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All Journal Jurnal Pendidikan Biologi Inteligensi : Jurnal Ilmu Pendidikan Jurnal Akademika Baiturrahim Jambi Aksioma Education Journal
Sari, Nila Kartika
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Agriculture, Biological Sciences & Forestry Biochemistry, Genetics & Molecular Biology Education Health Professions Languange, Linguistic, Communication & Media Mathematics Nursing Public Health Other

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Journal : Aksioma Education Journal

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Applicaton Of Mathematics In Big Data Analysis To Support Strategic Decision Munsarif, Muhammad; Walid, Abul; Sari, Nila Kartika
Aksioma Education Journal Vol. 1 No. 4 (2024): December-AEJ
Publisher : PT. Anagata Sembagi Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62872/tq97je41

Abstract

This study aims to investigate the application of mathematical models in big data Analysis and their impact on strategic decision making in various industrial sectors. Using a quantitative approach to the survey, data was collected from 190 respondents from the technology, finance, manufacturing and healthcare sectors. The results showed that the application of mathematical models, such as predictive algorithms and machine learning, contributed significantly to improving the quality of strategic decisions. The study also identified that variables such as human resource competence and technological infrastructure moderate the relationship between big data Analysis and effective decision-making. The technology and finance sectors have proven to benefit the most from the application of math-based big data Analytics, with benefits seen in improved market prediction, risk management, and operational optimization. The findings underscore the importance of integrating mathematical models in data analysis to support data-driven decision-making in the digital age.
Co-Authors Abul Walid Indrakurnawan, Machful Iza, Nikmatul Munsarif, Muhammad Permata Ika Hidayati Putri, Rona Sari Mahaji Qomariah, Ismi Nurul Sari, Rahma Della