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A Decision Support System Based on Transformer-Driven Sentiment Analysis of Social Media Data
The growing availability of social media data offers new opportunities for decision support systems (DSS) in large-scale human resource screening. This study proposes a technology-driven DSS architecture integrating transformer-based sentiment analysis to support early-stage candidate profiling. Its novelty lies in combining IndoBERT-based sentence embeddings with a structured DSS layer that aggregates tweet-level sentiment into risk-aware recommendations, rather than treating sentiment classifi...
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Peningkatan Pemahaman Mahasiswa Kesehatan Lingkungan dalam Analisis Data dengan Media Pembelajaran Digital Melalui Inovasi E-Modul dan Video Tutorial
Jurnal Inovasi dan Pengabdian Masyarakat Indonesia
Vol 5
, No 2
(2026)
Latar belakang: Keterbatasan media pembelajaran digital yang interaktif membuat mahasiswa Kesehatan Lingkungan masih mengalami kesulitan dalam memahami proses pengolahan dan analisis data statistik, terutama dalam penggunaan perangkat lunak analisis data. Kondisi ini berdampak pada rendahnya tingkat kemandirian mahasiswa dalam menyelesaikan tugas akademik yang berbasis data. Tujuan: Kegiatan pengabdian masyarakat ini bertujuan memperkenalkan media pembelajaran digital berupa e-modul yang dilengk...
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Pendampingan Aktivitas Fisik bagi Anak Usia Dini untuk Mencegah Sedenteri
Dhuha, Ahad Agafian
; Yogaswara, Andre
; Muhibbi, Muhammad
; Widodo, Agung
; Abubakar, Sayid Fariz Bin Seh
; Firdaus, Mohammad Fajar
Jurnal Inovasi dan Pengabdian Masyarakat Indonesia
Vol 5
, No 2
(2026)
Latar belakang: Tingginya durasi screen time dan rendahnya aktivitas fisik anak usia dini mengakibatkan berbagai penyakit dan gangguan perkembangan motorik pada anak. Kurangnya aktivitas fisik berpengaruh terhadap keterlambatan gerak seperti berjalan dan keterlambatan bicara. Pemberian handphone dalam jangka waktu lama dan kurangnya stimulus oleh keluarga merupakan salah satu penyebab utama terjadinya berbagai gangguan kesehatan dan perkembangan pada anak. Kurangnya aktivitas fisik, tingginya a...
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Pengembangan Kemampuan Kepemimpinan pada Pengurus Persyarikatan Melalui Kegiatan ‘Outbound’
Jurnal Inovasi dan Pengabdian Masyarakat Indonesia
Vol 5
, No 2
(2026)
Latar belakang: Permasalahan yang hampir ada di setiap kepengurusan Muhammadiyah dan Aisyiyah, baik cabang maupun ranting, adalah kurangnya semangat anggota pengurus dalam kegiatan organisasi. Hal tersebut tercermin dari persentase kehadiran rapat-rapat pengurus PCM dan PCA Tambak yang masih berkisar 10-15 persen. Tujuan: Untuk mengembangkan kepemimpinan pengurus cabang dan ranting Muhammadiyah dan Aisyiyah, sehingga berdampak pada partisipasi anggota dalam menjalankan program-programnya. Metod...
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Factors Influencing Cesarean Section (CS) Deliveries In Indonesia (DHS Program Analysis)
VISIKES
Vol 25
, No 1
(2026)
There are numerous potential issues that might arise during birth, leading to morbidity and even death for both mothers and fetuses. Indonesia's 2020 Maternal Mortality Rate (MMR) was 189 fatalities for every 100,000 live births. Cesarean section (CS) is one maternal care intervention that has a strong correlation with maternal and fetal morbidity and mortality. The DHS Program particularly for Indonesia, also known as the SDKI (Indonesian Demographic Health Survey), provided the secondary data...
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Spatial and Epidemiological Analysis of Tuberculosis Case Distribution and Determinants of Treatment Success in the Working Area of Rowosari Community Health Center (2024-2025)
Fitriana, Amelia Putri
; Lavinia, Bela
; Nabila, Farida Putri
; Prastina, Mona
; Arani, Azka
; Asfawi, Supriyono
VISIKES
Vol 25
, No 1
(2026)
Tuberculosis (TB) remains a significant global public health challenge. This study aims to analyze the distribution of TB cases based on the dimensions of time, region, age, gender, and the evaluation of treatment success at Puskesmas Rowosari for the period 2024–2025. The research method uses a quantitative descriptive design with a secondary data study approach from the health center information system. The results show a decrease in case notifications from 134 (2024) to 100 (up to November 20...
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Overview of Public Safety Center (PSC) 119 Call Patterns in Semarang City in 2024 as a Basis for Strengthening the Emergency Response System
Ramadhani, Salma Aulia
; Febriyanti, Anisya Ayu
; Agung Nugroho, Muhammad Farhan
; Tunggal Djaja, Melinda Valerie
; Nurhayati Loleh, Jevita Sri
; Wulandari, Respati
; Zaini, Ahmad
; Wardana, Wisnu
; Anggraini, Ira
; Handayani, Rustiyana Wuri
VISIKES
Vol 25
, No 1
(2026)
The Public Safety Center (PSC) 119 service is an integrated emergency medical system that plays a crucial role in Indonesia's pre-hospital healthcare system. The demand pattern for PSC-119 services can be influenced by various factors, including weather conditions and community mobility. In Semarang City, no research has described the weekly trends of PSC-119 calls based on case types and their relationship with weather parameters. This study aims to describe the weekly trend patterns of PSC-119...
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Overview and Risk Factors of Hypertension in Students at SMPN 35 Semarang
Mulia Nugroho, Muhammad Raffa
; Aldina, Azhar Tegar
; Aulya, Dwi Natasya Rahma
; Rubinem, Rubinem
; Muthoharoh, Nor Amalia
VISIKES
Vol 25
, No 1
(2026)
Hypertension is one of the main risk factors for cardiovascular disease, which has long been associated with adulthood, but in recent years it has been increasingly found in adolescents. This condition is a major concern because hypertension in adolescents is often asymptomatic and has the potential to continue into adulthood. This study aims to describe the incidence of hypertension and its risk factors at SMPN 35 Semarang. This study aims to describe the prevalence of hypertension and its risk...
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Distribution Of Diarrhea Disease In Gunungpati Public Health Center, Semarang City, 2022-2024
Naffisa, Salma Bening
; Reswanda, Rania
; Febriana, Deva Nur
; Taryusri, Amelia
; Aqila, Fadia Hilmi
; Kautsar, Muhammad Zidan
; Mubarokah, Kismi
; Rahmawati, Nur Syahidah
; Widyaningrum, Destya Sari
; Profita, Helmy Grace
VISIKES
Vol 25
, No 1
(2026)
Diarrhea Still become problem health important communities, especially in developing countries . Research this aim for describe distribution disease diarrhea in the work area Community Health Center Gunungpati, Semarang City, in 2022–2024. Research This use design descriptive quantitative with utilize secondary data sources from report surveillance diarrhea, System Information Health Center, and profile health. All case recorded diarrhea during period study made into subject study with total sam...
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Knowledge and Breast Self-Examination Practice Among Health and Non-Health University Students
Rahmansyah, M Badzlul
; Hermawan, Farhan Aqil Putra
; Nurhidayati, Nurhidayati
; Lestari, Rizka Vidya
; Afifah, Hanan
VISIKES
Vol 25
, No 1
(2026)
Breast cancer remains the most prevalent malignancy in Mataram City, with many cases diagnosed at advanced stages due to inadequate early screening. This study aims to analyze the relationship between breast cancer knowledge and Breast Self-Examination (BSE/SADARI) practice among health and non-health university students in Mataram. An observational analytic quantitative design with a cross-sectional approach was utilized. Data were collected from 256 female students across multiple universities...
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