Article Per Year (5 Year)
p-Index From 2020 - 2025
0.23
P-Index
This Author published in this journals
All Journal Community Services and Social Work Bulletin
Ramdhanti, Tiara
Unknown Affiliation
Humanities Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Environmental Science Languange, Linguistic, Communication & Media Social Sciences

Published : 1 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search

 1 
IMPLEMENTASI METODE K-MEANS DAN K-MEDOIDS PADA PENGELOMPOKAN PROVINSI INDONESIA BERDASARKAN ASPEK PENDIDIKAN PEMUDA Tusyakdiah, Halima; Hasanah, Insani; Panggol, Sri Arista; Ramdhanti, Tiara; Permatasari, Retno; Cusanti, Cusanti; Widodo, Edy
Community Services and Social Work Bulletin Vol 3, No 1 (2023): Community Services and Social Work Bulletin Volume 3 No. 1 2023
Publisher : Universitas Muhammadiyah Tangerang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31000/cswb.v3i1.10153

Abstract

The quality of education in Indonesia is still a concern, seen from a number of problems that become obstacles to improving the quality of education as well as affecting the quality of Indonesian youth. This study aims to group provinces in Indonesia based on the aspect of youth education using the K-Means and K-Medoids methods. To determine the optimum k, the average silhouette method is used and the SW and SB ratio is used to evaluate the cluster results. The results obtained are 2 clusters optimum. For the K-Means method, cluster 1 consists of 19 provinces and cluster 2 consists of 14 provinces. Whereas in the K-Medoids method, cluster 1 consists of 22 provinces and cluster 2 consists of 11 provinces. The K-Means method is better than the K-Medoids method because it has a ratio value of 0.527941 which is smaller than the K-Medoid ratio value of 0.5612719.Keyword: K-Means; K-Medoid; Education; Average Silhouette; Standard Deviation.
Co-Authors Cusanti, Cusanti Edy Widodo Hasanah, Insani Panggol, Sri Arista Permatasari, Retno Tusyakdiah, Halima