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Website Balai Besar Meteorologi, Klimatologi, dan Geofisika (BBMKG) Wilayah IIIĀ  merupakan salah satu sarana yang digunakan BBMKG Wilayah III untuk melaksanakan kewajibannya dalam memberikan informasi meteorologi, klimatologi, kualitas udara, dan geofisika kepada masyarakat umum. Evaluasi website secara berkelanjutan perlu dilaksanakan dalam peningkatan kualitas website untuk memberikan pelayanan optimal kepada masyarakat. Salah satu metode evaluasi pengalaman pengguna yang bisa digunakan adalah Khofiyah, Salma Ngarifatul; Kuncoro, Adam Prayogo
Komputa : Jurnal Ilmiah Komputer dan Informatika Vol 14 No 1 (2025): Komputa : Jurnal Ilmiah Komputer dan Informatika
Publisher : Program Studi Teknik Informatika - Universitas Komputer Indonesia (UNIKOM)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34010/komputa.v14i1.14678

Abstract

Heart disease is one of the leading causes of death in the world, so early diagnosis is very important. This research develops a web-based heart prediction system using Random Forest algorithm and Streamlit framework. The dataset used consists of 299 samples with 13 attributes, taken from Kaggle. The research stages include data collection, pre-processing, SMOTE technique to handle data imbalance, modeling, evaluation, and system implementation. The resulting model showed 86.58% accuracy on the test data, demonstrating effective working practices in classifying heart disease risk. The system is designed with an interactive interface that makes it easy for users to analyze data and derive predictions. This research provides a technological solution that can assist medical personnel in making an initial diagnosis quickly and accurately, thus accelerating clinical decision-making.
Pendampingan e-Smart Early Warning untuk Peringatan Dini Banjir di Wisata Desa Karangsalam Lor Hermanto, Nandang; Subarkah, Pungkas; Riandini, Dini; Septiana Putri, Refida; Khofiyah, Salma Ngarifatul; Kusuma, Bagus Adhi; Arsi, Primandani
Jurnal Medika: Medika Vol. 4 No. 4 (2025)
Publisher : LPPM Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/0yyt8272

Abstract

The Juneng Mijil Community Self-Help Group (KSM) in Karangsalam Lor Village, Baturraden District, Banyumas Regency is a village tourism manager, one of which is Juneng Waterfall. The problem with the partners is that there is no technology used for early flood warning at the Juneng Waterfall and Twin Waterfall tourist sites, as well as low community literacy regarding early flood management. This activity aims to optimize the use of Android-based information technology and the Internet of Things (IoT) applied at Juneng Waterfall and Kembar Waterfall, through KSM Juneng Mijil in Karangsalam Lor Village. The implementation methods in this community service include the Pre-Implementation Stage, Implementation Stage, and Evaluation Stage. The results of the activity showed high enthusiasm among participants, as well as an increase in understanding and knowledge regarding the benefits, usage, and maintenance of the Internet of Things (IoT) and Android. This activity is important in the utilization of technology, particularly in optimal and safe flood warning systems for the community.