance latent semantic analysis |
| url | https://jtsiskom.undip.ac.id/index.php/jtsiskom/article/view/12988 |
| work_keys_str_mv | AT tinaliahtinaliah comparisonofdocumentplagiarismdetectionresultsbyjarowinklerdistanceandlatentsemanticanalysismethods AT trianaelizabeth comparisonofdocumentplagiarismdetectionresultsbyjarowinklerdistanceandlatentsemanticanalysismethods |