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Automatic Analysis of Natural Disaster Messages on Social Media Using IndoBERT and Multilingual BERT
Safitri, Yasmin Dwi
; Lambung Mangkurat University
; Faisal, Mohammad Reza
; Lambung Mangkurat University
; Kartini, Dwi
; Lambung Mangkurat University
; Saragih, Triando Hamonangan
; Lambung Mangkurat University
; Abadi, Friska
; Lambung Mangkurat University
; Bachtiar, Adam Mukharil
; Japan Advanced Institute of Science and Technology
Telematika
Vol 18
, No 2
(2025)
Information about natural disasters disseminated through social media can serve as an important data source for mitigation processes and early warning systems. Social media platforms, such as X (formerly known as Twitter), have become primary channels for conveying real-time information, especially during disaster emergencies. With the large amount of unstructured disaster-related text that must be processed, the main challenge is accurately filtering and classifying messages into three categori...
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Unlocking Indonesia’s Critical Minerals for Renewable Energy: Challenges and Pathways to Net-Zero Emissions
Andrew Cahyo Adhi
; Nur Widi Priambodo
; Muchammad
; Suryo Utomo, Tony
; Akmal Setia Abdrian, Reyhan Kevin
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 4
(2025)
Indonesia holds a pivotal role in the global renewable energy (RE) transition due to its abundant reserves of critical minerals like nickel, cobalt, and rare earth elements (REEs). However, a significant gap exists between these resources and the technologies needed to leverage them, highlighting supply chain vulnerabilities. This qualitative, exploratory-descriptive study integrates Life Cycle Assessment (LCA), criticality matrix analysis, and value chain mapping to examine Indonesia’s mineral...
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KESALAHAN SISWA DALAM MENYELESAIKAN SOAL TRIGONOMETRI DITINJAU DARI LITERASI NUMERASI PADA LEVEL KOGNITIF KNOWING, APPLYING, DAN REASONING
JIPMat (Jurnal Ilmiah Pendidikan Matematika)
Vol 10
, No 1
(2025)
Literasi numerasi merupakan kemampuan berpikir dengan konse dan prosedur serta fakta dan alat matematika untuk menyelesaikan masalah yang berkaitan dengan diri, lingkungan sekitar dan masyarakat. Penelitian ini bertujuan untuk mendeskripsikan kesalahan siswa SMA dalam mengerjakan soal trigonometri ditinjau dari literasi numerasi pada level kognitif knowing, applying, dan reasoning. Metode yang digunakan dalam penelitian ini adalah deskriptif kualitatif. Subjek penelitian merupakan siswa SMA kela...
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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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Web-Based Sales Management Information System for PT. Sinarta Karya Papua Using Rapid Application Development
Haloho, Haloho
; Kiswanto, Rahmat Haryadi
; Lahallo, Jim
; Haloho, Jayando
; Kiswanto, Rahmat Haryadi
; Lahallo, Jim
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 2
(2025)
PT. Sinarta Karya Papua, a medium-scale enterprise in Eastern Indonesia, faces operational challenges due to its reliance on manual sales recording systems, leading to data duplication, delayed reporting, and limited information transparency. This hinders operational efficiency and strategic decision-making. This study aims to develop a web-based sales management information system addressing these issues using the Rapid Application Development (RAD) methodology, selected for its rapid prototypi...
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Numerical Investigation of Consolidation Settlement for Runway Construction on Soft Soil: A Case Study in Sumbawa, Indonesia
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 3
(2025)
Runway construction on soft soil presents significant engineering challenges due to excessive settlement, which can affect structural stability and long-term performance of transportation infrastructure. This study investigates the settlement of a runway in Sumbawa, Indonesia using the Finite Element Method (FEM) in Plaxis 2D. The Hardening Soil Model was applied to realistically capture nonlinear soil behavior. Input parameters were derived from a series of N-SPT data and laboratory test result...
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2 Sitasi
Comparative Performance of GLMM and GEE for Longitudinal Beta Regression in Economic Inequality Modelling
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 3
(2025)
Due to the shortcomings of conventional Gaussian methods, specialized models are frequently needed for longitudinal data analysis with bounded outcomes, such as the Gini ratio. In order to model economic inequality in Indonesia, this study compares the effectiveness of Generalized Linear Mixed Models (GLMM) and Generalized Estimating Equations (GEE) for beta-distributed longitudinal data. Root Mean Square Error (RMSE) and pseudo R-squared values are used to assess model performance using panel d...
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Optimizing Human Resource Performance in Building Construction through Technology-Enhanced Strategy Development
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 3
(2025)
Construction projects involve complex processes requiring effective management and skilled human resources to ensure successful outcomes. This study analyzes key factors influencing human resource (HR) performance in building construction, identifying ability, working conditions, organizational structure, motivation, discipline, and compensation as critical determinants. A structured questionnaire using a 5-point Likert scale was employed as the data collection instrument, distributed to 130 con...
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Comparison of Conventional and Adaptive Hysteresis Current Control Methods for Power Quality Improvement using Active Filters
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 4
(2025)
Hysteresis is widely applied in converter control techniques because of its simplicity and stability. This paper discusses hysteresis current control applied to single-phase active filters. Active filters are designed for harmonic mitigation and reactive power compensation. Simulation and comparison of conventional hysteresis control (constant hysteresis band - variable frequency) and adaptive hysteresis (variable hysteresis band - constant frequency) on active filters were carried out. Simulati...
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Pelatihan Pijat dan Lulur untuk Meningkatkan Skill Serta Pertumbuhan Ekonomi Warga Binaan Panti Sosial PGOT Mardi Utomo
Jurnal Pengabdian Kepada Masyarakat
Vol 2
, No 2
(2025)
Massage and Scrub Training to Improve Skills and Economic Growth for Residents of the PGOT Mardi Utomo Social Home. This training will begin with theory and practice. The theory refers to client diagnosis, followed by five basic movements and cost calculations. After receiving t Massage and Scrub Training to Improve Skills and Economic Growth for Residents of the PGOT Mardi Utomo Social Home. This training will begin with theory and practice. The theory refers to client diagnosis, followed by fi...
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