Proceedings of the 12th International Conference on Green Technology (ICGT 2022)

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Clustering of COVID-19 Provinces in Indonesia Using Fuzzy Means Cluster Methods

Authors
Ria Dhea L. N. Karisma1, *, Tiara Setyo Arinda1, Heni Widayani1, Ari Kusumastuti1
1Department of Mathematics, Universitas Islam Negeri Maulana Malik Ibrahim Malang, Malang, Indonesia
*Corresponding author. Email: riadhea@uin-malang.ac.id
Corresponding Author
Ria Dhea L. N. Karisma
Available Online 29 May 2023.
DOI
10.2991/978-94-6463-148-7_39How to use a DOI?
Keywords
COVID-19; Global pandemic; Fuzzy means clusters; Partition coefficient index
Abstract

COVID-19 is a contagious virus that has global pandemic. Indonesia has the highest infected cases of COVID-19 in South-East Asia. The aim of the research is classified provinces in Indonesia using Fuzzy Mean Cluster (FCM) based on positive cases, recovery cases, and death cases of COVID-19. The result using FCM is three clusters. Fist cluster that marked by red zone is DKI Jakarta, third cluster that marked by orange zone is West Java, Central Java, and East Java, second cluster that marked by yellow zone is other provinces in Indonesia. Validity of FCM using Partition Coefficient Index (PCI) is 95,36%. It means that using three clusters is the most optimal.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 12th International Conference on Green Technology (ICGT 2022)
Series
Advances in Engineering Research
Publication Date
29 May 2023
ISBN
978-94-6463-148-7
ISSN
2352-5401
DOI
10.2991/978-94-6463-148-7_39How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Ria Dhea L. N. Karisma
AU  - Tiara Setyo Arinda
AU  - Heni Widayani
AU  - Ari Kusumastuti
PY  - 2023
DA  - 2023/05/29
TI  - Clustering of COVID-19 Provinces in Indonesia Using Fuzzy Means Cluster Methods
BT  - Proceedings of the 12th International Conference on Green Technology (ICGT 2022)
PB  - Atlantis Press
SP  - 394
EP  - 406
SN  - 2352-5401
UR  - https://doi.org/10.2991/978-94-6463-148-7_39
DO  - 10.2991/978-94-6463-148-7_39
ID  - Karisma2023
ER  -