Journal of Computer Networks, Architecture and High Performance Computing
Vol. 3 No. 2 (2021): Journal of Computer Networks, Architecture and High Performance Computing, July

Implementation of Water Conditions in Soil with Artificial Neural Network Method using Backpropagation

Toppan Sintio (Universitas Prima Indonesia)
Steven Steven (Universitas Prima Indonesia)
Yennimar Yennimar (Universitas Prima Indonesia, Indonesia)



Article Info

Publish Date
16 Jul 2021

Abstract

In agriculture and plantations, the land is an important thing, but sometimes the soil needs to be measured for its fertility, so measuring instruments are used. In this study, the authors tried to collect data for measuring using the Backpropagation method to determine the prediction of fertility in the soil. The backpropagation method is used to predict and also Backpropagation is a Neural Network algorithm. In using this method, input is a sensor that will take data in the form of soil moisture, pH when wet, and pH when dry, followed by this method which processes the data to be generated. The results of research with the Backpropagation algorithm get 80% accuracy of the 10 test data used for test results. The results tested initially were not as expected but with several trials, it was almost as expected but needed to be further developed. With the hope that there are people who can develop better for more knowledge and hopefully it can be useful for more. The suggestion in this is for readers who want to develop their suggestions to collect more data from this research to get more satisfying results. If the data is not more efficient, more efficient or accurate methods or means of data collection are expected to be used.

Copyrights © 2021






Journal Info

Abbrev

CNAPC

Publisher

Subject

Computer Science & IT Education

Description

Journal of Computer Networks, Architecture and Performance Computing is a scientific journal that contains all the results of research by lecturers, researchers, especially in the fields of computer networks, computer architecture, computing. this journal is published by Information Technology and ...