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Current Issue
Cover JICS Volume 5 Nomor 1 May 2026

Vol. 5 No. 1 (2026): May

Journal Innovations Computer Science Volume 5 Issue 1 published in May 2026 features research studies exploring web-based information systems, mobile application development, machine learning, and digital transformation across education, government, and small business sectors in Indonesia. Information system development highlights include a web-based e-catalog designed to enhance promotion and branding for UMKM Air Ikan Otista in East Jakarta, a correspondence information system at Santa Maria Homba Karipit Catholic High School, a web-based personnel management information system for the BKPSDM Office of Central Sumba Regency, and a village fund management transparency system in Kahale. Machine learning research presents a comparative study evaluating Random Forest, SVM, LSTM, XGBoost, and LightGBM algorithms for weather prediction in Indonesia's tropical regions. Mobile application innovations include a dentist practice location search app in the Medan Marelan area utilizing Location Based Services and the Euclidean Distance method. Educational technology advances through a 2D mobile game-based interactive learning application on the history of Indonesian Proclamation, developed using the Game Development Life Cycle methodology. Research also covers a web-based academic information system and its role in enhancing parental involvement in student learning. These studies collectively reflect ongoing efforts to leverage digital technology in improving public services, administrative transparency, educational engagement, and local economic empowerment throughout Indonesia.

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Table of Contents

Article

Perancangan E-Katalog Berbasis Web untuk Meningkatkan Promosi dan Branding Usaha UMKM Air Ikan Otista Jakarta Timur

Adnan Wahab, Fadlurohman Zaki Rifa’i , Frencis Matheos Serimole, Mesra Betty Yel (Author)
View Affiliations
  • Adnan Wahab: Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika, Indonesia.
  • Fadlurohman Zaki Rifa’i : Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika, Indonesia.
  • Frencis Matheos Serimole: Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika, Indonesia.
  • Mesra Betty Yel: Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika, Indonesia.
Pages: 1-18, Views: 15, Downloads: 2, DOI: 10.56347/jics.v5i1.396

Development of a Correspondence Information System at Santa Maria Homba Karipit Catholic High School

Martha Ina Buku, Ardiyanto Dapadeda, Diana Reby Sabawali (Author)
View Affiliations
  • Martha Ina Buku: Universitas Stella Maris Sumba, Indonesia.
  • Ardiyanto Dapadeda: Universitas Stella Maris Sumba, Indonesia.
  • Diana Reby Sabawali: Universitas Stella Maris Sumba, Indonesia.
Pages: 19-29, Views: 6, Downloads: 2, DOI: 10.56347/jics.v5i1.399

Pengembangan Pembelajaran Interaktif Sejarah Proklamasi Berbasis Game Mobile 2D Menggunakan Metode Game Development Life Cycle

Habil Jabbal Firdausyi, Ade Irma Purnamasari, Irfan Ali, Indra Wiguna Marthanu, Fathurrohman Fathurrohman (Author)
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  • Habil Jabbal Firdausyi: STMIK IKMI Cirebon, Indonesia.
  • Ade Irma Purnamasari: STMIK IKMI Cirebon, Indonesia.
  • Irfan Ali: STMIK IKMI Cirebon, Indonesia.
  • Indra Wiguna Marthanu: STMIK IKMI Cirebon, Indonesia.
  • Fathurrohman Fathurrohman: STMIK IKMI Cirebon, Indonesia.
Pages: 30-37, Views: 9, Downloads: 4, DOI: 10.56347/jics.v5i1.413

Sistem Informasi Manajemen Kepegawaian Berbasis Web pada Kantor BKPSDM Kabupaten Sumba Tengah

Marlince Mesa, Ardiyanto Dapadeda, Dian Fransiska Ledi (Author)
View Affiliations
  • Marlince Mesa: Universitas Stella Maris Sumba, Indonesia.
  • Ardiyanto Dapadeda: Universitas Stella Maris Sumba, Indonesia.
  • Dian Fransiska Ledi: Universitas Stella Maris Sumba, Indonesia.
Pages: 38-48, Views: 11, Downloads: 2, DOI: 10.56347/jics.v5i1.400

Perbandingan Kinerja Algoritma Machine Learning untuk Prediksi Cuaca di Wilayah Tropis Indonesia: Studi Komparatif Random Forest, SVM, LSTM, XGBoost, dan LightGBM

Nofirman Nofirman, Munawir Munawir, Fegie Yoanti Wattimena (Author)
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  • Nofirman Nofirman: Universitas Prof Dr Hazairin SH, Indonesia.
  • Munawir Munawir: Universitas Bali Internasional Muhammadiyah Bali, Indonesia.
  • Fegie Yoanti Wattimena: Universitas Ottow Geissler, Indonesia.
Pages: 49-68, Views: 8, Downloads: 4, DOI: 10.56347/jics.v5i1.420

Pengembangan Sistem Informasi Untuk Meningkatkan Transparansi Pengelolaan Dana Desa di Kahale Berbasis Web

Nopiana Bili, Ardiyanto Dapadeda, Sihang Gregorius Bali Mema (Author)
View Affiliations
  • Nopiana Bili: Universitas Stella Maris Sumba, Indonesia.
  • Ardiyanto Dapadeda: Universitas Stella Maris Sumba, Indonesia.
  • Sihang Gregorius Bali Mema: Universitas Stella Maris Sumba, Indonesia.
Pages: 69-78, Views: 6, Downloads: 2, DOI: 10.56347/jics.v5i1.407

Aplikasi Mobile Pencarian Lokasi Praktik Dokter Gigi di Wilayah Medan Marelan Menggunakan Location Based Service (LBS) dan Metode Euclidean Distance

Muhammad Rizky Alfama, Efani Desi (Author)
View Affiliations
  • Muhammad Rizky Alfama: Universitas Potensi Utama, Indonesia.
  • Efani Desi: Universitas Potensi Utama, Indonesia.
Pages: 79-86, Views: 13, Downloads: 7, DOI: 10.56347/jics.v5i1.423
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