Plagiarism Detection System Based on Scikit-Learn Programming Library

Ovaj rad obuhvaća jedan od pristupa za razvoj softvera detekcije plagijata. Taj pristup se oslanja na tokenizaciju, TF-IDF algoritam i kosinusnu sličnost. U programskom ostvarenju se koristio programski jezik Python i vanjska programska knjižnica Scikit-Learn. Eksperimentalni skup se sastoji od pet eksperimenata kroz koja se ispitivala detekcija plagijata. Rezultati provedenih eksperimenata su prikazani i diskutirani.This paper encompasses one of the approaches to plagiarism detection software development. This approach relies on tokenization, the TF-IDF algorithm, and cosine similarity. The Python programming language and the external Scikit-Learn programming library were used in the programming. The experimental set consisted of five experiments through which plagiarism detection was examined. The results of the conducted experiments are presented and discussed