Analysis Of The Use Of X-Means Method In Grouping Interest And Talent Data Students

Jurnal Ipteks Terapan

View Publication Info
 
 
Field Value
 
Title Analysis Of The Use Of X-Means Method In Grouping Interest And Talent Data Students
 
Creator Putra, Purwa Hasan; Universitas Pembangunan Panca Budi
Novelan, Muhammad Syahputra; Universitas Panca Budi
 
Subject
X-Means, Decision Support System

 
Description The X-Means algorithm is an algorithm used for grouping data. The x means algorithm is the development of k-means. X-means clustering is used to solve one of the main weaknesses of K-means clustering, namely the need for prior knowledge about the number of clusters (K). In this method, the true value of K is estimated in an unsupervised way and only based on the data set itself. The research results using the X-Means algorithm with Davies-Bouldin Index evaluation Determination of the number of Centroid clusters is done by modifying the X-Means method. In grouping this data, clustering is performed on each student data of the collected variables. Each student's gift and interest will be matched with the college and department of what each student is interested in
 
Publisher LLDIKTI Wilayah X
 
Contributor
 
Date 2020-08-01
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion


 
Format application/pdf
 
Identifier http://ejournal.lldikti10.id/index.php/jit/article/view/5414
10.22216/jit.2020.v14i2.5414
 
Source Jurnal Ipteks Terapan; Vol 14, No 2 (2020): JIT; 152-159
Jurnal Ipteks Terapan; Vol 14, No 2 (2020): JIT; 152-159
2460-5611
1979-9292
10.22216/jit.2020.v14i2
 
Language eng
 
Relation http://ejournal.lldikti10.id/index.php/jit/article/view/5414/pdf1
10.22216/jit.2020.v14i2.5414
 
Coverage


 
Rights Copyright (c) 2020 Purwa Hasan Putra, Muhammad Syahputra Novelan
http://creativecommons.org/licenses/by-sa/4.0
 

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