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All Journal Jurnal Sains Dan Teknologi (SAINTEKBU) Decode: Jurnal Pendidikan Teknologi Informasi
Lubis, Amalina Shadrina
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Computer Science & IT Control & Systems Engineering Education Languange, Linguistic, Communication & Media Library & Information Science Other

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Web-Based Document Archiving Information System In Commission C DPRD Of North Sumatra Province Syamia, Nanda; Lubis, Amalina Shadrina; Nur Hera Zabni; Rifqi, Mhd Ikhsan
SAINTEKBU Vol. 16 No. 01 (2024): Vol. 16 No. 01 January 2024
Publisher : KH. A. Wahab Hasbullah University

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Abstract

Commission C DPRD of North Sumatra Province is a commission that operates in the financial sector. In Commission C DPRD, the relationship between the budget and documents is closely related because documents are often used as a tool to record, track and present financial information. These documents assist Commission C in monitoring, evaluating and making decisions related to regional financial management. The document is an important reference to ensure transparency, accountability and efficiency of budget management in accordance with policies and community needs. The existence of documents is usually important because they record or record information that can be accessed and used as a reference in the future. Document management within Commission C DPRD of North Sumatra province still faces several obstacles, including manual processes that are vulnerable to human error, the time required to search for documents, and the risk of document loss or damage. Seeing this problem, a new system is needed that utilizes technology in the current era to deal with several obstacles related to document management. The aim is to design and implement a web-based document archiving information system at Commission C DPRD of North Sumatra province to increase efficiency, security and readability of information in document management. The research methods used in this study are Research and Development. Research and Development Research and development (R&D). This system was built by modeling several UML diagrams such as use case diagrams, activity diagrams, and class diagrams. It is hoped that Commission C DPRD of North Sumatra province can optimize document management performance and make a positive contribution to improving service quality and transparency within this institution.
Web-Based Document Archiving Information System In Commission C DPRD Of North Sumatra Province Syamia, Nanda; Lubis, Amalina Shadrina; Nur Hera Zabni; Rifqi, Mhd Ikhsan
SAINTEKBU Vol. 16 No. 01 (2024): Vol. 16 No. 01 January 2024
Publisher : KH. A. Wahab Hasbullah University

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Commission C DPRD of North Sumatra Province is a commission that operates in the financial sector. In Commission C DPRD, the relationship between the budget and documents is closely related because documents are often used as a tool to record, track and present financial information. These documents assist Commission C in monitoring, evaluating and making decisions related to regional financial management. The document is an important reference to ensure transparency, accountability and efficiency of budget management in accordance with policies and community needs. The existence of documents is usually important because they record or record information that can be accessed and used as a reference in the future. Document management within Commission C DPRD of North Sumatra province still faces several obstacles, including manual processes that are vulnerable to human error, the time required to search for documents, and the risk of document loss or damage. Seeing this problem, a new system is needed that utilizes technology in the current era to deal with several obstacles related to document management. The aim is to design and implement a web-based document archiving information system at Commission C DPRD of North Sumatra province to increase efficiency, security and readability of information in document management. The research methods used in this study are Research and Development. Research and Development Research and development (R&D). This system was built by modeling several UML diagrams such as use case diagrams, activity diagrams, and class diagrams. It is hoped that Commission C DPRD of North Sumatra province can optimize document management performance and make a positive contribution to improving service quality and transparency within this institution.
Analisis Sentimen Mahasiswa Terhadap Penggunaan E-Learning dengan Algoritma Support Vector Machine (SVM) Lubis, Amalina Shadrina; Putri, Raissa Amanda
Decode: Jurnal Pendidikan Teknologi Informasi Vol. 5 No. 2: JULI 2025
Publisher : Program Studi Pendidikan Teknologi Infromasi UMK

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51454/decode.v5i2.1247

Abstract

Evaluasi sistem e-learning di perguruan tinggi menjadi aspek penting dalam memastikan efektivitas pembelajaran digital, terutama ketika teknologi informasi semakin terintegrasi dalam dunia pendidikan. Penelitian ini bertujuan menganalisis sentimen mahasiswa Universitas Islam Negeri Sumatera Utara (UINSU) terhadap penggunaan e-learning dengan memanfaatkan analisis sentimen berbasis algoritma Support Vector Machine (SVM). Data diperoleh dari 440 komentar mahasiswa melalui kuesioner daring, kemudian setelah pra-pemrosesan diperoleh 400 komentar layak analisis. Data diproses melalui tahapan case folding, cleaning, tokenizing, stopword removal, dan stemming, sebelum direpresentasikan dengan metode Term Frequency-Inverse Document Frequency (TF-IDF) dan diklasifikasikan menggunakan SVM. Hasil penelitian menunjukkan bahwa model SVM mampu mencapai akurasi sebesar 82,5%, dengan distribusi sentimen didominasi kategori netral yang berisi deskripsi informatif, sedangkan sentimen positif menyoroti kemudahan akses dan manfaat praktis, dan sentimen negatif banyak menekankan permasalahan teknis seperti server, error, dan keterbatasan aksesibilitas. Temuan ini mengindikasikan bahwa SVM efektif mengidentifikasi pola persepsi mahasiswa, serta memberikan gambaran objektif mengenai kekuatan dan kelemahan e-learning. Oleh karena itu, penelitian ini dapat dijadikan landasan pengembangan strategi evaluasi dan perbaikan sistem e-learning di perguruan tinggi.
Co-Authors Mhd Ikhsan Rifki Nur Hera Zabni Raissa Amanda Putri Syamia, Nanda