Plagiarism detection and text homogeneity checking technique based on one-class support machine and fast correlation-based filter

Download article in PDF format

Authors: Romanov A. S., Mescheryakov R. V., Rezanova Z. I.

Annotation: The article provides an analysis of the existing tools and approaches for identifying text plagiarism, justifying the need for additional verification of the text homogeneity. The article presents the description and results of the technique for the purpose of determining the plagiarism in the text, based on cross-validation, one-class SVM classifier and fast correlation-based filter.

Keywords: plagiarism, text homogeneity, fast correlation based filter, cross-validation, one-class classification, support vector machine