TY - GEN
T1 - Classification of Provinces Based on the Indonesian Democracy Index Using the K-Medoids Clustering Algorithm
AU - Matdoan, Muhammad Yahya
AU - Ahsan, Muhammad
AU - Wance, Marno
AU - Nukuhaly, Nur Apriany
N1 - Publisher Copyright:
© 2023 American Institute of Physics Inc.. All rights reserved.
PY - 2023/1/23
Y1 - 2023/1/23
N2 - The Indonesian Democracy Index is a number that shows the level of development of democracy in all provinces in Indonesia and for formulating planning programs in political development. This study aims to classify the Democracy Index by province in Indonesia. The data used in this study is secondary data obtained from the Central Statistics Agency in 2020. This study obtained the results that there are 4 clusters in the Indonesian Democracy Index classification, namely cluster 1 consisting of Papua Barat Province and Papua Province. Then cluster 2 consists of the provinces of Aceh, Sumatera Utara, Sumatra Selatan, Bengkulu, Kepulauan Riau, Jawa Timur, Banten, Bali, Nusa Tenggara Timur (NTT), Kalimantan Tengah, Sulawesi Utara, Sulawesi Tengah, Sulawesi Tenggara, Sulawesi Barat, Maluku and Maluku Utara. Cluster 3 consists of the provinces of Riau, Jambi, Kepualauan Bangka Belitung, DKI Jakarta, DI Yogyakarta, Nusa Tenggara Barat (NTB), Kalimantan Barat, Kalimantan Timur, Kalimantan Utara and Gorontalo. Furthermore, cluster 4 consists of the provinces of Sumatra Barat, Lampung, Jawa Barat, Jawa Tengah, Kalimantan Selatan and Sulawesi Selatan.
AB - The Indonesian Democracy Index is a number that shows the level of development of democracy in all provinces in Indonesia and for formulating planning programs in political development. This study aims to classify the Democracy Index by province in Indonesia. The data used in this study is secondary data obtained from the Central Statistics Agency in 2020. This study obtained the results that there are 4 clusters in the Indonesian Democracy Index classification, namely cluster 1 consisting of Papua Barat Province and Papua Province. Then cluster 2 consists of the provinces of Aceh, Sumatera Utara, Sumatra Selatan, Bengkulu, Kepulauan Riau, Jawa Timur, Banten, Bali, Nusa Tenggara Timur (NTT), Kalimantan Tengah, Sulawesi Utara, Sulawesi Tengah, Sulawesi Tenggara, Sulawesi Barat, Maluku and Maluku Utara. Cluster 3 consists of the provinces of Riau, Jambi, Kepualauan Bangka Belitung, DKI Jakarta, DI Yogyakarta, Nusa Tenggara Barat (NTB), Kalimantan Barat, Kalimantan Timur, Kalimantan Utara and Gorontalo. Furthermore, cluster 4 consists of the provinces of Sumatra Barat, Lampung, Jawa Barat, Jawa Tengah, Kalimantan Selatan and Sulawesi Selatan.
UR - http://www.scopus.com/inward/record.url?scp=85147449076&partnerID=8YFLogxK
U2 - 10.1063/5.0111790
DO - 10.1063/5.0111790
M3 - Conference contribution
AN - SCOPUS:85147449076
T3 - AIP Conference Proceedings
BT - 7th International Conference on Basic Sciences 2021, ICBS 2021
A2 - Raju, B. Deva Prasad
A2 - Sawano, Yoshihiro
A2 - Nadzir, Mohd Shahrul Mohd
A2 - Wibawan, I. WayanTeguh
A2 - Indratno, Wahyu
A2 - Sutapa, I. Wayan
A2 - Elim, H. I.
PB - American Institute of Physics Inc.
T2 - 7th International Conference on Basic Sciences 2021, ICBS 2021
Y2 - 23 November 2022 through 24 November 2022
ER -