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All Journal Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI) Journal of Telematics and Informatics Jurnal sistem informasi, Teknologi informasi dan komputer Jurnal Edukasi dan Penelitian Informatika (JEPIN) Infotech Journal Informatika Mulawarman: Jurnal Ilmiah Ilmu Komputer Sinkron : Jurnal dan Penelitian Teknik Informatika Jurnal Komputer Terapan JITK (Jurnal Ilmu Pengetahuan dan Komputer) JOURNAL OF APPLIED INFORMATICS AND COMPUTING Justek : Jurnal Sains Dan Teknologi Jurnal Sisfokom (Sistem Informasi dan Komputer) JURNAL TEKNOLOGI DAN OPEN SOURCE Jurnal Manajemen Informasi Kesehatan Indonesia (JMIKI) Building of Informatics, Technology and Science GUYUB: Journal of Community Engagement Jurnal Teknologi Informasi Cyberku COREAI: Jurnal Kecerdasan Buatan, Komputasi dan Teknologi Informasi Nusantara Journal of Computers and its Applications JAR'S (Journal of Advanced Research in Informatics) Babakti : Journal of Community Engangement Transaction on Informatics and Data Science JuTISI (Jurnal Teknik Informatika dan Sistem Informasi)
Fathorazi Nur Fajri
Universitas Nurul Jadid
Religion Agriculture, Biological Sciences & Forestry Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Library & Information Science Mathematics Mechanical Engineering Public Health Social Sciences Transportation Other

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Journal : Transaction on Informatics and Data Science

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Validation of New Student Registration Documents at Nurul Jadid University Using Convolutional Neural Network Fajri, Fathorazi Nur; Pratamasunu, Gulpi Qorik Oktagalu; Malik, Kamil
Transactions on Informatics and Data Science Vol. 1 No. 2 (2024)
Publisher : Department of Informatics, Faculty of Da'wah, UIN Saizu Purwokerto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24090/tids.v1i2.12281

Abstract

Every year, Nurul Jadid University admits new students by registering them using the website. Each prospective new student can fill in data independently and upload documents such as Deeds, Family Register, Identity Cards, Diplomas, and SKHU. Often, prospective new students need clarification in uploading documents; for example, the place for uploading ID cards is filled with uploading diplomas and vice versa. It causes the uploaded data not to match the place or group. Today, no document validation technique can match these types of documents. Therefore, a way is needed to overcome this problem. One way to recognize the document type is by its visual form or image. There are several methods for identifying an image, namely deep learning and neural network models. Where the convolutional neural network is known to be fast in processing data in images, this research aims to validate documents on new student registration data with a deep learning method, namely convolutional neural network (CNN). The experimental results show that the proposed method can classify the Nurul Jadid University new student registration documents with an accuracy rate of 0.91, such as the birth certificate at 0.97, diploma documents at 0.88, Family card documents at 0.88, identity cards at 0.84, exam result certificate with an accuracy 0.94.
Co-Authors Abd Rahman Abdur Rohman Sholeh Abu Tholib Afiqur Rahman Agung Maulana Agung Wahyu Firdaus Ahmad Khairi Ahmad Khairi Arie Wahyudi Arifah, Indah Inayatul Azizi, Moh. Rusli Dewi Sholehatin Diyah Ayu Aprilingga Fadli Hidayat, M. Noer Fajrullah Fajrullah Furqon, Ainul Gulpi Qorik Oktagalu Pratamasunu Habibah Habibah Hadiyanto, Ridwan Halimatus Sa'diya Halimi, Ahmad Hasan, Muhammad Fadil Hasbul Bahar Ibadi, Suhdil Indri Ratna Sugianti Jasri, Moh. Kamil Malik Khairi, Ahmad Khoirun Nisa' Malik, Kamil Matbulul Khairi Maulana, Agung Maulidiansyah Maulidiansyah Miftahul Huda Milzamah Elvi Laily Moh. Budi Utomo Setiawan Moh. Dzikrillah Mohammad Dzikrillah Muafi Muhammad Roziqin Musfiroh Musfiroh Nadiyatus Sholihah Nurul Hidayattun Nasyihin Priambodo, Wahyu Galih Puji Kurnia Sari Purwanto Purwanto Purwanto, Zendi Ari Ricardus Anggi Pramunendar Rizal, Fathur Shodiq, Wali Jafar Siti Aisyah Suci Rahayu Agustini Suhdil Ibadi Syaiful . Syaiful Syaiful Uky Oktavia Risti Permatasari Uswatun Hasanah Wahab Sya’roni Wali Ja’far Shudiq Warda, Faridatul Wiwin Yuliana Yaqin, Moh. Ainol Yuliana, Wiwin Zainal Arifin Zainal Arifin