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PENERAPAN TEOREMA BAYES PADA SISTEM PAKAR DIAGNOSA GASTROINTESTINAL Wahyuni, Suci; Wiyandra, Yogi; Zain, Ruri Hartika; Kurnia, Hezy; Yenila, Firna
Journal of Information System Management (JOISM) Vol. 5 No. 2 (2024): Januari
Publisher : Universitas Amikom Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24076/joism.2024v5i2.1396

Abstract

Gastrointestinal merupakan penyakit yang disebabkan oleh permaslaahan pada bagian pencernaan yang memiliki fungsi yang tidak maksimal. Hal tersebut terjadi disebabkan karena proses penyerapan makanan dan nutrisi menjadi tidak seimbang. Sistem gastrointestinal melibatkan semua organ dalam dari mulut sampai anus. Pentingnya pemahaman tentang permasalahan gastrointestinal perlu disosialisasikan untuk memberikan edukasi kepada Masyarakat mengenai kondisi tersebut. Salah satu alasan dalam melakukan penelitian ini adalah memberikan informasi berbasis pengetahuan melalui aplikasi yang disampaikan oleh pakar dalam memberikan edukasi kepada Masyarakat mengenai gastrointestinal. Penelitian ini dilakukan dengan menggunakan aplikasi berbasis online berupa sistem pakar dengan mengusung metode teorema bayes yang mampu menghubungkan tingkat keyakinan user (prior) kepada keyakinan baru (posterior) setelah adanya suatu observasi baru (evidence) berdasarkan kemungkinan tertentu. Hasil penelitian ini terhadap ujicoba salah satu rule yang diberikan memberikan nilai keyakinan 32.04% sehingga pengujian tersebut memberikan nilai sesuai dengan ketentuan yang telah ditetapkan oleh pakar.
Smart Health Monitoring: Analisis Suhu Tubuh Dan Respirasi Menggunakan Kamera Termal Wahyuni, Suci; Yenila, Firna; Wiyandra, Yogi
Jurnal Sains Informatika Terapan Vol. 4 No. 3 (2025): Jurnal Sains Informatika Terapan (Oktober, 2025)
Publisher : Riset Sinergi Indonesia (RISINDO)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62357/jsit.v4i3.842

Abstract

The advancement of digital technology and artificial intelligence has opened vast opportunities for intelligent health monitoring systems that operate automatically, in real time, and without physical contact. This study aims to develop a system for detecting human body temperature and respiratory patterns using an infrared thermal camera based on digital image processing and machine learning. The research method involves thermal data acquisition on facial areas (forehead, nose, and mouth), image preprocessing using two-point temperature calibration and Gaussian filtering for noise reduction, and segmentation of the respiratory region using the adaptive thresholding method. Feature extraction is performed by analyzing temperature variations in the nose and mouth regions as thermal signals, which are converted into the frequency domain using the Fast Fourier Transform (FFT) algorithm to determine the respiration rate. Classification is carried out using the Support Vector Machine (SVM) algorithm to distinguish three physiological conditions: normal, fever, and respiratory disorder. The dataset consists of 550 thermal images, divided into 385 images (70%) for training and 165 images (30%) for testing. Experimental results show that the system achieves an accuracy of 98.32%, with an estimated forehead temperature of 145.23°C (a relative value from initial calibration) and a respiration rate of 6.6 bpm, indicating the subject’s condition as fever. This study demonstrates that the combination of thermal image processing, FFT algorithms, and SVM classification is effective for non-invasive, high-precision, and efficient health monitoring systems. The proposed system has the potential to support the development of the Internet of Medical Things (IoMT) for safe, accurate, and adaptive remote health monitoring in response to patients’ physiological changes
EDUKASI PENCEGAHAN PENYALAHGUNAAN NAPZA BAGI SISWA SMAN 4 KONAWE SELATAN Zubaydah, Wa Ode Sitti; Akib, Nur Illiyyin; Hasnawati, Hasnawati; Basri, Lade Aburifal; Amina, Amina; Azzahrah, Ana Aprilia; Rizki, Annisa; Sari, Annisa Purnama; Silondae, Andini Risky Khaerunnisa; Utami, Andi Rafita Ayu Risky; Wahyuni, Suci
BESIRU : Jurnal Pengabdian Masyarakat Vol. 3 No. 1 (2026): BESIRU : Jurnal Pengabdian Masyarakat, Januari 2026
Publisher : Lembaga Pendidikan dan Penelitian Manggala Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62335/besiru.v3i1.2260

Abstract

Drug abuse involving Narcotics, Psychotropics, and Other Addictive Substances (NAPZA) poses a serious threat to the physical and mental health as well as the future of young generations. Adolescents, as a vulnerable group, require systematic and sustainable educational interventions to enhance their knowledge and awareness of the risks and consequences of drug abuse. This community service activity aimed to improve students’ understanding of the types, risk factors, and impacts of NAPZA abuse through participatory health education. The implementation method consisted of preparation, inter-institutional collaboration, human resource readiness, and educational activities including pretest, material delivery through lectures and discussions, brief consultations, and posttest evaluation. The activity involved 35 students of SMAN 4 Konawe Selatan and was conducted by students of the Pharmacist Professional Education Program, Universitas Halu Oleo, in collaboration with the South Konawe District Health Office. The evaluation results demonstrated a significant improvement in students’ knowledge levels, with the proportion of students in the good knowledge category increasing from 42.86% before the intervention to 71.43% after the intervention, while the poor knowledge category decreased to 8.57%. These findings indicate that health education on NAPZA is effective in enhancing students’ knowledge and awareness of the dangers of drug abuse. This program is expected to serve as a sustainable collaboration model between educational institutions and health authorities in promoting preventive efforts against drug abuse among adolescents.
Peralihan Status Sertifikat Hak Pakai Barang Milik Daerah Menjadi Hak Guna Bangunan : Dalam Kasus Pemanfaatan Aset Mega Mall Kota Bengkulu Ramadhan, Maulana; Wahyuni, Suci; Putra, Egghy Seliyan; Rizqullah, Fadhlur; Fajri, Muhammad Raziqin
Jurnal Kajian Hukum dan Pendidikan Kewarganegaraan Vol. 2 No. 2 (2026): Januari - Maret
Publisher : GLOBAL SCIENTS PUBLISHER

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Management of regional assets is a crucial aspect of regional governance. Optimizing the utilization of regional assets is expected to increase regional revenues and support local economic development. One form of regional asset utilization is collaboration with the private sector in the development of commercial facilities. However, in practice, the utilization of regional assets often raises legal issues, particularly regarding changes in the status of land rights used in these collaborations. One such polemic case concerns the transfer of the land use rights certificate for land owned by the Bengkulu City Government, used for the construction of the Mega Mall, to a building use rights certificate by the management. This study aims to analyze the legal basis for this change in land rights status, themechanisms that should be followed according to statutory regulations, and the legal implications arising from this change in status for the management of regional assets. The research method used is a normative juridical method with a statutory, conceptual, and case-based approach. The results indicate that the change in the status of use rights to building rights on land owned by the regional government must be carried out through a clear legal mechanism and in accordance with agrarian law and regulations on the management of regional assets. If these changes are not made according to procedure, they could potentially result in losses for the local government and give rise to legal disputes between the local government and the management.