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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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Pelatihan dan Praktik Daur Ulang Sampah Menjadi Benda Layak Jual Di Desa Troso
Rohman, Mardihono Nur
; Praditya, Muhammad Bintang
; Muttaqien, Habib Nafis
; Riyanto, Arla Aulia Salsabilla
; Putri, Yayang Mayla Murtopo
; Khanza, Frilly Diaz Mahira
; Graciana, Nadia
; ayu intan
; Wati, Diah Retno
; Putri, Facicha Priyono
; Maharani, Danica Vasthi
; Setiyani, Hirma Nova
; Seran, Oktavianggi Abuk
; Dewi, Untari Narulita Madyar
The Community
Vol 3
, No 1
(2025)
ABSTRACT
Plastic waste is one of the largest contributors to waste generation in Indonesia and is difficult to decompose, causing severe environmental pollution. Through a community service program, KKN students conducted training and practical recycling activities by involving PKK women cadres, village administrators, and local residents to transform plastic waste into creative and marketable products. The methods included awareness sessions on the dangers of plastic waste, hands-on training in...
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Narrative-Driven Optimization for Sustainable Museum Networks: Integrating Freytag’s Pyramid and Hybrid PSO-Machine Learning Framework
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 4
(2025)
This study addresses sustainable urban heritage management needs through an AI-optimized methodology for Government-Museum networks. Integrating dramaturgical storytelling with computational intelligence, we develop a framework combining Freytag's Pyramid narrative framework with a hybrid Particle Swarm Optimization (PSO)-Machine Learning (ML) model. This sustainability-driven design aligns spatial routing with low-carbon objectives and thematic continuity, enhancing tourist itineraries while re...
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Quantifying the Causal Impact of Employment Trends on Academic Performance Using Time-Series and Public Interest Data in Indonesia
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 4
(2025)
This study quantifies the causal impact of employment trends on academic performance using a hybrid model of survey data and time-series public interest data from Google Trends in Indonesia. Employing Granger causality and regression analysis, the research investigates eight determinants of GPA and their relationship to labor indicators. A purposive sample of 40 respondents and secondary data from 2011–2019 were analyzed. Granger tests reveal significant one-way causality from employment to GPA...
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Human Resources Forum 2023 sebagai Katalis Kerja Sama Ketenagakerjaan Indonesia–Jepang
Sosio Dialektika : Jurnal Ilmu Sosial Humaniora
Vol 10
, No 1
(2025)
Pada tahun 2023 Indonesia menjalin hubungan kerjasama dengan jepang melalui Human Resources Forum (HRF). HRF merupakan sebuah forum kerja sama dalam bidang ketenagakerjaan yang diselenggarakan bersama oleh Japan International Cooperation Agency (JICA) dan Kementerian Tenaga Kerja Indonesia. Penelitian ini bertujuan untuk mengetahui faktor pendorong Indonesia menjalin kerja sama ketenagakerjaan dengan Jepang melalui HRF. Penelitian menggunakan metode penelitian kualitatif dan teori complex interd...
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PENGARUH PENGGUNAAN GEOGEBRA TERHADAP HASIL BELAJAR MATEMATIKA KELAS VIIIA SMP YPPI 3 SURABAYA
JIPMat (Jurnal Ilmiah Pendidikan Matematika)
Vol 10
, No 1
(2025)
Keberhasilan peserta didik dalam belajar ditentukan banyak hal, salah satunya cara penyajian materi. Media pembelajaran yang paling sering digunakan adalah media sederhana sehingga peserta didik tidak terlalu termotivasi untuk mengikuti pembelajaran matematika, untuk itu perlu dicoba media pembelajaran yang lebih interaktif, salah satunya Geogebra. Penelitian ini bertujuan untuk mengetahui signifikansi pengaruh pembelajaran menggunakan media Geogebra terhadap hasil belajar peserta didik kelas VI...
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Inovasi Gizi Berbasis Pangan Lokal Melalui Integrasi Budi Daya Ikan dalam Galon (Budikdamlon) dan Hidroponik dalam Pencegahan Stunting
Daffina, Fabian
; Ghazali, Fabian Daffina
; Salsabil, Shafa Rizki
; Regista, Diofania
; Erlangga, Ferdian
; Karim, Choirul Abdul
; Maharani, Yashinta Intan
; Wijanarko, Clara Nur Steviyani
; Ananda, Okta Azrul
; Awalin, Lintang Daystinaya
; Kuncoro, Theopillus Nathanael
; Indreswary, Nadya Mesayu
; Nugroho, Ferdiantoro Asa
; Ruyaya, Ika Aftunifi
The Community
Vol 2
, No 1
(2025)
Stunting merupakan salah satu masalah gizi kronis yang berdampak serius terhadap kualitas sumber daya manusia di masa depan. Kondisi ini tidak hanya menghambat pertumbuhan fisik anak, tetapi juga memengaruhi perkembangan kognitif, produktivitas, dan kesejahteraan sosial ekonomi. Berdasarkan data tahun 2025, di Desa Ngabeyan, Kecamatan Karanganom, Kabupaten Klaten, tercatat 16 dari 109 balita mengalami stunting. Sebagai upaya pencegahan, mahasiswa KKN-PPM Universitas Slamet Riyadi (UNISRI) Kelomp...
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Pulmonary Complaints Among Gas Station Operators: A Descriptive Study in Klaten Region
Gaster
Vol 23
, No 2
(2025)
Background Gas station environments pose a high risk for exposure to vehicle emissions, which may lead to respiratory health issues due to the accumulation of hazardous pollutants. Continuous exposure, particularly among gas station operators, increases susceptibility to pulmonary disorders. Objective This study aimed to describe the prevalence and characteristics of pulmonary complaints among gas station workers in the Klaten region. Methods A descriptive study was conducted at two gas stations...
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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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