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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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Systematic Literature Review: Penggunaan Sensor dalam Deteksi Nyeri Wajah berdasarkan Database Publik
Azibi, Ahmad Izzu
; Hutabarat, Emy Priyanka
; Tarigan, Juan Kevin Timothi
; Sitorus, Zeremia Armando
; HS, Christnatalis
Dinamik
Vol 30
, No 2
(2025)
Deteksi nyeri objektif merupakan tantangan dalam dunia medis, terutama bagi pasien yang tidak mampu mengungkapkan rasa sakit secara verbal. Dengan kemajuan teknologi sensor dan kecerdasan buatan, sistem otomatis untuk mendeteksi nyeri berbasis sinyal fisiologis dan ekspresi wajah mulai dikembangkan. Studi ini bertujuan mengidentifikasi tren, metode, dan kualitas metodologis dari penelitian yang menggunakan database publik seperti BioVid Heat Pain, UNBC-McMaster, dan SenseEmotion dalam pengembang...
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Edukasi Sosial Siswa SMA di Kecamatan Pedurungan, Kota Semarang, dalam mencegah stigma terhadap orang dengan HIV/AIDS (ODHA
Sosio Dialektika : Jurnal Ilmu Sosial Humaniora
Vol 10
, No 1
(2025)
Edukasi Sosial pencegahan stigma ODHA pada siswa SMA membantu mengurangi diskriminasi di sekolah dan masyarakat melalui informasi yang terstruktur dan berbasis bukti Penelitian ini mengeksplorasi bagaimana pendidikan sosial dapat memberdayakan siswa SMA di Kecamatan Pedurungan, Kota Semarang, untuk lebih memahami dan memerangi stigma seputar orang yang hidup dengan HIV/AIDS.Desain penelitian yang digunakan yaitu cross-sectional. Sampel yang didapatkan sebanyak 100 responden dari siswa-siswi yang...
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PENGARUH PENGELUARAN, PMDN DAN INFLASI TERHADAP PENERIMAAN DI SUMATERA UTARA TAHUN 2001-2020
Desember Palito Sinaga
; Ali Asdon Tanjung
; Feryanto Nababan
; Mentari syaputri Purba
; Raymond Siboro
; Joko Suharianto
EBISNIS : JURNAL ILMIAH EKONOMI DAN BISNIS
Vol 4
, No 2
(2025)
This study aims to analyze the effects of domestic investments, inflasi, and pengeluaran on Sumatra Utara's income between 2001 and 2020. This study uses the Error Correction Model (ECM) analysis method to determine the impact of independent variables on dependent variables in the pendek data and the Regression Linear Berganda analysis to determine the impact of independent variables on dependent variables in the panjang data. According to the results of the ECM analysis, the variable pengeluara...
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Pengaruh Online Customer Review dan Online Customer Rating Terhadap Keputusan Pembelian Pada E-Commerce Shopee: Studi Pada Mahasiswa Prodi Administrasi Bisnis Universitas Nusa Cendana
Lema, Dominique Julied Saputri
; Lema, Dominique Julied Saputri
; Mesakh, Anthonius B.
; Kasim, Abas
EBISNIS : JURNAL ILMIAH EKONOMI DAN BISNIS
Vol 18
, No 1
(2025)
This research aims to know and analyze both the partial and simultaneous effects of online customer review and online customer rating on the purchase decision on e-commerce Shopee among students of the business administration program of Nusa Cendana University. The number of samples in this research was 100 respondents, with using the Purposive Sampling technique. The data analysis techniques used are quantitative descriptive analysis, multiple linear regression analysis, and hypothesis testing...
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Analisis dan Prediksi Tingkat Kemiskinan di Sumatera Utara menggunakan Model LSTM berbasis Google Earth Engine
Dinamik
Vol 30
, No 2
(2025)
This study analyzes the prediction of poverty levels in North Sumatra Province by applying the Long Short-Term Memory (LSTM) method based on time series integrated with Google Earth Engine (GEE). Historical poverty data of districts/cities were obtained from the Central Statistics Agency (BPS) and processed using Python in Google Colab for LSTM model training. The prediction results are visualized spatially in the form of thematic maps through GEE to identify areas with high poverty rates. The e...
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Smart Marketing for Small Businesses: Digital Strategy Training for Home-Based Entrepreneurs in Bengkle, Semarang District
Community Service Journal: Adarma Acitya
Vol 1
, No 1
(2025)
This community service program aimed to empower home-based entrepreneurs in Bengkle, SemarangDistrict, by enhancing their digital marketing skills through targeted training. The primary objective was to equip participants with the knowledge and tools necessary to effectively utilize digital platforms, particularly Google My Business, to expand their market reach. The program employed a participatory approach, involving initial assessments, interactive workshops, hands-on training sessions, peer...
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Digital Marketing and Photography:Strengthening the Sales Performance of MSME Products in Diwak Village
Community Service Journal: Adarma Acitya
Vol 1
, No 1
(2025)
The advancement of information technology in marketing stimulates digital marketing activities as a promotional medium to increase sales performance, including among SMEs in Diwak Village. To visually introduce products and capture consumer attention, digital marketing necessitates the use of product images instead of physical products. However, the limitations of human resource skills to practice digital marketing in business promotion activities by SMEs, as well as the ability of SME actors in...
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Analisis Kapasitas Produksi Alat Berat Pada Pekerjaan Galian Dan Pekerjaan Lapis Pondasi Agregat Dalam Peningkatan Struktur Jalan Madupat-Camplong Kabupaten Sampang
Jurnal Teknik Sipil
Vol 18
, No 1
(2025)
The use of heavy equipment is an important factor in facilitating and accelerating the process of a job, especially on large-scale projects and limited time. Work with the use of heavy equipment aims to facilitate the work, so that the expected results can be achieved more easily in a relatively shorter time. The study uses qualitative descriptive. The source of research data was obtained from secondary data and primary data. Data collection was obtained from literature reviews, interview result...
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Analisis Dampak Pengelolaan Dana Desa terhadap Peningkatan Kesejahteraan Masyarakat Pesisir melalui Program Pemberdayaan Perempuan Nelayan: Studi Kasus Desa Domas, Kabupaten Serang
Ria Amelia
; Laeli Nur Khanifah
; Yolanda Mazmuria Manurung
; Azalia Salsabila
; Minerva Laisa Sabatini
Jurnal Media Administrasi
Vol 10
, No 1
(2025)
In this study, a women's empowerment program for fisherwomen in Domas Village, Serang Regency, was used to investigate the impact of village fund management on improving the welfare of coastal communities. This research stems from an awareness of the importance of villages in realizing sustainable development that relies on local potential, especially in vulnerable and marginalized coastal areas. To improve community welfare, including that of women who have been less involved in village develop...
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