{"id":28160,"date":"2025-08-10T06:35:23","date_gmt":"2025-08-10T06:35:23","guid":{"rendered":"https:\/\/eru.edu.eg\/?p=28160"},"modified":"2025-08-10T06:36:52","modified_gmt":"2025-08-10T06:36:52","slug":"faculty-of-management-at-egyptian-russian-university-prepares-graduates-for-future-jobs-photos","status":"publish","type":"post","link":"https:\/\/eru.edu.eg\/ar\/faculty-of-management-at-egyptian-russian-university-prepares-graduates-for-future-jobs-photos\/","title":{"rendered":"\u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0628\u0627\u0644\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0631\u0648\u0633\u064a\u0629 \u0627\u0644\u0645\u0635\u0631\u064a\u0629 \u062a\u0642\u062f\u0645 \u062e\u0631\u064a\u062c\u064a\u0646 \u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644"},"content":{"rendered":"
\n\t\t\t\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

\u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0628\u0627\u0644\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0631\u0648\u0633\u064a\u0629 \u0627\u0644\u0645\u0635\u0631\u064a\u0629 \u062a\u0642\u062f\u0645 \u062e\u0631\u064a\u062c\u064a\u0646 \u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

\u0623\u0639\u0644\u0646 \u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u0634\u0631\u064a\u0641 \u0641\u062e\u0631\u0649 \u0645\u062d\u0645\u062f \u0639\u0628\u062f\u0627\u0644\u0646\u0628\u0649\u060c \u0631\u0626\u064a\u0633 \u0627\u0644\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0635\u0631\u064a\u0629 \u0627\u0644\u0631\u0648\u0633\u064a\u0629\u060c \u0623\u0646 \"\u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0625\u0642\u062a\u0635\u0627\u062f \u0648\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0623\u0639\u0645\u0627\u0644\" \u0628\u0627\u0644\u062c\u0627\u0645\u0639\u0629\u060c \u0646\u0638\u0645\u062a \u0625\u062d\u062a\u0641\u0627\u0644\u064a\u0629 \u0639\u0644\u0645\u064a\u0629 \u0645\u062a\u0645\u064a\u0632\u0629 \u0628\u0645\u0646\u0627\u0633\u0628\u0629 \u0645\u0646\u0627\u0642\u0634\u0629 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u062e\u0631\u062c\u060c \u0648\u0627\u0644\u062a\u0649 \u0634\u0647\u062f\u062a \u0647\u0630\u0627 \u0627\u0644\u0639\u0627\u0645 \u062d\u062f\u062b\u064a\u0646 \u0628\u0627\u0631\u0632\u064a\u0646 \u0647\u0645\u0627: \"\u062a\u062e\u0631\u064a\u062c \u0623\u0648\u0644 \u062f\u0641\u0639\u0629 \u0645\u0646 \u0628\u0631\u0646\u0627\u0645\u062c \u0639\u0644\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u0639\u0645\u0627\u0644\"Business Analytics\"\u060c \u0648\u062a\u062e\u0631\u064a\u062c \u0627\u0644\u062f\u0641\u0639\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629 \u0645\u0646 \u0628\u0631\u0646\u0627\u0645\u062c \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0625\u062f\u0627\u0631\u064a\u0629\"MIS .. \u0645\u0634\u064a\u0631\u0627\u064b \u0623\u0646\u0647 \u062a\u0645 \u0645\u0646\u0627\u0642\u0634\u0629 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u062e\u0631\u062c \u0644\u0637\u0644\u0627\u0628 \u062a\u0644\u0643 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u062e\u0644\u0627\u0644 \u0627\u0644\u0625\u062d\u062a\u0641\u0627\u0644\u064a\u0629 \u0628\u062f\u0639\u0645 \u0645\u0646 \u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u0645\u062d\u0645\u062f \u0643\u0645\u0627\u0644 \u0645\u0635\u0637\u0641\u0649 \u0631\u0626\u064a\u0633 \u0645\u062c\u0644\u0633 \u0623\u0645\u0646\u0627\u0621 \u0627\u0644\u062c\u0627\u0645\u0639\u0629.<\/p>

\u00a0\u00a0\u00a0\u00a0 \u0641\u0649 \u0630\u0627\u062a \u0627\u0644\u0633\u064a\u0627\u0642\u060c \u0623\u0643\u062f\u062a \u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0629 \u0627\u0644\u0637\u0627\u0647\u0631\u0647 \u0627\u0644\u0633\u064a\u062f \u062d\u0645\u064a\u0647\u060c \u0639\u0645\u064a\u062f \u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0625\u0642\u062a\u0635\u0627\u062f \u0648\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0628\u0627\u0644\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0635\u0631\u064a\u0629 \u0627\u0644\u0631\u0648\u0633\u064a\u0629\u060c \u0623\u0646\u0647 \u0627\u0646\u0637\u0644\u0627\u0642\u0627\u064b \u0645\u0646 \u062d\u0631\u0635 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0643\u0644\u064a\u0629 \u0639\u0644\u0649 \u062a\u0648\u062c\u064a\u0647 \u062c\u0647\u0648\u062f \u0627\u0644\u0637\u0644\u0627\u0628 \u0644\u062e\u062f\u0645\u0629 \u0642\u0636\u0627\u064a\u0627 \u0627\u0644\u062a\u0646\u0645\u064a\u0629 \u0627\u0644\u0648\u0637\u0646\u064a\u0629\u060c \u062c\u0627\u0621\u062a \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u062e\u0631\u062c \u0644\u0647\u0630\u0627 \u0627\u0644\u0639\u0627\u0645 \u0645\u0633\u062a\u0644\u0647\u0645\u0629 \u0645\u0646 \u0623\u0647\u062f\u0627\u0641 \u0648\u0645\u062d\u0627\u0648\u0631 \"\u0631\u0624\u064a\u0629 \u0645\u0635\u0631 2030\"\u061b \u0644\u062a\u062c\u0633\u062f \u0625\u0644\u062a\u0632\u0627\u0645 \u0627\u0644\u0637\u0644\u0627\u0628 \u0628\u062f\u0648\u0631\u0647\u0645 \u0641\u0649 \u062f\u0639\u0645 \u0645\u0633\u064a\u0631\u0629 \u0627\u0644\u062a\u062d\u0648\u0644 \u0627\u0644\u0631\u0642\u0645\u0649 \u0648\u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u062a\u0646\u0645\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062f\u0627\u0645\u0629.. \u0645\u0646\u0648\u0647\u0629\u064b \u0623\u0646 \u062c\u0645\u064a\u0639 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0643\u0644\u064a\u0629 \u062a\u062f\u0639\u0645 \u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 \u0630\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0648\u062e\u0635\u0648\u0635\u0627\u064b \u0648\u0638\u0627\u0626\u0641 \u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0625\u0635\u0637\u0646\u0627\u0639\u0649 \u0648\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0623\u0639\u0645\u0627\u0644.<\/p>

\u00a0\u00a0\u00a0\u00a0 \u0623\u0648\u0636\u062d\u062a \u0639\u0645\u064a\u062f \u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0625\u0642\u062a\u0635\u0627\u062f \u0648\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0628\u0627\u0644\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0635\u0631\u064a\u0629 \u0627\u0644\u0631\u0648\u0633\u064a\u0629\u060c \u0623\u0646 \u0644\u062c\u0646\u0629 \u0645\u0646\u0627\u0642\u0634\u0629 \u0645\u0634\u0627\u0631\u064a\u0639 \u062a\u062e\u0631\u062c \u0628\u0631\u0646\u0627\u0645\u062c \u0639\u0644\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \"\u0627\u0644\u062f\u0641\u0639\u0629 \u0627\u0644\u0623\u0648\u0644\u0649\" \u062a\u0643\u0648\u0646\u062a \u0645\u0646: \"\u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0629 \u0631\u0648\u064a\u062f\u0627 \u0639\u0644\u0649 \u0645\u062f\u0631\u0633 \u0627\u0644\u0627\u062d\u0635\u0627\u0621 \u0628\u0642\u0633\u0645 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0628\u0627\u0644\u0643\u0644\u064a\u0629\u060c \u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0629 \u0623\u0633\u0645\u0627\u0621 \u0641\u0648\u0632\u0649 \u0645\u062f\u0631\u0633 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u0649 \u0628\u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0628\u0627\u062a \u0648\u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062c\u0627\u0645\u0639\u0629 \u0645\u0635\u0631 \u0644\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u064a\u0629\u060c \u0648\u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u064a\u0627\u0633\u0631 \u0635\u0644\u0627\u062d \u0627\u0644\u062f\u064a\u0646 \u0645\u062f\u0631\u0633 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u0649 \u0628\u0643\u0644\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0628\u0627\u062a \u0648\u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0627\u0644\u0633\u0627\u062f\u0627\u062a \u0644\u0644\u0639\u0644\u0648\u0645 \u0627\u0644\u0627\u062f\u0627\u0631\u064a\u0629\"\u060c \u0648\u062c\u0627\u0621 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u0623\u0648\u0644 \u0628\u0639\u0646\u0648\u0627\u0646: \"\u0627\u0644\u062a\u0633\u0639\u064a\u0631 \u0627\u0644\u0644\u062d\u0638\u0649 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u0649 : \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0644\u0644\u062a\u0646\u0628\u0624 \u0627\u0644\u0641\u0648\u0631\u0649 \u0648\u0627\u0644\u062a\u0633\u0639\u064a\u0631 \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u0649 \u0641\u0649 \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629\"\u060c \"Pricing in a Blink: Leveraging Machine Learning for Real-Time Forecasting and Dynamic Pricing in E-Commerce\"<\/p>

\u060c \u0648\u064a\u0642\u062f\u0651\u0645 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0646\u0638\u0627\u0645\u064b\u0627 \u0630\u0643\u064a\u064b\u0627 \u0644\u0644\u062a\u0633\u0639\u064a\u0631 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u0649 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u0648\u0632\u064a\u0639 \u0641\u0649 \u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0645\u0646 \u0646\u0648\u0639 \"B2B\" \u0641\u0649 \u0645\u0635\u0631\u060c \u0648\u0625\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0641\u0631\u064a\u0642 \u0628\u064a\u0627\u0646\u0627\u062a \u0641\u0639\u0644\u064a\u0629 \u0648\u0646\u0645\u0627\u0630\u062c \u062a\u0646\u0628\u0624\u064a\u0629 \u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062b\u0644: CatBoost\" \u0648XGBoost \".<\/p>

\u00a0<\/p>

\u00a0\u00a0\u00a0\u00a0 \u0623\u0634\u0627\u0631\u062a \u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0629 \u0627\u0644\u0637\u0627\u0647\u0631\u0647 \u0627\u0644\u0633\u064a\u062f \u062d\u0645\u064a\u0647\u060c \u0623\u0646\u0647 \u062a\u0645 \u062f\u0645\u062c \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0645\u0639 \u0646\u0645\u0648\u0630\u062c \u0628\u0631\u0645\u062c\u0629 \u062e\u0637\u064a\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0643\u0645\u064a\u0627\u062a \u0627\u0644\u0645\u062b\u0644\u0649\u060c \u0648\u062a\u0645 \u062a\u0637\u0628\u064a\u0642\"MILP\"\u061b \u0644\u062a\u062d\u062f\u064a\u062b \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627\u061b \u0645\u0645\u0627 \u0623\u062f\u0649 \u0625\u0644\u0649 \u0625\u0646\u062e\u0641\u0627\u0636 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0623\u0633\u0628\u0648\u0639\u064a\u0629 \u0628\u0646\u0633\u0628\u0629 6.04\u066a \u0648\u0631\u0641\u0639 \u0627\u0644\u0623\u0631\u0628\u0627\u062d \u0628\u0646\u0633\u0628\u0629 3.4% \u0641\u0649 \u0623\u0633\u0628\u0648\u0639 \u0648\u0627\u062d\u062f\u060c \u0648\u0643\u0627\u0646\u062a \u0627\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629: Mage.ai \u0644\u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u0649 \u0648\u0645\u062a\u0627\u0628\u0639\u0629 \u0627\u0644\u0623\u062f\u0627\u0621\u060c \u0648\u0642\u062f\u0645 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u0637\u0644\u0627\u0628: \"\u0633\u0627\u0646\u062f\u0631\u0648 \u0633\u0627\u0645\u062d \u0628\u0634\u0631\u0649\u060c \u062a\u0642\u0649 \u0627\u0644\u0633\u064a\u062f \u0639\u0628\u062f\u0627\u0644\u0633\u062a\u0627\u0631\u060c \u062c\u0646\u0647 \u0627\u0644\u0644\u0647 \u0635\u0627\u0644\u062d \u0623\u0628\u0648 \u0627\u0644\u0639\u0637\u0627\u060c \u0648\u0631\u0648\u0636\u0629 \u0639\u0645\u0627\u062f \u0623\u062d\u0645\u062f\"\u060c \u0648\u0627\u0644\u0625\u0634\u0631\u0627\u0641:\"\u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0629 \u0631\u0648\u064a\u062f\u0627 \u0639\u0644\u0649\u060c \u0648 \u0645.\u0645 \u0639\u0627\u0645\u0631 \u0625\u0628\u0631\u0627\u0647\u064a\u0645\".<\/p>

\u00a0\u00a0\u00a0\u00a0 \u0644\u0641\u062a\u062a \u0639\u0645\u064a\u062f \u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0625\u0642\u062a\u0635\u0627\u062f \u0648\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0628\u0627\u0644\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0635\u0631\u064a\u0629 \u0627\u0644\u0631\u0648\u0633\u064a\u0629\u060c \u0623\u0646 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u062b\u0627\u0646\u0649: \u062a\u062d\u0644\u064a\u0644 \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0639\u0648\u0627\u0626\u062f \u0627\u0644\u064a\u0648\u0645\u064a\u0629\"From Code to Coin: Data Science in Cryptocurrency Analysis\"\u060c \u0648\u064a\u0633\u0639\u0649 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0625\u0644\u0649 \u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u0633\u062a\u062b\u0645\u0631\u064a\u0646 \u0641\u0649 \u0625\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u062f\u0642\u064a\u0642\u0629\u060c \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0639\u0648\u0627\u0626\u062f \u0645\u0624\u0634\u0631 Coinbase 50 \u0644\u0644\u064a\u0648\u0645 \u0627\u0644\u062a\u0627\u0644\u0649\u060c \u0648\u0627\u0639\u062a\u0645\u062f \u0627\u0644\u0641\u0631\u064a\u0642 \u0639\u0644\u0649 \u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0625\u0642\u062a\u0635\u0627\u062f\u064a\u0629 \u0639\u0627\u0644\u0645\u064a\u0629 \u0645\u062b\u0644 \u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0646\u0641\u0637 \u0648\u0627\u0644\u0630\u0647\u0628\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0645\u0624\u0634\u0631\u0649\"S&P500 \u0648Nasdaq\"\u060c \u0645\u0639 \u062a\u0637\u0628\u064a\u0642 \u0646\u0645\u0627\u0630\u062c: \"XGBoost \u0648LightGBM\"\u061b \u0644\u062a\u062d\u0642\u064a\u0642 \u0623\u0641\u0636\u0644 \u062f\u0642\u0629.. \u0645\u0648\u0636\u062d\u0629\u064b \u0623\u0646 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0643\u0627\u0646 \u0645\u0646 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0637\u0644\u0627\u0628: \"\u0645\u0631\u064a\u0645 \u0639\u0628\u062f\u0627\u0644\u062d\u0645\u064a\u062f \u0645\u062d\u0645\u0648\u062f\u060c \u0646\u0648\u0631\u0627\u0646 \u0639\u0645\u0631\u0648 \u0645\u062d\u0645\u062f\u060c \u0628\u0631\u0628\u0627\u0631\u0647 \u0631\u0648\u0645\u0627\u0646\u0649 \u0644\u0637\u0641\u0649\u060c \u0648\u0631\u064a\u0645 \u0625\u0628\u0631\u0627\u0647\u064a\u0645 \u0645\u062d\u0645\u0648\u062f\"\u060c \u0648\u0627\u0644\u0625\u0634\u0631\u0627\u0641: \"\u062f. \u0631\u0648\u064a\u062f\u0627 \u0639\u0644\u0649\u060c \u0648\u0645.\u0645. \u0639\u0627\u0645\u0631 \u0625\u0628\u0631\u0627\u0647\u064a\u0645\".<\/p>

\u00a0\u00a0\u00a0\u00a0 \u0642\u0627\u0644\u062a \u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0629 \u0627\u0644\u0637\u0627\u0647\u0631\u0647 \u0627\u0644\u0633\u064a\u062f \u062d\u0645\u064a\u0647\u060c \u0623\u0646 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u062b\u0627\u0644\u062b \u0647\u0648: \u0646\u0638\u0627\u0645 \u0630\u0643\u0649 \u0644\u0625\u0643\u062a\u0634\u0627\u0641 \u0646\u0639\u0627\u0633 \u0627\u0644\u0633\u0627\u0626\u0642 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \"Driver Drowsiness Detection Using Machine Learning: Enhancing Driver Safety\"\u060c \u0648\u0637\u0648\u0631 \u0627\u0644\u0641\u0631\u064a\u0642 \u0646\u0638\u0627\u0645\u064b\u0627 \u064a\u0631\u0627\u0642\u0628 \u0627\u0644\u0633\u0627\u0626\u0642 \u0641\u0649 \u0627\u0644\u0632\u0645\u0646 \u0627\u0644\u062d\u0642\u064a\u0642\u0649 \u0628\u0625\u0633\u062a\u062e\u062f\u0627\u0645 \u0643\u0627\u0645\u064a\u0631\u0627 \u0641\u0642\u0637\u061b \u0644\u0631\u0635\u062f \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0625\u0631\u0647\u0627\u0642 \u0645\u062b\u0644 \u0625\u063a\u0644\u0627\u0642 \u0627\u0644\u0639\u064a\u0646\u064a\u0646\u060c \u0648\u0636\u0639 \u0627\u0644\u0631\u0623\u0633\u060c \u0648\u0627\u0644\u062a\u062b\u0627\u0624\u0628\u060c \u0648\u0625\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u062a\u0642\u0646\u064a\u0627\u062a \"CNN\" \u0648\u0646\u0633\u0628\u0629 \u0623\u0628\u0639\u0627\u062f \u0627\u0644\u0639\u064a\u0646 \"EAR\"\u061b \u0644\u062a\u0646\u0628\u064a\u0647 \u0627\u0644\u0633\u0627\u0626\u0642 \u0641\u0648\u0631\u064b\u0627 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0644\u0623\u062c\u0647\u0632\u0629 \u062a\u064f\u0644\u0628\u0633\u061b \u0645\u0645\u0627 \u064a\u0633\u0647\u0645 \u0641\u0649 \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0633\u0644\u0627\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0637\u0631\u0642\u060c \u0648\u0643\u0627\u0646 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0645\u0646 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0637\u0644\u0627\u0628: \"\u0632\u0647\u0631\u0627\u0621 \u0639\u0628\u062f\u0627\u0644\u062d\u0644\u064a\u0645 \u062c\u0627\u0628\u0631\u060c \u0645\u064a\u0646\u0627 \u062b\u0627\u0628\u062a \u0646\u0639\u064a\u0645\u060c \u0645\u062d\u0645\u062f \u0648\u0627\u0626\u0644 \u0645\u062d\u0645\u0648\u062f\u060c \u0648\u0641\u0631\u064a\u062f\u0629 \u0639\u0628\u062f\u0627\u0644\u0644\u0647 \u0639\u0628\u062f\u0627\u0644\u062d\u0645\u064a\u062f\" \u0648\u062a\u062d\u062a \u0625\u0634\u0631\u0627\u0641: \"\u062f. \u0631\u0648\u064a\u062f\u0627 \u0639\u0644\u0649\u060c \u0645.\u0645. \u0639\u0627\u0645\u0631 \u0625\u0628\u0631\u0627\u0647\u064a\u0645\".<\/p>

\u00a0\u00a0\u00a0\u00a0 \u0646\u0648\u0647\u062a \u0639\u0645\u064a\u062f \u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0625\u0642\u062a\u0635\u0627\u062f \u0648\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0628\u0627\u0644\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0635\u0631\u064a\u0629 \u0627\u0644\u0631\u0648\u0633\u064a\u0629\u060c \u0623\u0646 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u0631\u0627\u0628\u0639 \u0647\u0648: \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0627\u0644\u0645\u0632\u064a\u0651\u0641\u0629 \u0641\u0649 \u0627\u0644\u0631\u064a\u0627\u0636\u0629 \u0628\u0625\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0625\u0635\u0637\u0646\u0627\u0639\u0649 \"Fake News Detection for Sports Using AI Techniques\"\u060c \u0648\u064a\u0631\u0643\u0632 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0639\u0644\u0649 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0629\u060c \u062e\u0635\u0648\u0635\u064b\u0627 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0646\u062a\u0642\u0627\u0644\u0627\u062a \u0627\u0644\u0644\u0627\u0639\u0628\u064a\u0646\u060c \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0648\u0625\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0641\u0631\u064a\u0642 \u062a\u0642\u0646\u064a\u0627\u062a \u062d\u062f\u064a\u062b\u0629 \u0645\u062b\u0644 \u0646\u0645\u0648\u0630\u062c \"BERT\" \u0648\u0646\u0645\u0648\u0630\u062c \"Gemini LLM\"\u061b \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0648\u062a\u0642\u062f\u064a\u0645 \u0646\u062a\u0627\u0626\u062c \u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u062a\u0641\u0633\u064a\u0631 \u0645\u0646\u0637\u0642\u0649 \u0648\u0645\u0635\u0627\u062f\u0631 \u062e\u0627\u0631\u062c\u064a\u0629\u060c \u0645\u0627 \u064a\u0639\u0632\u0632 \u0645\u0635\u062f\u0627\u0642\u064a\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u0648\u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0645\u0646 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0637\u0644\u0627\u0628: \"\u0645\u062d\u0645\u062f \u0639\u0627\u0637\u0641 \u0645\u062d\u0645\u0648\u062f\u060c \u0628\u0633\u0646\u062a \u0623\u062d\u0645\u062f \u0633\u0639\u062f\u060c \u0639\u0644\u0649 \u0645\u062d\u0645\u062f \u062c\u0645\u0627\u0644\u060c \u0648\u0627\u0644\u0633\u064a\u062f \u0645\u062d\u0645\u062f \u0645\u0647\u0627\u0628\u0647\"\u060c \u0648\u0627\u0644\u0625\u0634\u0631\u0627\u0641 \u0645\u0646 \"\u062f. \u0631\u0648\u064a\u062f\u0627 \u0639\u0644\u0649\u060c \u0648\u0645.\u0645 \u0639\u0627\u0645\u0631 \u0625\u0628\u0631\u0627\u0647\u064a\u0645\".<\/p>

\u00a0\u00a0\u00a0\u00a0 \u0643\u0634\u0641\u062a \u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0629 \u0627\u0644\u0637\u0627\u0647\u0631\u0647 \u0627\u0644\u0633\u064a\u062f \u062d\u0645\u064a\u0647\u060c \u0623\u0646 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u062e\u0627\u0645\u0633 \u0628\u0639\u0646\u0648\u0627\u0646: \u0646\u0638\u0627\u0645 \u062a\u0648\u0635\u064a\u0629 \u0630\u0643\u0649 \u064a\u0648\u062c\u0651\u0647 \u0627\u0644\u0645\u0631\u0636\u0649 \u0625\u0644\u0649 \u0627\u0644\u062a\u062e\u0635\u0635 \u0627\u0644\u0637\u0628\u0649 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0623\u0639\u0631\u0627\u0636\"A Recommendation System Leveraging Artificial Intelligence to Mitigate Healthcare Risk\"\u060c \u064a\u0639\u0627\u0644\u062c \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0645\u0634\u0643\u0644\u0629 \u0634\u0627\u0626\u0639\u0629 \u0641\u0649 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0629\u060c \u0648\u0647\u0649 \u0635\u0639\u0648\u0628\u0629 \u0625\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u062a\u062e\u0635\u0635 \u0627\u0644\u0637\u0628\u0649 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0648\u0635\u0641 \u0627\u0644\u0623\u0639\u0631\u0627\u0636\u060c \u0648\u0625\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0644\u062a\u062d\u0644\u064a\u0644 \u0648\u0635\u0641 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0648\u062a\u0648\u062c\u064a\u0647\u0647 \u0625\u0644\u0649 \u0627\u0644\u062a\u062e\u0635\u0635 \u0627\u0644\u0635\u062d\u064a\u062d \u0628\u0625\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \"RAG \u0648Na\u00efve Bayes \u0648Random Forest\"\u060c \u0648\u0627\u0644\u0646\u0638\u0627\u0645 \u064a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0639\u0628\u0631 Streamlit \u0644\u062f\u0639\u0645 \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631 \u0645\u0628\u062f\u0626\u0649 \u0622\u0645\u0646 \u0644\u0644\u0645\u0631\u0636\u0649\u060c \u0648\u0646\u0641\u0630 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u0637\u0644\u0627\u0628: \"\u0639\u0628\u062f\u0627\u0644\u0631\u062d\u0645\u0646 \u0645\u062d\u0645\u062f \u0633\u064a\u062f\u060c \u0645\u0631\u064a\u0645 \u0645\u062d\u0645\u062f \u0625\u0628\u0631\u0627\u0647\u064a\u0645\u060c \u0648\u0633\u0627\u0645 \u0645\u062d\u0645\u062f \u0639\u0628\u062f\u0627\u0644\u0635\u0628\u0648\u0631\u060c \u0639\u0645\u0631\u0648 \u0623\u064a\u0645\u0646 \u0639\u0628\u062f\u0627\u0644\u0639\u0632\u064a\u0632\u060c \u0648\u0639\u0628\u062f\u0627\u0644\u0644\u0647 \u0645\u062d\u0645\u062f \u062e\u0644\u0627\u0641\"\u060c \u0648\u0625\u0634\u0631\u0627\u0641 \u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0629 \u0623\u0633\u0645\u0627\u0621 \u0641\u0648\u0632\u0649\u060c \u0648\u0645.\u0645 \u0634\u0627\u062f\u0649 \u0639\u0628\u062f \u0627\u0644\u0645\u0646\u0639\u0645\".<\/p>

\u00a0\u00a0\u00a0\u00a0 \u0646\u0648\u0647\u062a \u0639\u0645\u064a\u062f \u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0625\u0642\u062a\u0635\u0627\u062f \u0648\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0628\u0627\u0644\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0635\u0631\u064a\u0629 \u0627\u0644\u0631\u0648\u0633\u064a\u0629\u060c \u0623\u0646 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u0633\u0627\u062f\u0633 \u0647\u0648: \u062a\u0639\u0632\u064a\u0632 \u0625\u062f\u0627\u0631\u0629 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0645\u0627\u0644\u0649 \u0628\u0625\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0625\u0635\u0637\u0646\u0627\u0639\u0649 \"Optimizing Financial Security Risk Management Using Artificial Intelligence Techniques\"\u060c \u0648\u064a\u0633\u062a\u0647\u062f\u0641 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u062a\u062d\u0633\u064a\u0646 \u062f\u0642\u0629 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0625\u062d\u062a\u064a\u0627\u0644 \u0641\u0649 \u0628\u0637\u0627\u0642\u0627\u062a \u0627\u0644\u0627\u0626\u062a\u0645\u0627\u0646\u060c \u062e\u0627\u0635\u0629 \u0641\u0649 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0646\u0627\u062f\u0631\u0629\u060c \u0648\u0625\u0639\u062a\u0645\u062f \u0627\u0644\u0641\u0631\u064a\u0642 \u0639\u0644\u0649 \u062a\u0642\u0646\u064a\u0629 CTGAN \u0644\u062a\u0648\u0644\u064a\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u0644\u0645\u0648\u0627\u0632\u0646\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062f\u0645\u062c \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a LSTM \u0648Autoencoders\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629 \u0628\u0625\u0633\u062a\u062e\u062f\u0627\u0645 \"LLMs \u0648RAG\"\u060c \u0648\u062d\u0642\u0642 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u062a\u062d\u0633\u064a\u0646\u064b\u0627 \u0645\u0644\u062d\u0648\u0638\u064b\u0627 \u0641\u0649 \u062f\u0642\u0629 \u0648\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0635\u0646\u064a\u0641\u060c \u0648\u0646\u0641\u0630 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u0637\u0644\u0627\u0628: \"\u0639\u0628\u062f\u0627\u0644\u0631\u062d\u0645\u0646 \u0645\u062d\u0645\u0648\u062f \u0623\u062d\u0645\u062f\u060c \u062c\u0646\u0647 \u0627\u0644\u0644\u0647 \u0623\u0633\u0639\u062f \u0639\u0628\u062f\u0627\u0644\u0644\u0647\u060c \u0639\u0644\u0649 \u0645\u062d\u0645\u062f \u0639\u0644\u0649 \u0641\u0647\u064a\u0645\u060c \u0648\u0623\u062d\u0645\u062f \u062e\u0627\u0644\u062f \u0639\u0628\u062f\u0627\u0644\u0641\u062a\u0627\u062d\"\u060c \u0648\u0643\u0627\u0646 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u062a\u062d\u062a \u0625\u0634\u0631\u0627\u0641 \"\u062f. \u0623\u0633\u0645\u0627\u0621 \u0641\u0648\u0632\u0649\u060c \u0648\u0645.\u0645 \u0634\u0627\u062f\u0649 \u0639\u0628\u062f \u0627\u0644\u0645\u0646\u0639\u0645\".<\/p>

\u00a0\u00a0\u00a0\u00a0 \u0641\u0649 \u0633\u064a\u0627\u0642 \u0622\u062e\u0631\u060c \u0623\u0636\u0627\u0641\u062a \u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0629 \u0627\u0644\u0637\u0627\u0647\u0631\u0647 \u0627\u0644\u0633\u064a\u062f \u062d\u0645\u064a\u0647\u060c \u0623\u0646 \u0645\u0634\u0627\u0631\u064a\u0639 \u062a\u062e\u0631\u062c \u0628\u0631\u0646\u0627\u0645\u062c \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0625\u062f\u0627\u0631\u064a\u0629\u060c \u062a\u0645 \u0645\u0646\u0627\u0642\u0634\u062a\u0647\u0645 \u0645\u0646 \u0644\u062c\u0646\u0629 \u0645\u0643\u0648\u0646\u0629 \u0645\u0646: \"\u0623.\u0645.\u062f. \u0645\u062d\u0645\u062f \u0639\u0628\u062f \u0627\u0644\u0633\u0644\u0627\u0645\u060c \u062f.\u063a\u0627\u062f\u0629 \u0646\u0628\u064a\u0644\u060c \u062f. \u0623\u0633\u0645\u0627\u0621 \u0641\u0648\u0632\u0649\u060c \u0648\u062f. \u0631\u064a\u0647\u0627\u0645 \u0639\u0628\u062f \u0627\u0644\u0644\u0647\"\u060c \u0648\u062c\u0627\u0621 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u0623\u0648\u0644 \u0628\u0639\u0646\u0648\u0627\u0646: \" Health Care Information System (HCIS)\"\u060c \u0648\u0647\u0648 \u0646\u0638\u0627\u0645 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \"HCIS\" \u062a\u062d\u062a \u0625\u0634\u0631\u0627\u0641: \"\u062f. \u063a\u0627\u062f\u0629 \u0646\u0628\u064a\u0644 \u0647\u0627\u0634\u0645 \u0648\u0627\u0644\u0645\u0634\u0631\u0641 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0623\u0648\u0644\u060c \u062f. \u0631\u064a\u0647\u0627\u0645 \u0639\u0628\u062f \u0627\u0644\u0644\u0647 \u0639\u0628\u062f \u0627\u0644\u0645\u0646\u0639\u0645 \u0648\u0627\u0644\u0645\u0634\u0631\u0641 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062b\u0627\u0646\u0649 \u0648\u0623.\u0639\u0628\u062f \u0627\u0644\u0641\u062a\u0627\u062d \u0623\u064a\u0645\u0646\"\u060c \u062d\u064a\u062b \u0642\u0627\u0645 \u0643\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u0637\u0644\u0627\u0628: \"\u0623\u062d\u0645\u062f \u0645\u062d\u0645\u062f \u062d\u0644\u0645\u0649\u060c \u0623\u062f\u0647\u0645 \u0639\u0644\u0627\u0621 \u0639\u0645\u0631\u060c \u0631\u0636\u0648\u0649 \u0634\u064a\u0631\u064a\u0646 \u0645\u062d\u0645\u062f\u060c \u0644\u0645\u0649 \u0631\u0627\u0645\u0649 \u0645\u062d\u0645\u062f\u060c \u0648\u0639\u0644\u0627\u0621 \u0646\u0628\u064a\u0644 \u062d\u0633\u064a\u0646\"\u061b \u0628\u0625\u0646\u0634\u0627\u0621 \u0646\u0638\u0627\u0645 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u064a\u0639\u0632\u0632 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0641\u0648\u0631\u0649 \u0628\u064a\u0646 \u0627\u0644\u0623\u0637\u0628\u0627\u0621 \u0648\u0627\u0644\u0635\u064a\u0627\u062f\u0644\u0629 \u0648\u0648\u0645\u0639\u0627\u0645\u0644 \u0627\u0644\u062a\u062d\u0627\u0644\u064a\u0644\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u062a\u0623\u062e\u064a\u0631\u0627\u062a \u0648\u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0641\u0649 \u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0645\u0631\u0636\u0649\u060c \u0648\u062a\u0634\u0645\u0644 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u0648\u0635\u0641\u0627\u062a \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0641\u062d\u0648\u0635\u0627\u062a \u0627\u0644\u0645\u062e\u0628\u0631\u064a\u0629 \u0648\u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0645\u0631\u0636\u0649 \u0645\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0633\u062c\u0644\u0627\u062a\u0647\u0645 \u0627\u0644\u0637\u0628\u064a\u0629\u060c \u0648\u0635\u064f\u0645\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0644\u0645\u0633\u062a\u0634\u0641\u064a\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629\u060c \u062d\u064a\u062b \u064a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u062a\u0643\u0644\u0641\u0629 \u0645\u0646\u062e\u0641\u0636\u0629 \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0644\u0644\u062a\u0648\u0633\u0639\u060c \u0648\u064a\u062d\u0633\u0646 HCIS \u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0639\u0645\u0644 \u0648\u064a\u0632\u064a\u062f \u0645\u0646 \u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0636\u0649 \u0648\u064a\u0646\u0633\u0642 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629\u060c \u0645\u062a\u0648\u0627\u0641\u0642\u064b\u0627 \u0645\u0639 \u0631\u0624\u064a\u0629 \u0645\u0635\u0631 2030 \u0644\u0644\u062a\u062d\u0648\u0644 \u0627\u0644\u0631\u0642\u0645\u0649 \u0641\u0649 \u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0635\u062d\u0649\u060c \u0648\u0628\u064f\u0646\u0649 \u0627\u0644\u0646\u0638\u0627\u0645 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \"HTML \u0648CSS \u0648JavaScript \u0648PHP \u0648MySQL\"\".<\/p>

\u00a0\u00a0\u00a0\u00a0 \u0642\u0627\u0644\u062a \u0639\u0645\u064a\u062f \u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0625\u0642\u062a\u0635\u0627\u062f \u0648\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0628\u0627\u0644\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0635\u0631\u064a\u0629 \u0627\u0644\u0631\u0648\u0633\u064a\u0629\u060c \u0623\u0646 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u062b\u0627\u0646\u0649 \u0628\u0639\u0646\u0648\u0627\u0646: \"E-Parking System for Egypt International Exhibition Center\"\u060c \u0648\u0647\u0648 \u0646\u0638\u0627\u0645 \u0627\u0644\u0631\u0643\u0646 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u0649 \u0628\u0645\u0631\u0643\u0632 \u0645\u0635\u0631 \u0627\u0644\u062f\u0648\u0644\u0649 \u0644\u0644\u0645\u0639\u0627\u0631\u0636\u060c \u0648\u0643\u0627\u0646 \u062a\u062d\u062a \u0625\u0634\u0631\u0627\u0641: \"\u062f. \u063a\u0627\u062f\u0629 \u0646\u0628\u064a\u0644 \u0647\u0627\u0634\u0645 \u0648\u0627\u0644\u0645\u0634\u0631\u0641 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0623\u0648\u0644\u060c \u062f. \u0631\u064a\u0647\u0627\u0645 \u0639\u0628\u062f \u0627\u0644\u0644\u0647 \u0639\u0628\u062f \u0627\u0644\u0645\u0646\u0639\u0645 \u0648\u0627\u0644\u0645\u0634\u0631\u0641 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062b\u0627\u0646\u0649\u060c \u0648\u0623. \u0635\u0641\u0627\u0621 \u0639\u062f\u0644\u0627\u0646\"\u060c \u0642\u0627\u0645 \u0643\u0644\u0627\u064b \u0645\u0646: \"\u0628\u0648\u0644\u0627 \u0633\u0627\u0645\u0649 \u0641\u064a\u0644\u064a\u0628\u060c \u0639\u0644\u0627 \u0623\u064a\u0645\u0646 \u0645\u062d\u0645\u062f\u060c \u0645\u0647\u0646\u062f \u0623\u0645\u062c\u062f \u0645\u0648\u0633\u0649\u060c \u0648\u064a\u0648\u0633\u0641 \u0623\u0634\u0631\u0641 \u062c\u0648\u0631\u062c\"\u061b \u0628\u0625\u0646\u0634\u0627\u0621 \u062a\u0637\u0628\u064a\u0642\u064b \u0644\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629 \u0648\u0645\u0648\u0642\u0639 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u0649 \u0644\u062d\u062c\u0632 \u0631\u0643\u0646\u0629 \u0644\u0644\u0633\u064a\u0627\u0631\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0641\u0649 \u0645\u0631\u0643\u0632 \u0645\u0635\u0631 \u0627\u0644\u062f\u0648\u0644\u0649 \u0644\u0644\u0645\u0639\u0627\u0631\u0636 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u0641\u0639\u0627\u0644\u064a\u0627\u062a \u0627\u0644\u0643\u0628\u0631\u0649\u061b \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0648\u0635\u0648\u064b\u0644\u0627\u064f \u0633\u0644\u0633\u0627 \u064b\u0648\u062e\u0627\u0644\u064a\u064b\u0627 \u0645\u0646 \u0627\u0644\u0645\u062a\u0627\u0639\u0628\u060c \u0648\u064a\u0633\u0627\u0647\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0641\u0649 \u062a\u062c\u0631\u0628\u0629 \u062d\u0636\u0631\u064a\u0629 \u0623\u0643\u062b\u0631 \u062a\u0646\u0638\u064a\u0645\u0627\u064b \u0648\u0633\u0647\u0648\u0644\u0629 \u0648\u0635\u062f\u064a\u0642\u0629 \u0644\u0644\u0628\u064a\u0626\u0629.<\/p>

\u00a0\u00a0\u00a0\u00a0 \u0623\u0634\u0627\u0631\u062a \u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0629 \u0627\u0644\u0637\u0627\u0647\u0631\u0647 \u0627\u0644\u0633\u064a\u062f \u062d\u0645\u064a\u0647\u060c \u0623\u0646 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u062b\u0627\u0644\u062b \u0643\u0627\u0646 \u0628\u0639\u0646\u0648\u0627\u0646: \"Mobile Application for Electronics Store with Accessibility Support for the Disabled\" \u0648\u0647\u0648 \u062a\u0637\u0628\u064a\u0642 \u062c\u0648\u0651\u0627\u0644 \u0644\u0645\u062a\u062c\u0631 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0627\u062a \u0645\u0639 \u062f\u0639\u0645 \u0627\u0644\u0648\u0635\u0648\u0644 \u0644\u0630\u0648\u0649 \u0627\u0644\u0625\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u062a\u062d\u062a \u0625\u0634\u0631\u0627\u0641: \"\u062f. \u063a\u0627\u062f\u0629 \u0646\u0628\u064a\u0644 \u0647\u0627\u0634\u0645 \u0648\u0627\u0644\u0645\u0634\u0631\u0641 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0623\u0648\u0644\u060c \u062f. \u0631\u064a\u0647\u0627\u0645 \u0639\u0628\u062f \u0627\u0644\u0644\u0647 \u0639\u0628\u062f \u0627\u0644\u0645\u0646\u0639\u0645 \u0648\u0627\u0644\u0645\u0634\u0631\u0641 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062b\u0627\u0646\u0649\u060c \u0648\u0645\u0646\u0649 \u062c\u0645\u0639\u0647\"\u061b \u062d\u064a\u062b \u0642\u0627\u0645 \u0627\u0644\u0637\u0644\u0627\u0628 \u064a\u0633\u0649 \u0645\u0648\u0631\u064a\u0633 \u062a\u0648\u0641\u064a\u0642\u060c \u062f\u064a\u0641\u064a\u062f \u062c\u0645\u064a\u0644 \u0641\u062e\u0631\u0649\u060c \u0645\u0635\u0637\u0641\u0649 \u062d\u0633\u0646 \u0639\u0628\u062f \u0627\u0644\u062d\u0644\u064a\u0645\u060c \u0648\u062e\u0627\u0644\u062f \u0623\u0634\u0631\u0641 \u0645\u062d\u0645\u062f \u0628\u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u064b\u0627 \u0644\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629 \u0644\u0645\u062a\u062c\u0631 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0627\u062a \u064a\u062f\u0639\u0645 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0648\u0635\u0648\u0644\u060c \u0648\u0645\u0635\u0651\u064e\u0645\u0645 \u0644\u062a\u0648\u0641\u064a\u0631 \u062a\u062c\u0631\u0628\u0629 \u062a\u0633\u0651\u0648\u0642 \u0634\u0627\u0645\u0644\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u0630\u0648\u064a \u0627\u0644\u0625\u0639\u0627\u0642\u0627\u062a \u0627\u0644\u0628\u0635\u0631\u064a\u0629 \u0648\u0627\u0644\u0645\u0635\u0627\u0628\u064a\u0646 \u0628\u0639\u0645\u0649 \u0627\u0644\u0623\u0644\u0648\u0627\u0646\u060c \u0648\u062d\u062a\u0649 \u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u0645\u0646 \u063a\u064a\u0631 \u0630\u0648\u0649 \u0627\u0644\u0625\u0639\u0627\u0642\u0627\u062a\u060c \u0648\u0644\u0644\u062a\u063a\u0644\u0628 \u0639\u0644\u0649 \u062d\u0648\u0627\u062c\u0632 \u0627\u0644\u0648\u0635\u0648\u0644\u060c \u064a\u062f\u0645\u062c \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0645\u0633\u0627\u0639\u062f\u064b\u0627 \u0635\u0648\u062a\u064a\u0627\u064b \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0625\u0635\u0637\u0646\u0627\u0639\u0649 \"AI\"\u060c \u062a\u0645\u0627\u0634\u064a\u064b\u0627 \u0645\u0639 \"\u0631\u0624\u064a\u0629 \u0645\u0635\u0631 2030\"\u061b \u064a\u064f\u0633\u0647\u0645 \u0647\u0630\u0627 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0641\u064a \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0634\u0645\u0648\u0644 \u0627\u0644\u0631\u0642\u0645\u0649 \u0648\u0627\u0644\u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u0649\u061b \u0645\u0645\u0627 \u064a\u064f\u062a\u064a\u062d \u0644\u0644\u0623\u0634\u062e\u0627\u0635 \u0630\u0648\u0649 \u0627\u0644\u0625\u0639\u0627\u0642\u0627\u062a \u0627\u0644\u062a\u0633\u0651\u0648\u0642 \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0642\u0644\u060c \u0648\u064a\u064f\u0639\u0632\u0632 \u0627\u0644\u062a\u0633\u0648\u0642 \u0627\u0644\u0631\u0642\u0645\u0649.<\/p>

\u00a0\u00a0\u00a0\u00a0 \u0623\u0641\u0627\u062f\u062a \u0639\u0645\u064a\u062f \u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0625\u0642\u062a\u0635\u0627\u062f \u0648\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0628\u0627\u0644\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0635\u0631\u064a\u0629 \u0627\u0644\u0631\u0648\u0633\u064a\u0629\u060c \u0623\u0646 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u0631\u0627\u0628\u0639 \u0647\u0648: \"Club Management and Services Website\"\u060c \u0645\u0648\u0642\u0639 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u0649 \u0644\u0625\u062f\u0627\u0631\u0629 \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0623\u0646\u062f\u064a\u0629 \u0648\u0643\u0627\u0646 \u062a\u062d\u062a \u0625\u0634\u0631\u0627\u0641: \"\u062f. \u0623\u0633\u0645\u0627\u0621 \u0641\u0648\u0632\u0649 \u0648\u0627\u0644\u0645\u0634\u0631\u0641 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0623\u0648\u0644\u060c \u062f. \u0631\u064a\u0647\u0627\u0645 \u0639\u0628\u062f \u0627\u0644\u0644\u0647 \u0639\u0628\u062f \u0627\u0644\u0645\u0646\u0639\u0645 \u0648\u0627\u0644\u0645\u0634\u0631\u0641 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062b\u0627\u0646\u0649\u060c \u0648\u0646\u062f\u0649 \u0627\u0644\u0634\u0627\u0641\u0639\u0649\"\u061b \u062d\u064a\u062b \u0642\u0627\u0645 \u0643\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u0637\u0644\u0627\u0628: \"\u0623\u062d\u0645\u062f \u0647\u0634\u0627\u0645 \u0639\u064a\u0627\u062f\u060c \u0645\u062d\u0645\u0648\u062f \u0645\u062d\u0645\u062f \u0641\u0631\u062c\u060c \u0645\u062d\u0645\u062f \u0645\u062d\u0645\u0648\u062f \u0639\u0628\u062f \u0627\u0644\u0644\u0637\u064a\u0641\u060c \u0648 \u0645\u062d\u0645\u062f \u0646\u0627\u0635\u0631 \u0645\u062d\u0645\u062f\"\u060c \u0628\u062a\u0637\u0648\u064a\u0631 \u0645\u0648\u0642\u0639 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u0649 \u064a\u0647\u062f\u0641 \u0625\u0644\u0649 \u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u062f\u0627\u062e\u0644 \u0627\u0644\u0623\u0646\u062f\u064a\u0629\u060c \u062d\u064a\u062b \u064a\u0648\u0641\u0631 \u0645\u0646\u0635\u0629 \u0631\u0642\u0645\u064a\u0629 \u0645\u062a\u0643\u0627\u0645\u0644\u0629 \u062a\u062a\u064a\u062d \u0644\u0644\u0623\u0639\u0636\u0627\u0621 \u0648\u0627\u0644\u0632\u0648\u0627\u0631 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0646\u0627\u062f\u0649 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u064a\u0632\u0627\u062a \u0645\u062b\u0644 \u062a\u0642\u062f\u064a\u0645 \u0648\u062a\u062c\u062f\u064a\u062f \u0627\u0644\u0639\u0636\u0648\u064a\u0629\u060c \u062d\u062c\u0632 \u0627\u0644\u0623\u0646\u0634\u0637\u0629 \u0648\u0627\u0644\u0645\u0631\u0627\u0641\u0642\u060c \u0637\u0644\u0628 \u0627\u0644\u0637\u0639\u0627\u0645 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0648\u0645\u062a\u062c\u0631 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u0649 \u0644\u0634\u0631\u0627\u0621 \u0645\u0646\u062a\u062c\u0627\u062a \u0627\u0644\u0646\u0627\u062f\u0649\u060c \u0643\u0645\u0627 \u064a\u062a\u0645\u062a\u0639 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u0648\u0646 \u0628\u0644\u0648\u062d\u0629 \u062a\u062d\u0643\u0645 \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062d\u062c\u0648\u0632\u0627\u062a \u0648\u0627\u0644\u0645\u0648\u0627\u0641\u0642\u0627\u062a.<\/p>

\u00a0\u00a0\u00a0\u00a0 \u0648\u0644\u0641\u062a\u062a \u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0629 \u0627\u0644\u0637\u0627\u0647\u0631\u0647 \u0627\u0644\u0633\u064a\u062f \u062d\u0645\u064a\u0647\u060c \u0623\u0646 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u062e\u0627\u0645\u0633 \u0643\u0627\u0646 \u0628\u0639\u0646\u0648\u0627\u0646: \"Website for Enhancing Learning and Collaboration at Egyptian Russian University\" \u0648\u0647\u0648 \u0645\u0648\u0642\u0639 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u0649 \u0644\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u062a\u0639\u0644\u0645 \u0648\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0641\u0649 \u0627\u0644\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0631\u0648\u0633\u064a\u0629 \u0627\u0644\u0645\u0635\u0631\u064a\u0629 \u062a\u062d\u062a \u0625\u0634\u0631\u0627\u0641: \"\u062f.\u063a\u0627\u062f\u0629 \u0646\u0628\u064a\u0644 \u0647\u0627\u0634\u0645 \u0648\u0627\u0644\u0645\u0634\u0631\u0641 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0623\u0648\u0644 \u062f. \u0631\u064a\u0647\u0627\u0645 \u0639\u0628\u062f \u0627\u0644\u0644\u0647 \u0639\u0628\u062f \u0627\u0644\u0645\u0646\u0639\u0645 \u0648\u0627\u0644\u0645\u0634\u0631\u0641 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062b\u0627\u0646\u0649\u060c \u0648\u0645\u0646\u0651\u0629 \u0627\u0644\u0644\u0647 \u062e\u0627\u0644\u062f \u0623\u062d\u0645\u062f\" \u060c \u062d\u064a\u062b \u0642\u0627\u0645 \u0627\u0644\u0637\u0644\u0627\u0628: \"\u0643\u0631\u064a\u0645 \u062e\u0627\u0644\u062f \u0639\u0637\u0647\u060c \u0625\u0628\u0631\u0627\u0645 \u0646\u062c\u064a\u0628 \u0639\u0632\u064a\u0632\u060c \u0625\u064a\u0627\u062f \u062d\u0627\u0645\u062f \u0646\u0628\u0648\u0649\u060c \u0647\u0627\u062f\u0649 \u0627\u0644\u0633\u064a\u062f \u0642\u0627\u0628\u064a\u0644\u060c \u0645\u0639\u062a\u0635\u0645 \u062e\u0627\u0644\u062f \u0639\u0628\u062f\u0627\u0644\u0639\u0638\u064a\u0645\u060c \u0648\u0645\u062d\u0645\u062f \u0645\u0639\u062a\u0632 \u0645\u062d\u0645\u062f\"\u061b \u0628\u0625\u0646\u0634\u0627\u0621 \u0645\u0646\u0635\u0629 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0644\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0628\u064a\u0646 \u0627\u0644\u0637\u0644\u0627\u0628 \u0648\u0623\u0639\u0636\u0627\u0621 \u0647\u064a\u0626\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0633 \u0628\u0627\u0644\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0635\u0631\u064a\u0629 \u0627\u0644\u0631\u0648\u0633\u064a\u0629\u060c \u0648\u062a\u0634\u0645\u0644 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0644\u0645\u0646\u0635\u0629 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0631\u0641\u0639 \u0648\u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0643\u062a\u0628 \u0648\u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a\u060c \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u0629 \u0641\u064a \u0627\u0644\u0641\u0639\u0627\u0644\u064a\u0627\u062a \u0627\u0644\u062c\u0627\u0645\u0639\u064a\u0629\u060c \u0648\u062a\u0628\u0627\u062f\u0644 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0628\u064a\u0646 \u0627\u0644\u0637\u0644\u0627\u0628 \u0648\u0623\u0639\u0636\u0627\u0621 \u0647\u064a\u0626\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0633\u060c \u0648\u062a\u062d\u062a\u0648\u0649 \u0627\u0644\u0645\u0646\u0635\u0629 \u0639\u0644\u0649 \u0644\u0648\u062d\u0627\u062a \u062a\u062d\u0643\u0645 \u0644\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0646 \u062a\u0633\u0627\u0639\u062f\u0647\u0645 \u0639\u0644\u0649 \u0645\u062a\u0627\u0628\u0639\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0628\u0633\u0647\u0648\u0644\u0629.\u00a0<\/p>

\u00a0\u00a0\u00a0\u00a0 \u0645\u0646 \u062c\u0627\u0646\u0628\u0647\u0645\u060c \u0623\u0634\u0627\u062f \u0627\u0644\u0645\u062d\u0643\u0645\u0648\u0646 \u0628\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0637\u0644\u0627\u0628\u060c \u0648\u0628\u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u062a\u0645\u064a\u0632 \u0644\u0644\u0645\u0634\u0631\u0648\u0639\u0627\u062a \u060c \u0648\u0627\u0644\u062a\u0649 \u062c\u0627\u0621\u062a \u0645\u0648\u0627\u0643\u0628\u0629 \u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0633\u0648\u0642\u060c \u0641\u0649 \u0638\u0644 \u0627\u0644\u062b\u0648\u0631\u0629 \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0627\u0644\u062a\u0649 \u0646\u0639\u064a\u0634\u0647\u0627.<\/p>

\"\" \"\" \"\" \"\" \"\" \"\" \"\" \"\" \"\" \"\" \"\" \"\"<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

\n\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"

Faculty of Management at Egyptian Russian University Prepares Graduates for Future Jobs \u2026 photos Dr. Sherif Fakhry Mohamed Abd-el-Naby, President of the Egyptian Russian University (ERU), announced that the university’s Faculty of Management, Economics and Business Technology organized a distinguished scientific celebration on the occasion of discussing the graduation projects, which coincided this year with two notable events: the graduation of the first batch of the “Business Analytics” program, and the graduation of the second batch of the “Management Information Systems” (MIS) program. He stated that the graduation projects submitted by students from these programs were discussed during the celebration, with the support of Dr. Mohamed Kamal Mustafa, Chairman of the University’s Board of Trustees. \u00a0\u00a0\u00a0\u00a0 In the same context, Dr. Al-Tahera Al-Sayed Hameyah, Dean of the Faculty of Management, Economics and Business Technology at the ERU, asserted that, based on the commitment of the faculty management to directing students’ efforts toward serving national development issues, this year’s graduation projects were inspired by the goals and themes of “Egypt Vision 2030,” representing the students’ commitment to their role in supporting the digital transformation process and achieving sustainable development. She pinpointed that all of the faculty’s programs support future jobs with modern technologies, and especially jobs in the areas of data science, artificial intelligence, and business technology. \u00a0\u00a0\u00a0\u00a0 The Dean of the Faculty of Management, Economics and Business Technology at the ERU explained that the committee that discussed the graduation projects of the Business Analytics Program (first batch) consisted of: Dr. Rowida Aly, Lecturer of Statistics at the Faculty’s Business Technology Department, Dr. Asmaa Fawzy, Lecturer of Artificial Intelligence at the Faculty of Computer Science and Information at Misr University for Informatics, and Dr. Yasser Salah-el-Deen, Professor of Artificial Intelligence at the Faculty of Computers and Information at Sadat Academy for Management Sciences. The first project was titled “Pricing in a Blink: Leveraging Machine Learning for Real-Time Forecasting and Dynamic Pricing in E-Commerce.” The project offers a smart system for automatic pricing and distribution upgrading in “B2B” e-commerce companies in Egypt. The team used actual data and advanced forecasting models such as CatBoost and XGBoost. \u00a0 \u00a0\u00a0\u00a0\u00a0 Dr. Al-Tahera Al-Sayed Hameyah added that the previous models were combined with a linear programming model in order to determine optimal quantities. “MILP” was applied to automatically update prices, resulting in a 6.04% decrease in weekly costs and a 3.4% increase in profits in one week. The platform used was Mage.ai for automatic retraining and performance monitoring. The project was presented by the following students: Sandro Sameh Boshra, Tuqa Al-Sayed Abd-el-Sattar, Gannah-Allah Saleh Abu-el-Ata, and Rawda Emad Ahmed, and it was supervised by: Dr. Rowida Aly and Assistant Lecturer\/ Amer Ibrahim. \u00a0\u00a0\u00a0\u00a0 The Dean of the Faculty of Management, Economics and Business Technology at the ERU also stated that the second project titled \u201cFrom Code to Coin: Data Science in Cryptocurrency Analysis,\u201d aimed at helping investors make decisions based on accurate data by forecasting the revenues of “Coinbase 50” Index for the next day. The team depended on global economic variables such as oil and gold prices, in addition to the S&P 500 and Nasdaq indexes, with the application of XGBoost and LightGBM models to achieve the best accuracy. She highlighted that the project was carried out by the students: Mariam Abd-el-Hamid Mahmoud, Nouran Amr Mohamed, Barbara Romany Lotfy and Reem Ibrahim Mahmoud, and it was supervised by Dr. Rowida Aly and Assistant Lecturer\/ Amer Ibrahim. \u00a0\u00a0\u00a0\u00a0 Dr. Al-Tahera Al-Sayed Hameyah said that the third project was titled \u201cDriver Drowsiness Detection Using Machine Learning: Enhancing Driver Safety.\u201d It is about a smart system for detecting driver’s drowsiness using computerized vision and deep learning. The team developed a system that monitors the driver in real time using only a camera to detect indicators of fatigue such as closing the eyes, head position, and yawning. The project used “CNN” and eye aspect ratio (EAR) technologies to alert the driver immediately without the need for wearable devices. The project, thus, contributes to enhancing road safety. The project was implemented by the students Zahraa Abd-el-Halim Jaber, Mina Thabet Naeem, Mohamed Wael Mahmoud, and Farida Abdullah Abd-el-Hamid, under the supervision of Dr. Rowida Aly and Assistant Lecturer\/ Amer Ibrahim. \u00a0\u00a0\u00a0\u00a0 The Dean of the Faculty of Management, Economics and Business Technology at the ERU also stated that the fourth project was titled \u201cFake News Detection for Sports Using AI Techniques.\u201d The project focuses on verifying the authenticity of sports news, especially those related to player transfers, by analyzing news from multiple sources. The team used modern techniques such as “BERT” model and “Gemini LLM” model to analyze texts and provide results supported by logical explanation and external sources, which enhances the credibility of information. The project was carried out by the students Mohamed Atef Mahmoud, Basant Ahmed Saad, Aly Mohamed Gamal, and Al-Sayed Mohamed Mahabah, and was supervised by Dr. Rowida Aly and Assistant Lecturer\/ Amer Ibrahim. \u00a0\u00a0\u00a0\u00a0 Dr. Al-Tahera Al-Sayed Hameyah added that the fifth project titled \u201cA Recommendation System Leveraging Artificial Intelligence to Mitigate Healthcare Risk\u201d addressed a common problem in medical platforms: the difficulty of choosing the appropriate medical specialty based on a description of symptoms. The system uses natural Arabic language to analyze the user’s description and direct them to the correct specialty using RAG, Na\u00efve Bayes, and Random Forest techniques. The system provides an easy-to-use interface via Streamlit to support safe initial decision-making for patients. The project was implemented by the students Abd-el-Rahman Mohamed Sayed, Mariam Mohamed Ibrahim, Wessam Mohamed Abd-el-Sabour, Amr Ayman Abd-el-Aziz and Abdullah Mohamed Khallaf, under the supervision of Dr. Asmaa Fawzy and Assistant Lecturer\/ Shady Abd-el-Moneim. \u00a0\u00a0\u00a0\u00a0 The Dean of the Faculty of Management, Economics and Business Technology at the ERU stated also that the sixth project was titled “Optimizing Financial Security Risk Management Using Artificial Intelligence Techniques.” The project aims at improving the accuracy of credit card fraud detection, especially in exceptional cases. The team depended on CTGAN technology to generate artificial data for the purpose of data<\/p>","protected":false},"author":1,"featured_media":28161,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-28160","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/eru.edu.eg\/ar\/wp-json\/wp\/v2\/posts\/28160","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/eru.edu.eg\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/eru.edu.eg\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/eru.edu.eg\/ar\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/eru.edu.eg\/ar\/wp-json\/wp\/v2\/comments?post=28160"}],"version-history":[{"count":3,"href":"https:\/\/eru.edu.eg\/ar\/wp-json\/wp\/v2\/posts\/28160\/revisions"}],"predecessor-version":[{"id":28176,"href":"https:\/\/eru.edu.eg\/ar\/wp-json\/wp\/v2\/posts\/28160\/revisions\/28176"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/eru.edu.eg\/ar\/wp-json\/wp\/v2\/media\/28161"}],"wp:attachment":[{"href":"https:\/\/eru.edu.eg\/ar\/wp-json\/wp\/v2\/media?parent=28160"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/eru.edu.eg\/ar\/wp-json\/wp\/v2\/categories?post=28160"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/eru.edu.eg\/ar\/wp-json\/wp\/v2\/tags?post=28160"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}