Sisfo: Jurnal Ilmiah Sistem Informasi
Vol. 10 No. 1 (2026): Sisfo: Jurnal Ilmiah Sistem Informasi, Mei 2026

A Comparison Of Multiple Linear Regression And Single Exponential Smoothing For Predicting Rice Production In North Aceh

Anindia Putri , Cindy (Unknown)
Pratama, Angga (Unknown)
Ardian , Zalfie (Unknown)



Article Info

Publish Date
06 May 2026

Abstract

North Aceh Regency is the largest rice producer in Aceh Province; however, rice production has fluctuated and shown a downward trend from 2019 to 2023. This study aims to analyze the factors influencing rice production and to compare the Multiple Linear Regression and Single Exponential Smoothing (SES) methods in predicting rice production in North Aceh Regency. The variables used include harvested area, productivity, rainfall, and flooding. The Multiple Linear Regression method was used to analyze the relationships among variables, while SES was used to make predictions based on historical data. The analysis results indicate that productivity has the greatest influence on rice production, followed by harvested area. Rainfall and flooding also affect production, but their influence is relatively small. Model evaluation shows that Multiple Linear Regression has an MSE of 2156056.09, a MAD of 627, and a MAPE of 9.04%, which is better than Single Exponential Smoothing with an MSE of 51,613,195, a MAD of 3,867, and a MAPE of 28.57%. Based on these results, the Multiple Linear Regression method has a higher level of accuracy in predicting rice production in North Aceh.

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Journal Info

Abbrev

sisfo

Publisher

Subject

Computer Science & IT Decision Sciences, Operations Research & Management Education Engineering Library & Information Science Mechanical Engineering

Description

Jurnal Sistem Informasi Merupakan bidang keilmuan sistem informasi dan teknologi informasi dengan memuat artikel ilmiah penelitian murni dan terapan serta ulasan mengenai metode dan perkembangan teori, serta ilmu-ilmu terapan yang terkait dengan teknologi informasi serta informatika.Jurnal Sistem ...