Jurnal TIKOMSIN (Teknologi Informasi dan Komunikasi Sinar Nusantara)
Vol 10, No 1 (2022): Jurnal TiKomSiN, Vol. 10, No. 1, April 2022

Application of K-Means Clustering to Monitoring the level of Fertilizer Usage in Rice Fields in Ngawi Regency

Iwan Ady Prabowo (STMIK Sinar Nusantara)
Hendro Wijayanto (STMIK Sinar Nusantara)
Sujud Aji Wantoro (STMIK Sinar Nusantara)



Article Info

Publish Date
19 May 2022

Abstract

Fertilizer is a substance given to plants that could be food for plants. Fertilizer  itself divided into two types, that  is  inorganic  fertilizers  and  organic  fertilizer.  Fertilizer  is  very important  to  the  needs  of farmers,  especially  farmers.  Therefore  fertilizer  needs should be able  to in monitoring  in  order  not to occur lack. The purpose of this study is a grouping of the use of fertilizer in every town in the districts of Ngawi with k-Means algorithm. The formulation of the problem to overcome is how to apply the method of k-means  algorithm  to  categorize  fertilizer  needs  in  every  town  in  the  Ngawi.  K-means  is  clustering algorithm where one object can be in group based on data similarities. Clustering results K-means Clustering is seen in the first group high (Cluster 1) contains 6, In the second group medium (Cluster 2) contains 2 sub-districts, while in the third group low (cluster 3rd) contains 11 sub-districts.

Copyrights © 2022






Journal Info

Abbrev

TIKomSiN

Publisher

Subject

Computer Science & IT

Description

Jurnal Tikomsin merupakan terbitan berkala hasil penelitian dalam bidang ilmu komputer mencakup disiplin ilmu teknologi informasi meliputi Sistem Pendukung Keputusan, Kecerdasan buatan, Data mining, Jaringan Komputer etc. Majalah ini diterbitkan secara periodik dua kali dalam setahun yaitu bulan ...