Educational Data Mining (EDM)on the use of the Internet in the World of Indonesian Education

Abstract

The purpose of this research is to analyze internet users in the world who are educated in Indonesia by utilizing computer science techniques. The use of the internet in question is the percentage in accessing the internet for ages 5-12 years old, 13-15 years old and 16-18 years old. The data source used is from https://www.bps.go.id/. The method used is kmedoids, while mapping in the form of clusters in this study uses 2 labels namely C1: high cluster for internet use and C2: low cluster for internet use. The results mention that the islands of Sumatra and Java dominate in the use of the internet in all ages. The results state that k-medoids can be applied to the case of mapping internet usage with an accuracy of mentioning above 90% and an error rate below 5%.