Implementation of the Winnowing Algorithm in Detecting Plagiarism in Title and Abstract of Student's Final Project

Authors

  • Dewi Nasien Department of Information Technology, Faculty of Computer Science, Institut Bisnis dan Teknologi Pelita Indonesia
  • Eka Putra Yansen Department of Information Technology, Faculty of Computer Science, Institut Bisnis dan Teknologi Pelita Indonesia

DOI:

https://doi.org/10.25299/itjrd.2022.7897

Keywords:

Plagiarism detection, Winnowing algorithm, Title and abstract, Final project

Abstract

In this modern era, technology has become more sophisticated. All information can be accessed quickly and efficiently. Nevertheless, when surfing the internet to search for information, people frequently find it almost similar and even have no different. Moreover, to news information content on the internet, similarities are found in final semester student research titles and abstracts as well. In preventing this, the researchers explored how to establish a website design by checking the similarity of titles and abstracts with winnowing method, which is exacted to complete examining the similarity of titles and abstracts on students' final assignments. The researchers applied dummy data obtained from Google Scholar for this study. The results revealed that the application of the winnowing method can aid in achieving similar results from the student's final assignments. It is deliberated as a benchmark for accepting a title and abstract at a university and reducing plagiarism.

Downloads

Download data is not yet available.

References

R. Purnamasari, M. Fairuzabadi, and A. Riyadi. "Sistem Pengecekan Plagiasi Judul Tugas Akhir Menggunakan Algoritma Winnowing di Fakultas Sains dan Teknologi Universitas PGRI Yogyakarta." In Seri Prosiding Seminar Nasional Dinamika Informatika, vol. 5, no. 1, 2021.

R. K. Wibowo, and K. Hastuti. "Penerapan Algoritma Winnowing Untuk Mendeteksi Kemiripan Teks Pada Tugas Akhir Mahasiswa." Techno. Com, vol. 15, no. 4, pp. 303-311, 2016.

M. N. Khidfi, and J. Y. Sari. "Rancang bangun aplikasi pendeteksian kesamaan pada dokumen teks menggunakan algoritma enhanced confix stripping dan algoritma winnowing." no. September 2018.

A. H. Purba and Z. Situmorang. "Analisis Perbandingan Algoritma Rabin-Karp Dan Levenshtein Distance Dalam Menghitung Kemiripan Teks." Jurnal Teknik Informatika UNIKA Santo Thomas, vol. 2, no. 2, pp. 24-32. 2017.

J. Pierce and C. Zilles. "Investigating student plagiarism patterns and correlations to grades." In Proceedings of the 2017 ACM SIGCSE Technical Symposium on Computer Science Education, pp. 471-476. 2017.

A. H. Pratomo, and A. P. Suryotomo. "Implementasi pengecekan plagiarisme proposal tugas akhir mahasiswa teknik informatika UPN Veteran Yogyakarta." In Seminar Nasional Informatika (SEMNASIF), vol. 1, no. 1, pp. 221-229, 2020.

N.I. Kurniati, A. Rahmatulloh and R. N. Qomar. “Web scraping and winnowing algorithms for plagiarism detection of final project titles.” Lontar Komputer: Jurnal Ilmiah Teknologi Informasi, 10(2), pp.73-83. 2019.

N. Alamsyah. “Deteksi Plagiarisme Tingkat Kemiripan Judul Skripsi dengan Algoritma Winnowing.” Technologia: Jurnal Ilmiah. Vol. 8, no. 4, pp. 205-13, Oct, 2017.

N. F. Ulfa, M. Mustikasari. “Pembuatan Aplikasi Pengukuran Tingkat Kemiripandokumen Berbasis Web Menggunakan Algoritma Winnowing.” Jurnal Ilmiah Informatika Komputer. Vol 21, no. 2, Apr, 2017.

A. P. Tjiawi, D. E. Herwindiati, and L. Hiryanto. "Perancangan aplikasi pendeteksi tingkat kesamaan antar dokumen dengan algoritma winnowing." Computatio: Journal of Computer Science and Information Systems, vol. 2, no. 1, pp. 36-44, 2017.

S. Sunardi, A. Yudhana, and I. A. Mukaromah. "Implementasi Deteksi Plagiarisme Menggunakan Metode N-Gram Dan Jaccard Similarity Terhadap Algoritma Winnowing." 2018.

A. Setiawan. "Implementasi algoritma winnowing untuk deteksi kemiripan judul skripsi studi kasus stmik budidarma." Informasi dan Teknologi Ilmiah (INTI). vol 4, no. 2, 2017.

M. Maskur, D. Q. Putra, and N. Hayatin. "Deteksi Kemiripan Dokumen Pengajuan Proposal Menggunakan Algoritma Biword Winnowing Pada Sistem Informasi Penelitian Dan Pengabdian." Jurnal Repositor, vol. 2, no. 5, pp. 571-582, 2020.

N. Nurdin and A. Munthoha. "Sistem Pendeteksian Kemiripan Judul Skripsi Menggunakan Algoritma Winnowing." InfoTekJar: Jurnal Nasional Informatika dan Teknologi Jaringan.;vol. 2, no. 1, pp. 90-97, Sep, 2017.

F. R. N. Wulan, A. Kunaefi, and A. Permadi. "Deteksi Plagiasi Dokumen Skripsi Mahasiswa Menggunakan Metode N-Grams Dan Winnowing." Simetris: Jurnal Teknik Mesin, Elektro Dan Ilmu Komputer, vol 9. no. 2, pp. 1021-1032, 2018.

L. Sugiarto, C. Mulyadi, S. Rihastuti. "Analisa Algoritma String Matching Dan Winnowing Untuk Deteksi Kemiripan Judul Tugas Akhir Perguruan Tinggi." Jurnal Teknologi Informasi, vol. 6, no. 2. pp. 97-106, 2020.

Y. Nurdiansyah and F. N. Muharrom. "Implementation of winnowing algorithm based K-gram to identify plagiarism on file text-based document." In MATEC Web of Conferences, vol. 164, p. 01048. EDP Sciences, 2018.

F. Abror. "Implementasi Algoritma Winnowing pada Deteksi Penjiplakan." PhD diss., Universitas Muhammdiyah Jember, 2016.

Downloads

Published

2022-08-11

How to Cite

Nasien, D., & Putra Yansen, E. (2022). Implementation of the Winnowing Algorithm in Detecting Plagiarism in Title and Abstract of Student’s Final Project. IT Journal Research and Development, 7(1), 35–47. https://doi.org/10.25299/itjrd.2022.7897

Issue

Section

Articles