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All Journal Prosiding Seminar Nasional Sisfotek (Sistem Informasi dan Teknologi Informasi) Aurelia: Jurnal Penelitian dan Pengabdian Masyarakat Indonesia
Nuradha, Nuradha
Unknown Affiliation
Humanities Computer Science & IT Education Law, Crime, Criminology & Criminal Justice Social Sciences

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Penerapan Algoritma C4.5 dalam Mengidentifikasi Karakteristik Pasien Beresiko Diabetes Nuradha, Nuradha; Andi riski ramadani; Hazriani, Hazriani; Yuyun, Yuyun
Prosiding SISFOTEK Vol 7 No 1 (2023): SISFOTEK VII 2023
Publisher : Ikatan Ahli Informatika Indonesia

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Abstract

Diabetes Mellitus is a disease characterized by an increase in glucose as well as an abnormal rise in blood sugar concentration due to insulin deficiency. The International Diabetes Federation (IDF) reports that in 2021, approximately 540 million people worldwide were affected by diabetes, and this number is expected to increase further if the general public's lack of awareness about symptoms that can trigger the diabetes disease continues. This research aims to implement the C4.5 algorithm in predicting diabetes mellitus based on acquired data. The amount of data used is 300 records, where 90% of the data serves as training data and the remaining 10% is test data. The data consists of 6 attributes: age, gender, hypertension, glucose, heart disease, and BMI (Body Mass Index). Based on Gain calculations, the Glucose attribute becomes the root of the decision tree. The tested data in this study achieved an accuracy rate of 77%, precision of 82%, and recall of 64%.
Islam and Culture (Ritual and Intuition) Darwis, Muhajir; Rahmawati, Suci; Ningrum, Evi Wulan; Afrawasih, Nisa; Nuradha, Nuradha; Agustian, Raihan; Syahrul, Syahrul
AURELIA: Jurnal Penelitian dan Pengabdian Masyarakat Indonesia Vol 3, No 2 (2024): July 2024
Publisher : CV. Rayyan Dwi Bharata

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57235/aurelia.v3i2.2811

Abstract

This article aims to discuss the complex relationship between Islam, culture, rituals, and intuition. The research is based on a literatue review. In the context of Islam, rituals and intuition play crucial roles in shaping the religious experience and cultural expression of Muslim communities. Islamic rituals are not only religious acts but also manifestations of traditional values and collective identity. On the other hand, intuitions allows individuals to approach religious truths personally, transcending the limits of rationality. In this article, we explore how rituals and intuition complement and enrich each other in the context of Islam, as well as the implications of this relationship for cultural and Muslim identity. Through this analysis, we hope to provide deeper insights into the religious and cultural life of Muslims and enrich intercultural relationships in society.
Co-Authors AA Sudharmawan, AA Afrawasih, Nisa Agustian, Raihan Andi riski ramadani Darwis, Muhajir Hazriani, Hazriani Ningrum, Evi Wulan Syahrul Syahrul Yuyun, Yuyun