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2026. Predictive GIS-Based Decision Support System for Forecasting Teacher Demand and Optimizing Educational Human Resource Allocation: A practical study to achieve the target profit for the distribution diversity of educational materials. AlKadhim Journal for Computer Science . 4, 2 (Jun. 2026), 29–46. DOI:https://doi.org/10.61710/e1f03589.