Pemodelan K-Means Pada Penentuan Predikat Kelulusan Mahasiswa STMIK Palangka Raya

Authors

  • Lili Rusdiana
  • Sam'ani Sam'ani

DOI:

https://doi.org/10.33020/saintekom.v6i1.2

Keywords:

data mining, k-means, the title of graduation

Abstract

Data mining by applying the cluster model can use the K-Means concept as a clustering method. K -Means model application can be used to classify data such as the title of graduation students based on the amount of load studies, GPA, and graduation thesis. This research was conducted to find out the results of the use of the concept of K-Means on the determination of student graduation in order to get the results in the form of an analysis of the modeling. The problem of this research is to seek to model the concept of K-Means on the determination of graduation Students using Student Data of STMIK Palangkaraya. K-Means algorithm is used through three stages: initialization , the first iteration and the second iteration. The results of the modeling is the use of K-Means algorithm to determine student graduation to obtain analysis of the results in the form of 70 % could determine the appropriate graduation of 10 data were used as a sample. Modeling using the K-Means is one of the concepts to be able to classify the data, so the use of K-Means algorithm can be a reference for the development of a modeling study, especially regarding data mining.

Downloads

Download data is not yet available.

Downloads

PlumX Metrics

Published

03-03-2017

How to Cite

Rusdiana, Lili, and Sam’ani Sam’ani. 2017. “Pemodelan K-Means Pada Penentuan Predikat Kelulusan Mahasiswa STMIK Palangka Raya”. Jurnal Saintekom : Sains, Teknologi, Komputer Dan Manajemen 6 (1):1-15. https://doi.org/10.33020/saintekom.v6i1.2.

Issue

Vol. 6 No. 1 (2016): Maret 2016

Section

Articles

License

Copyright :
By submitting manuscripts to Jurnal Saintekom : Sains, Teknologi, Komputer dan Manajemen, the author agrees with this policy. No specific document approval is required.

  1. The copyright in each article belongs to the author.
  2. Authors retain all their rights to the published work, not limited to the rights set forth in this page.
  3. Authors acknowledge that Saintekom Journal: Science, Technology, Computers and Management as the first to publish under the Creative Commons Attribution 4.0 International license (CC BY-SA).
  4. The author may submit the paper separately, arrange for non-exclusive distribution of the manuscript that has been published in this journal into other versions (e.g. sent to the author's institutional respository, publication into a book, etc.), by acknowledging that the manuscript has been first published Jurnal Saintekom : Sains, Teknologi, Komputer dan Manajemen;
  5. The author warrants that the article is original, written by the named author, has not been previously published, contains no unlawful statements, does not infringe the rights of others, is subject to copyright exclusively held by the author.
  6. If the article is jointly prepared by more than one author, each author submitting the manuscript warrants that he or she has been authorized by all co-authors to agree to copyright and license notices (agreements) on their behalf, and agrees to inform co-authors of the terms of this policy. Jurnal Saintekom : Sains, Teknologi, Komputer dan Manajemen will not be held liable for anything that may arise due to internal author disputes.

Lisensi :
Jurnal Saintekom : Sains, Teknologi, Komputer dan Manajemen  is published under the terms of the Creative Commons Attribution 4.0 International License (CC BY-SA). This license permits anyone to:.

  1. Share - copy and redistribute this material in any form or format;
  2. Adaptation - modify, alter, and create derivatives of this material for any purpose.
  3. Attribution - you must give appropriate credit, include a link to the license, and state that changes have been made. You may do this in any appropriate manner, but it does not imply that the licensor endorses you or your use.
  4. Similar Sharing - If you modify, alter, or create a derivative of this material, you must distribute your contribution under the same license as the original material.