Towards the Enhancement of Text Plagiarism Detection Effectiveness: Experimental Study

Waseem Alromema
2020 International Journal of Advanced Trends in Computer Science and Engineering  
Due to the need of discovering the originality of academic works. As a result of massive insufficient plagiarism information, many academic researchers need to check their documents for plagiarism. Most available Plagiarism Detection (PD) tools start the detection process with a preprocessing stage. However, some of the PD tools are fooled by some misleading punctuation marks, such as double quotation. This paper proposes a framework for the enhancement of PD based on document cleaning
more » ... s of the preprocessing methods adopted and the PD methodology being used. An experiment conducted by checking the plagiarism on a dataset of research articles, collected from the Internet, using iThenticate and the proposed method, the proposed method showed an improvement percentage of 68% over the traditional method.
doi:10.30534/ijatcse/2020/201942020 fatcat:l7ciznuxrrasvcaofpnv6auk64