AI-Supported Decision-Making in Educational Policy and Scientific Administration

This paper outlines how mathematical modeling and artificial intelligence can be used to support scientific administration and educational policy-making. By supplementing the algorithmic capabilities of AI and analytical capabilities of quantitative models, the research facilitates better strategic planning, performance evaluation, and resource management. The proposed approach promotes data-driven, open, and responsive management practices. The article also touches on urgent issues such as model interpretability, ethics, and human-AI collaboration. It underscores the need for responsible innovation to bring about good governance and sustainable development of science and education institutions.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-03
DOI
https://doi.org/10.5281/zenodo.17256653
Primary Topic
Clay minerals and soil interactions
Type
article
Field-Weighted Citation Impact
0.00
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article

AI-Supported Decision-Making in Educational Policy and Scientific Administration

Zenodo (CERN European Organization for Nuclear Research)
Clay minerals and soil interactions
article

AI-Supported Decision-Making in Educational Policy and Scientific Administration

article en

Abstract

This paper outlines how mathematical modeling and artificial intelligence can be used to support scientific administration and educational policy-making. By supplementing the algorithmic capabilities of AI and analytical capabilities of quantitative models, the research facilitates better strategic planning, performance evaluation, and resource management. The proposed approach promotes data-driven, open, and responsive management practices. The article also touches on urgent issues such as model interpretability, ethics, and human-AI collaboration. It underscores the need for responsible innovation to bring about good governance and sustainable development of science and education institutions.

Zenodo (CERN European Organization for Nuclear Research)
Azerbaijan State University of Economics (AZ), Azerbaijan University (AZ)
Openalex Percentile: Top 55%
Clay minerals and soil interactions
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