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All Journal Journal of Computer Networks, Architecture and High Performance Computing Jurnal Akuntansi, Manajemen dan Ilmu Ekonomi (JASMIEN) Journal Of Informatics And Busisnes
Prananda, Dimas Raka
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Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education

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Analisis Kerentanan Keamanan Data Pada BAPELITBANG SUMUT: Upaya Penguatan Perlindungan Informasi Prananda, Dimas Raka; Nasution, Yusuf Ramadhan; Prayoga, Dio
Journal Of Informatics And Busisnes Vol. 1 No. 3 (2023): Oktober - Desember
Publisher : CV. ITTC INDONESIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47233/jibs.v1i3.381

Abstract

The utilization of information technology inside the Research and Development Agency of North Sumatra (BAPELITBANG SUMUT) has a significant impact on data security. The objective of this study is to evaluate the issue of data security at the Research and Development Agency of North Sumatra (BAPELITBANG SUMUT) and propose solutions to enhance data security. Infrastructure technology, security policies, access management, and user awareness are components of vulnerability identification. Dalam rangka memperoleh pemahaman yang komprehensif mengenai tingkat efektivitas tindakan keamanan yang telah dilaksanakan, diperlukan suatu evaluasi terhadap system keamanan yang sedang berjalan. In addition, the study assesses the extent to which BAPELITBANG SUMUT complies with the applicable security regulations. This study provides a foundation for enhancing data security comprehensively by designing and implementing efforts to improve information protection, such as security policy updates, infrastructure enhancements, and user training. Pengujian dan evaluasi implementasi upaya penguatan digunakan untuk menilai tingkat efektivitasnya. The objective of this study is to provide guidance for similar institutions in enhancing their data security and contribute to the literature on local government data security management. The results indicate that measures to enhance data security are necessary to ensure the integrity, confidentiality, and availability of data managed by BAPELITBANG SUMUT..
Menguasai Hak Kekayaan Intelektual Amiruddin; Prananda, Dimas Raka; Minta Ito Hutagalung; Tiwy Ardyanti
Jurnal Akuntansi, Manajemen dan Ilmu Ekonomi (Jasmien) Vol. 4 No. 04 (2024): Jurnal Akuntansi, Manajemen dan Ilmu Ekonomi (Jasmien)
Publisher : Cattleya Darmaya Fortuna

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54209/jasmien.v5i02.554

Abstract

Penelitian ini bertujuan untuk mengeksplorasi pentingnya Hak Kekayaan Intelektual (HKI) dalam mendorong inovasi dan pertumbuhan ekonomi di Indonesia, dengan fokus khusus pada tantangan dan strategi terkait pemahaman, implementasi, dan penegakan HKI. Metode yang digunakan dalam penelitian ini melibatkan tinjauan komprehensif terhadap literatur dan kerangka hukum yang ada mengenai HKI, serta menganalisis kondisi saat ini terkait kesadaran dan efektivitas perlindungan HKI di kalangan UKM. Temuan penelitian menyoroti kesenjangan signifikan dalam pemahaman dan penegakan HKI, yang menekankan perlunya pendidikan yang lebih baik dan reformasi regulasi. Penguatan perlindungan HKI penting tidak hanya untuk melindungi aset intelektual, tetapi juga untuk menciptakan lingkungan bisnis yang mendukung inovasi dan menarik investasi asing. Studi ini mendorong langkah-langkah strategis untuk meningkatkan kesadaran, implementasi, dan penegakan HKI sebagai langkah krusial menuju pertumbuhan ekonomi yang berkelanjutan dan daya saing global dalam lanskap ekonomi digital yang terus berkembang di Indonesia
Application of the Naive Bayes Method for Determining the Quality of Crude Palm Oil (CPO) at PTPN 2 Sawit Seberang Prananda, Dimas Raka; Mhd. Furqan
Journal of Computer Networks, Architecture and High Performance Computing Vol. 6 No. 4 (2024): Articles Research October 2024
Publisher : Information Technology and Science (ITScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/cnahpc.v6i4.4832

Abstract

The palm oil industry is a vital pillar of Indonesia's economy, with Crude Palm Oil (CPO) as one of its leading commodities. The quality of CPO significantly impacts its competitiveness and market price internationally. PTPN 2 Sawit Seberang, as a prominent CPO processing company, faces challenges in consistently maintaining product quality. Key factors affecting CPO quality include moisture content, free fatty acids, and impurity levels, which are difficult to manage manually. To address these challenges, this study applies the Naive Bayes method as an efficient and fast classification tool for determining CPO quality. Naive Bayes was chosen for its simplicity in probability calculations and its ability to handle data classification with reasonable accuracy. The data used in this study include moisture content, free fatty acids, and impurity levels measured between February and June 2024. The data was split into training data (80%) and testing data (20%) and analyzed using RapidMiner software. The results show that the Naive Bayes method achieved an accuracy rate of 66.6%, with precision and recall values of 50% each. Although the accuracy could be improved, the application of this method has significantly enhanced the efficiency of determining CPO quality. Thus, the implementation of the Naive Bayes method in determining CPO quality at PTPN 2 Sawit Seberang is an effective step towards improving operational efficiency, classification accuracy, and decision-making quality related to product standards, ultimately supporting the company's competitiveness in the global market.
Co-Authors Amiruddin Mhd. Furqan Minta Ito Hutagalung Prayoga, Dio Tiwy Ardyanti Yusuf Ramadhan Nasution, Yusuf Ramadhan