JITCoS : Journal of Information Technology and Computer System
Vol. 1 No. 1 (2025): Volume 1 Number 1, June 2025

Application of K-Means Cluster Algorithm to Determine Student Achievement

Yahya, Rafly Aulia (Unknown)
Siregar, Reza Abdillah (Unknown)
Sitompul, Boy Arnol (Unknown)



Article Info

Publish Date
30 Jun 2025

Abstract

The application of the K-Means Algorithm by dividing the data into one or more groups, with data included in one group representing similarities and other groups representing differences. To assess whether or not student motivation is superior, the data from the student achievement evaluation shows the average value of each topic. Analysis, design, coding, and system testing are all included in the research steps. Evaluation is carried out to be used as a basis for the characteristics used in the calculation to ensure higher values. Information systems can achieve successful clustering classification results by including the k-means clustering method. This technique rotates the centroid distance at each iteration, forming cluster points and reducing clustering time

Copyrights © 2025






Journal Info

Abbrev

jitcos

Publisher

Subject

Computer Science & IT Control & Systems Engineering

Description

JITCoS: Journal of Information Technology and Computer System is a peer-reviewed scholarly journal that aims to advance the theory and practice of information technology and computer systems. The journal seeks high-quality contributions from researchers, academics, and industry professionals that ...