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Journal : SIGMA: Information Technology Journal

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IMPLEMENTASI SISTEM ABSENSI FACE RECOGNITION BERBASIS WEB PADA BAGIAN KESEJAHTERAAN RAKYAT KABUPATEN BEKASI suprapto; Isarianto; Alhadi Saputra; Handala Simetris Harahap; Ahmad Fauzi
Jurnal SIGMA Vol 15 No 1 (2024): Juni 2024
Publisher : Teknik Informatika, Universitas Pelita Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37366/sigma.v15i1.5067

Abstract

At this time, Bagian Kesejahteraan Rakyat Kabupaten Bekasi still uses finger print attendance, the attendance process using finger print is often problematic on machines that do not detect fingers, so the attendance process is done manually by writing on the attendance form. Plus, to carry out the attendance process, employees have to queue, so it is quite a waste of time. During the Covid-19 pandemic, finger print attendance is still dangerous because of physical contact when going to the attendance process. The attendance process needs to be improved again so that its use is more flexible, safe and efficient. By utilizing face recognition technology, face recognition-based attendance is attendance that is carried out using the detection of parts of the human face. Then in the design of the face recognition-based attendance system, the researcher uses a system modeling with Undefined Modeling Language (UML) and developed with the prototype method. This research shows that with the construction of this web-based facial recognition face attendance system, Bagian Kesejahteraan Rakyat Kabupaten Bekasi can be easier and safer from the Covid-19 outbreak in carrying out attendance in every condition, then in the recapitulation of the list of employees who attend Bagian Kesejahteraan Rakyat Kabupaten Bekasi it is easier because it is already stored in the database.
Rekomendasi Penerapan Algoritma Classification Dalam Prioritas Penanganan Collection Pada Perusahaan Multi Finance: Studi Kasus PT XYZ Simetris Harahap, Handala; Suprapto; Suryanti, Rensi; Sardi, Sopian Andika
Jurnal SIGMA Vol 16 No 1 (2025): Juni 2025
Publisher : Teknik Informatika, Universitas Pelita Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37366/sigma.v16i1.6251

Abstract

Penelitian ini bertujuan untuk meningkatkan produktivitas akun back-to-current pada PT XYZ, sebuah perusahaan multi-finance yang menghadapi peningkatan persentase keterlambatan pembayaran angsuran (overdue) setiap tahunnya, dengan menerapkan algoritma klasifikasi dalam prioritas penanganan koleksi. Metodologi yang digunakan meliputi analisis data historis pembayaran dan evaluasi beberapa algoritma klasifikasi seperti Decision Tree, Neural Network untuk memprediksi risiko keterlambatan pembayaran. Temuan utama menunjukkan bahwa penerapan algoritma klasifikasi, dapat meningkatkan akurasi prediksi risiko dan produktivitas penanganan koleksi hingga 30%, serta mengurangi waktu proses handling akun kembali lancar. Implikasi praktis dari penelitian ini adalah optimalisasi alokasi sumber daya tim koleksi dan penyesuaian kebijakan penagihan yang lebih efektif berdasarkan skor risiko. Penelitian ini memberikan nilai orisinal dengan menyesuaikan model klasifikasi pada konteks industri multi-finance Indonesia dan memperkenalkan metrik produktivitas back-to- current sebagai indikator keberhasilan penanganan koleksi.
Co-Authors Abdul Malik Abror, M. Riza Wahyu Alhadi Achmad Faisal, Achmad Achmad Faishal Adam, Hikmah Adwin ADI PURWANTO, SONY Aditya Rachmadi, Aditya Affan Ahmad Afif Hendri Putranto Agung Dwi Bahtiar El Rizaq Ahmad Fauzi Ahmad Hasan Afandi, Ahmad Hasan Ahmad Turmudi Zy Ahyar AIDIN, LUTHFI Aji, Luthfi Priyanto AKBAR MAULANA Al-Aziz Erya Putra, Sultan Alhadi Saputra Ali Maksum Ali, Anees Janee Ali, Tanziil Aziizil Andi Reza Perdanakusuma, Andi Reza Andi Reza` Perdanakusuma Andik Adi Suryanto andriani, Selvi Angilia Herli Lutfiyani Arda, Darmi Ardi Ardi Nugroho Yulianto Ariesta, Rizky Chandra Arifin, Moh. Zainul Arijanto, Agus Ariningrum, Desrina Arkam, Rohmad Asfan Muqtadir Aulanni’am Avida Rizka Amalia Ayuningtyas, Sindy Tri Azmen Kahar Bagus Aditya, Reza BAGUS RAMADHAN, ABHI Bambang Puji Mulyo Darsini Dian Wijaya Diani Putri Kusumaningrum DWINANDA RAMADHAN, YOGI Esti Junining Exacta, Arena Bintang Fahri Fadli Muhammad FAUZI ANDRIANSYAH, MUHAMMAD FIKRIYA, DLIYAUL Fitroh Amaluddin Hana Shofiyah Handala Simetris Harahap Hanifah Suci Ariani Hariri, Lalu Masrik HARIYATI Herawati Hikmah Muhaimin Hikmah Muhaimin Hutomo, Wahyu Rinto I Ketut Suada Iman Patu Rohman Irfan Syarief Arief Irfandi Irfandi Irmayunita Isarianto Ismanto Ismiarta Aknuranda Iwan Ristanto Karyatun, Subur Khairil Tamimi KUSWOYO, ERIK Laksono, Agus Edy Lawra, Rifqi Devi Leptohoeve Tobias Tunjan Lestari, Mathilda Sri Lidiawati Lukmiyati, Sri Lulu Nur Hidayah, Nindy M. Faizal Mahardika Mahardika, Dekha Isvan Mahatva Yoga Adi Pradana Mahka, Muh Fachrur Razy Marissa Menga, Maria Kurni Merry Rimadini Mochamad Soelton Moh Nawawi Mohammad Nurul Misbah Mudzanatun Muhamad Fatchan Muklis Mulat, Trimaya Cahya Mustopa, Deni Nadiah Nadiya Amaliya Nasihul Amin Nasution, Ali Napiah Noviani, faizah Nur Hidayat, Wahyu Nurul Fathia NURUL HIDAYAH Nurunnisa Perdana, Varyzto Arya Phassha, Syakhdan Khemal Prakoso, Adityo Dwi Pratama, Danny Linggar PUDJIJUNIARTO PUSPA DEWI, AMANDA Putra, Sultan Maulana Ragil Putra, Tomy Kartika Rachman Shidarta Arisandi Renaldy Bagag M Renanda Galuh Vitaloka Revaldo Dwi Riadi Ristivani Aisha Fitri, Aurellia Ro'is, Syamsuddin Roifany, Rizky Amalia Rubiyo Rudi Salman S. Guntoro Safitri Damayanti, Anis Saprudin Sardi, Sopian Andika Sarmini Satrio Hadi Wijoyo Setyawan, Romi Fajar Simetris Harahap, Handala Siti Sajaroh, Wiwi SLAMET SETIAWAN Sonny Indrajaya Soraiya Sri Rejeki Wahyu Pribadi Sri Waluyo Subari, Andi Akbar Suci Ulamatullah, Tri Sugiarto, Jumat Azzam Sulthani, Dinil Abrar Suprapto Suprapto Supriadi Suprobo Rini Suryanti, Rensi Tantin Teguh Putranto Totok Yulianto Tri Wahyuni, Agus Tubagus Ahmad Suhendar Wardani, Yaniah Warlinda Eka Triastuti Widad, Sofwul Yahya, Annisa Lutfia Yahyasamdie, M. Adlant Nazhari Yanto Ramli Yudha Utama, Jeny Yudi Herliansyah Yuliasari, Iqma ZAINI, MOCH. Zulfikar, Muh. Reza Zumhari