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All Journal Ambidextrous : Journal of Innovation, Efficiency and Technology in Organization Akhlak: Jurnal Pendidikan Agama Islam Dan Filsafat
Ratu Aisyah
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Religion Humanities Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Economics, Econometrics & Finance Education Electrical & Electronics Engineering Social Sciences Other

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Iman dan Tauhid: Kunci Menuju Keselamatan Dunia dan Akhirat Melani Putri; Ratu Aisyah; Muhammad Zaki; Abdee Putra Wiguna; Wismanto Wismanto
Akhlak : Jurnal Pendidikan Agama Islam dan Filsafat Vol. 2 No. 1 (2025): Akhlak : Jurnal Pendidikan Agama Islam dan Filsafat
Publisher : Asosiasi Riset Ilmu Pendidikan Agama dan Filsafat Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61132/akhlak.v2i1.215

Abstract

Islam is a divine religion that contains the law of Allah سُبْحَانَهُ وَ تَعَالَى, the Lord of the universe. Islamic teachings are universal and intended for all creatures both on earth and in the sky. In addition, Islamic teachings are flexible (easily adapted) according to the development of the times. In the modern era like today, there are many conveniences that humans can feel as a result of the development of technology and information. This can have positive and negative impacts on human life. If humans cannot control their behavior in this modern life, humans can fall into the abyss of humiliation and disgrace. That is why religion plays a very important role in guiding humans, especially in this modern era. This study aims to discuss how Islam guarantees safety in life in the world and in the hereafter in the context of modern life. This discussion is intended to find out how humans should behave, in order to achieve safety in life not only in the world, but also safety in the hereafter. This study uses a literature study method, where researchers obtain data from library sources such as books, journals and other scientific publications. Data from these sources are then analyzed and concluded in order to obtain accurate data. The results of this study indicate that straight Faith and Tawhid are the keys to salvation in the world and the hereafter.
Transformasi Zakat: Digitalisasi dan Inovasi dalam Pengelolaan Zakat di Era Modern Ratu Aisyah; Melani Putri; Abdee putra wiguna; Muhammad Zaki; Wismanto Wismanto
Akhlak : Jurnal Pendidikan Agama Islam dan Filsafat Vol. 2 No. 1 (2025): Akhlak : Jurnal Pendidikan Agama Islam dan Filsafat
Publisher : Asosiasi Riset Ilmu Pendidikan Agama dan Filsafat Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61132/akhlak.v2i1.279

Abstract

Zakat, as one of the pillars of Islam, has great potential in supporting sustainable economic development, especially in the modern era which is characterized by technological advances and rapid social change. This research aims to explore the role of zakat in supporting sustainable economic development in the modern era, with a focus on its impact on reducing poverty and increasing community welfare. In this context a qualitative approach is used to analyze data from various sources, including case studies of zakat institutions, interviews with managers. zakat, and a review of related literature. Zakat not only functions as a tool for wealth redistribution, but can also be used to support entrepreneurship and small business development. Research results show that zakat has significant potential in improving community welfare, especially through funding entrepreneurship and small businesses. Digitalization of the zakat process has accelerated collection and distribution, increased transparency and accountability, and expanded the reach of zakat recipients. Zakat can be a vital instrument in achieving sustainable development goals. With collaboration between zakat institutions, the government and the private sector, zakat can have a greater positive impact in creating a just and sustainable society.
Implementation of Random Forest Algorithm to Determine Food Allergies Ratu Aisyah; Dede Brahma Arianto
Ambidextrous Journal of Innovation Efficiency and Technology in Organization Vol. 4 No. 02 (2026): Ambidextrous: Journal of Innovation, Efficiency and Technology in Organization
Publisher : Takaza Innovatix Labs Ltd.

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61536/ambidextrous.v4i02.496

Abstract

Food allergy diagnosis faces challenges due to symptom variation and delays in conventional testing. This study aims to classify food allergy types using the Random Forest algorithm on patient data including age, gender, food type, symptoms, and severity. A quantitative experimental design was implemented with a secondary dataset of 1,000 medical records as the population, divided through stratified sampling (train-test ratio 80:20). Data preprocessing included label encoding of categorical variables, followed by supervised classification analysis using Python scikit-learn. The results showed a model accuracy of 85%, precision of 84%, recall of 86%, and F1-score of 85%, indicating strong performance with a balanced error rate in the validation confusion matrix. In conclusion, Random Forest effectively supports the rapid identification of food allergies, potentially serving as a clinical decision-making tool with the need for larger prospective datasets.
Co-Authors Abdee Putra Wiguna Melani Putri Muhammad Zaki Wismanto Wismanto