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All Journal JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING Jurnal Teknovasi : Jurnal Teknik dan Inovasi Mesin Otomotif, Komputer, Industri dan Elektronika Jurnal Inotera JurTI (JURNAL TEKNOLOGI INFORMASI) The IJICS (International Journal of Informatics and Computer Science) Jurnal Riset Informatika Manutech : Jurnal Teknologi Manufaktur REMIK : Riset dan E-Jurnal Manajemen Informatika Komputer Science Midwifery INFOKUM Jurnal Sistem Komputer dan Informatika (JSON) Journal of Science and Education (JSE) INCODING: Journal of Informatics and Computer Science Engineering Instal : Jurnal Komputer Jurnal Ekonomi Jurnal Masyarakat Indonesia Data Sciences Indonesia (DSI) The Indonesian Journal of Computer Science Jurnal Hasil Inovasi Masyarakat (JHIM) Tsabit
Rizaldy Khair
Universitas Muhammadiyah Sumatera Utara
Aerospace Engineering Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Materials Science & Nanotechnology Mathematics Mechanical Engineering Nursing Physics Public Health Social Sciences Veterinary Other

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Implementation of Deep Learning using the Convolutional Neural Network (CNN) Method to Improve Attedance List Lestari, Wirna; Khair, Rizaldy
Tsabit Journal of Computer Science Vol. 2 No. 2 (2025): December Edition
Publisher : Ilmu Bersama Center

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56211/tsabit58

Abstract

Efficient and accurate employee attendance recording is a vital aspect of human resource management, including within the Faculty of Computer Science and Information Technology, Universitas Muhammadiyah Sumatera Utara (FIKTI UMSU). This study focuses on enhancing the efficiency of the attendance system through the application of Deep Learning techniques, particularly the Convolutional Neural Network (CNN), which serves to automatically detect and recognise faces from visual data. The web-based application developed in this research employs programming languages such as Python, HTML, PHP, CSS, and JavaScript, with MySQL as the database system, and is designed to support two user roles: administrator and end-user. The findings indicate that the implementation of the CNN method enables real-time image processing, reduces the potential for fraud in manual attendance, and improves the accuracy and efficiency of attendance recording. Based on testing, the application functions effectively, provides a user-friendly interface, and is capable of delivering reliable automated attendance documentation.
Co-Authors Abd Rachman Abubar Abrar Hadi Ade Johar Maturidi Agung Satria Wiguna Ahmad Faisal Aini, Zahratul Amren S, Hairul Arizta Putri , Rezty Asri Santosa Asrul Sani Ayub Wimatra Bahrun Ali Murtopo Br Lubis, Ika Rahmadani Budiyantara, Agus Catra Indra Catra Indra Cahyadi Cut Roza Asminanda Darmeli Nasution Dian Noviandri Dwiyanto . Ekatri Ayuningsih Eriansyah Saputra H F Fajrillah Fithriyah Patriotika Hadi Prayitno Hadiyana, Rizky Wahyu Hanny Hafiar Harahap, Nirmalahaty Harahap, Nurmahendra Hasibuan, Siska HERY DIA ANATA BATUBARA Ibrahim Iswandi Idris Iswandi Idris Iswandi idris Izhary Siregar Jaman Amadi Jhoni Hidayat Kamaliah Ainun Khairunnida Khairunnisa Almadany Lestari, Wirna Liber Tommy Hutabarat Lilis Saryani Lisnawati Lubis, Hamidah Azzahrah S Lubis, Ika Rahmadani M. Amril Siregar M. Syahputra Madany, Khairunnisa Al Mardiah, Hayatul Margolang, Julfansyah Mariestiara Putri , Salsanabila Mariestiara Putri, Salsanabila Mirnawati Mirnawati Mirwan Aziz Ritonga Muhammad Zikri Mujiburohman, Mujiburohman Mustafid Mustafid Niasty Lasmy Zaen Nila Hayati Nirmalahaty Harahap Nurliadi Nurliadi Pangaribuan, Hose Ronaldo Panjaitan Albert Panjaitan, Albert Putra, Fikri Adi R Rizal Isnanto Raden Mohamad Herdian Bhakti Rahmah, Maulidya Ramadani Renny Lubis Rino Subekti Rosdiana RR. Aryanti Kristantini Ruri Aditya Sari S Sipur S, Mutiara Widasari S, Rossi Peter Santosa, Asri Sari, Indah Vusvita Sembiring, Rinawati Siregar, M. Amril Siregar, Muhammad Amril Siti Aisyah Sunardi Sunardi Sunardi Sunardi Sunardi Surbakti, Eka Wulandari Suyatmo Syafriwel, Syafriwel Sylvia, Tiara Ulfa Hasnita Usman Usman Vickri Febrian Wiguna, Agung Satria Wisnu Yudhistira Yeni Rachmawati Yudhistira, Wisnu Yusdartono, Muhammad Habib Zubaidah Hanum