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All Journal TEKMAPRO Journal of Industrial Engineering and Management Journal Industrial Servicess Sistemasi: Jurnal Sistem Informasi SemanTIK : Teknik Informasi SISFOTENIKA JIKO (Jurnal Informatika dan Komputer) Jurnal Sains dan Informatika JURNAL INSTEK (Informatika Sains dan Teknologi) Jurnal Ilmiah Media Sisfo JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) JAE (Jurnal Akuntansi dan Ekonomi) Jurnal Sistem informasi dan informatika (SIMIKA) Abdimas: Jurnal Pengabdian Masyarakat Universitas Merdeka Malang Jurnal Teknik Informatika C.I.T. Medicom Jurnal Teknik Industri Terintegrasi (JUTIN) SPEKTA (Jurnal Pengabdian Kepada Masyarakat : Teknologi dan Aplikasi) IICS Jurnal Sains Teknologi dan Sistem Informasi International Journal Of Computer, Network Security and Information System (IJCONSIST) Aptekmas : Jurnal Pengabdian Kepada Masyarakat Jurnal Terapan Ekonomi dan Bisnis (JTEB) SATIN - Sains dan Teknologi Informasi Prosiding SEMNAS INOTEK (Seminar Nasional Inovasi Teknologi) Journal of Computer Science and Information Technology Jurnal Masyarakat Mengabdi (JUMADI) SISFOTENIKA ILKOMEDIA: Jurnal Ilmu Komputer dan Multimedia
Riza Akhsani Setyo Prayoga
Universitas Negeri Surabaya
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Journal : SISFOTENIKA

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The Optimisation of Stock Management: Design of an AI-Driven Inventory System Putra, Cendra Devayana; Utami, Ardhini Warih; Dwi, I Kadek; Prayoga, Riza Akhsani Setyo; Basatha, Rizky; Muhammad Sonhaji Akbar
SISFOTENIKA Vol. 15 No. 2 (2025): SISFOTENIKA
Publisher : STMIK PONTIANAK

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30700/sisfotenika.v15i2.543

Abstract

The frozen food industry has witnessed remarkable growth in recent years, driven by increasing urbanization and the demand for convenient, ready-to-eat meals. Despite this upward trend, many businesses in the sector struggle with inefficient stock management, particularly in forecasting daily demand due to fluctuating consumer behavior and unpredictable external factors. This study proposes an end-to-end artificial intelligence-based stock forecasting system aimed at optimizing inventory management for frozen food businesses. By adopting the Design Thinking approach, this research places users—both consumers and internal stakeholders—at the center of the problem-solving process to uncover key operational pain points. The study explores recent technological advancements, including augmented reality, RFID, and blockchain, and integrates them into a practical framework tailored to small and medium enterprises (SMEs). Through qualitative analysis and system prototyping, the research identifies essential features for an intelligent stock management system and demonstrates how a user-centric approach can drive innovation and improve business performance. The findings offer valuable insights into the development of adaptive, data-driven solutions in the rapidly evolving frozen food sector.
Co-Authors Achmad Muzakki Adinda Ayu Shavira Adzanil Rachmadhi Putra Adzanil Rachmadi Putra Ahmad Wali Satria Bahari Johan Akbar, Muhammad Sonhaji Angga Lisdiyanto Angkawidjaja , Steven Anjas Ardiansyah, Muhammad Ardhini Warih Utami, Ardhini Warih Ariansyah, Fery Almas Aris Kusumawati Aris Kusumawati Asep Syahrul Mubarok Asep Syahrul Mubarok Azhar, Astari Shofaatul A’la, Fiddin Yusfida Bagaskara, Dominggo Bayu Cinthya, Monica Daffa, Muhammad Falikhuddin Dahliar Ananda Devandro Alifiano Dewi Rahmawati Dwi Ardhani, Yuniar Dwi Hariyanto, Muhammad Dwi, I Kadek Elfaiz, Ersha Aisyah Ersha Aisyah Elfaiz Fajrul Fallah Arrafi Fandisya Rahman Fauzan Nusyura Fauzan Nusyura Fitrani, Laqma Dica Hermawan, Birgita Yolanda Ichsan Khoirudin, Machfud Istiyanto, Noerma Pudji Jenny Ghifrina Laqma Dica Fitrani Larasati, Fannijara Enggar M. Ghouzul A’dhom Machfud Ichsan Khoirudin Machfud Ichsan Khoirudin Masti Fatchiyah Maharani Mastuty Ayu Ningtyas Moh, Andi Luthfi Mohammad Sholik Monica Cinthya Mubarok, Asep Syahrul Muhammad Anjas Ardiansyah Muhammad Farhan Abdillah Sholeh Muhammad Ilham Alhari Muhammad Nasrullah Muhammad Rashid Syaputra Muhammad Sonhaji Akbar Muhammad Taufikurrahaman Mustafa Kamal Mustafa Kamal Nicko Nur Rakhmaddian Nicko Nur Rakhmaddian, Nicko Nur Nugraha, Bintang Rassya Pertiwi, Kharisma Monika Dian Pratiwi Susanti Putra, Cendra Devayana Rashid Syaputra, Muhammad Raulia Riski Rizky Basatha Rizky Basatha Rizky Fenaldo Maulana Rosyid Abdilah Sekar Widyasari Putri Setiawan, Muhammad Iqbal Hafish Shanaya Lubna Dio Suseno, Tarangga Atha Putra Tanzilal Mustaqim Titus Kristanto Tracy Olivia Vagnes Angela Wachda Yuniar Rochmah Wahyuddin S Yayu Melani Safitri Karoho Yohanes Setiawan Yohanes Setiawan