Analisis Clustering Dokumen Tugas Akhir Mahasiswa Sistem Informasi Universitas Nasional menggunakan Metode K-Means Clustering
Main Article Content
Abstract
Downloads
Article Details
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
The Authors submitting a manuscript do so on the understanding that if accepted for publication, copyright of the article shall be assigned to JTIK journal and Research Division, KITA Institute as the publisher of the journal. Copyright encompasses rights to reproduce and deliver the article in all form and media, including reprints, photographs, microfilms, and any other similar reproductions, as well as translations.
JTIK journal and Research Division, KITA Institute and the Editors make every effort to ensure that no wrong or misleading data, opinions or statements be published in the journal. In any way, the contents of the articles and advertisements published in JTIK journal are the sole and exclusive responsibility of their respective authors and advertisers.
The Copyright Transfer Form can be downloaded here: [Copyright Transfer Form JTIK]. The copyright form should be signed originally and send to the Editorial Office in the form of original mail, scanned document or fax :
Muhammad Wali (Editor-in-Chief)
Editorial Office of Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi)
Research Division, KITA Institute
Teuku Nyak Arief Street Nomor : 7b, Lamnyong, Lamgugop, Kota Banda Aceh
Telp./Fax: 0651-8070141
Email: jtik@lembagakita.org - journal@lembagakita.org
References
Putong, I., 2015. Teori Ekonomi Mikro: Konvensional dan Syariah (Vol. 1). Buku&Artikel Karya Iskandar Putong.
Romindo, R., Muttaqin, M., Rasinus, R., Israwan, L.F., Yuswardi, Y., Karim, A., Sari, A.N., Putri, E.E. and Samosir, K., 2021. Sistem Informasi. Yayasan Kita Menulis.
Putri, S.U., Irawan, E. and Rizky, F., 2021. Implementasi Data Mining Untuk Prediksi Penyakit Diabetes Dengan Algoritma C4. 5. Kesatria: Jurnal Penerapan Sistem Informasi (Komputer dan Manajemen), 2(1), pp.39-46.
Ginantra, N.L.W.S.R., Arifah, F.N., Wijaya, A.H., Septarini, R.S., Ahmad, N., Ardiana, D.P.Y., Effendy, F., Iskandar, A., Hazriani, H., Sari, I.Y. and Gustiana, Z., 2021. Data Mining dan Penerapan Algoritma. Yayasan Kita Menulis.
Jabat, J.T. and Murdani, M., 2019. Penerapan Data Mining Pada Penjualan Produk Retail Menggunakan Metode Clustering. Pelita Informatika: Informasi dan Informatika, 8(1), pp.26-32.
Sibuea, M.L. and Safta, A., 2017. Pemetaan Siswa Berprestasi Menggunakan Metode K-Means Clustring. JURTEKSI (Jurnal Teknologi dan Sistem Informasi), 4(1), pp.85-92.
Sani, A., 2018. Penerapan metode k-means clustering pada perusahaan. Jurnal Ilmiah Teknologi Informasi, 353, pp.1-7.
Amri, M.A., Windarto, A.P., Wanto, A. and Damanik, I.S., 2019. Analisis Metode K-Means Pada Pengelompokan Perguruan Tinggi Menurut Provinsi Berdasarkan Fasilitas Yang Dimiliki Desa. KOMIK (Konferensi Nasional Teknologi Informasi dan Komputer), 3(1).
Dewi, S.M., Windarto, A.P., Damanik, I.S. and Satria, H., 2019, August. Analisa Metode K-Means pada Pengelompokan Kriminalitas Menurut Wilayah. In Seminar Nasional Sains dan Teknologi Informasi (SENSASI) (Vol. 2, No. 1).
Nurzahputra, A., Muslim, M.A. and Khusniati, M., 2017. Penerapan algoritma K-Means untuk clustering penilaian dosen berdasarkan indeks kepuasan mahasiswa. Techno. Com, 16(1), pp.17-24.
Khanmohammadi, S., Adibeig, N. and Shanehbandy, S., 2017. An improved overlapping k-means clustering method for medical applications. Expert Systems with Applications, 67, pp.12-18.
Yu, S.S., Chu, S.W., Wang, C.M., Chan, Y.K. and Chang, T.C., 2018. Two improved k-means algorithms. Applied Soft Computing, 68, pp.747-755.
Chi, D., 2021, January. Research on the Application of K-Means Clustering Algorithm in Student Achievement. In 2021 IEEE International Conference on Consumer Electronics and Computer Engineering (ICCECE) (pp. 435-438). IEEE.
Fabregas, A.C., Gerardo, B.D. and Tanguilig III, B.T., 2017. Enhanced initial centroids for k-means algorithm. International Journal of Information Technology and Computer Science, 1, pp.26-33.
Mohd, W.M.W., Beg, A.H., Herawan, T., Noraziah, A. and Chiroma, H., 2019. Multi-dimensional K-Means Algorithm for Student Clustering. In Proceedings of the International Conference on Data Engineering 2015 (DaEng-2015) (pp. 119-128). Springer, Singapore.