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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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Pengaruh Latihan Imagery dan Shootlock Terhadap Akurasi Tendangan Sepak Bola di SSB Persisac U-14
Jendela Olahraga
Vol 11
, No 01
(2026)
Penelitian ini bertujuan untuk menganalisis pengaruh penerapan latihan imagery dan penggunaan alat bantu shootlock terhadap peningkatan akurasi tendangan pada pemain sepak bola. Permasalahan dalam penelitian ini adalah rendahnya akurasi tendangan yang menyebabkan banyak peluang emas terbuang, serta kejenuhan pemain terhadap metode latihan yang monoton. Penelitian menggunakan pendekatan kuantitatif dengan desain pretest dan posttest. Subjek penelitian berjumlah 22 pemain yang seluruhnya diberikan...
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TRANSFORMASI STRATEGI PROMOSI DIGITAL UMKM MELALUI PELATIHAN FOTO PRODUK BERBASIS PRAKTIK MEDIA SOSIAL
Muafi, Siti Liza
; Asmiarti, Yufrida
; Kusumaningtyas, Nadya
; Rohman, Farkhan Nur
; Franscikal, Aditya
; Pamungkas, Yoma Bagus
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 6
, No 1
(2026)
Abstract
The development of social media has made visual content a crucial element in MSME promotional strategies. However, many MSME actors still face limitations in producing attractive product photographs that align with the characteristics of social media platforms. This Community Service Program (PKM) aimed to enhance the understanding and skills of MSME actors in Jomblang Subdistrict in product photography to support the optimization of digital promotion. The implementation method employed...
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Linguistic Grooming in Higher Education: A Forensic Discourse Analysis of Power, Manipulation, and Symbolic Control in Academic Relations
ETERNAL: English Teaching Journal
Vol 17
, No 1
(2026)
This study examines how language operates as a tool of manipulation in academic grooming within Indonesian higher education. Using a qualitative forensic-linguistic approach integrating Critical Discourse Analysis, Speech Act Theory, and Thematic Analysis, it analyses approximately 850 utterances from authentic lecturer–student communications, supplemented by interviews with six victims and one expert. The findings show that grooming unfolds through three interrelated linguistic mechanisms, affe...
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Implementing Odoo-Based ERP Sales and Inventory Modules (Case Study: UMKM Sirup Cap Manggis)
Heraditya, Nalendra Cahaya
; Yulianto, Nanda Bagus
; Faisal, Selamet Ahmad
; Supriyono, Supriyono
; Heraditya, Nalendra Cahaya
; Firmansyah, Tirta Wahyu
; Yulianto, Nanda Bagus
; Faisal, Selamet Ahmad
; Supriyono, Supriyono
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 2
(2026)
Usaha Mikro, Kecil, dan Menengah (UMKM) sering menghadapi tantangan dalam pengelolaan data operasional, khususnya pada aktivitas penjualan dan persediaan. UMKM Sirup Cap Manggis sebagai produsen minuman lokal masih mengandalkan pencatatan manual, yang sering menyebabkan ketidaksesuaian data stok, keterlambatan pelaporan, serta alur kerja yang kurang efisien. Kondisi tersebut menunjukkan perlunya sistem informasi terintegrasi yang mampu mendukung pengelolaan data secara akurat dan real-time. Pene...
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Comparative Analysis of Support Vector Machine and IndoBERT Algorithms in Stance Detection on Political Issues in Social Media X: A Case Study of BPI Danantara
Taniputra, Dhammananda
; Universitas Dinamika Bangsa
; Beny, Beny
; Universitas Dinamika Bangsa
; Lucia, Lidwina Demai
; Universitas Dinamika Bangsa
; Velysha, Rachel
; Universitas Dinamika Bangsa
Telematika
Vol 18
, No 2
(2026)
Stance detection is an NLP task aimed at identifying and classifying a writer’s attitude toward a topic as supportive, opposing, or neutral based on text analysis, providing deeper insights into public opinion and supporting data-driven decision-making. This study focuses on Indonesian society’s stance toward the National Investment Management Agency (BPI Danantara), which has received positive responses for its economic potential as well as negative reactions due to concerns over governance and...
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Analysis and Design Android Augmented Reality Platform (Bilingual) for the Preservation of Cirebon Glass Paintings
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2026)
This study analyzes and designs a bilingual Android Augmented Reality (AR) platform to support the digital preservation of Cirebon Glass Paintings. The development uses Unity and AR Core with a human-centered design approach. A total of 30 participants (n=30) evaluated usability and performance. 3D assets were produced using photogrammetry with an optimized polygon budget of ≤25,000 triangles per object. Model compression applied Draco and KTX2 to reduce memory load. Benchmark testing was conduc...
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Implementation of an Enterprise Resource Planning (ERP) System for Production Management and Raw Material Inventory in the Garment Industry
Syahwa Mutiara Putri
; Anita Rahmawati
; Alfina Chintya Bella
; Damar Aji Gurowo
; Supriyono Supriyono
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 1
(2026)
Industri garmen memiliki proses produksi yang kompleks dan ketergantungan tinggi terhadap ketersediaan bahan baku. Penggunaan sistem yang belum terintegrasi sering menimbulkan ketidaksesuaian data persediaan, keterlambatan produksi, dan keterbatasan dukungan dalam pengambilan keputusan manajerial. Kondisi tersebut mendorong perlunya penerapan sistem informasi terintegrasi. Penelitian ini menganalisis penerapan Enterprise Resource Planning (ERP) yang terintegrasi dengan Material Requirements Plan...
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Analisis Rencana Kebijakan Pelibatan Ekspatriat pada Jajaran Direksi di PT. Garuda Indonesia
Raihani Khairunissa Barni
; Syarach Agusti Ekasuci
; Ayu Maulani
; Sabillah Azhari
; Tati
; Abdullah Qiqi Asmara
Public Service And Governance Journal
Vol 7
, No 1
(2026)
The policy of involving expatriates in the board of directors of State-Owned Enterprises (SOEs) has become a debated issue, particularly regarding its implications for corporate governance and national workforce interests. The main problem discussed in this article is how the policy of expatriate involvement in the board of directors of PT Garuda Indonesia is viewed from the perspective of Good Corporate Governance (GCG). This study aims to analyze the suitability of the policy with GCG principl...
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PENGEMBANGAN DESA WISATA KIRINGAN BERBASIS ECO EDUTOURISME
Abdi Teknoyasa
(2026)
Salah satu konsep desa wisata berbasis wisata alam, pendidikan, dan sejarah adalah desa wisata berbasis eco eduturisme. Perwujudan desa wisata kiringan eco-edutourism merupakan solusi untuk mewujudkan desa mandiri dan dapat memaksimalkan potensi sumber daya alam yang dimiliki dengan memberikan dampak edukasi bagi pengunjung. Konsep eco eduturisme dirasa sesuai dengan kondisi eksisting sebagai potensi yang akan dioptimalkan menjadi satu konsep desa wisata yang terintegrasi. Untuk mencapai kondisi...
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