Proceeding International Conference on Information Technology and Business
2019: INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND BUSINESS (ICITB) 5

Prediction Of Coffee Prices With Backpropagation Neural Networks

Dwi Marisa Efendi (Teknologi Komputer, STMIK Dian Cipta Cendikia Kotabumi)
Ferly Ardhy (Information System, STMIK Dian Cipta Cendikai Kotabumi,)



Article Info

Publish Date
30 Dec 2019

Abstract

Robusta coffee is a type of coffee plant in Indonesian, sepcialy at west lampung.lampung province have much spices of herbs plant.one of that spices is Robusta Coffe. Robusta coffee is the fourth most reliable source of Robusta coffee in the world. Robusta coffee prices in Lampung are influenced by the price of coffee from Vietnam and Brazil. This research was conducted to determine the predication of coffee prices. the price of this coffee can be used for government reference. This prediction is used for farmers to get more leverage. The training data is data for 2010-2014. Testing data used in 2015-2017. 2018 is used as an output target the algorithm used is backpropagationof neural network. the study uses five architectural models. They are 3-9-1,3-12-1,3-15-1 dan 3-19-1. the best model is3-15-1 with mse value is 0.00904753.therefor, this model is good for predicting prices, especially this result is good for the LampungKeywords :Robusta, coffe, prices, prediction, neural network, backpropagation

Copyrights © 2019






Journal Info

Abbrev

icitb

Publisher

Subject

Computer Science & IT Economics, Econometrics & Finance

Description

Proceeding International Conference on Information Technology and Business is a series of one-year international conferences organized by the Informatics and Business Institute Darmajaya, with local and international partners. The conference will provide a unique opportunity for the productive ...