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Muhammad Syaifullah, Muhammad
Institut Agama Islam Ma’arif NU (IAIM NU) Metro
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Journal : Biner : Jurnal Ilmu Komputer, Teknik dan Multimedia

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Rancangan Sistem Absensi Berbasis Website Dengan NodeMCU ESP32 Dan Algoritma KNN (K-Nearest Neighbors) Candra Permana, Aditya; Putra Ediansyah, Farrel; Syaifullah, Muhammad; Pramono
BINER : Jurnal Ilmu Komputer, Teknik dan Multimedia Vol. 2 No. 1 (2024): BINER : Jurnal Ilmu Komputer, Teknik dan Multimedia
Publisher : CV. Shofanah Media Berkah

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Abstract

In the era of continuously developing information technology, website-based attendance systems have become an efficient and effective solution for managing employee attendance in various industries. This research proposes the development of a website-based attendance system using NodeMCU ESP32 and the K-Nearest Neighbors (KNN) algorithm to identify employee attendance patterns. The NodeMCU ESP32 acts as hardware that connects to the RFID sensor, sends data to the server via the Wi-Fi network, and communicates wirelessly with the web server via the HTTP protocol. The KNN algorithm will be implemented on the server side to process attendance data and classify attendance patterns based on existing history. This research aims to increase the efficiency and accuracy of the attendance system in managing employee attendance, with the hope of reducing the administration time required and increasing company productivity. It is hoped that the results of this research can become the basis for the development of a more sophisticated and adaptive attendance management system, utilizing the latest technology in the context of human resource management. Thus, the use of NodeMCU ESP32 and the KNN algorithm as part of a website-based attendance system opens up opportunities for more effective and efficient solutions in attendance management in the modern business environment.
Co-Authors Abdul Wahab Abushihab, Eiman F. Ade Parlaungan Nasution, Ade Parlaungan Adelia Rahmawati Agriani, Dian Agus Mushodiq, Muhamad Ahmad Muslimin, Ahmad Ahmad Subhan Roza, Ahmad Subhan Aisah Siregar, Siti Rodina Albina, Meyniar Ali, Beni Fauzul Amalia, Dian Risky Anjarwati Ardiansyah Ardiansyah, Andre Rachmat Arman Aulia, Zaitun Azizah , Sabila Nurul Basyir, Ahmad Azizi Candra Permana, Aditya Dahlia Dhika Amalia Kurniawan Diansyah, Erba Putra Dita, Rahma Erwanto, Nanang Fachrurazi Fidani, Riki Firdaus Achmad Frice L. Desei, Frice L. Ghani Ilmannafian, Adzani Hayatul Maemunah Honi, Muhammad Abdul Huda, An-nafsi Ma’rifatul Humairo, Hanny Nabila ikhsan, Amirul Indriani , Luluk Juwairiyah Juwairiyah Khofidh, Dzuwan Abdu Lubis, Ramadan M. Khairul Anwari Malindra, Malindra Mastariyanto Perdana Maulida Sari, Noor Mawaddah Mawaddah, Mawaddah Mubarok, Akhmad Furqon Mubarokah, Siti Muhamad Agus Mushodiq, Muhamad Agus Muhtadin Muhtadin Mulyana, Willy Munawar, Endang Nahdla, Naila Cahya Nailul Izzah Nasution, Abdul Fattah Nasution, Sahkolid Novita Novita Nur, Kholida Nurkholis Nurkholis Nurlatifah , Wulan Suci Nurul Murtadho Oktafia, Anita Permana, Muhamad Ifan Pramono Pratiwi, Bety Dwi Priyadi, Catur Priyadi, Catur Putra Ediansyah, Farrel Putri Pratiwi Putri, Wakhidati Nurrohmah Ramadhani, Dede Ahmad Rambe, Riris Nurkholidah Raweroz, Vetho Ritonga, Nadya Zain Riyadh, Muhammad Rizky, Ridho Rofi’ah, Wasilatur Rohidayat, Dwi Roji, Fatkhur Ronal Watrianthos Sa'diyah, Chalawah Ummy Safa'a, Muhammad Yusuf Darasyiddin A Safe'i , Khoirul Dwi Sanjaya, Aldy Sari, Adinda Juwita Sari, Dewi Mekar Setiawan, Danang Aji Shohibah, Anis Sianipar, Mila Rosdiana Siregar, Humayrani Siti Nur Jannah Siti Roudhotul Jannah, Siti Roudhotul Sofyan Sofyan Sriyani Sriyani, Sriyani Suwardi, S Syafruddin A.R. Lelosutan Syamsiah , Siti Nurul Syuhadak, Syuhadak Ubay Harun Ubay, Ubay Unsi, Baiq Tuhfatul Usman, Sandi Adji Uswatun Hasanah v, Muhammad Farid Wahyuni, Rizki Wiwik Handayani Yuliyanti Kadir Yunita Permata Sari, Eri Yusup, Muhammad Firdaus Bin Yuwarti, Harti Yuwarti, Harti Zaenal Arifin Zulfahmi Akbar, Muhammad