eprintid: 32146
rev_number: 10
eprint_status: archive
userid: 77
dir: disk0/00/03/21/46
datestamp: 2018-12-28 07:24:12
lastmod: 2018-12-28 07:24:12
status_changed: 2018-12-28 07:24:12
type: thesis
metadata_visibility: show
creators_name: SRI PUJI LESTARI, NIM. 14610013
title: PERBANDINGAN KINERJA METODE WARD DAN K-MEANS
DALAM MENGKLASTERKAN KABUPATEN/KOTA DI JAWA TENGAH
BERDASARKAN TENAGA KESEHATAN TAHUN 2015
ispublished: pub
subjects: Matematika
divisions: jur_mat
full_text_status: restricted
keywords: cluster analysis, Ward Method, K-Means Method, Standard
Deviation in and between clusters, health personnel in Central Java Province in
2015.
note: Dr. Epha Diana Supandi, M. Sc
abstract: Cluster analysis is a method that used to group some objects (cases) into
equal clusters. Cluster analysis is divided into two methods, that is hierarchical and
non-hierarchical methods which are often referred to as K-Means method.
Hierarchical method consists of a Single Linkage method, Complete Linkage,
Average Linkage, Centroid method and Ward method.
This research will compare the performance of Ward method and K-Means
method in clustering the Regency/City in Central Java Province based on health
personnel in 2015, such as medical personnel, nursing personnel, obstetricians,
pharmaceutical personnel and other health workers. So researcher using the squared
distance Euclidean as consideration in determining the closest distance and using
the standard deviation ratio in determining the best method.
This research is equally formed there cluters of both methods. Ward and KMeans
method resulted in Regency/City clusters with high quality of health service
quality, to low level of health service quality in cluster 1, cluster 2 and cluster 3.
The Ward method produced a standard deviation ratio of 0.3019% greater than the
standard deviation ratio of the K-Means method of 0.2974%, so the K-Means
method is a better method for clustering the Regency / City in Java Province Central
based on Health Personnel 2015 that will affect the level of health service quality
in 2015.
date: 2018-05-03
date_type: published
pages: 187
institution: UIN SUNAN KALIJAGA YOGYAKARTA
department: FAKULTAS SAINS DAN TEKNOLOGI
thesis_type: skripsi
thesis_name: other
citation:   SRI PUJI LESTARI, NIM. 14610013  (2018) PERBANDINGAN KINERJA METODE WARD DAN K-MEANS DALAM MENGKLASTERKAN KABUPATEN/KOTA DI JAWA TENGAH BERDASARKAN TENAGA KESEHATAN TAHUN 2015.  Skripsi thesis, UIN SUNAN KALIJAGA YOGYAKARTA.   
document_url: https://digilib.uin-suka.ac.id/id/eprint/32146/1/14610013_BAB-I_VI_DAFTAR-PUSTAKA.pdf
document_url: https://digilib.uin-suka.ac.id/id/eprint/32146/2/14610013_BAB-II_sampai_SEBELUM-BAB-TERAKHIR.pdf