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Toward a Modular, Low-Latency Architecture with BERT-based Big Media Data Analysis
Widyawan, Widyawan
; Universitas Gadjah Mada
; Murti, Handoko Wisnu
; Semesta Data Digital
; Putra, Guntur Dharma
; Universitas Gadjah Mada
; Nurmanto, Eddy
; Semesta Data Digital
; Affandi, Achmad
; Institut Teknologi Sepuluh Nopember
Telematika
Vol 18
, No 2
(2025)
The significant growth of digital and social media platforms has introduced massive streams of unstructured media data. However, current big data approaches are not specifically tailored to the high volume and velocity of media data, which consists of unstructured and lengthy full-text messages. This study proposes a modular and stream-oriented big data architecture for media data. The proposed architecture consists of data crawlers, a message broker, machine learning modules, persistent storage...
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Scenario-Based Dynamic Modeling for Urban Settlement Management
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 3
(2025)
The growth of residential areas in peri-urban regions of metropolitan areas such as Jabodetabek demonstrates high complexity due to the dynamic interaction between population growth, land use, and environmental degradation. This study aims to develop a dynamic system-based simulation model using a scenario approach to analyze sustainable residential area management policies. The scenarios were developed consists of no intervention, pessimistic, moderate, and optimistic based on parameters such a...
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Recent Advances in Catalytic Systems for the Sustainable Synthesis of Ethyl Levulinate from Biomass
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 3
(2025)
The esterification of levulinic acid to ethyl levulinate presents challenges in catalyst efficiency, reusability, and environmentally friendly process design, restricting commercial scalability. This study examines recent studies on diverse catalysts, including Deep Eutectic Solvents (DES), homogeneous and heterogeneous systems, and their effects on yield. DES is positioned as a more sustainable option, with yields as high as 99.8%, quicker reaction times, and a lower environmental effect. Wh...
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Biosorption of Chromiun in Batik Wastewater Using SCOBY Microbial Biomass: A Sustainable Bioremediation Approach
Nur Lu’lu Fitriyani
; Dina Adelia
; Slamet Budiyanto
; Ristiawati
; Jaya Maulana
; Muhammad Choiroel Anwar
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 3
(2025)
Batik wastewater poses an environmental threat due to hazardous heavy metals like lead, cadmium, and chromium (Cr). This study investigated the effectiveness of SCOBY (Symbiotic Culture of Bacteria and Yeast), a microbial consortium from kombucha production, in reducing Cr levels in batik wastewater. SCOBY is a promising biosorbent for heavy metals. The research aimed to assess SCOBY's ability to decrease Cr contamination in different types of batik wastewater (hand-drawn, stamped, and printed)...
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ANALISIS NASKAH DRAMA “KECOA TENGAH MALAM” KARYA BODE RISWANDI DENGAN PENDEKATAN STRUKTURALISME
NALAR: Jurnal Pendidikan dan Kebudayaan
Vol 4
, No 1
(2025)
Penelitian ini bertujuan untuk menganalisis struktur intrinsik naskah drama “Kecoa Tengah Malam” karya Bode Riswandi dengan menggunakan pendekatan strukturalisme. Pendekatan strukturalisme merupakan teori yang memfokuskan karya sastra sebagai sebuah struktur yang utuh berdasarkan unsur intrinsik yang terdapat dalam karya sastra. Penelitian ini menggunakan metode deskriptif kualitatif dengan teknik studi pustaka dan teknik analisis teks terhadap unsur intrinsik seperti tema, alur, tokoh dan penok...
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Implementation of the Al-Qur'an Curriculum at Al-Ikhwan Kindergarten Kualuh Hilir in Building Islamic Character in Early Childhood
Paudia
Vol 14
, No 3
(2025)
The Al-Qur'an curriculum implemented in early childhood education institutions can play a role in shaping Islamic character in children. This study aims to explore the implementation of the Al-Qur'an curriculum in Al-Ikwan Kindergarten Kualuh Hilir, North Labuhanbatu, in shaping Islamic character in early childhood. The curriculum is designed by integrating educational values that emphasize moral training, discipline, and basic understanding of Islamic teachings from an early age. This study use...
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MENINGKATKAN DAYA TARIK PEMBELAJARAN INFORMATIKA MELALUI DESAIN VISUAL DENGAN CANVA DI SMA NEGERI 1 BRINGIN KABUPATEN SEMARANG
Wismarini, Theresia Dwiati
; Murti, Hari
; Lestariningsih, Endang
; Redjeki, Rara Sriartati
; Hartono, Budi
; Anwar, Sariyun Naja
; Lusiana, Veronica
; Ardhianto, Eka
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 5
, No 2
(2025)
The rapid development of information technology requires teachers to present learning materials in a creative and visual manner. Informatics teachers at SMA Bringin face challenges in creating visually engaging teaching materials due to limited graphic design knowledge, which results in low student engagement and less effective delivery of content. To address this issue, a community service activity in the form of Canva training for informatics teachers at SMA Bringin was conducted. This activit...
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Analysis of the Use of Conversation Methods to Stimulate Children's Speaking Skills in Group A
Hidayah, Rizka
; Hariyanti, Dwi Prasetiyawati Diyah
; Purwadi
; Munawar, Muniroh
; Pusari, Ratna Wahyu
; Luthfy, Perdana Afif
Paudia
Vol 14
, No 3
(2025)
The background of this study is children's speaking ability. Based on observations obtained: 1) Children are not yet able to answer simple questions given by the teacher. 2) Children feel embarrassed when speaking in front of their friends. 3) Children do not yet dare to express their ideas and opinions. This type of research uses Classroom Action Research. The data source of this study is based on informants and notes. The informants in this study were the principal and teachers of group A. The...
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OPTIMALISASI PEMASARAN DIGITAL UMKM MELALUI STRATEGI MEDIA SOSIAL INTERAKTIF
Ariswati, Lusiana Desy
; Azzahra, Aji Sophia
; Nabila, Selvi Intan
; Pratiwi, Wanda Aulia
; Anggriyani, Windi
; Ariswati, Lusiana Desy
Perwira Journal of Community Development
Vol 5
, No 2
(2025)
Usaha Mikro, Kecil, dan Menengah (UMKM) menghadapi tantangan dalam mengadopsi strategi pemasaran digital yang efektif, terutama dalam meningkatkan visibilitas dan keterlibatan pelanggan. Kegiatan ini bertujuan untuk mengoptimalkan pemasaran digital UMKM melalui strategi berbasis media sosial dengan studi kasus pada Kedai Yumyum, sebuah bisnis kuliner di Samarinda. Kegiatan dilakukan dengan menggunakan pendekatan kualitatif-deskriptif melalui metode partisipatif dalam bentuk pengabdian masyarakat...
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Bridging the Gap: Pre-Service Teachers’ Realities of Technology Integration in the Digital Classroom
ETERNAL: English Teaching Journal
Vol 16
, No 2
(2025)
In the digital era, integrating technology into education is essential for preparing future-ready educators. This qualitative case study explores how pre-service teachers experience and implement digital tools in instructional settings. It focuses on their successes, challenges, and the pedagogical strategies they employ. Drawing on the Technological Pedagogical Content Knowledge (TPACK) framework and experiential learning theory, the study involved 15 pre-service teachers from a university in S...
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