{"id":479290,"date":"2023-08-09T10:32:55","date_gmt":"2023-08-09T10:32:55","guid":{"rendered":""},"modified":"2023-09-05T11:18:31","modified_gmt":"2023-09-05T11:18:31","slug":"text-data-mining","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/ar\/wiki\/text-data-mining\/","title":{"rendered":"\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629"},"content":{"rendered":"<p>\u064a\u0634\u064a\u0631 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629 \u0625\u0644\u0649 \u0639\u0645\u0644\u064a\u0629 \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u0631\u0624\u0649 \u0642\u064a\u0645\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629 \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629. \u0648\u0647\u0648 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\u0623\u0639\u0645\u0642.<\/p>\n<h2>\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062a\u0641\u0635\u064a\u0644\u064a\u0629 \u062d\u0648\u0644 \u0627\u0644\u062a\u0646\u0642\u064a\u0628 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629: \u062a\u0648\u0633\u064a\u0639 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/h2>\n<p>\u064a\u062a\u0636\u0645\u0646 \u0627\u0644\u062a\u0646\u0642\u064a\u0628 \u0639\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062c\u0648\u0627\u0646\u0628 \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0644\u062a\u062d\u0644\u064a\u0644 \u0648\u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629. \u0648\u062a\u0634\u0645\u0644 \u0647\u0630\u0647:<\/p>\n<ul>\n<li><strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP):<\/strong> \u0639\u0646\u0635\u0631 \u062d\u0627\u0633\u0645 \u064a\u0633\u0627\u0639\u062f \u0641\u064a \u0641\u0647\u0645 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u0646\u062d\u0648\u064a\u0629 \u0648\u0633\u064a\u0627\u0642 \u0627\u0644\u0646\u0635.<\/li>\n<li><strong>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a:<\/strong> \u064a\u0645\u0643\u0646 \u062a\u0637\u0628\u064a\u0642 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629 \u0623\u0648 \u062a\u0635\u0646\u064a\u0641\u0647\u0627 \u0623\u0648 \u062a\u062c\u0645\u064a\u0639\u0647\u0627.<\/li>\n<li><strong>\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0646\u0635 \u0648\u062a\u062c\u0645\u064a\u0639\u0647:<\/strong> \u062a\u0635\u0646\u064a\u0641 \u0648\u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0646\u0635 \u0625\u0644\u0649 \u0641\u0626\u0627\u062a \u0648\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u062a\u0648\u0627\u0644\u064a.<\/li>\n<li><strong>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631:<\/strong> \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0646\u0628\u0631\u0629 \u0627\u0644\u0639\u0627\u0637\u0641\u064a\u0629 \u0623\u0648 \u0627\u0644\u0631\u0623\u064a \u0627\u0644\u0645\u0639\u0628\u0631 \u0639\u0646\u0647 \u0641\u064a \u0627\u0644\u0646\u0635.<\/li>\n<li><strong>\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646:<\/strong> \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0623\u0633\u0645\u0627\u0621 \u0648\u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0648\u0627\u0644\u062a\u0648\u0627\u0631\u064a\u062e \u0648\u0645\u0627 \u0625\u0644\u0649 \u0630\u0644\u0643 \u062f\u0627\u062e\u0644 \u0627\u0644\u0646\u0635.<\/li>\n<\/ul>\n<h2>\u0627\u0644\u0647\u064a\u0643\u0644 \u0627\u0644\u062f\u0627\u062e\u0644\u064a \u0644\u0644\u062a\u0646\u0642\u064a\u0628 \u0639\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629: \u0643\u064a\u0641 \u064a\u0639\u0645\u0644 \u0627\u0644\u062a\u0646\u0642\u064a\u0628 \u0639\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629<\/h2>\n<p>\u064a\u0645\u0643\u0646 \u062a\u0642\u0633\u064a\u0645 \u0622\u0644\u064a\u0629 \u0639\u0645\u0644 \u0627\u0644\u062a\u0646\u0642\u064a\u0628 \u0639\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a 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\u0623\u0648 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631.<\/li>\n<li><strong>\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0648\u0627\u0644\u062a\u0641\u0633\u064a\u0631:<\/strong> \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c\u0627\u062a \u0648\u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629.<\/li>\n<\/ol>\n<h2>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u0645\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629<\/h2>\n<p>\u062a\u062a\u0636\u0645\u0646 \u0628\u0639\u0636 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629 \u0645\u0627 \u064a\u0644\u064a:<\/p>\n<ul>\n<li><strong>\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639:<\/strong> \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0643\u0645\u064a\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629.<\/li>\n<li><strong>\u0628\u0631\u0627\u0639\u0647:<\/strong> \u062a\u0646\u0637\u0628\u0642 \u0639\u0644\u0649 \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u062b\u0644 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0648\u0627\u0644\u062a\u0645\u0648\u064a\u0644 \u0648\u0627\u0644\u062a\u0633\u0648\u064a\u0642 \u0648\u0645\u0627 \u0625\u0644\u0649 \u0630\u0644\u0643.<\/li>\n<li><strong>\u062a\u0639\u0642\u064a\u062f:<\/strong> \u064a\u062a\u0637\u0644\u0628 \u0641\u0647\u0645\u064b\u0627 \u0639\u0645\u064a\u0642\u064b\u0627 \u0648\u062a\u0637\u0628\u064a\u0642\u064b\u0627 \u0644\u062a\u062e\u0635\u0635\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0645\u062b\u0644 \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0648\u0627\u0644\u0644\u063a\u0648\u064a\u0627\u062a \u0648\u0639\u0644\u0648\u0645 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631.<\/li>\n<li><strong>\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a:<\/strong> \u064a\u0648\u0641\u0631 \u0631\u0624\u0649 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u060c \u0645\u0645\u0627 \u064a\u0633\u0627\u0639\u062f \u0641\u064a \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631.<\/li>\n<\/ul>\n<h2>\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u062a\u0646\u0642\u064a\u0628 \u0639\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629: \u0646\u0638\u0631\u0629 \u0634\u0627\u0645\u0644\u0629<\/h2>\n<p>\u064a\u0645\u0643\u0646 \u062a\u0635\u0646\u064a\u0641 \u0623\u0646\u0648\u0627\u0639 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a. \u0648\u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u062c\u062f\u0648\u0644 \u064a\u0644\u062e\u0635\u0647\u0627:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0646\u0648\u0639 \u0627\u0644\u062a\u0642\u0646\u064a\u0629<\/th>\n<th>\u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u062a\u0635\u0646\u064a\u0641<\/td>\n<td>\u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a<\/td>\n<\/tr>\n<tr>\n<td>\u062a\u062c\u0645\u0639<\/td>\n<td>\u0641\u0626\u0627\u062a \u0627\u0644\u0632\u0628\u0627\u0626\u0646<\/td>\n<\/tr>\n<tr>\n<td>\u062a\u0631\u0627\u062c\u0639<\/td>\n<td>\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0627\u062a\u062c\u0627\u0647<\/td>\n<\/tr>\n<tr>\n<td>\u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0631\u0627\u0628\u0637\u0629<\/td>\n<td>\u062a\u062d\u0644\u064a\u0644 \u0633\u0644\u0629 \u0627\u0644\u0633\u0648\u0642<\/td>\n<\/tr>\n<tr>\n<td>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631<\/td>\n<td>\u062a\u062d\u0644\u064a\u0644 \u0645\u0631\u0627\u062c\u0639\u0627\u062a \u0627\u0644\u0645\u0646\u062a\u062c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0637\u0631\u0642 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0646\u0642\u064a\u0628 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629 \u0648\u0645\u0634\u0627\u0643\u0644\u0647\u0627 \u0648\u062d\u0644\u0648\u0644\u0647\u0627<\/h2>\n<p>\u0637\u0631\u0642 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645:<\/p>\n<ul>\n<li>\u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644<\/li>\n<li>\u062a\u062d\u0644\u064a\u0644 \u0633\u0644\u0648\u0643 \u0627\u0644\u0639\u0645\u0644\u0627\u0621<\/li>\n<li>\u0628\u062d\u062b \u0627\u0643\u0627\u062f\u064a\u0645\u064a<\/li>\n<\/ul>\n<p>\u0645\u0634\u0627\u0643\u0644:<\/p>\n<ul>\n<li>\u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li>\n<li>\u0645\u062e\u0627\u0648\u0641 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629<\/li>\n<li>\u0627\u0644\u062a\u0639\u0642\u064a\u062f \u0641\u064a \u0627\u0644\u062a\u0641\u0633\u064a\u0631<\/li>\n<\/ul>\n<p>\u062d\u0644\u0648\u0644:<\/p>\n<ul>\n<li>\u062a\u0642\u0646\u064a\u0627\u062a \u062a\u0646\u0638\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li>\n<li>\u0627\u0644\u062a\u0639\u062f\u064a\u0646 \u0644\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629<\/li>\n<li>\u062a\u0639\u0627\u0648\u0646 \u0627\u0644\u062e\u0628\u0631\u0627\u0621 \u0648\u0627\u0644\u062a\u0635\u0648\u0631 \u0627\u0644\u0633\u0644\u064a\u0645<\/li>\n<\/ul>\n<h2>\u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0648\u0645\u0642\u0627\u0631\u0646\u0627\u062a \u0623\u062e\u0631\u0649 \u0645\u0639 \u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0645\u0645\u0627\u062b\u0644\u0629<\/h2>\n<p>\u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 \u0627\u0644\u062a\u0646\u0642\u064a\u0628 \u0639\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629\u060c \u0648\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0646\u0635\u060c \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0646\u0635\u0648\u0635:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0634\u0631\u0637<\/th>\n<th>\u0635\u0641\u0627\u062a<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629<\/td>\n<td>\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0642\u064a\u0645\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629.<\/td>\n<\/tr>\n<tr>\n<td>\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0646\u0635<\/td>\n<td>\u062a\u062d\u0644\u064a\u0644 \u0648\u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629.<\/td>\n<\/tr>\n<tr>\n<td>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0646\u0635\u0648\u0635<\/td>\n<td>\u0645\u0639\u0627\u0644\u062c\u0629 \u0628\u0633\u064a\u0637\u0629 \u0648\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0646\u0635.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0648\u062c\u0647\u0627\u062a \u0646\u0638\u0631 \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u062a\u0646\u0642\u064a\u0628 \u0639\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629<\/h2>\n<p>\u064a\u0628\u062f\u0648 \u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629 \u0648\u0627\u0639\u062f\u064b\u0627\u060c \u0645\u0639 \u0627\u0644\u062a\u0642\u062f\u0645 \u0641\u064a:<\/p>\n<ul>\n<li><strong>\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642:<\/strong> \u0645\u0648\u0627\u0635\u0644\u0629 \u062a\u0639\u0632\u064a\u0632 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644.<\/li>\n<li><strong>\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a:<\/strong> \u0644\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u0641\u0648\u0631\u064a.<\/li>\n<li><strong>\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0623\u062c\u0647\u0632\u0629 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621:<\/strong> \u0627\u0644\u0633\u0645\u0627\u062d \u0628\u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0633\u0644\u0633 \u0645\u0639 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u0627\u062f\u064a\u0629.<\/li>\n<li><strong>\u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0627\u062e\u0644\u0627\u0642\u064a\u0629:<\/strong> \u0636\u0645\u0627\u0646 \u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u062a\u0639\u062f\u064a\u0646 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u0629.<\/li>\n<\/ul>\n<h2>\u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0623\u0648 \u0631\u0628\u0637\u0647\u0627 \u0628\u0627\u0644\u062a\u0646\u0642\u064a\u0628 \u0639\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629<\/h2>\n<p>\u062a\u0644\u0639\u0628 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0645\u062b\u0644 \u062a\u0644\u0643 \u0627\u0644\u062a\u064a \u064a\u0648\u0641\u0631\u0647\u0627 OneProxy (oneproxy.pro) \u062f\u0648\u0631\u064b\u0627 \u0623\u0633\u0627\u0633\u064a\u064b\u0627 \u0641\u064a \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629. \u0623\u0646\u0647\u0627 \u062a\u0645\u0643\u0646:<\/p>\n<ul>\n<li><strong>\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/strong> \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062f\u0648\u064a\u0631 \u0639\u0646\u0627\u0648\u064a\u0646 IP\u060c \u062a\u0633\u0647\u0644 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u062c\u0647\u0648\u0644 \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0648\u064a\u0628 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629.<\/li>\n<li><strong>\u062d\u0645\u0627\u064a\u0629:<\/strong> \u0636\u0645\u0627\u0646 \u0627\u062a\u0635\u0627\u0644\u0627\u062a \u0622\u0645\u0646\u0629\u060c \u062e\u0627\u0635\u0629 \u0623\u062b\u0646\u0627\u0621 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u062f\u064a\u0646 \u0627\u0644\u062d\u0633\u0627\u0633\u0629.<\/li>\n<li><strong>\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u062d\u0645\u0644:<\/strong> \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u0642\u062f\u0645\u0629 \u0625\u0644\u0649 \u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0628\u0643\u0641\u0627\u0621\u0629\u060c \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621.<\/li>\n<\/ul>\n<h2>\u0631\u0648\u0627\u0628\u0637 \u0630\u0627\u062a \u0639\u0644\u0627\u0642\u0629<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.textminingguide.com\" target=\"_new\" rel=\"noopener nofollow\">\u0627\u0644\u062a\u0639\u062f\u064a\u0646 \u0627\u0644\u0646\u0635: \u062f\u0644\u064a\u0644 \u0639\u0645\u0644\u064a<\/a><\/li>\n<li><a href=\"https:\/\/www.nlp-handbook.com\" target=\"_new\" rel=\"noopener nofollow\">\u062f\u0644\u064a\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629<\/a><\/li>\n<li><a href=\"https:\/\/oneproxy.pro\/ar\/\" target=\"_new\" rel=\"noopener\">OneProxy: \u062d\u0644\u0648\u0644 \u0627\u0644\u0648\u0643\u064a\u0644 \u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/a><\/li>\n<\/ul>\n<p>\u064a\u0647\u062f\u0641 \u0647\u0630\u0627 \u0627\u0644\u062f\u0644\u064a\u0644 \u0627\u0644\u0634\u0627\u0645\u0644 \u0625\u0644\u0649 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0628\u0645\u062b\u0627\u0628\u0629 \u0645\u0631\u062c\u0639 \u0644\u0641\u0647\u0645 \u0627\u0644\u0645\u062c\u0627\u0644 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0623\u0648\u062c\u0647 \u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629. \u0648\u0647\u0648 \u064a\u0633\u062a\u0643\u0634\u0641 \u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0648\u0627\u0644\u0645\u0646\u0647\u062c\u064a\u0627\u062a \u0648\u0627\u0644\u0623\u0646\u0648\u0627\u0639 \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u0627\u0644\u0645\u0646\u0638\u0648\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629\u060c \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0639\u0644\u0649 \u062f\u0648\u0631 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0639\u0645\u0644\u064a\u0629.<\/p>","protected":false},"featured_media":479291,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-479290","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Text Data Mining: A Comprehensive Guide<\/mark>","faq_items":[{"question":"What is Text Data Mining?","answer":"<p>Text Data Mining refers to the process of deriving valuable insights and information from unstructured text data using various techniques like Natural Language Processing (NLP), Machine Learning Models, Text Classification, and Clustering.<\/p>"},{"question":"What are the key stages involved in Text Data Mining?","answer":"<p>The key stages in Text Data Mining include Data Collection, Preprocessing, Feature Extraction, Model Building, and Analysis and Interpretation.<\/p>"},{"question":"What are the applications of Text Data Mining in different sectors?","answer":"<p>Text Data Mining finds applications in various domains such as healthcare, finance, marketing, business intelligence, customer behavior analysis, and academic research.<\/p>"},{"question":"How do proxy servers like OneProxy play a role in Text Data Mining?","answer":"<p>Proxy servers like OneProxy facilitate Text Data Mining by enabling anonymous scraping of data from various web sources, ensuring secure connections, and efficiently managing the requests to different data sources through load balancing.<\/p>"},{"question":"What are the future trends and technologies associated with Text Data Mining?","answer":"<p>The future of Text Data Mining includes advancements in Deep Learning Techniques, Real-time Analytics, Integration with IoT Devices, and responsible mining practices considering ethical considerations.<\/p>"},{"question":"How does Text Data Mining differ from Text Analytics and Text Processing?","answer":"<p>Text Data Mining focuses on extracting patterns and valuable information from large text data; Text Analytics emphasizes analyzing and interpreting patterns in text data, while Text Processing involves simple manipulation and conversion of text.<\/p>"},{"question":"What types of Text Data Mining techniques exist?","answer":"<p>Types of Text Data Mining techniques include Classification, Clustering, Regression, Association Rule, and Sentiment Analysis, with applications in areas like spam filtering, customer segmentation, trend prediction, market basket analysis, and product reviews analysis.<\/p>"},{"question":"What are some common problems in Text Data Mining, and how can they be resolved?","answer":"<p>Common problems in Text Data Mining include issues related to data quality, privacy concerns, and complexity in interpretation. These can be resolved through techniques like data cleaning, privacy-preserving mining, and collaboration with experts for proper visualization.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki\/479290","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki\/479290\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/media\/479291"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/media?parent=479290"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}