Vol 15, No 1 (2023)

DOI: https://doi.org/10.33096/ilkom.v15i1

The author's countries are coming from Indonesia, Australia, Palestine, Saudi Arabia

Table of Contents

Artikel

User Interface and User Experience Analysis of Kejar Mimpi Mobile Application using the User-Centered Design Method

author Brigitha Valensia Angela(1); Tina Tri Wulansari(2*); Riyayatsyah Riyayatsyah(3); Yuli Fitrianto(4); Abdul Rahim(5)

(1) Mulia University
(2) Mulia University
(3) Mulia University
(4) Badan Penelitian dan Pengembangan Daerah Provinsi Kaltim
(5) Universitas Muhammadiyah Kalimantan Timur
(*) Corresponding Author

doi 10.33096/ilkom.v15i1.1455.1-10 graph Abstract view: 472 times
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1-10
Determining Eligible Villages for Mobile Services using K-NN Algorithm

author Anton Yudhana(1); Imam Riadi(2); M Rosyidi Djou(3*)

(1) Universitas Ahmad Dahlan
(2) Universitas Ahmad Dahlan
(3) Universitas Ahmad Dahlan
(*) Corresponding Author

doi 10.33096/ilkom.v15i1.1546.11-20 graph Abstract view: 247 times
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11-20
Fuzzy C-Means with Borda Algorithm in Cluster Determination System for Food Prone Areas in Aceh Utara

author Mutammimul Ula(1*); Munirul Ula(2); Desvina Yulisda(3); Susanti Susanti(4)

(1) Universitas Malikussaleh
(2) Universitas Malikussaleh
(3) Universitas Malikussaleh
(4) Universitas Malikussaleh
(*) Corresponding Author

doi 10.33096/ilkom.v15i1.1481.21-31 graph Abstract view: 212 times
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21-31
Implementation of RFM Method and K-Means Algorithm for Customer Segmentation in E-Commerce with Streamlit

author Farrikh Alzami(1*); Fikri Diva Sambasri(2); Mira Nabila(3); Rama Aria Megantara(4); Ahmad Akrom(5); Ricardus Anggi Pramunendar(6); Dwi Puji Prabowo(7); Puri Sulistiyawati(8)

(1) Universitas Dian Nuswantoro
(2) Universitas Dian Nuswantoro
(3) Universitas Dian Nuswantoro
(4) Universitas Dian Nuswantoro
(5) Universitas Dian Nuswantoro
(6) Universitas Dian Nuswantoro
(7) Universitas Dian Nuswantoro
(8) Universitas Dian Nuswantoro
(*) Corresponding Author

doi 10.33096/ilkom.v15i1.1524.32-44 graph Abstract view: 653 times
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32-44
CNN Ensemble Learning Method for Transfer learning: A Review

author Yudha Islami Sulistya(1); Elsi Titasari Br Bangun(2); Dyah Aruming Tyas(3*)

(1) Universitas Gadjah Mada
(2) Universitas Gadjah Mada
(3) Universitas Gadjah Mada
(*) Corresponding Author

doi 10.33096/ilkom.v15i1.1541.45-63 graph Abstract view: 521 times
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45-63
The Implementation of GLCM and ANN Methods to Identify Dragon Fruit Maturity Level

author Muhammad Faisal(1*); Maryam Hasan(2); Kartika Candra Pelangi(3)

(1) Universitas Ichsan Gorontalo
(2) Universitas Ichsan Gorontalo
(3) Universitas Ichsan Gorontalo
(*) Corresponding Author

doi 10.33096/ilkom.v15i1.1504.64-71 graph Abstract view: 134 times
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64-71
Short-Term Load Forecasting using Artificial Neural Network in Indonesia

author Sylvia Jane Annatje Sumarauw(1*)

(1) Universitas Negeri Manado
(*) Corresponding Author

doi 10.33096/ilkom.v15i1.1512.72-81 graph Abstract view: 271 times
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72-81
Application of the Fuzzy C-Means Method in Grouping Heart Abnormalities Based on Electrocardiogram Medical Records

author Sumiati Sumiati(1*); Suherman Suherman(2); Raden Muhamad Firzatullah(3); Agung Triayudi(4); Agung Rahmad Fadjar(5)

(1) Universitas Serang Raya
(2) Universitas Serang Raya
(3) Politeknik Transportasi Sungai Danau dan Penyeberangan
(4) Universitas Nasional
(5) Universitas Serang Raya
(*) Corresponding Author

doi 10.33096/ilkom.v15i1.1272.82-100 graph Abstract view: 196 times
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82-100
Classification of Engineering Journals Quartile using Various Supervised Learning Models

author Nastiti Susetyo Fanany Putri(1); Aji Prasetya Wibawa(2*); Harits Ar Rasyid(3); Anik Nur Handayani(4); Andrew Nafalski(5); Edinar Valiant Hawali(6); Jehad A.H. Hammad(7)

(1) Universitas Negeri Malang
(2) Universitas Negeri Malang
(3) Universitas Negeri Malang
(4) Universitas Negeri Malang
(5) University of South Australia
(6) Universitas Negeri Malang
(7) Al-Quds Open University
(*) Corresponding Author

doi 10.33096/ilkom.v15i1.1483.101-106 graph Abstract view: 187 times
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101-106
Classification of Multiclass Ensemble SVM for Human Activities based on Sensor Accelerometer and Gyroscope

author Supriyadi La Wungo(1); Mardewi Mardewi(2); Firman Aziz(3*); Pertiwi Ishak(4); Hechmi SHILI(5)

(1) Universitas Pancasakti
(2) STMIK Kreatindo Manokwari
(3) Universitas Pancasakti
(4) Universitas Pancasakti
(5) University of Tabuk
(*) Corresponding Author

doi 10.33096/ilkom.v15i1.1270.107-117 graph Abstract view: 232 times
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107-117
The K-Nearest Neighbor Algorithm using Forward Selection and Backward Elimination in Predicting the Student’s Satisfaction Level of University Ichsan Gorontalo toward Online Lectures during the COVID-19 Pandemic

author Andi Bode(1); Zulfrianto Y Lamasigi(2); Ivo Colanus Rally Drajana(3*)

(1) Universitas Ichsan Gorontalo
(2) Universitas Ichsan Gorontalo
(3) UNIVERSITAS POHUWATO
(*) Corresponding Author

doi 10.33096/ilkom.v15i1.1381.118-123 graph Abstract view: 187 times
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118-123
Abstractive Text Summarization using Pre-Trained Language Model "Text-to-Text Transfer Transformer (T5)"

author Qurrota A’yuna Itsnaini(1); Mardhiya Hayaty(2*); Andriyan Dwi Putra(3); Nidal A.M Jabari(4)

(1) Universitas Amikom Yogyakarta
(2) Universitas Amikom Yogyakarta
(3) Universitas Amikom Yogyakarta
(4) Palestine technical university Kadoorie
(*) Corresponding Author

doi 10.33096/ilkom.v15i1.1532.124-131 graph Abstract view: 735 times
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124-131
User’s Satisfaction Analysis of the Academic Information Systems Quality using the Modified Webqual 4.0 Method and Importance-Performance Analysis

author Aang Anwarudin(1*); Abdul Fadlil(2); Anton Yudhana(3)

(1) Universitas Ahmad Dahlan, Yogyakarta, Indonesia 55166
(2) Universitas Ahmad Dahlan, Yogyakarta, Indonesia 55166
(3) Universitas Ahmad Dahlan, Yogyakarta, Indonesia 55166
(*) Corresponding Author

doi 10.33096/ilkom.v15i1.1531.132-143 graph Abstract view: 219 times
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132-143
The Satisfaction Level Analysis of the SIKOJA Application’s Users in Jambi City during the COVID-19 Pandemic

author Dodi Al Vayed(1*); Ulung Pribadi(2); Riri Maria Fatriani(3)

(1) Jusuf Kalla School of Government, University of Muhammadiyah Yogyakarta
(2) Jusuf Kalla School of Government, University of Muhammadiyah Yogyakarta
(3) Jambi University
(*) Corresponding Author

doi 10.33096/ilkom.v15i1.1284.144-152 graph Abstract view: 251 times
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144-152
Identification of the Freshness Level of Tuna based on Discrete Cosine Transform on Feature Extraction of Gray Level Co-Occurrence Matrix using K-Nearest Neighbor

author Zulfrianto Yusrin Lamasigi(1*); Serwin Serwin(2); Yusrianto Malago(3)

(1) Universitas Ichsan Gorontalo
(2) Universitas Ichsan Gorontalo
(3) Universitas Ichsan Gorontalo
(*) Corresponding Author

doi 10.33096/ilkom.v15i1.1426.153-164 graph Abstract view: 171 times
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153-164
Analysis of the Dynamic Source Routing Protocol on the Performance of File Transfer Protocol and Video Conference Services in the Mobile AdHoc Network Simulation

author Triawan Adi Cahyanto(1); Rizky Dwi Antoko(2*); Taufiq Timur Warisaji(3); Santosa Santosa(4); Rodianto Rodianto(5)

(1) Universitas Muhammadiyah Jember
(2) Universitas Muhammadiyah Jember
(3) Universitas Muhammadiyah Jember
(4) Universitas Muhammadiyah Maluku Utara
(5) Universitas Teknologi Sumbawa
(*) Corresponding Author

doi 10.33096/ilkom.v15i1.1526.165-174 graph Abstract view: 161 times
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165-174
Sentiment Analysis and Classification of Forest Fires in Indonesia

author Indra Irawanto(1); Cynthia Widodo(2); Atin Hasanah(3); Prema Adhitya Dharma Kusumah(4); Kusirini Kusrini(5*); Kusnawi Kusnawi(6)

(1) AMIKOM Yogyakarta of University
(2) AMIKOM Yogyakarta of University
(3) AMIKOM Yogyakarta of University
(4) AMIKOM Yogyakarta of University
(5) AMIKOM Yogyakarta of University
(6) AMIKOM Yogyakarta of University
(*) Corresponding Author

doi 10.33096/ilkom.v15i1.1337.175-185 graph Abstract view: 273 times
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175-185
Analysis of the Ensemble Method Classifier's Performance on Handwritten Arabic Characters Dataset

author Abdul Rachman Manga'(1); Anik Nur Handayani(2); Heru Wahyu Herwanto(3); Rosa Andrie Asmara(4); Yudha Islami Sulistya(5*); Kasmira Kasmira(6)

(1) Universitas Negei Malang, universitas Muslim Indonesia
(2) Universitas Negeri Malang
(3) Universitas Negeri Malang
(4) State Polytechnic of Malang
(5) Universitas Muslim Indonesia
(6) Universitas Muslim Indonesia
(*) Corresponding Author

doi 10.33096/ilkom.v15i1.1357.186-192 graph Abstract view: 298 times
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186-192
Fourier Descriptor on Lontara Scripts Handwriting Recognition

author Fitriyani Umar(1*); Herdianti Darwis(2); Purnawansyah Purnawansyah(3)

(1) Universitas Muslim Indonesia
(2) Universitas Muslim indonesia
(3) Universitas Muslim Indonesia
(*) Corresponding Author

doi 10.33096/ilkom.v15i1.1040.193-200 graph Abstract view: 151 times
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193-200
[Retraction] Penerapan Forward Chaining Pada Sistem Pakar Pengendalian Internal Bank Pemberian Kredit Pemilikan Rumah

author Apriade Voutama(1*); Adhi Rizal(2)

(1) Universitas Singaperbangsa Karawang
(2) Universitas Singaperbangsa Karawang
(*) Corresponding Author

doi 10.33096/ilkom.v15i1.839.201-214 graph Abstract view: 233 times
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201-214