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All Journal Khazanah: Jurnal Pengembangan Kearsipan
Danish Faiq Ibad Yuadi
Sekolah Menengah Atas Negeri 2 Jombang
Arts Humanities Languange, Linguistic, Communication & Media Library & Information Science Social Sciences

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Identifikasi Arsip Digital dengan Pendekatan Machine Learning Danish Faiq Ibad Yuadi
Khazanah: Jurnal Pengembangan Kearsipan Vol 16, No 1 (2023): Mei 2023
Publisher : Arsip Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/khazanah.75359

Abstract

The development of archive digitization technology, especially cameras, is an advantage for archive users. On the other hand, the ease of falsifying by digitizing records for a particular purpose is a problem for archivists in authenticating digital records. The purpose of this study is to identify digital sources, especially cameras as one of the tools applied in the archive digitization process. The research methodology combines clustering and classification in machine learning to determine 6 brands of cellphone cameras. The total data used in this experiment is 2400 archived digital images. The experimental results show that the identification rate of classification accuracy is 99%. This shows that this study is very effective in determining the authentication of digital archives, especially determining the source of the camera.
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