The Sriwijaya University Library

  • Home
  • Information
  • News
  • Help
  • Librarian
  • Login
  • Member Area
  • Select Language :
    Arabic Bengali Brazilian Portuguese English Espanol German Indonesian Japanese Malay Persian Russian Thai Turkish Urdu

Search by :

ALL Author Subject ISBN/ISSN Advanced Search

Last search:

{{tmpObj[k].text}}
Image of CLUSTERING TARAF KESEJAHTERAAN KABUPATEN/KOTA DI INDONESIA MENGGUNAKAN KOMBINASI METODE K-MEANS DAN HIERARCHICAL CLUSTERING

Text

CLUSTERING TARAF KESEJAHTERAAN KABUPATEN/KOTA DI INDONESIA MENGGUNAKAN KOMBINASI METODE K-MEANS DAN HIERARCHICAL CLUSTERING

Shafrullah, Muhammad - Personal Name;

Penilaian

0,0

dari 5
Penilaian anda saat ini :  

The problem of people's welfare is a problem that must be faced by developing countries like Indonesia. Many indicators influence the level of people's welfare. Therefore, it is necessary to group districts / cities to assist in policy making. This study uses a combination of K-means and Hierarchical clustering methods. K-means has the ability to classify large amounts of data with relatively fast and efficient computation time. However, the results of K-means clustering are highly dependent on the initial center of the cluster. Therefore, the K-means method is combined with Hierarchical clustering to determine the initial center of the cluster. The results of grouping will be evaluated using the Davies Bouldin Index (DBI) and the Silhouette Index (SI). The DBI value of the combination of K-means and Hierarchical clustering has the lowest value of 0.51 with 9 clusters compared to only using the K-means method of 0.58 with 7 clusters. The SI value of the combination of K-means and Hierarchical clustering has the highest value of 0.92 with 9 clusters compared to only using the K-means method of 0.89 with 7 clusters.


Availability
Inventory Code Barcode Call Number Location Status
2007000856T39137T391372020Central Library (REFERENCES)Available but not for loan - Not for Loan
Detail Information
Series Title
-
Call Number
T391372020
Publisher
Indralaya : Prodi Teknik Informatika, Fakultas Ilmu Komputer., 2020
Collation
xv, 85 hlm.; ilus., tab.: 28 cm
Language
Indonesia
ISBN/ISSN
-
Classification
005.07
Content Type
Text
Media Type
-
Carrier Type
-
Edition
-
Subject(s)
Prodi Teknik Informatika, Fakultas Ilmu Komputer
Taraf Kesejahteraan
Specific Detail Info
-
Statement of Responsibility
TUTI
Other version/related

No other version available

File Attachment
  • CLUSTERING TARAF KESEJAHTERAAN KABUPATEN/KOTA DI INDONESIA MENGGUNAKAN KOMBINASI METODE K-MEANS DAN HIERARCHICAL CLUSTERING
Comments

You must be logged in to post a comment

The Sriwijaya University Library
  • Information
  • Services
  • Librarian
  • Member Area

About Us

As a complete Library Management System, SLiMS (Senayan Library Management System) has many features that will help libraries and librarians to do their job easily and quickly. Follow this link to show some features provided by SLiMS.

Search

start it by typing one or more keywords for title, author or subject

Keep SLiMS Alive Want to Contribute?

© 2025 — Senayan Developer Community

Powered by SLiMS
Select the topic you are interested in
  • Computer Science, Information & General Works
  • Philosophy & Psychology
  • Religion
  • Social Sciences
  • Language
  • Pure Science
  • Applied Sciences
  • Art & Recreation
  • Literature
  • History & Geography
Icons made by Freepik from www.flaticon.com
Advanced Search