{"id":478923,"date":"2023-08-09T09:40:29","date_gmt":"2023-08-09T09:40:29","guid":{"rendered":""},"modified":"2023-09-05T11:17:48","modified_gmt":"2023-09-05T11:17:48","slug":"sentiment-analysis","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/ir\/wiki\/sentiment-analysis\/","title":{"rendered":"\u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a"},"content":{"rendered":"<p>\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a\u060c \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0627\u0641\u06a9\u0627\u0631 \u06a9\u0627\u0648\u06cc \u06cc\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc \u0634\u0648\u062f\u060c \u0628\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc (NLP)\u060c \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0645\u062a\u0646\u060c \u0648 \u0632\u0628\u0627\u0646 \u0634\u0646\u0627\u0633\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0648 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0630\u0647\u0646\u06cc \u0627\u0632 \u0645\u0646\u0628\u0639 \u0645\u0646\u0628\u0639 \u0627\u0634\u0627\u0631\u0647 \u062f\u0627\u0631\u062f. \u0627\u0633\u0627\u0633\u0627\u064b \u0646\u06af\u0631\u0634 \u06cc\u0627 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u0645\u0646\u062a\u0642\u0644 \u0634\u062f\u0647 \u062f\u0631 \u06cc\u06a9 \u0633\u0631\u06cc \u0627\u0632 \u06a9\u0644\u0645\u0627\u062a \u0631\u0627 \u06a9\u0647 \u062f\u0631 \u0645\u06a9\u0627\u0644\u0645\u0627\u062a \u06cc\u0627 \u0645\u062a\u0648\u0646 \u0622\u0646\u0644\u0627\u06cc\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f\u060c \u0646\u0633\u0628\u062a \u0628\u0647 \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u06cc\u0627 \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u062e\u0627\u0635 \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<h2>\u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a<\/h2>\n<p>\u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0647 \u0627\u0648\u0627\u06cc\u0644 \u062f\u0647\u0647 2000 \u0631\u062f\u06cc\u0627\u0628\u06cc \u06a9\u0631\u062f\u060c \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0631\u0634\u062f \u0633\u0631\u06cc\u0639 \u0645\u062d\u062a\u0648\u0627\u06cc \u0622\u0646\u0644\u0627\u06cc\u0646 \u0639\u0644\u0627\u0642\u0647 \u0628\u0647 \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0646\u0638\u0631\u0627\u062a \u0648 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u062f\u0631 \u0645\u062a\u0646 \u0631\u0627 \u0628\u0631\u0627\u0646\u06af\u06cc\u062e\u062a. \u0627\u0648\u0644\u06cc\u0646 \u0627\u0634\u0627\u0631\u0647 \u0628\u0647 \u0622\u0646 \u0628\u0627 \u0638\u0647\u0648\u0631 \u0648\u0628 2.0 \u0635\u0648\u0631\u062a \u06af\u0631\u0641\u062a\u060c \u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u062d\u062a\u0648\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u0645\u0635\u0631\u0641 \u06a9\u0646\u0646\u062f\u0647 \u0634\u0631\u0648\u0639 \u0628\u0647 \u062a\u0633\u0644\u0637 \u0628\u0631 \u0686\u0634\u0645 \u0627\u0646\u062f\u0627\u0632 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u06a9\u0631\u062f.<\/p>\n<p>\u0627\u0635\u0637\u0644\u0627\u062d &quot;\u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a&quot; \u062f\u0631 \u0645\u0642\u0627\u0644\u0627\u062a \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u06cc \u0628\u0627 \u06a9\u0627\u0631 \u0627\u0635\u0644\u06cc \u0645\u062d\u0642\u0642\u0627\u0646\u06cc \u0645\u0627\u0646\u0646\u062f \u0628\u0648 \u067e\u0627\u0646\u06af \u0648 \u0644\u06cc\u0644\u06cc\u0627\u0646 \u0644\u06cc \u062f\u0631 \u0633\u0627\u0644 2002 \u0638\u0627\u0647\u0631 \u0634\u062f \u0648 \u0634\u0631\u0648\u0639 \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0632\u0645\u06cc\u0646\u0647 \u0645\u062a\u0645\u0627\u06cc\u0632 \u062f\u0631 \u0632\u0628\u0627\u0646\u200c\u0634\u0646\u0627\u0633\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f.<\/p>\n<h2>\u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062f\u0642\u06cc\u0642 \u062f\u0631 \u0645\u0648\u0631\u062f \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a<\/h2>\n<p>\u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u0637\u06cc\u0641 \u06af\u0633\u062a\u0631\u062f\u0647 \u0627\u06cc \u0627\u0632 \u0631\u0648\u0634 \u0647\u0627 \u0648 \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u0641\u0633\u06cc\u0631 \u0648 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u062f\u0631 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u062a\u0646\u06cc \u0631\u0627 \u062f\u0631 \u0628\u0631 \u0645\u06cc \u06af\u06cc\u0631\u062f. \u0627\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0645\u062d\u062a\u0648\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u06a9\u0627\u0631\u0628\u0631 \u0645\u0627\u0646\u0646\u062f \u0646\u0638\u0631\u0627\u062a\u060c \u062a\u0648\u06cc\u06cc\u062a \u0647\u0627\u060c \u0646\u0638\u0631\u0627\u062a \u06cc\u0627 \u0647\u0631 \u0645\u062d\u062a\u0648\u0627\u06cc \u0645\u062a\u0646\u06cc \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062d\u0627\u0648\u06cc \u0646\u0638\u0631\u0627\u062a \u0630\u0647\u0646\u06cc \u0628\u0627\u0634\u062f \u0631\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u062f.<\/p>\n<h3>\u0633\u0637\u0648\u062d \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644<\/h3>\n<ul>\n<li><strong>\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u062f\u0631 \u0633\u0637\u062d \u0633\u0646\u062f:<\/strong> \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0644 \u0633\u0646\u062f \u06cc\u0627 \u0645\u062a\u0646 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u06a9\u0644.<\/li>\n<li><strong>\u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u062f\u0631 \u0633\u0637\u062d \u062c\u0645\u0644\u0647:<\/strong> \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0647\u0631 \u062c\u0645\u0644\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u062c\u062f\u0627\u06af\u0627\u0646\u0647.<\/li>\n<li><strong>\u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u062f\u0631 \u0633\u0637\u062d \u062c\u0646\u0628\u0647:<\/strong> \u062a\u0645\u0631\u06a9\u0632 \u0628\u0631 \u062c\u0646\u0628\u0647 \u0647\u0627 \u06cc\u0627 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u062e\u0627\u0635 \u06cc\u06a9 \u0645\u062d\u0635\u0648\u0644 \u06cc\u0627 \u0645\u0648\u0636\u0648\u0639.<\/li>\n<\/ul>\n<h3>\u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647<\/h3>\n<ul>\n<li><strong>\u0631\u0648\u0634 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc:<\/strong> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f SVM\u060c Naive Bayes\u060c Random Forests \u0648 \u063a\u06cc\u0631\u0647.<\/li>\n<li><strong>\u0631\u0648\u0634 \u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0648\u0627\u0698\u06af\u0627\u0646:<\/strong> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0644\u06cc\u0633\u062a \u0647\u0627\u06cc \u0627\u0632 \u067e\u06cc\u0634 \u062a\u0639\u0631\u06cc\u0641 \u0634\u062f\u0647 \u06a9\u0644\u0645\u0627\u062a \u0648 \u0627\u0645\u062a\u06cc\u0627\u0632\u0627\u062a \u0627\u062d\u0633\u0627\u0633\u06cc \u0622\u0646\u0647\u0627.<\/li>\n<li><strong>\u0631\u0648\u0634 \u0647\u0627\u06cc \u062a\u0631\u06a9\u06cc\u0628\u06cc:<\/strong> \u062a\u0631\u06a9\u06cc\u0628 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0648\u0627\u0698\u06af\u0627\u0646.<\/li>\n<\/ul>\n<h2>\u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0631\u0648\u0646\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a<\/h2>\n<p>\u0639\u0645\u0644\u06a9\u0631\u062f \u062f\u0631\u0648\u0646\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0647 \u0645\u0631\u0627\u062d\u0644 \u0632\u06cc\u0631 \u062a\u0642\u0633\u06cc\u0645 \u06a9\u0631\u062f:<\/p>\n<ol>\n<li><strong>\u067e\u06cc\u0634 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u062a\u0646:<\/strong> \u062d\u0630\u0641 \u0646\u0645\u0627\u062f\u0647\u0627\u06cc \u063a\u06cc\u0631 \u0636\u0631\u0648\u0631\u06cc\u060c \u0631\u06cc\u0634\u0647 \u06a9\u0631\u062f\u0646\u060c \u0646\u0634\u0627\u0646\u0647 \u06af\u0630\u0627\u0631\u06cc \u0648 \u063a\u06cc\u0631\u0647.<\/li>\n<li><strong>\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc:<\/strong> \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u06a9\u0644\u0645\u0627\u062a \u0648 \u0639\u0628\u0627\u0631\u0627\u062a \u06a9\u0644\u06cc\u062f\u06cc \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0647 \u0645\u0639\u0646\u0627\u06cc \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u0628\u0627\u0634\u0646\u062f.<\/li>\n<li><strong>\u0622\u0645\u0648\u0632\u0634 \u0648 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0645\u062f\u0644:<\/strong> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc ML \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u0647\u0627 \u0648 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0627\u062d\u0633\u0627\u0633\u0627\u062a.<\/li>\n<li><strong>\u0627\u0645\u062a\u06cc\u0627\u0632\u062f\u0647\u06cc \u0627\u062d\u0633\u0627\u0633\u0627\u062a:<\/strong> \u0627\u062e\u062a\u0635\u0627\u0635 \u06cc\u06a9 \u0646\u0645\u0631\u0647 \u0627\u062d\u0633\u0627\u0633\u0627\u062a (\u0645\u062b\u0628\u062a\u060c \u0645\u0646\u0641\u06cc \u06cc\u0627 \u062e\u0646\u062b\u06cc).<\/li>\n<\/ol>\n<h2>\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a<\/h2>\n<ul>\n<li><strong>\u062f\u0642\u062a:<\/strong> \u062f\u0642\u062a\u06cc \u06a9\u0647 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u0628\u0627 \u0622\u0646 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0645\u06cc \u0634\u0648\u0646\u062f.<\/li>\n<li><strong>\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0628\u0644\u0627\u062f\u0631\u0646\u06af:<\/strong> \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc\u060c \u0628\u0647 \u0648\u06cc\u0698\u0647 \u062f\u0631 \u0631\u0633\u0627\u0646\u0647 \u0647\u0627\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc.<\/li>\n<li><strong>\u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631\u06cc:<\/strong> \u0645\u062f\u06cc\u0631\u06cc\u062a \u062d\u062c\u0645 \u0648\u0633\u06cc\u0639\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0648\u062b\u0631.<\/li>\n<li><strong>\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0632\u0628\u0627\u0646:<\/strong> \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u062f\u0631\u06a9 \u0632\u0628\u0627\u0646 \u0647\u0627 \u0648 \u06af\u0648\u06cc\u0634 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641.<\/li>\n<li><strong>\u062a\u0637\u0628\u06cc\u0642 \u067e\u0630\u06cc\u0631\u06cc:<\/strong> \u0627\u0646\u0637\u0628\u0627\u0642 \u0628\u0627 \u062d\u0648\u0632\u0647 \u0647\u0627 \u0648 \u0632\u0645\u06cc\u0646\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641.<\/li>\n<\/ul>\n<h2>\u0627\u0646\u0648\u0627\u0639 \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a<\/h2>\n<p>\u062f\u0631 \u0632\u06cc\u0631 \u0627\u0646\u0648\u0627\u0639 \u0627\u0635\u0644\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u062a\u0627\u06cc\u067e \u06a9\u0646\u06cc\u062f<\/th>\n<th>\u0634\u0631\u062d<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0631\u06cc\u0632\u062f\u0627\u0646\u0647<\/td>\n<td>\u062a\u0645\u0627\u06cc\u0632 \u0628\u06cc\u0646 \u0633\u0637\u0648\u062d \u0645\u062e\u062a\u0644\u0641 \u0645\u062b\u0628\u062a\/\u0645\u0646\u0641\u06cc.<\/td>\n<\/tr>\n<tr>\n<td>\u062a\u0634\u062e\u06cc\u0635 \u0627\u062d\u0633\u0627\u0633\u0627\u062a<\/td>\n<td>\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u062e\u0627\u0635 \u0645\u0627\u0646\u0646\u062f \u0634\u0627\u062f\u06cc\u060c \u062e\u0634\u0645\u060c \u063a\u0645 \u0648 \u063a\u06cc\u0631\u0647.<\/td>\n<\/tr>\n<tr>\n<td>\u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062c\u0646\u0628\u0647<\/td>\n<td>\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u0646\u0633\u0628\u062a \u0628\u0647 \u062c\u0646\u0628\u0647 \u0647\u0627 \u06cc\u0627 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u062e\u0627\u0635.<\/td>\n<\/tr>\n<tr>\n<td>\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0642\u0635\u062f<\/td>\n<td>\u062a\u0639\u06cc\u06cc\u0646 \u0647\u062f\u0641 \u067e\u0634\u062a \u0627\u06cc\u0646 \u0627\u062d\u0633\u0627\u0633\u0627\u062a\u060c \u0645\u0627\u0646\u0646\u062f \u0642\u0635\u062f \u062e\u0631\u06cc\u062f.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0631\u0627\u0647\u200c\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a\u060c \u0645\u0634\u06a9\u0644\u0627\u062a \u0648 \u0631\u0627\u0647\u200c\u062d\u0644\u200c\u0647\u0627<\/h2>\n<h3>\u0627\u0633\u062a\u0641\u0627\u062f\u0647<\/h3>\n<ul>\n<li><strong>\u0628\u0627\u0632\u0627\u0631\u06cc\u0627\u0628\u06cc \u0648 \u0646\u0638\u0627\u0631\u062a \u0628\u0631 \u0628\u0631\u0646\u062f:<\/strong> \u062f\u0631\u06a9 \u0646\u0638\u0631\u0627\u062a \u0645\u0634\u062a\u0631\u06cc\u0627\u0646<\/li>\n<li><strong>\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u0634\u062a\u0631\u06cc:<\/strong> \u062a\u0642\u0648\u06cc\u062a \u062d\u0645\u0627\u06cc\u062a \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062f\u0631\u06a9 \u0627\u062d\u0633\u0627\u0633\u0627\u062a<\/li>\n<li><strong>\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0645\u062d\u0635\u0648\u0644:<\/strong> \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u0648 \u0628\u0627\u0632\u062e\u0648\u0631\u062f \u0645\u062d\u0635\u0648\u0644<\/li>\n<\/ul>\n<h3>\u0686\u0627\u0644\u0634 \u0647\u0627 \u0648 \u0645\u0633\u0627\u0626\u0644<\/h3>\n<ul>\n<li><strong>\u0637\u0639\u0646\u0647 \u0648 \u0627\u0628\u0647\u0627\u0645:<\/strong> \u0645\u0634\u06a9\u0644\u0627\u062a \u062f\u0631 \u062a\u0634\u062e\u06cc\u0635 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u0648\u0627\u0642\u0639\u06cc<\/li>\n<li><strong>\u0686\u0627\u0644\u0634 \u0647\u0627\u06cc \u0686\u0646\u062f \u0632\u0628\u0627\u0646\u0647:<\/strong> \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u062d\u062f\u0648\u062f \u0627\u0632 \u0632\u0628\u0627\u0646 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641<\/li>\n<\/ul>\n<h3>\u0631\u0627\u0647 \u062d\u0644 \u0647\u0627<\/h3>\n<ul>\n<li><strong>\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647:<\/strong> \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0645\u062f\u0644 \u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u0631<\/li>\n<li><strong>\u062a\u0631\u06a9\u06cc\u0628 \u0645\u062a\u0646:<\/strong> \u062f\u0631\u06a9 \u0632\u0645\u06cc\u0646\u0647 \u0648\u0633\u06cc\u0639 \u062a\u0631 \u0628\u0631\u0627\u06cc \u062a\u0641\u0633\u06cc\u0631 \u0627\u062d\u0633\u0627\u0633\u0627\u062a.<\/li>\n<\/ul>\n<h2>\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0648 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0647\u0627<\/h2>\n<h3>\u0645\u0634\u062e\u0635\u0627\u062a<\/h3>\n<ul>\n<li><strong>\u062a\u0637\u0628\u06cc\u0642 \u067e\u0630\u06cc\u0631\u06cc:<\/strong> \u0642\u0627\u0628\u0644 \u0627\u062c\u0631\u0627 \u062f\u0631 \u0635\u0646\u0627\u06cc\u0639 \u0648 \u062d\u0648\u0632\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641<\/li>\n<li><strong>\u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc:<\/strong> \u0633\u0637\u0648\u062d \u0645\u062e\u062a\u0644\u0641 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u0628\u0633\u062a\u0647 \u0628\u0647 \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647.<\/li>\n<li><strong>\u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u062c\u0631\u0627 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc:<\/strong> \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062c\u0631\u06cc\u0627\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0632\u0646\u062f\u0647.<\/li>\n<\/ul>\n<h3>\u0645\u0642\u0627\u06cc\u0633\u0647 \u0647\u0627<\/h3>\n<p>\u0645\u0642\u0627\u06cc\u0633\u0647 \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u0628\u0627 \u0633\u0627\u06cc\u0631 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u0645\u0634\u0627\u0628\u0647:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0645\u062f\u062a\u060c \u0627\u0635\u0637\u0644\u0627\u062d<\/th>\n<th>\u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a<\/th>\n<th>\u0634\u0631\u0627\u06cc\u0637 \u0645\u0631\u062a\u0628\u0637<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0647\u062f\u0641\u060c \u0648\u0627\u0642\u0639\u06af\u0631\u0627\u06cc\u0627\u0646\u0647<\/td>\n<td>\u062a\u0634\u062e\u06cc\u0635 \u0627\u0641\u06a9\u0627\u0631 \u0630\u0647\u0646\u06cc<\/td>\n<td>\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0648\u0627\u0642\u0639\u06cc<\/td>\n<\/tr>\n<tr>\n<td>\u062a\u06a9\u0646\u06cc\u06a9<\/td>\n<td>ML\u060c \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0648\u0627\u0698\u06af\u0627\u0646\u060c \u062a\u0631\u06a9\u06cc\u0628\u06cc<\/td>\n<td>\u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0642\u0627\u0646\u0648\u0646\u060c \u062a\u0637\u0628\u06cc\u0642 \u06a9\u0644\u0645\u0627\u062a \u06a9\u0644\u06cc\u062f\u06cc<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u062f\u06cc\u062f\u06af\u0627\u0647 \u0647\u0627 \u0648 \u0641\u0646\u0627\u0648\u0631\u06cc \u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647 \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a<\/h2>\n<ul>\n<li><strong>\u0627\u062f\u063a\u0627\u0645 \u0628\u0627 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0627\u0634\u06cc\u0627:<\/strong> \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u0635\u062f\u0627 \u0648 \u062d\u0627\u0644\u0627\u062a \u0686\u0647\u0631\u0647.<\/li>\n<li><strong>\u0645\u062f\u0644 \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647:<\/strong> \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u062f\u0642\u06cc\u0642 \u062a\u0631.<\/li>\n<li><strong>\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0628\u06cc\u0646 \u0632\u0628\u0627\u0646\u06cc:<\/strong> \u0634\u06a9\u0633\u062a\u0646 \u0645\u0648\u0627\u0646\u0639 \u0632\u0628\u0627\u0646\u06cc<\/li>\n<\/ul>\n<h2>\u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0632 \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f \u06cc\u0627 \u0628\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u0645\u0631\u062a\u0628\u0637 \u0634\u062f<\/h2>\n<p>\u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0645\u0627\u0646\u0646\u062f OneProxy \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0646\u0642\u0634 \u062d\u06cc\u0627\u062a\u06cc \u062f\u0631 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u0627\u06cc\u0641\u0627 \u06a9\u0646\u0646\u062f:<\/p>\n<ul>\n<li><strong>\u062e\u0631\u0627\u0634 \u062f\u0627\u062f\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627:<\/strong> \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u0645\u062e\u062a\u0644\u0641 \u0622\u0646\u0644\u0627\u06cc\u0646 \u0628\u0647 \u0635\u0648\u0631\u062a \u0627\u06cc\u0645\u0646.<\/li>\n<li><strong>\u0646\u0627\u0634\u0646\u0627\u0633 \u0628\u0648\u062f\u0646 \u0648 \u0627\u0645\u0646\u06cc\u062a:<\/strong> \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0646\u0627\u0634\u0646\u0627\u0633<\/li>\n<li><strong>\u062a\u0633\u062a \u0645\u0648\u0642\u0639\u06cc\u062a \u062c\u063a\u0631\u0627\u0641\u06cc\u0627\u06cc\u06cc:<\/strong> \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u062f\u0631 \u0645\u0646\u0627\u0637\u0642 \u0645\u062e\u062a\u0644\u0641<\/li>\n<\/ul>\n<h2>\u0644\u06cc\u0646\u06a9 \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637\u0647<\/h2>\n<ul>\n<li><a href=\"https:\/\/oneproxy.pro\/ir\/\" target=\"_new\" rel=\"noopener\">\u0648\u0628 \u0633\u0627\u06cc\u062a OneProxy<\/a><\/li>\n<li><a href=\"http:\/\/nlp.stanford.edu\/\" target=\"_new\" rel=\"noopener nofollow\">\u06af\u0631\u0648\u0647 NLP \u0627\u0633\u062a\u0627\u0646\u0641\u0648\u0631\u062f<\/a><\/li>\n<li><a href=\"https:\/\/www.nltk.org\/\" target=\"_new\" rel=\"noopener nofollow\">\u062c\u0639\u0628\u0647 \u0627\u0628\u0632\u0627\u0631 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc (NLTK)<\/a><\/li>\n<li><a href=\"http:\/\/www.cs.cornell.edu\/home\/llee\/omsa\/omsa.pdf\" target=\"_new\" rel=\"noopener nofollow\">\u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u0628\u0648 \u067e\u0627\u0646\u06af \u0648 \u0644\u06cc\u0644\u06cc\u0627\u0646 \u0644\u06cc<\/a><\/li>\n<\/ul>","protected":false},"featured_media":470461,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-478923","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Sentiment Analysis<\/mark>","faq_items":[{"question":"What is Sentiment Analysis?","answer":"<p>Sentiment Analysis, also known as opinion mining or emotion AI, is a field that uses natural language processing (NLP), text analysis, and computational linguistics to identify and extract subjective information from text. It determines the emotions or attitudes conveyed towards certain topics or products.<\/p>"},{"question":"What is the history of Sentiment Analysis?","answer":"<p>The history of sentiment analysis dates back to the early 2000s with the rise of Web 2.0. Researchers like Bo Pang and Lillian Lee were instrumental in developing sentiment analysis as a distinct field within computational linguistics, beginning in 2002.<\/p>"},{"question":"How does Sentiment Analysis work?","answer":"<p>Sentiment Analysis works by first preprocessing the text to remove unnecessary symbols and extract key words or phrases. Then, it uses machine learning algorithms to train models and classify the sentiments into categories like positive, negative, or neutral. Finally, a sentiment score is assigned to the analyzed content.<\/p>"},{"question":"What are the key features of Sentiment Analysis?","answer":"<p>Key features of Sentiment Analysis include its accuracy, real-time analysis capabilities, scalability, language support, and adaptability to various domains and contexts.<\/p>"},{"question":"What types of Sentiment Analysis exist?","answer":"<p>There are several types of Sentiment Analysis including Fine-Grained, Emotion Detection, Aspect-Based, and Intent Analysis. These types allow for various levels of analysis, from understanding specific emotions to analyzing sentiments towards particular aspects or features.<\/p>"},{"question":"How can Sentiment Analysis be used and what problems may arise?","answer":"<p>Sentiment Analysis can be used in marketing, brand monitoring, customer support, and product analysis. Some problems that may arise include the detection of sarcasm and ambiguity, and limited support for multiple languages. These challenges can be addressed through advanced algorithms and understanding broader contexts.<\/p>"},{"question":"How is Sentiment Analysis evolving and what future technologies are expected?","answer":"<p>Sentiment Analysis is expected to integrate with IoT for real-time analysis of voice and facial expressions, develop enhanced AI models through deep learning, and break language barriers with cross-language analysis.<\/p>"},{"question":"How can proxy servers like OneProxy be associated with Sentiment Analysis?","answer":"<p>Proxy servers like OneProxy can be used in sentiment analysis to securely gather data from various online sources, ensure anonymous data collection, and enable the analysis of sentiments across different regions through geo-location testing.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki\/478923","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki\/478923\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/media\/470461"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/media?parent=478923"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}