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All Journal Jurnal Sains dan Teknologi Rechtsnormen: Journal of Law
I Putu Gede Abdi Sudiatmika
Politeknik Negeri Bali
Computer Science & IT Control & Systems Engineering Engineering Library & Information Science Mechanical Engineering Other

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Pemodelan Perilaku Sosial-Ekonomi Menggunakan Data Media Sosial Berbasis Artificial Intelligence Wayan Andrika Putera; I Putu Gede Abdi Sudiatmika; Ida Bagus Gede Wahyu Antara
Jurnal Sains dan Teknologi Vol. 1 No. 4 (2026): Edisi: Juli-September
Publisher : Pustaka Bangsa Indonesia

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Abstract

Media sosial menghasilkan jejak digital yang mencerminkan pola konsumsi, paparan informasi ekonomi, aktivitas kewirausahaan, dan partisipasi sosial. Kecerdasan buatan (AI) dapat mengolah jejak tersebut menjadi indikator prediktif, namun keterbatasan sampel, bias algoritmik, risiko privasi, dan masalah interpretasi perlu diperhatikan. Penelitian ini mengembangkan model eksploratif berbasis AI untuk memetakan perilaku sosial-ekonomi mahasiswa menggunakan data terkait media sosial yang telah dianonimkan dari 50 mahasiswa ITB STIKOM Bali, Jimbaran. Pendekatan kuantitatif potong lintang digunakan melalui kuesioner Likert dan log aktivitas selama tujuh hari. Tujuh fitur prediktor dianalisis, meliputi paparan konten ekonomi, interaksi konten, verifikasi informasi, pengaruh konsumsi digital, kewirausahaan digital, dan partisipasi sosial. Regresi logistik teratur menunjukkan kinerja lebih baik dibandingkan random forest dengan akurasi 0,794 dan ROC-AUC 0,915. Faktor dominan meliputi partisipasi sosial, paparan konten ekonomi, dan kewirausahaan digital. Hasil penelitian menunjukkan bahwa analisis media sosial berbantuan AI berpotensi mendukung pemetaan awal sosial-ekonomi dengan tetap memperhatikan aspek etika.
The Influence of Blockchain Technology on Civil Law Enforcement in the Digital Era Febri Wiratama; Syahriati Fakhriah; Silvester Magnus Loogman Palit; I Putu Gede Abdi Sudiatmika; Rona Tanjung
Rechtsnormen: Journal of Law Vol. 2 No. 3 (2024)
Publisher : Yayasan Adra Karima Hubbi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70177/rjl.v2i3.1410

Abstract

Background: Blockchain technology has emerged as a revolutionary tool with the potential to transform various sectors, including civil law enforcement. Its decentralized, transparent, and immutable nature offers new possibilities for enhancing legal processes, ensuring data integrity, and reducing fraud. Objective: This study aims to evaluate the influence of blockchain technology on civil law enforcement. The research focuses on understanding how blockchain can enhance legal processes, improve data security, and foster transparency within the civil law system. Methods: A mixed-methods approach was employed, combining quantitative surveys and qualitative interviews. Quantitative data were collected from 200 legal professionals and law enforcement officers, measuring their perceptions of blockchain's impact on various legal processes. Qualitative interviews with 30 key stakeholders provided deeper insights into blockchain's practical applications and challenges in civil law enforcement.. Results: Findings indicate that blockchain technology can significantly enhance data security, transparency, and efficiency in civil law enforcement. Best practices identified include the use of smart contracts for automated enforcement and blockchain for secure evidence management. Challenges such as technical complexity, cost, and legal interoperability were also highlighted. Conclusion: Blockchain technology holds significant promise for improving civil law enforcement by enhancing transparency, security, and efficiency. Implementing best practices can optimize these benefits, although challenges remain.
Co-Authors Fakhriah, Syahriati Febri Wiratama I Putu Astya Prayudha Ida Bagus Gede Wahyu Antara Putu Satya Saputra Silvester Magnus Loogman Palit Tanjung, Rona Wayan Andrika Putera