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Valian Yoga Pudya Ardhana
Universitas Qamarul Huda Badaruddin, Lombok Tengah, Indonesia
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Journal : Journal of Informatics, Electrical and Electronics Engineering

 1 
Prediksi Flight Delay Berbasis Algoritma Neural Network Valian Yoga Pudya Ardhana; Muh. Yusuf Syam; Eka Fitri Ramadani; Eliyah A M Sampetoding; Mohammad Syahril; Esther Sanda Manapa; Rahmat Mardzuki
Journal of Informatics, Electrical and Electronics Engineering Vol. 2 No. 1 (2022): September 2022
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

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Abstract

Pada penerbangan komersial salah satu masalahyang tidak dapat dihindari adalah keterlambatan penerbangan. Keterlambatan penerbangan (flight delay) adalah terjadinya perbedaan waktu antara waktu keberangkatan atau kedatangan yang dijadwalkan dengan realisasi waktu keberangkatan atau kedatangan. Dengan terjadinya keterlambatan penerbangan, maka secara langsung akan menyebabkan banyak kerugian. Pada penelitian ini dibangun sebuah model untuk memprediksi keterlambatan penerbangan yang akan terjadi kedepannya dengan menggunakan metode pengenalan pola yaitu neural network. Neural network atau biasa disebut juga jaringan syaraf tiruan adalah suatu metode komputasi yang meniru sistem jaringan syaraf biologi. Metode ini menggunakan elemen perhitungan non-linear dasar yang disebut neuran yang diorganisasikan sebagai jaringan yang saling berhubungan, sehingga mirip dengan jaringan saraf manusia. Dengan menerapkan model neural network pada data latih sebanyak 20 epichs dalam waktu 11 menit. Akurasi akhir dari data latih yaitu 81,89%, sementara akurasi pada data tes yaitu 81,59%.
Evaluasi Usability E-Learning Universitas Qamarul Huda Menggunakan System Usability Scale (SUS) Valian Yoga Pudya Ardhana
Journal of Informatics, Electrical and Electronics Engineering Vol. 2 No. 1 (2022): September 2022
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

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Abstract

The need for e-learning to support the learning process in higher education is very high, not least at Qamarul Huda University. Qamarul Huda University's e-learning has been running but has not been evaluated and tested for its effectiveness, convenience and usefulness for users, in this case students. In this study, the quality of e-learning that will be measured by users, namely students from the University of Qamarul Huda, is based on measuring the quality of e-learning using the System Usability Scale (SUS). The usability evaluation of e-learning was carried out to collect opinions from different respondents regarding the usefulness of e-learning. In accordance with these problems, it is necessary to evaluate the usability of e-learning at Qamarul Huda University in order to determine the feasibility of the system whether e-learning is easy to use by students, how quickly students can easily understand and use e-learning, whether students still experience many problems or difficulties. in using e-learning. Based on the results of distributing questionnaires or questionnaires to 50 students where different study programs and classes as users of e-learning to get the level of student satisfaction with the e-learning system, it is obtained a score of 71.15 which is in the C grade category falls into the Acceptable range. . With this value, the Qamarul Huda University e-learning system is fairly good and feasible for students to use.
Co-Authors A. Muh. Amil Siddik A. Muh. Yusril A. Muh. Yusril A. Muhammad Risqullah Adi Supriyatna Adrisumatri Sakri Afriansyah, M Afriansyah, M. Ahmad Wilda Yulianto Ahmad Wilda Yulianto Alamsyah, Noor Ali Muhtasom Alika Oktaviani Amran, Rozalina Anarsya Sarundaitan Andi Ilhamsyah Idris Andi Maghfirah Inzani Saputra Arfianto, Afif Zuhri Ayatullah, Usamah bin Baiq Wira Hartati Benardo Sinambela Butar-butar, Martahan Mikhael Danang Tejo Kumoro Danang Tejo Kumoro Danang Tejo Kumoro Desyanti - Desyanti Dhiyavia, Fuad Dous, Forni N Dwi Agustini, Dwi Dwi Ivana L Sitohang Eka Fitri Ramadani Eko Supriyanto Eliyah Acantha Manapa Sampetoding Emha Ismaulidin Esther Sanda Manapa Firmansyah, Dodiy Forni N Dous Frieyadie Frieyadie Godfried Lewakabessy Gormantara, Jeriko Hartati, Baiq Wira Hasbullah Hetty Rohayani Hidayat, Muhammad Taufiq Hidayatullah Ruslan Hoxy R Talua Hoxy R Taluay Hoxy R Taluay Hutba, Muh Hudri Perdana I Nyoman Gunantara Ilahi, Indah Kurnia Indah Kurnia Ilahi Indira Septianita Larasati Irene Maritsa Ismaulidin, Emha Jeriko Gormantara Jihan Afifah Mirzani Jones Azarya Tomassoyan Joni Saputra Joni Saputra Kartika, Selviani Amalia Kumoro, Danang Tejo Kusuma, Logananta Puja Lilik Hidayati Lilik Hidayati, Lilik Lita, Baiq Fitria Frisma Lopinta Sarungallo M. Afriansyah M. Dermawan Mulyodiputo M. Dermawan Mulyodiputro M. Dermawan Mulyodiputro M. Dermawan. Mulyodiputro Manapa, Esther S Martahan Mikhael Butar-butar Meisin Larungkondo Miftahul Jannah Mirzani, Jihan Afifah Mohammad Basuki Rahmat, Mohammad Basuki Mohammad Javed Equbal Mohammad Syahril Monica Natalin Monica Natalin Muh Hudri Perdana Hutba Muh Sapi'i Muh Yusran Hardimas Setiawan Muh. Gifari Muh. Gifari Sakawati Muh. Sulthan Nazhim Muh. Sulthan Nazhim Muh. Yusuf Syam Muhammad Arya Ramdani Muhammad Dermawan Mulyodiputo Muhammad Dermawan Mulyodiputro Muhammad Sapi’i Mulyodiputro, M. Dermawan Natalin, Monica Nila Sari Noor Alamsyah Nur Hikmah Nur Hikmah Nurul Salsabila Syam Nurul Salsabila Syam Paula Aneke Ruung Pa’ni, D Mustamu Qamal Putri Aulia Nur Salsabila Rahmat Mardzuki Rahmi Rahmi Ramdani, Muhammad Arya Reza Indra Wiguna Rini, Puspita Riski Ferita Wahyu Rozalina Amran Safitri, Rias Pratiwi Salsabila, Putri Aulia Nur Sapi'i, Muh Saputra, Andi Maghfirah Inzani Sarira, Stefany Frans Satiadji, Amirosa Ria Selviani Amalia Kartika Setiawan, Muh Yusran Hardimas Siddik, A. Muh. Amil SITI MARYAM Siti Maryam Siti Pitrianti Stefany Frans Sarira Sumiati Sumiati Susetiyo, Wirya Olivia Dwi Syahrani Lonang Taluay, Hoxy R Tomassoyan, Jones Azarya Tommy Wijaya Sagala Tri Budi Santoso Usamah bin Ayatullah Uswatun Hasanah Wirya Olivia Dwi Susetiyo Yonathan Anggian Sihaan Yuan Sa'adati Yuan Sa'adati Yulianto, Ahmad Wilda Yulita Sirinti Pongtambing Yusri Anugerah Manapa Ambabunga