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primary topic: (JATI - S4) - Afandi, Yuniarti, Ilham, Fathurrohman, Hasan, Hanif [2026-03-21]

(JATI - S4) - Afandi, Yuniarti, Ilham, Fathurrohman, Hasan, Hanif [2026-03-21]
type: AcademicArticle
type: Article
abstract: Pengelolaan sertifikat pelatihan merupakan bagian penting dalam pengembangan kompetensi sumber daya manusia, khususnya di lingkungan instansi pemerintah. Namun, sertifikat pelatihan umumnya disimpan dalam format dokumen tidak terstruktur dengan variasi tata letak dan penulisan yang tinggi, sehingga menyulitkan proses konsolidasi dan analisis data secara sistematis. Penelitian ini bertujuan untuk mengembangkan metode ekstraksi informasi dan penyeragaman data sertifikat pelatihan menggunakan pendekatan computer vision pada dokumen heterogen. Metode yang diusulkan berupa pipeline pemrosesan dokumen end-to-end yang mengintegrasikan identifikasi jenis dokumen, strategi ekstraksi teks adaptif, Optical Character Recognition, serta ekstraksi informasi berbasis template dan aturan, dilengkapi dengan mekanisme penilaian tingkat kepercayaan. Metode ini diuji pada 4.785 dokumen sertifikat pelatihan dari berbagai instansi pemerintah dengan 15 variasi format template. Hasil penelitian menunjukkan bahwa sekitar 87% dokumen berhasil diproses secara otomatis dengan tingkat kegagalan OCR yang rendah pada dokumen hasil pemindaian, serta menghasilkan data sertifikat yang terstruktur dan seragam. Temuan ini membuktikan bahwa pendekatan yang diusulkan efektif dalam mendukung pengelolaan data pelatihan dan pengambilan keputusan pengembangan kompetensi sumber daya manusia di sektor publik.
date: 2026-03-21
volume: 10
issue: 2
is part of: JATI: Jurnal Mahasiswa Teknik Informatika
status: peerReviewed
status: published
author list: authors
type: EPrint
type: ArticleEPrint
is part of: repository
has document: (JATI - S4) - Afandi, Yuniarti, Ilham, Fathurrohman, Hasan, Hanif [2026-03-21] (Text)
subject: T Technology (General)

(JATI - S4) - Afandi, Yuniarti, Ilham, Fathurrohman, Hasan, Hanif [2026-03-21] (Text)
type: Document
has file: [2026-03-21] - Afandi, Yuniarti, Ilham, Fathurrohman, Hasan, Hanif (JATI - S4).pdf
has part: [2026-03-21] - Afandi, Yuniarti, Ilham, Fathurrohman, Hasan, Hanif (JATI - S4).pdf

(JATI - S4) - Afandi, Yuniarti, Ilham, Fathurrohman, Hasan, Hanif [2026-03-21] (Text)
type: Document
has file: 1. Cover.pdf
has part: 1. Cover.pdf

(JATI - S4) - Afandi, Yuniarti, Ilham, Fathurrohman, Hasan, Hanif [2026-03-21] (Text)
type: Document
has file: 2. Editorial Board.pdf
has part: 2. Editorial Board.pdf

(JATI - S4) - Afandi, Yuniarti, Ilham, Fathurrohman, Hasan, Hanif [2026-03-21] (Text)
type: Document
has file: 3. Daftar Isi.pdf
has part: 3. Daftar Isi.pdf

(JATI - S4) - Afandi, Yuniarti, Ilham, Fathurrohman, Hasan, Hanif [2026-03-21] (Text)
type: Document
has file: 4. Artikel.pdf
has part: 4. Artikel.pdf

(JATI - S4) - Afandi, Yuniarti, Ilham, Fathurrohman, Hasan, Hanif [2026-03-21] (Text)
type: Document
has file: 5. Turnitin - Similiarity Report (4%).pdf
has part: 5. Turnitin - Similiarity Report (4%).pdf

(JATI - S4) - Afandi, Yuniarti, Ilham, Fathurrohman, Hasan, Hanif [2026-03-21] (Text)
type: Document
has file: Korespondensi.1 - Editor Decision for Revisions.pdf
has part: Korespondensi.1 - Editor Decision for Revisions.pdf

(JATI - S4) - Afandi, Yuniarti, Ilham, Fathurrohman, Hasan, Hanif [2026-03-21] (Text)
type: Document
has file: Korespondensi.2 - Editor Decision for Accept Submission.pdf
has part: Korespondensi.2 - Editor Decision for Accept Submission.pdf

(JATI - S4) - Afandi, Yuniarti, Ilham, Fathurrohman, Hasan, Hanif [2026-03-21] (Text)
type: Document
has file: Korespondensi.3 - Editor Decision for Sending it to Production.pdf
has part: Korespondensi.3 - Editor Decision for Sending it to Production.pdf

Teknik Informatika - Institut Teknologi Nasional Malang
type: Organization

JATI: Jurnal Mahasiswa Teknik Informatika
type: Collection
issn: 2598828X

Firman Noor Hasan
type: Person
given name: Firman Noor
family name: Hasan

HTML Summary of #52132 (JATI - S4) - Afandi, Yuniarti, Ilham, Fathurrohman, Hasan, Hanif [2026-03-21]
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primary topic: (JATI - S4) - Afandi, Yuniarti, Ilham, Fathurrohman, Hasan, Hanif [2026-03-21]

T Technology (General)
type: Concept