PERANCANGAN SISTEM APLIKASI ABSENSI MENGGUNAKAN FACE RECOGNITION DAN LOKASI BERBASIS ANDROID PADA PT. TRANS CORP FOOD AND BEVERAGE
Keywords:
Covid-19 Virus, Attendance, Fingerprint, Face RecognitionAbstract
This study focuses make it easier for employees to do attendance, assist HRD in managing employee attendance data and can see in real time. This attendance system was developed using facial recognition technology (Face Recognition) and utilizing GPS (Global Positioning System) can automatically check the location of employee absences. So that employees are actually in the office, they use a radius of 20 meters from the company's location point. The methodology used in the design of the attendance system using the SLDC method with the Waterfall and facial recognition using the Eigenface. The results of this study indicate that the face tilt test for face recognition has an accuracy rate of 88.88%, a facial distance test with an object has an accuracy rate of 83.33%, a light intensity test has an accuracy rate of 75%, an accuracy rate of 91.66% for testing using additional accessories, and an attendance test performed by employees has a high accuracy rate. 100%, attendance testing within an absent radius of 20 meters from the company's location point has a 100% accuracy rate, and attendance testing outside an absent radius of 20 meters from the company's location point has a 100% accuracy rate. From the test results, it can be concluded that if the face tilt is facing upwards of 300, the use of additional accessories such as masks, the distance between the face and the object is 200 meters, and if the light intensity is dark, the face cannot be recognized.
References
Agustini, & Kurniawan, W. J. (2019). Sistem E-Learning Do’a dan Iqro’ dalam Peningkatan Proses Pembelajaran pada TK Amal Ikhlas. Jurnal Mahasiswa Aplikasi Teknologi Komputer Dan Informasi, 1(3), 154–159.
Amelia, & Suhendi, H. (2020). Aplikasi Absensi Pengenalan Wajah Berbasis Android Dengan Global Positioning System. Protektif, 1(1), 18–24.
Darmansah, D. D., Wardani, N. W., & Fathoni, M. Y. (2021). Perancangan Absensi Berbasis Face Recognition Pada Desa Sokaraja Lor Menggunakan Platform Android. JATISI (Jurnal Teknik Informatika Dan Sistem Informasi), 8(1), 91–104. https://doi.org/10.35957/jatisi.v8i1.629
Devianty, D., Ibrahim, R. N., & Wahyudi, H. (2021). Perancangan Sistem E-Arsip Menggunakan Subject Filing System Berbasis Framework Codeigniter (Studi Kasus Stmik Mardira Indonesia). Jurnal Computech & Bisnis, 15(2), 100–107.
Djonaka, M. S. H., & Permana, D. S. (2021). Rancang bangun aplikasi pendaftaran pengobatan dengan metode ruqyah berbasis android studi kasus al-hikmah 3113. JUNIF: Jurnal Nasional Informatika, 2(2), 92–113.
Effendy, F., & Nuqoba, B. (2016). Penerapan Framework Bootsrap Dalam Pembangunan Sistem Informasi Pengangkatan Dan Penjadwalan Pegawai (Studi Kasus:Rumah Sakit Bersalin Buah Delima Sidoarjo). Informatika Mulawarman : Jurnal Ilmiah Ilmu Komputer, 11(1), 9. https://doi.org/https://doi.org/10.30872/jim.v11i1.197
Efitra. (2021). Basis Data #10 Entity Relationship Diagram. In Ceritadosen.Com. Di Akses Pada 13 Mei 2022. https://www.ceritadosen.com/2021/05/basis-data-10-entity-relationship.html
Erawati, W. (2019). Perancangan Sistem Informasi Penjualan Dengan Pendekatan Metode Waterfall. Jurnal Media Informatika Budidarma, 3(1), 1–8. https://doi.org/10.30865/mib.v3i1.987
Fajri, Effendi, T. R., & Fadillah, N. (2020). Sistem Absensi Berbasis Pengenalan Wajah Secara Real Time menggunakan Metode Fisherface. InfoTekJar: Jurnal Nasional Informatika, 2, 2–6.
Fatoni, Antoni, D., & Supratman, E. (2018). Praktik Enterprise Architecture Planning (p. 209). Palembang: Pusat Penerbitan dan Percetakan Universitas Bina Darma Press. http://eprints.binadarma.ac.id/4302/1/ Buku Full EAP.pdf
Handika, I. G., & Purbasari, A. (2018). Pemanfaatan Framework Laravel Dalam Pembangunan Aplikasi E-Travel Berbasis Website. Konferensi Nasional Sistem Informasi 2018 STMIK Atma Luhur Pangkalpinang, 8–9.
Hartiwi, Y., Rasywir, E., Pratama, Y., & Jusia, P. A. (2020). Sistem Manajemen Absensi dengan Fitur Pengenalan Wajah dan GPS Menggunakan YOLO pada Platform Android. Jurnal Media Informatika Budidarma, 4(4), 1235–1242. https://doi.org/10.30865/mib.v4i4.2522
Haryanto, D., & Soni, S. (2020). Jurnal manajemen dan teknik informatika. Jurnal Manajemen Dan Teknik Informatika, 04(01), 1–10.
Heru Sulistiono. (2018). Coding Mudah dengan CodeIgniter, JQuery, Bootstrap, dan Datatable. Jakarta: Elex Media Komputindo. https://books.google.co.id/books?id=WpJuDwAAQBAJ&lpg=PP1&hl=id&pg=PP1#v=onepage&q&f=false
Himyar, M., Mulya, M. F., & Siringo Ringo, J. H. (2021). Aplikasi Absensi Karyawan Berbasis Android Dengan Penerapan QR Code Disertai Foto Diri Dan Lokasi Sebagai Validasi Studi Kasus: PT.Selindo Alpha. Jurnal SISKOM-KB (Sistem Komputer Dan Kecerdasan Buatan), 4(2), 64–74. https://doi.org/10.47970/siskom-kb.v4i2.186
Hutagalung, D. D., & Arif, F. (2018). Rancang Bangun Sistem Informasi Perpustakaan Berbasis Web Pada Smk Citra Negara Depok. Journal of Chemical Information and Modeling, 53(9), 1689–1699. https://doi.org/10.1017/CBO9781107415324.004
Indra. (2012). Sistem Pengenalan Wajah Dengan Metode Eigenface Untuk Absensi Pada PT Florindo Lestari. Seminar Nasional Teknologi Informasi & Komunikasi Terapan 2012 (Semantik 2012), 138–144.
Kampf, G., Todt, D., Pfaender, S., & Steinmann, E. (2020). Persistence of coronaviruses on inanimate surfaces and their inactivation with biocidal agents. Journal of Hospital Infection, 104(3), 246–251. https://doi.org/10.1016/j.jhin.2020.01.022
Kurniawan, T. Bayu, S. (2020). Perancangan Sistem Aplikasi Pemesanan Makanan dan Minuman Pada Cafetaria No Caffe di TAnjung Balai Karimun Menggunakan Bahasa Pemrograman PHP dan My.SQL. Jurnal TIKAR, 53(9), 1689–1699.
