Jurnal Aplikasi Teknologi Informasi dan Manajemen (JATIM)
Vol 1 No 1 (2020): Jurnal Aplikasi Teknologi Informasi dan Manajemen (JATIM) April 2020

IMPLEMENTASI METODE K-NEAREST NEIGHBOUR (K_NN) UNTUK MENDUGA SALINITAS AIR LAUT

yuri efenie (Fakultas Teknik Universitas Islam MAdura)
Miftahul Walid (Prodi Teknik Informatika Fakultas Teknik Universitas Islam Madura)



Article Info

Publish Date
28 Apr 2020

Abstract

In this research, trying to predict the salinity of sea water using the K-Nearest Neighbor method, this method serves to clarify the input data using the distance measurement method with training data, the variable used in this study is the value of the location of coordinates (latitude and longitude) and the output is in the form of salinity, the case study in this study is the southern waters of Sumenep, the system has been able to make an estimate but with an error rate of 1.00 so that there is a need for re-analysis because the data used is only small, the need for additional data so that the results will be more optimal, it is also necessary to experiment with changing methods or simplifying rules or by adding input variables in the system that have been created so that it produces better accuracy values, because the existing system still requires a long time in estimating.

Copyrights © 2020






Journal Info

Abbrev

jatim

Publisher

Subject

Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management

Description

JATIM (Jurnal Aplikasi Teknologi Informasi dan Manajemen) dikelola secara profesional dan diterbitkan oleh Fakultas Teknik Universitas Islam Madura dalam membantu para akademisi, peneliti dan praktisi untuk menyebarkan hasil penelitiannya. Fakultas Teknik Universitas Islam Madura merupakan salah ...