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INOVASI DALAM HILIRISASI INDUSTRI GLOBAL: LITERATUR REVIEW TENTANG PELUANG, TANTANGAN, DAN ARAH KEBIJAKAN Aditya, Aditya Hera Nurmoko; Wahyudi, Heru; Indriyanti, Aris; Subekti, Aan; Suyud Nusanto, Tri; Permata Aji, Dhimas Oki
PRIMA EKONOMIKA Vol. 16 No. 2 (2025): Prima Ekonomika
Publisher : STIE "YKP" YOGYAKARTA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37330/prima.v16i2.289

Abstract

Industri hilir menjadi strategi penting dalam transformasi ekonomi global, terutama di negara-negara berkembang yang kaya akan sumber daya alam. Artikel ini menyajikan tinjauan pustaka yang komprehensif terhadap inovasi dalam industri hilir global dengan menyoroti bentuk inovasi, peluang strategis, tantangan implementasi, dan implikasi kebijakan. Melalui pendekatan analisis tematik terhadap 25 jurnal relevan dari 100 jurnal terindeks Scopus (2003–2023), penelitian ini mengidentifikasi peran penting inovasi teknologi dan digitalisasi — seperti bioproses, penerimaan informasi real-time (RTIR), serta adopsi Industri 4.0 — dalam meningkatkan efisiensi dan nilai tambah di sektor hilir. Studi ini juga menyoroti peluang integrasi bioekonomi dan ekonomi sirkular, dan tantangan seperti keterbatasan infrastruktur, tingginya biaya, dan hambatan regulasi. Implikasi kebijakan menunjukkan pentingnya sinergi antara regulasi industri, lingkungan, dan inovasi, serta perlunya dukungan terhadap UMKM, R&D, dan infrastruktur hilir. Hasil studi ini memberikan landasan konseptual dan praktis untuk perumusan strategi hilir berdasarkan inovasi adaptif terhadap dinamika global dan lokal. ABSTRACT Downstream industry become an important strategy in transformation global economy , especially in developing countries rich in resources Power nature . article serve review literature comprehensive to innovation in downstream global industry with highlight forms innovation , opportunities strategic , challenges implementation , and implications policy . Through approach analysis thematic against 25 journals relevant of 100 journals indexed by Scopus (2003–2023), research This identify role crucial innovation technology and digitalization — such as bioprocess , real-time information receiving (RTIR), as well as adoption of Industry 4.0 — in increase efficiency and value add in sector downstream . This study also highlights opportunity integration bioeconomics and economics circular , and challenge like limitations infrastructure , costs height , and obstacles regulation . Implications policy show importance synergy between regulation industry , environment , and innovation , as well as the need support towards MSMEs, R&D, and infrastructure downstream . Study results This give runway conceptual and practical for formulation of downstream strategy based on adaptive innovation to global and local dynamics . Keywords : downstreaming industry;, innovation; digitalization;, economy circular;, policy industry
Algorithmic Justice and AI Judges: Reconsidering the Due Process of Law in the Digital Era Wisnubroto, Aloysius; Suyud Nusanto, Tri
International Journal of Educational Research & Social Sciences Vol. 6 No. 6 (2025): December 2025
Publisher : CV. Inara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51601/ijersc.v6i6.1006

Abstract

The rapid integration of artificial intelligence (AI) into judicial processes presents both opportunities and challenges for contemporary legal systems. Algorithmic decision-making, while promising efficiency and consistency, raises critical concerns regarding the preservation of due process, transparency, and accountability in the administration of justice. This study aims to critically examine the implications of AI judges on procedural fairness and the due process of law in the digital era. Employing a conceptual and comparative research methodology, the study analyzes existing literature, legal frameworks, and emerging practices in AI-assisted adjudication across multiple jurisdictions. The research seeks to identify the potential risks and benefits associated with algorithmic judicial decision-making, including biases embedded in AI systems, challenges to human oversight, and impacts on legal certainty. The expected findings suggest that while AI judges can enhance efficiency, their integration must be carefully regulated to safeguard fundamental legal principles, ensuring that technological innovation does not compromise the fairness and legitimacy of judicial outcomes. The study contributes to ongoing debates on algorithmic justice, offering recommendations for balancing technological advancement with the core values of due process.