Vol. 4 No. 4 (2026): Volume 4 Number 4 October 2026

Volume 4 Number 4 October 2026 the Journal of Information Technology, Software Engineering and Computer Science (ITSECS) presents recent advances in decision support systems, software engineering, and information technology, featuring innovative research that contributes to practical solutions for contemporary computational and organizational challenges.

DOI: https://doi.org/10.58602/itsecs.v4i4

Published: 2026-10-21

Articles

Optimasi Klasifikasi Pola Detak Jantung Menggunakan Particle Swarm Optimization (PSO) dan Algoritma XGBoost

Ichwanul Muslim Karo Karo, Universitas Negeri Medan, Indonesia

Justaman Arifin Karo Karo, Politeknik Teknologi Kimia Industri, Indonesia

Manan Ginting, Politeknik Teknologi Kimia Industri, Indonesia

Darni Paranita, Politeknik Teknologi Kimia Industri, Indonesia

Ratna Kristina Tarigan, Politeknik Teknologi Kimia Industri, Indonesia

Maulidna Maulidna, Politeknik Teknologi Kimia Industri, Indonesia

98-106
- FULL TEXT (PDF)
Abstract Views: 116 Times | PDF Download: 159 Times | Published: 2026-10-21
DOI : https://doi.org/10.58602/itsecs.v4i4.372
Purwarupa Sistem Internet of Things (IoT) untuk Pemberian Pakan Otomatis pada Peternakan Babi

Tiarabella Kalaena, Universitas Sam Ratulangi, Indonesia

Djoni Hatidja, Universitas Sam Ratulangi, Indonesia

Edwin Tenda, Universitas Sam Ratulangi, Indonesia

107-118
- FULL TEXT (PDF)
Abstract Views: 133 Times | PDF Download: 127 Times | Published: 2026-10-21
DOI : https://doi.org/10.58602/itsecs.v4i4.385
Comprehensive Evaluation of Distance-Based MCDM Methods Using Response to Criteria Weighting: A Ranking Stability and Sensitivity Analysis

Sumanto Sumanto, Universitas Bina Sarana Informatika, Indonesia

Ryan Randy Suryono, Universitas Teknokrat Indonesia, Indonesia

Riska Aryanti, Universitas Bina Sarana Informatika, Indonesia

Hetty Rohayani, Universitas Muhammadiyah Jambi, Indonesia

Setiawansyah Setiawansyah, Universitas Teknokrat Indonesia, Indonesia

Desyanti Desyanti, Institut Teknologi dan Bisnis Riau Pesisir, Indonesia

119-138
- FULL TEXT (PDF)
Abstract Views: 229 Times | PDF Download: 183 Times | Published: 2026-10-21
DOI : https://doi.org/10.58602/itsecs.v4i4.377
Pendekatan Hybrid Data Assessment Weighting dan Simple Additive Weighting untuk Evaluasi Kinerja Operator Produksi pada Industri Elektronik

Donaya Pasha, Institut Teknologi dan Sains Nahdlatul Ulama Lampung, Indonesia

Indah Hartati, Institut Teknologi dan Sains Nahdlatul Ulama Lampung, Indonesia

Tuti Haryanti, Universitas Bina Sarana Informatika, Indonesia

Yuri Rahmanto, Universitas Teknokrat Indonesia, Indonesia

Very Hendra Saputra, Universitas Teknokrat Indonesia, Indonesia

139-152
- FULL TEXT (PDF)
Abstract Views: 102 Times | PDF Download: 133 Times | Published: 2026-10-21
DOI : https://doi.org/10.58602/itsecs.v4i4.375
Deteksi Alzheimer Berbasis Random Forest dengan Feature Selection dan Analisis SHAP pada Data Klinis

Nirwana Hendrastuty, Universitas Teknokrat Indonesia , Indonesia

Marta Santra Wijaya, Universitas Teknokrat Indonesia, Indonesia

Debby Alita, Universitas Teknokrat Indonesia, Indonesia

153-171
- FULL TEXT (PDF)
Abstract Views: 68 Times | PDF Download: 77 Times | Published: 2026-10-21
DOI : https://doi.org/10.58602/itsecs.v4i4.405
Pengembangan Sistem Informasi Sekolah Berbasis Website Menggunakan Metode Rapid Application Development (RAD)

Tika Dwi Untari, Universitas Bhinneka PGRI Tulungagung, Indonesia

Taufiq Agung Cahyono, Universitas Bhinneka PGRI, Indonesia

Agung Prasetya, Universitas Bhinneka PGRI, Indonesia

172-187
- FULL TEXT (PDF)
Abstract Views: 100 Times | PDF Download: 93 Times | Published: 2026-10-21
DOI : https://doi.org/10.58602/itsecs.v4i4.386
Analysis of Land Cover Change Using Support Vector Machine Algorithm on Satellite Imagery (Case Study: Mining Area of IWIP).

Efraim Julian Soma, Universitas Sam Ratulangi, Indonesia

Winsy Christo Deilan Weki, Universitas Sam Ratulangi, Indonesia

Rillya Arundaa, Universitas Sam Ratulangi, Indonesia

Mahardika Inra Takaendengan, Universitas Sam Ratulangi, Indonesia

188-200
- FULL TEXT (PDF)
Abstract Views: 108 Times | PDF Download: 71 Times | Published: 2026-10-21
DOI : https://doi.org/10.58602/itsecs.v4i4.388
Evaluasi Kinerja MobileNetV2 Berbasis Transfer Learning untuk Klasifikasi Multikelas Penyakit Stroberi

Muhammad Doni Saputra, Universitas Mercu Buana, Indonesia

Yuwan Jumaryadi, Universitas Mercu Buana, Indonesia

201-212
- FULL TEXT (PDF)
Abstract Views: 48 Times | PDF Download: 48 Times | Published: 2026-10-21
DOI : https://doi.org/10.58602/itsecs.v4i4.401
Implementasi Algoritma YOLOv8 Untuk Deteksi Penyakit Malaria Menggunakan Citra Sel Darah

Eli Safitri, Universitas Negeri Medan, Indonesia

Susiana, Universitas Negeri Medan , Indonesia

213-229
- FULL TEXT (PDF)
Abstract Views: 58 Times | PDF Download: 44 Times | Published: 2026-10-21
DOI : https://doi.org/10.58602/itsecs.v4i4.414
Sistem Pemantauan Kualitas Udara Berbasis IoT dengan Pendekatan Klasifikasi Algoritma Random Forest

Sukardi, STMIK Adhi Guna, Indonesia

Wisard Kalengkongan, Universitas Sam Ratulangi, Indonesia

Eric Alfonsius, Universitas Sam Ratulangi, Indonesia

230-247
- FULL TEXT (PDF)
Abstract Views: 47 Times | PDF Download: 41 Times | Published: 2026-10-21
DOI : https://doi.org/10.58602/itsecs.v4i4.421
Evaluasi Kompresi Lossless Huffman Statis pada Sampel Teks dan Citra Komik

Wira Adiguna Sutawa, Institut Pertanian Bogor, Indonesia

Nur Hamzah, Universitas Lampung, Indonesia

Ridho Sholehurrohman, Universitas Lampung, Indonesia

248-259
- FULL TEXT (PDF)
Abstract Views: 65 Times | PDF Download: 37 Times | Published: 2026-10-21
DOI : https://doi.org/10.58602/itsecs.v4i4.417
Perancangan Sistem Informasi Manajemen Pemesanan Catering Saji Pertiwi Berbasis Web Menggunakan Metode Prototype

Wida Prima Mustika, Universitas Bina Sarana Informatika, Indonesia

Ali Haidir, Universitas Bina Sarana Informatika, Indonesia

Andi Diah Kuswanto, Universitas Bina Sarana Informatika, Indonesia

Meiva Eka Sri Sulistyawati, Universitas Bina Sarana Informatika, Indonesia

Andi Sanjaya, Universitas Bina Sarana Informatika, Indonesia

260-282
- FULL TEXT (PDF)
Abstract Views: 74 Times | PDF Download: 47 Times | Published: 2026-10-21
DOI : https://doi.org/10.58602/itsecs.v4i4.419
Integrasi Generative AI dan Large Language Model pada Aplikasi Web untuk Transformasi Sketsa Menjadi Gambar Realistis dan Evaluasi Otomatis

Muhammad Yulasfi Pahrizal, Universitas Mulia, Indonesia

Nasruddin Bin Idris, Universitas Mulia, Indonesia

Pramudya Prima Insan, Universitas Mulia, Indonesia

283-299
- FULL TEXT (PDF)
Abstract Views: 67 Times | PDF Download: 58 Times | Published: 2026-10-21
DOI : https://doi.org/10.58602/itsecs.v4i4.398
Klasterisasi Kabupaten/Kota di Provinsi Jawa Barat Berdasarkan Profil Indikator Kesehatan dan Sosial-Demografi Menggunakan Machine Learning

Belinda Eka Sarah Dewi, Universitas Bani Saleh, Indonesia

Marisa, Universitas Bani Saleh, Indonesia

HS. Sulistyowati, Universitas Bani Saleh, Indonesia

Nasywa Yumna Huwaida, Universitas Bani Saleh, Indonesia

300-317
- FULL TEXT (PDF)
Abstract Views: 50 Times | PDF Download: 42 Times | Published: 2026-10-21
DOI : https://doi.org/10.58602/itsecs.v4i4.416
Perancangan Sistem Informasi Manajemen GrowUp Gym Berbasis Web Menggunakan Metode Protoype

Heri Kuswara, Universitas Bina Sarana Informatika, Indonesia

Kudiantoro Widianto, Universitas Bina Sarana Informatika, Indonesia

Eri Riana, Universitas Bina Sarana Informatika, Indonesia

Ria Yuliasari, Universitas Bina Sarana Informatika, Indonesia

Muhammad Badrul, Universitas Bina Sarana Informatika, Indonesia

318-335
- FULL TEXT (PDF)
Abstract Views: 46 Times | PDF Download: 33 Times | Published: 2026-10-21
DOI : https://doi.org/10.58602/itsecs.v4i4.434
Rancang Bangun Prototipe Edukasi Low-Bandwidth Menggunakan User-Centered Design di Pedesaan Lampung

Dita Novita Sari, Institut Bakti Nusantara, Indonesia

Ricco Herdiyan Saputra, Institut Bakti Nusantara, Indonesia

336-347
- FULL TEXT (PDF)
Abstract Views: 20 Times | PDF Download: 5 Times | Published: 2026-10-21
DOI : https://doi.org/10.58602/itsecs.v4i4.439