Setiawan, Derry
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EDUKASI HIPERTENSI DAN SENAM HIPERTENSI PADA MASYARAKAT DI KAMPUNG KADU Arzety, Mahda Aulia; Sari, Rina Puspita; Muyasaroh, Siti Sabilatul; Maulidya, Putri Intan; Setiawan, Derry
JCES (Journal of Character Education Society) Vol 8, No 1 (2025): Januari
Publisher : Universitas Muhammadiyah Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31764/jces.v8i1.28759

Abstract

Abstrak: Hipertensi, yang biasa dikenal tekanan darah tinggi, ditandai dengan peningkatan tekanan arteri yang berkelanjutan dari waktu ke waktu. WHO menetapkan tekanan darah 140/90 mmHg sebagai ambang batas atas normal, sedangkan tekanan darah yang sama dengan atau melebihi 160/95 mmHg diklasifikasikan selaku hipertensi, Tujuan melaksanakan senam hipertensi di kampung kadu lapangan porseka kecamatan curug itu adalah supaya masyarakat lebih memahami manfaat dari senam hipertensi bagi tubuh, Metode Kegiatan pengabdian kepada masyarakat dilakukan di kampung kadu lapangan porseka kecamatan curug, memiliki tiga tahapan yakni tahapan persiapan, tahapan pelaksanaan kegiatan pengabdian  masyarakat dan tahapan evaluasi yakni dengan mengisi pre-tes dan post-tes, Hasil Pengerjaan aktivitas pengabdian masyarakat dijalankan sesudah tahap persiapan survey yang sudah dijalankan sehingga pada tahap pelaksanaan kegiatan pemeriksaan tekanan darah dan senam hipertensi bisa berjalan dengan lancar bahwa masyarakat lebih memahami penyakit hipertensi dari apa yang sudah di jelaskan  dan senam hipertensi yang sudah diajarkan, Kesimpulan Kegiatan pengabdian kepada masyarakat ini berjalan dengan baik masyarakat yang sangat kooperatif dan berperanaktif pada aktivitas pengabdian masyarakat ini sehingga kegiatan ini memberikan hasil yang sangat positif sehingga masyarakat lebih memahami penyakit hipertensi, gejala, atau pun penyebab terjadinya hipertensi.Abstract:  Hypertension, commonly called high blood pressure, is characterized by a sustained increase in arterial pressure over time. WHO determines blood pressure of 140/90 mmHg as the upper limit of normal, while blood pressure equal to or exceeding 160/95 mmHg is classified as hypertension. The aim of carrying out hypertension exercises in Kadu Field Porseka village, Curug sub-district is so that people better understand the benefits of exercise. hypertension for the body, the method of community service activities carried out in Kadu Field Porseka village, Curug sub-district, has three stages, namely the preparation stage, the implementation stage of community service activities and the evaluation stage, namely by filling out pre-test and post-test, the results of the implementation of community service activities are carried out after the survey preparation stage that has been carried out so that at the implementation stage of the blood pressure checking and hypertension exercise activities can run smoothly so that the community understands hypertension better than what has been explained and the exercise hypertension that has been taught, Conclusion: This community service activity went well, the community was very cooperative and played an active role in this community service activity so that this activity gave very positive results so that people better understand hypertension, the symptoms, or causes of hypertension.
Strengthening the Supervision Authority of Election Socialization through Collaboration Between KPU, Bawaslu, and Regional Governments Setiawan, Derry; Sejati, Hono; Zaini, Naya Amin
Cognitionis Civitatis et Politicae Vol. 1 No. 5 (2024)
Publisher : Yayasan Adra Karima Hubbi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70177/politicae.v1i5.1638

Abstract

The background of this study focuses on the challenges faced by the Election Supervisory Body (Bawaslu) in supervising election socialization, including limitations in human resources, insufficient funding, and inadequate infrastructure. Effective supervision of election socialization is crucial for ensuring voter awareness, understanding their rights and responsibilities, and fostering public participation in the electoral process. The aim of this study is to strengthen Bawaslu's supervisory authority through a collaborative approach involving the General Election Commission (KPU) and regional governments. Collaboration among these institutions is expected to address challenges and enhance the effectiveness of election socialization efforts. This study employs a qualitative research method to analyze existing collaborative practices and identify strategies for improving Bawaslu's authority and performance in supervising election socialization in Indonesia. The results indicate that collaborative efforts can create better synergy between Bawaslu, KPU, and regional governments, leading to improved supervision quality and increased public engagement in the electoral process. In conclusion, collaboration is a key strategy for addressing resource limitations and ensuring effective election socialization supervision. Strengthening Bawaslu's authority requires continuous support and engagement from all stakeholders.
An XGBoost-Driven Intelligent Classification Model for Textile Product Quality Eligibility: A Case Study at PT ABC Textile Handayani, Yuni; Setiawan, Derry; Hidayat, Taufik; Waluyo, Tri Muji
Techno.Com Vol. 25 No. 1 (2026): February 2026
Publisher : LPPM Universitas Dian Nuswantoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62411/tc.v25i1.15447

Abstract

Product quality is a critical aspect of the textile industry because it determines whether a product meets the company’s quality standards. This study develops a product eligibility classification model using the XGBoost algorithm to support the Quality Control (QC) process at PT ABC Textile. The novelty of this research lies in positioning XGBoost as an interpretability-driven decision-support tool by integrating real QC inspection data, feature importance and SHAP-based interpretability analysis, and stratified 5-fold cross-validation to support practical QC decision-making. The dataset consists of 500 samples manually labeled based on the company’s quality criteria and includes four technical features: Yarn Strength, Knitting Density, Color, and Defect Level. Data preprocessing involved data cleaning, label transformation, and MinMaxScaler normalization. Model performance was evaluated using stratified 5-fold cross-validation to ensure robust and unbiased assessment. The experimental results demonstrate stable and high classification performance across all folds, with strong class-wise precision, recall, and F1-score values. Confusion matrix analysis indicates that the model performs particularly well in identifying Non-Eligible products, which is critical for minimizing quality risks in industrial applications. Overall, the proposed approach demonstrates that XGBoost can effectively support textile quality control as an interpretable and reliable decision-support system. Future work may explore dataset expansion and cost-sensitive learning to further enhance industrial applicability. Keywords – XGBoost; Classification; Textile Products, Quality Control, Data Mining