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Інформація × Реєстраційний номер 2123U006691, Матеріали видань та локальних репозитаріїв Категорія Препринт Назва роботи Development of a predictive model for sales forecasting of perishable food products Автор Dmytryshyn Marta Дата публікації 01-01-2023 Постачальник інформації Український католицький університет Першоджерело https://hdl.handle.net/20.500.14570/4811 Видання Опис The food retail industry faces significant challenges in managing perishable prod- ucts to meet customer demand while minimizing waste. This thesis aims to inves- tigate the use of sales forecasting models to improve the accuracy of demand pre- dictions in grocery stores and ultimately reduce food waste. We consider the main factors affecting sales and thoroughly analyze the historical sales data from a se- lected grocery store. The data is preprocessed to handle outliers, missing values, and seasonality. Different sales forecasting models are implemented and compared accuracy metrics. The results demonstrate the effectiveness of specific sales forecast- ing models in capturing demand patterns and improving the accuracy of predictions in the grocery store field. Додано в НРАТ 2025-05-09 Закрити