Page 59 - Proceeding The 2nd International Seminar of Science and Technology : Accelerating Sustainable Innovation Towards Society 5.0

nd
The 2 International Seminar of Science and Technology
“Accelerating Sustainable innovation towards Society 5.0”
ISST 2022 FST UT 2022
Universitas Terbuka
clusters formed that is cluster 1 which describes spread user method
contraception highest for tool contraception period length in NTB
Province with amount districts reached 59. The dominating districts
that is located on the island of Sumbawa. Whereas cluster 2 shows
spread user tool contraception period tall, short that is It reaches 57
sub districts and is dominated by sub-districts on the island of Lombok.
Keywords: Clustering, Fuzzy Clustering, Fuzzy C-Means, Fuzzy
Possibilistic C-Means, Possibilistic Fuzzy C-Means.
1 INTRODUCTION
Fuzzy clustering is one part from method target cluster for group data
by similarity characteristics [1]. Advantages method this compared
with method cluster other could make more detailed clusters, so that
make it easy for knowing which cluster is low-very low, high-very high
and so on. Fuzzy Clustering implement degrees membership in
determination member ranged cluster between 0 to 1 [2]. There is a
number of methods in Fuzzy Clustering, including Fuzzy C-Means
(FCM), Fuzzy Possibilistic C-Means (FPCM) and Possibilistic Fuzzy
C-Means (PFCM). FCM is the simplest method in Fuzzy Clustering.
Whereas FPCM method is development from FCM and Possibilistic
C-Means (PCM) methods. Then next FPCM method developed
Becomes PFCM method.
Method analysis could be applied in various one field health that is for
see spread user contraception. Contraception is tool for prevent
pregnancy [3]. this program announced by the government for support
Family program success Planning (KB) [4]. Based on data from the
NTB BKKBN, there are 26.41% of couples Age Fertile (EFA) that is
not join family planning in 2019 and increase to 26.65% in 2020.
However, in 2021 it will experience drop by 1.07% to 25.58%. Plan
Strategic by the NTB Province BKKBN in 2020 can lower percentage
low use tool contraception with a target of 14.24% in 2022 and it is
expected that in 2024 it will be down to 13.84%. A number of factor
reason low number use tool contraception among them like factor
economics , EFA knowledge about family planning, to factor facility
unfinished health adequate [5]. In skeleton effort countermeasures

38 ISST 2022 – FST Universitas Terbuka, Indonesia
International Seminar of Science and Technology “Accelerating Sustainable
Towards Society 5.0