Jurtik STMIK Bandung
Vol 8 No 1 (2019): JURTIK : Jurnal Teknologi Informasi dan Komunikasi

EVALUASI KINERJA AKADEMIK MAHASISWA MENGGUNAKAN ALGORITMA K-MEANS CLUSTERING

Rini Nuraini Sukmana (STMIK Bandung)
Aryanti Mita (STMIK Bandung)
Abdurrahman Abdurrahman (STMIK Bandung)



Article Info

Publish Date
01 Jun 2019

Abstract

One indicator of higher education that is able to compete can be seen from the success of students from these universities in taking their studies. The success of a student can be seen from the achievement index he achieve.Many factors are a barrier for students to achieve and maintain a high achievement index that reflects their overall efforts during college. These factors can be targeted by universities as an action to develop strategies to improve student achievement and improve academic performance by monitoring the progress of their performance.In this study a system has been developed that can function to classify student academic performance to facilitate the study program section in monitoring student grades.Clustering is one of the most important research fields in the field of data mining. Clustering is the process of classifying or classifying objects based on information obtained from data that explains the relationship between objects with the principle of maximizing similarity between members of one cluster and minimizing similarities between clusters. This introduces the concept of the K-Means Algorithm and describes how this concept can be applied by academic actors to evaluate student academic performance

Copyrights © 2019






Journal Info

Abbrev

JurnalTI

Publisher

Subject

Computer Science & IT Decision Sciences, Operations Research & Management Education Engineering Library & Information Science

Description

karya ilmiah akademis dan professional yang senantiasa memiliki komitmen untuk mengembangkan teknologi informasi dan komunikasi baik dalam tataran praktis maupun teoritis, Bidang penelitian yang dapat di publish : Kecerdasan Buatan Aplikasi IT untuk Masyarakat Algoritma Microcontroller dan IOT Data ...