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Menampilkan 1–10 dari 147 artikel
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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Potential of butterfly pea (Clitoria ternatea) nanoherbal on spermatozoa quality in hyperglycemic rats
Hyperglycemia is a condition characterized by elevated blood glucose levels that induce free radical formation, leading to reduced spermatozoa quality. Butterfly pea (Clitoria ternatea) contains antioxidant compounds and is formulated as a nanoherbal to enhance bioavailability. This study aimed to evaluate the potential of butterfly pea nanoherbal in improving spermatozoa quality in hyperglycemic rats. This experimental study employed a post-test only control group design using 25 male Wistar ra...
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Performance Analysis of Ensemble Learning Models in Heart Failure Prediction: Random Forest, AdaBoost, and XGBoost
Beny, Beny
; Dinamika Bangsa University
; Yani, Herti
; Satya Wacana Christian University
; Yupu, Gangga Ramadhan Putra
; Dinamika Bangsa University
Telematika
Vol 19
, No 1
(2026)
Heart failure remains a major global health challenge, and early prediction is essential for improving patient outcomes. This study evaluates three ensemble learning methods, namely Random Forest, AdaBoost, and XGBoost, using the Heart Failure Prediction dataset containing 918 patient records from Kaggle. A quantitative experimental design was applied, including preprocessing with KNN imputation, model development, and evaluation using 10-Fold Cross Validation. Performance was assessed through a...
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A Graph-Augmented Isolation Forest Using Node2Vec and GraphSAGE for Mobile User Behavior Anomaly Detection
Amaka Patience Binitie
; Sunny Innocent Onyemenem
; Nneamaka Christiana Anujeonye
; Arnold Adimabua Ojugo
; Francesca Avwuru Egbokhare
; Tabitha Chukwudi Aghaunor
Journal of Computing Theories and Applications
Vol 3
, No 3
(2026)
This study presents a Graph-Augmented Isolation Forest (GAIF), an unsupervised anomaly-detection framework for analyzing mobile user behavior. The proposed framework represents users and behavioral attributes as a user–feature bipartite graph, enabling the capture of relational dependencies that are not explicitly modeled in conventional vector-based approaches. Low-dimensional user representations are learned through Node2Vec and Graph Sample and Aggregate (GraphSAGE), and the resulting embeddi...
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1 Sitasi
Indeks Pembangunan Gender Indonesia: Antara Peningkatan Angka dan Kesenjangan Substansial
Public Service And Governance Journal
Vol 7
, No 1
(2026)
The Gender Development Index (GDI) is a key indicator for assessing disparities in human development achievements between women and men. In recent years, Indonesia’s GDI has shown a consistent upward trend, reaching 91.85 in 2024. Nevertheless, this numerical improvement does not fully represent the achievement of substantive gender equality. This article aims to analyze the dynamics of Indonesia’s GDI by positioning it within a comparative Asian context and examining the substantive gaps that p...
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Implementasi Kebijakan Publik Berbasis Gender Melalui Program Sekolah Ramah Anak
Public Service And Governance Journal
Vol 7
, No 1
(2026)
This study aims to analyze the implementation of gender-based public policy through the Child-Friendly School Program at SDN 01 Bendosari, Plantungan District, Kendal Regency. This research employed a descriptive qualitative approach using in-depth interviews, observation, and documentation as data collection techniques. Data analysis was conducted using the public policy implementation model proposed by George C. Edwards III, which emphasizes four key variables: communication, resources, implem...
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Prediksi Aritmia pada Lansia mengunakan Linear Regression berdasarkan Data Ekg
Dinamik
Vol 31
, No 1
(2026)
This study aims to develop a predictive model using linear regression to identify potential arrhythmias in the elderly based on electrocardiogram (ECG) data. Data were collected through observations at healthcare facilities from elderly patients with indications of arrhythmia, then preprocessed such as cleaning, normalization, feature selection, and outlier checking were carried out. The features used include PR interval, QRS duration, QT interval, and heart rate. The dataset was divided into tr...
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KEMAMPUAN GURU MENYUSUN BAHAN AJAR KELAS X SMA NEGERI 1 WIROSARI KABUPATEN GROBOGAN
JISABDA: Jurnal Ilmiah Sastra dan Bahasa Daerah, serta Pengajarannya
Vol 6
, No 2
(2025)
This study contains the ability of teachers to prepare teaching materials for class X SMA Negeri 1 Wirosari. This study aims to describe how teachers prepare teaching materials according to the curriculum. With the formulation of the problem of how the Javanese language teacher's ability to compile teaching materials for class X SMA Negeri 1 Wirosari. This research uses a qualitative research method because the data is in the form of words, phrases and sentences, the source of the data used is t...
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Model Picture and Picture Berbasis Digital dalam Keterampilan Menulis Teks Deskriptif Siswa Kelas VII SMP Negeri 2 Longkib
Klitika: Jurnal Ilmiah Pendidikan Bahasa dan Sastra Indonesia
Vol 7
, No 2
(2025)
Penelitian ini bertujuan untuk mengkaji pengaruh model pembelajaran picture and picture berbasis digital terhadap keterampilan menulis teks deskripsi siswa kelas VII SMP Negeri 2 Longkib. Penelitian ini dilatarbelakangi oleh rendahnya kemampuan menulis teks deskripsi siswa, yang disebabkan oleh penggunaan model ceramah yang monoton dalam pembelajaran. Penelitian ini menggunakan desain kuasi-eksperimental dengan dua kelompok: kelas eksperimen menggunakan model gambar dan gambar berbasis digital d...
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Legenda ‘Telaga Pitu Sarinembah’ dan Relevansinya dalam Pembelajaran Bahasa Indonesia (Analisis Struktur dan Fungsi)
Klitika: Jurnal Ilmiah Pendidikan Bahasa dan Sastra Indonesia
Vol 7
, No 2
(2025)
Penelitian ini bertujuan untuk mendeskripsikan struktur, fungsi, dan relevansi legenda “Telaga Pitu Sarinembah” dengan pembelajaran Bahasa Indonesia di SMA Negeri 1 Longkib. Legenda ini tidak hanya menyampaikan bersifat hiburan atau mitis saja, tetapi memiliki fungsi yang mencerminkan sistem nilai masyarakat Karo yang menjunjung tinggi etika dan kearifan lokal dalam kehidupan bermasyarakat. Metode penelitian dilakukan dengan metode kualitatif yang mendeskripsikan struktur, fungsi, dan relevansi...
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