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All Journal Journal of Governance and Public Policy eScience Humanity Journal PENANOMICS: INTERNATIONAL JOURNAL OF ECONOMICS
Suyito, Suyito
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Arts Humanities Economics, Econometrics & Finance Education Languange, Linguistic, Communication & Media Social Sciences

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Journal : eScience Humanity Journal

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The Role of Deep Learning in Enhancing Educational Processes: Opportunities and Applications Susanto, Alpino; Yudianto, Peri; Rahmah, Faridah; Pusvariauwaty, Pusvariauwaty; Handya Putri, Amanda; Suyito, Suyito
eScience Humanity Journal Vol 5 No 2 (2025): eSience Humanity vol 5.2. May 2025
Publisher : Asosiasi Ide Bahasa Kepri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37296/esci.v5i2.238

Abstract

This inquiry endeavors to scrutinize contemporary breakthroughs in the realm of deep learning and their pragmatic utilizations within the educational sphere. To navigate prevailing  impediments, the investigation is executed via a bibliographic examination. The deductions unveil that in recent epochs, artificial intelligence (AI) has undergone an expeditious proliferation. Endeavors formerly deemed exceedingly intricate and formidable for human cognition to unravel are now deftly managed with AI’s intervention. This extraordinary innovation has garnered substantial acclaim owing to its capacity to emulate the cognitive assimilation of the human intellect through neural architectures. Comprehensively, AI is presently categorized into two principal subdivisions: Deep Learning and Machine Learning. Both of these technological paradigms have been instrumental in engendering transformative shifts across multifarious sectors, with particular emphasis on pedagogy. AI-driven mechanisms are increasingly assimilated into scholastic establishments to bolster operational efficacy, curtail expenditures, and cultivate fiscal lucidity by furnishing a perspicuous delineation of monetary inflows and outflows. Furthermore, AI empowers institutions to address exigencies with heightened alacrity and precision, thereby augmenting the overarching caliber of didactic and administrative undertakings. Owing to its extensive promise, AI remains an indispensable domain of inquiry and implementation, with deep learning spearheading its relentless progression.
Krisis Pencemaran Minyak Hitam [Sludge Oil] Merugikan Masyarakat Kepulauan: Bukti Dari Pulau Bintan. Suyito, Suyito; Mustakim, Haji; Dev, Yessy Alvianti; Lestari, Linayati; Susanto, Alpino
eScience Humanity Journal Vol 6 No 1 (2025): eSience Humanity Vol.6 No.1 November 2025
Publisher : Asosiasi Ide Bahasa Kepri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37296/esci.v6i1.297

Abstract

A study on the black oil pollution crisis [Sludge Oil] is detrimental to the island community, a proof from the island of Bintan that occurs and continues every year. This study contributes to a deep understanding that the black oil pollution crisis [Sludge Oil] in Bintan is not a trouble, but has become an issue in the theoretical context. So this is not just a regional problem, but has concerned a national issue about this black oil waste crisis. This study focuses on an argument question: "How does the Black oil pollution crisis [Sludge Oil] harm the island community? Evidence from the island of Bintan?". To answer this, a qualitative method is needed by analyzing the distribution of data on the internet and data from online news about the black oil pollution crisis harming the island community. The results of the study show that the black oil crisis [Sludge Oil] in the islands is very detrimental to the income of fishing communities, harms the ecosystem where the island community lives and harms tourism in the Bintan Islands. The implications of the black oil pollution crisis that occurred in the Bintan Islands are shown by the death of marine biota and pollution of mangrove forests, as well as the dirtiness of the sea and beaches due to the black oil waste. This research recommends intensifying central and regional surveillance of international sea lanes to detect criminals on ships intentionally dumping sludge oil. Keywords: Crisis, Sludge Oil Pollution, Harm to Island Communities.
Co-Authors Alexsander Yandra, Alexsander Alpino Susanto, Alpino Andrizal Andrizal Dev, Yessy Alvianti Faridhi, Adrian Handya Putri, Amanda kesidsettambul, Iuking kurniawan, Uun lianjar, Edwin ferdy Linayati Lestari, Linayati Mustakim, Haji Pusvariauwaty, Pusvariauwaty Rahmah, Faridah sabari, Desi emilia sari sari, Wirawan trisna Yudianto, Peri