Jurnal Ilmiah Wahana Pendidikan
Vol 8 No 13 (2022): Jurnal Ilmiah Wahana Pendidikan

Implementasi Algoritma K-Means Clustering Status Gizi Balita

Nurul Rizki Octaviyani (Unknown)
Rini Mayasari (Unknown)
Susilawati Susilawati (Unknown)



Article Info

Publish Date
04 Aug 2022

Abstract

Nutritional problems are a common problem in Indonesia, especially the problem of malnutrition. One of the factors that affect the nutritional status of toddlers is the lack of parental knowledge, because just looking at the physical development of toddlers is certainly not enough to know the category of nutritional status of toddlers. This study uses data mining techniques by applying the K-Means method, the grouping process using the K-Means algorithm is expected to make it easier for the community, especially mothers, to know the nutritional status of their children, we can know that the relevant K-Means Algorithm is used for the process of grouping toddler nutritional data. The output of this study is to classify the nutritional status of toddlers based on weight and height. The validation test in this study used the Davies Bouldin Index, according to the results of testing and data validation, the final result menu Submit the DBI Kmeans result 0.522483983 (Non-Negative). DBI is declared to be essentially optimal if the final value obtained is as low as possible (non-negative ≥0) in order to measure whether the final cluster obtained in the calculation is good or not. This value describes the high level of similarity/similarity of membership in a cluster that has a large degree of similarity/similarity and the distance between one cluster and other clusters is also large. The nutritional clustering process for toddlers is grouped according to their nutritional status

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Journal Info

Abbrev

JIWP

Publisher

Subject

Religion Education Social Sciences Other

Description

Jurnal Ilmiah Wahana Pendidikan (JIWP) Diterbitkan sebagai upaya untuk mempublikasikan hasil-hasil penelitian dan temuan di bidang pendidikan . Jurnal ini terbit 4 bulanan, yaitu bulan April, Agustus dan Desember. *Ruang Lingkup* Memuat hal kajian, analisis, dan penelitian tentang perancangan, ...