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Pemanfaatan Teknologi Artificial Intelligence Untuk Transparansi Analisis Kepadatan Jalanan Perkotaan Muhamad Faza Almaliki; Hasmina Tari Mokui; Maudhy Satyadharma; Hado Hado; Muhammad Rajulan; Sylsiani Mursalim
Journal of Science, Technology, and Innovation Vol 1 No 3 (2026): : April: Inventa: Journal of Science, Technology, and Innovation
Publisher : CV SCRIPTA INTELEKTUAL MANDIRI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.65310/merd9717

Abstract

Urban traffic congestion is a major challenge in modern transportation management, while conventional monitoring systems remain limited in providing transparent and easily understandable information. This study aims to analyze the use of Artificial Intelligence to enhance the transparency of road congestion analysis through visual interpretation. Traffic imagery data was obtained from CCTV cameras at urban intersections and processed using the YOLOv8 model to detect vehicles and visualize traffic conditions. Subsequently, heatmap visualizations and Explainable Artificial Intelligence approaches were employed to clarify areas of vehicle concentration. The results show that the system can identify vehicle distribution patterns and present a visual representation of density based on concentration and object categories. This visualization provides more transparent, informative, and intuitive information regarding traffic conditions. Thus, this approach has the potential to support the development of smart transportation systems and data-driven traffic monitoring in urban environments effectively, accurately, and sustainably.
Penerapan Metode FMEA dalam Penilaian Risiko Sistem Pemerintahan Berbasis Elektronik Holis Hermansyah; Mustarum Musaruddin; Hasmina Tari Mokui; Muh. Nadzirin Anshari Nur; Abdul Kadir
SemanTIK : Teknik Informasi Vol. 11 No. 2 (2025): SemanTIK : Teknik Informasi
Publisher : Informatics Engineering Department of Halu Oleo University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55679/semantik.v11i2.230

Abstract

  Sistem Pemerintahan Berbasis Elektronik (SPBE) adalah penyelenggaraan Pemerintahan yang memanfaatkan Teknologi Informasi dan Komunikasi. Penerapan Teknologi Informasi pada SPBE ini ternyata menimbulkan banyak risiko. Mulai dari risiko sistem hingga keamanan informasi. Risiko sistem dapat berupa kegagalan perangkat keras, kegagalan perangkat lunak hingga pemadaman listrik. Adapun risiko keamanan dapat berupa serangan siber, kebocoran data dan lain sebagainya. Oleh karena itu diperlukan adanya manajemen risiko SPBE berbasis ISO 31000 dan Permen PANRB No. 5 Tahun 2020 guna meminimalisir terjadinya risiko tersebut. Penelitian ini bertujuan untuk menganalisis risiko SPBE pada Dinas Komunikasi dan Informatika Kabupaten Konawe. Metode analisis risiko yang digunakan adalah Failure Mode and Effect Analysis. Hasil identifikasi risiko didapatkan 11 risiko potensial. Dari 11 risiko tersebut kemudian dianalisis menggunakan FMEA dan didapatkan sebanyak 7 risiko menjadi prioritas penanganan karena memiliki dampak yang signifikan. The Electronic Government System refers to the implementation of governance by utilizing Information and Communication Technology. However, the application of Information Technology (IT) within E-Government introduces various risks, ranging from system-related issues to information security concerns. Therefore, E-Government risk management, based on ISO 31000 and the Minister of Administrative and Bureaucratic Reform Regulation (Permen PANRB) No. 5 of 2020, is necessary to mitigate these risks. This study aims to analyze SPBE risks within the Department of Communication and Informatics of Konawe Regency. The risk analysis methods used are Failure Mode and Effect Analysis (FMEA). The risk identification process revealed 11 potential risks. Of these 11 risks, further analysis using FMEA determined that seven were prioritized for handling due to their significant impact.