Measuring the Level of Plagiarism of Thesis using Vector Space Model and Cosine Similarity Methods

Selasa, 27 Oktober 2020 - 04:12
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Measuring the Level of Plagiarism of Thesis using Vector
Space Model and Cosine Similarity Methods
 
 
Ketua : IRFAN DWIGUNA SUMITRA S.Kom, M.Kom, P.h D
Information Management Department
Universitas Komputer Indonesia
Bandung, Indonesia
 
Anggota : I Indriyanto
Pascasarjana Departemen Sistem Informasi
Universitas Komputer Indonesia
Bandung, indonesia
 
Email : indriyanto@email.unikom.ac.id
 

Abstract. The purpose of this research is a computer system can assist in detecting and
measuring plagiarism of scientific work quickly. There are many techniques that can be used to
measure the level of plagiarism of a document. in paper, we will use the Vector Space Model
and the research method used namely Cosine Similarity to measure the level of similarity of the
thesis. The result of this method was comparing the level of thesis similarity with the dataset
using the TF and TF-IDF techniques in graphical form. It can be concluded from the
experimental process, using the TF-IDF technique produces a smaller value compared to using
the TF technique.