Journal of Intelligent Decision Support System (IDSS)
Vol 5 No 4 (2022): Desember: Intelligent Decision Support System (IDSS)

Implementation of Artificial Neural Network on Sales Forecasting Application

Ketut Jaya Atmaja (Institut Bisnis dan Teknologi Indonesia, Indonesia)
Ida Bagus Nyoman Pascima (Universitas Pendidikan Ganesha, Indonesia)
I Made Dwi Putra Asana (Institut Bisnis dan Teknologi Indonesia, Indonesia)
I Gede Iwan Sudipa (Institut Bisnis dan Teknologi Indonesia, Indonesia)



Article Info

Publish Date
31 Dec 2022

Abstract

Sales forecasting is an effort to fulfill customer demands. The existence of a sales forecast, can help trade business owners in carrying out stock management to deal with customer demands in the future. Data owned in the past is used in predicting and estimating a condition in the future. Quantitative data used as a reference in the forecasting process can be time series data based on a certain period containing the number of sales. Artificial Neural Networks (ANN) are one of the human efforts to model the way the human nervous system functions in carrying out certain tasks. This modeling is based on the ability of the human brain to organize brain cells called neurons. Neurons are information processing units that are the basis of artificial neural network operations. ANN can be used to solve forecasting problems based on continuous data such as time series data from a sale based on a certain period. The research stages that will be carried out consist of analyzing needs, training the model, testing the model, forecasting sales.

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Journal Info

Abbrev

jidss

Publisher

Subject

Computer Science & IT

Description

An intelligent decision support system (IDSS) is a decision support system that makes extensive use of artificial intelligence (AI) techniques. Use of AI techniques in management information systems has a long history – indeed terms such as "Knowledge-based systems" (KBS) and "intelligent ...