Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)
Vol 4 No 3 (2020): Juni 2020

Penerapan Long Short Term Memory untuk Memprediksi Flight Delay pada Penerbangan Komersial

Muhammad Genta Ari Shandi (IT Telkom Purwokerto)
Rifki Adhitama (Institut Teknologi Telkom Purwokerto)
Amalia Beladinna Arifa (Institut Teknologi Telkom Purwokerto)

Article Info

Publish Date
20 Jun 2020

Abstract

Delay in airline services, become an unpleasant experience for passengers who experience it. This study aims to build a model that can predict flight delay (departure) using the Long Short Term Memory method and can find out its performance. In this study there are two scenarios that have different ways of preprocessing. Both of these scenarios produce predictions with error values calculated using Root Mean Squared Error (RMSE), respectively from the first to the second scenario namely: 41, 21. Between the two, the second scenario is better than the first scenario due to extreme data deletion ( anomaly) in the second scenario with an error value using RMSE of 0.116.

Copyrights © 2020




Citation Download
RIS
EndNote, Reference Manager, ProCite
BibTex
Latex, Jabref
Full PDF
426.06 KB
Original Source
Download Original
Google Scholar
Check in Google Scholar
Journal Info
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)
Website

Abbrev

RESTI

Publisher

Ikatan Ahli Informatika Indonesia

Subject

Computer Science & IT Engineering

Description

Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) dimaksudkan sebagai media kajian ilmiah hasil penelitian, pemikiran dan kajian analisis-kritis mengenai penelitian Rekayasa Sistem, Teknik Informatika/Teknologi Informasi, Manajemen Informatika dan Sistem Informasi. Sebagai bagian dari semangat ...