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Menampilkan 1–10 dari 63 artikel
Evaluating Civil Servant Selection through Machine Learning Analysis of National Insight, General Intelligence, and Personal Characteristics Test Scores
This study analyzes the score distribution of 2,490 candidates in the 2024 Ministry of Finance Public sector recruitment, focusing on the CNI, GIT, and PCT sections using machine learning classification. Models used include Logistic Regression (accuracy 0.7897), Random Forest (0.9779), and XGBoost (0.9809), all trained with default parameters (n_estimators=100, max_depth=None) and evaluated using accuracy, precision, recall, and F1-score. While ensemble models outperformed Logistic Regression, t...
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Design of IoT-Based Fire Monitoring Using Flame and Smoke Sensors (Dlimas Village)
Khusni, Mukhamad Iqbal
; Suasana, Iman Saufik
; Kurniawan, Dendy
; Khusni, Mukhamad Iqbal
; Suasana, Iman Saufik
; Kurniawan, Dendy
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 2
(2026)
Design and Development of Fire Monitoring System Based on Internet of Things Using Flame Sensor and Smoke Sensor (Case Study at Balai Desa Dlimas). Fire is a disaster that can cause significant losses in both material and human life. Early fire detection is crucial to minimize the potential impact. Balai Desa Dlimas, located in Banyuputih District, Batang Regency, currently lacks an adequate fire detection and monitoring system. Therefore, this study aims to design and implement a fire monitorin...
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Ontology-Based Recommender Systems for E-Learning and Multimedia: A Systematic Literature Review Across Domains
Indonesian Journal of Instructional Media and Model
Vol 7
, No 2
(2025)
The rapid expansion of digital content across various sectors has led to an overwhelming influx of data, highlighting the need for advanced recommendation systems. Traditional methods such as Collaborative Filtering (CF) and Content-Based Filtering (CBF) face limitations like data sparsity and the Cold Start problem, which affect the accuracy of recommendations. This study explores the use of ontologies in enhancing recommendation systems, aiming to overcome these challenges by providing a seman...
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Review Article: Manajemen Terapi Farmakologi dan Non Farmakologi pada Pasien Hipertensi
Artini, Putu Wina Widya
; Rosita, Melia Eka
; Purba, Kristina Mahdalena
; Giban, Natalia
; Kobak, Yosua Yahuli
Kunir: Jurnal Farmasi Indonesia
Vol 3
, No 2
(2025)
Hipertensi ialah kondisi dimana terjadi peningkatan tekanan darah secara kronis (dalam kurun waktu yang lama) yang dapat menyebabkan kesakitan pada seseorang dan bahkan menyebabkan kematian. Seseorang dapat disebut hipertensi jika di dapatkan tekanan darah sistolik > 140 mmHg dan diastolik > 90 mmHg (Yeyeh, 2010). Tekanan darah yang terlalu tinggi dapat menyebabkan penyakit degeneratif seperti retinopati, penebalan dinding jantung, kerusakan ginjal, jantung koroner, pecahnya pembuluh darah...
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PENGGUNAAN JASA PERBANKAN SYARIAH SEBAGAI UPAYA MENINGKATKAN SHARIAH FINANCIAL INCLUSION (STUDI PADA MAHASISWA UNIVERSITAS MUHAMMADIYAH MAKASSAR): Studi Pada Mahasiswa Universitas Muhammadiyah Makassar
EBISNIS : JURNAL ILMIAH EKONOMI DAN BISNIS
Vol 18
, No 2
(2025)
This study aims to describe how the use of Islamic banking services contributes to enhancing shariah financial inclusion among students of Universitas Muhammadiyah Makassar. The research employed a qualitative descriptive approach involving eight student informants from various faculties selected through purposive sampling. Data were collected through in-depth interviews, non-participant observations, and documentation during May-July 2025. Data analysis followed the stages of reduction, present...
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GROOMING DAN KINERJA FRONT OFFICE DALAM MEMBENTUK PERSEPSI TAMU TERHADAP PROFESIONALITAS HOTEL GRAND PURI SARON
Anggraini, Fera Dhian
; Berliana, Na'umi
; Anggraini, Fera Dhian
; Berliana, Na'umi
; Suardana, I Ketut
Mabha Jurnal
Vol 6
, No 2
(2025)
Grooming adalah bagian dari upaya perawatan diri yang dilakukan untuk menjaga penampilan, kebersihan, dan kerapian tubuh agar terlihat menarik dan profesional di lingkungan kerja. Penelitian ini bertujuan untuk memahami standar grooming dan kinerja karyawan Departemen Front Office yang berperan dalam membentuk persepsi tamu terhadap profesionalitas Hotel Grand Puri Saron Yogyakarta. Penelitian ini difokuskan untuk menggali makna penampilan profesional, sikap pelayanan, dan interaksi karyawan den...
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Dampak Ovecrowded Terhadap Pemenuhan Hak Pelayanan Kesehatan Narapidana Berpenyakit Menular di Lembaga Kelas II B Tanjung Balai Asahan
Jurnal Penelitian Serambi Hukum
Vol 19
, No 01
(2025)
Overcrowding or overcapacity in correctional institutions is a serious problem that directly impacts the fulfilment of prisoners' basic rights, particularly their right to health care. The Tanjung Balai Asahan Class IIB Correctional Institution currently houses 1,127 prisoners, exceeding its official capacity of 707. This situation creates obstacles in the implementation of health care policies, especially for prisoners suffering from infectious diseases such as HIV/AIDS, tuberculosis, hepatitis...
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Empowerment of Persons with Disabilities with Blind Jatabek through Tuina Chuzhen Massage Therapy Training
Japaries, Willie
; Wijono Sukaputra Agussalim
; Hedi Suanto Tjong
; Metta Sari
; Erni Chrisilia Suhendry
; Aditya Prabowo Audisapta
; Ony Susita
; Adrianus Suyadi, S.J.
; Anastasia S.P
; Dian Susanti
; Sutrisno
; R.M. Alfian
Indonesian Journal of Empowerment and Community Service
Vol 6
, No 2
(2025)
ABSTRACT
Background: People with disabilities, especially the blind, are members of society who have limited vision. Therefore, they require specific methods to learn certain skills to earn a living. One such skill suitable for the blind is massage therapy, which can be learned without relying on sight, but relying on the sense of touch. Purpose: This paper aims to describe the experience of training blind people to perform a special massage treatment called Tuina Chuzhen. Methods: The experienc...
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Transformer-Augmented Deep Learning Ensemble for Multi-Modal Neuroimaging-Based Diagnosis of Amyotrophic Lateral Sclerosis
Asuai, Clive
; Andrew, Mayor
; Arinomor, Ayigbe Prince
; Ogheneochuko, Daniel Ezekiel
; Joseph-Brown, Aghoghovia Agajere
; Merit, Ighere
; Collins, Atumah
Journal of Computing Theories and Applications
Vol 3
, No 2
(2025)
Amyotrophic Lateral Sclerosis (ALS) is a progressive neurodegenerative disorder that presents significant diagnostic challenges due to its heterogeneous clinical manifestations and symptom overlap with other neurological conditions. Early and accurate diagnosis is critical for initiating timely interventions and improving patient outcomes. Traditional diagnostic approaches rely heavily on clinical expertise and manual interpretation of neuroimaging data, such as structural MRI, Diffusion Tensor...
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PELATIHAN KESEHATAN TENTANG PENTINGNYA AKTIVITAS FISIK DILAKUKAN OLEH REMAJA
Empowerment Journal
Vol 5
, No 2
(2025)
The importance of physical activity for health is a major concern in efforts to improve the quality of life of the community, including among adolescents. However, students' level of awareness and understanding regarding the benefits of physical activity still needs to be improved. This community service activity aims to provide health training to high school students to enhance their understanding of the importance of physical activity. The method used is health training, which includes educati...
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