{"id":476415,"date":"2023-08-09T07:29:55","date_gmt":"2023-08-09T07:29:55","guid":{"rendered":""},"modified":"2023-09-05T11:12:42","modified_gmt":"2023-09-05T11:12:42","slug":"content-based-filtering","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/ir\/wiki\/content-based-filtering\/","title":{"rendered":"\u0641\u06cc\u0644\u062a\u0631\u06cc\u0646\u06af \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062d\u062a\u0648\u0627"},"content":{"rendered":"

\u0641\u06cc\u0644\u062a\u0631\u06cc\u0646\u06af \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062d\u062a\u0648\u0627 (CBF) \u0646\u0648\u0639\u06cc \u0633\u06cc\u0633\u062a\u0645 \u062a\u0648\u0635\u06cc\u0647 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0628\u06cc\u200c\u0634\u0645\u0627\u0631\u06cc\u060c \u0627\u0632 \u0648\u0628\u200c\u0633\u0627\u06cc\u062a\u200c\u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u062a \u0627\u0644\u06a9\u062a\u0631\u0648\u0646\u06cc\u06a9 \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u062a\u062d\u0648\u06cc\u0644 \u0645\u062d\u062a\u0648\u0627\u060c \u0628\u0631\u0627\u06cc \u0634\u062e\u0635\u06cc\u200c\u0633\u0627\u0632\u06cc \u062a\u062c\u0631\u0628\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0628\u0631\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u062a\u0648\u0635\u06cc\u0647\u200c\u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637\u060c \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u0648 \u062a\u0631\u062c\u06cc\u062d\u0627\u062a \u06cc\u06a9 \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0627\u0632 \u0622\u0646\u0647\u0627 \u06cc\u0627\u062f \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f. \u0628\u0647 \u062c\u0627\u06cc \u062a\u06a9\u06cc\u0647 \u0628\u0631 \u0631\u0641\u062a\u0627\u0631 \u0633\u0627\u06cc\u0631 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646\u060c \u067e\u0631\u0648\u0641\u0627\u06cc\u0644\u06cc \u0627\u0632 \u0633\u0644\u06cc\u0642\u0647 \u0647\u0631 \u06a9\u0627\u0631\u0628\u0631 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0645\u062d\u062a\u0648\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0627 \u0622\u0646 \u062f\u0631 \u062a\u0639\u0627\u0645\u0644 \u0627\u0633\u062a \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n

\u067e\u06cc\u062f\u0627\u06cc\u0634 \u0641\u06cc\u0644\u062a\u0631\u06cc\u0646\u06af \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062d\u062a\u0648\u0627<\/h2>\n

\u0627\u0648\u0644\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645 \u0641\u06cc\u0644\u062a\u0631\u06cc\u0646\u06af \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062d\u062a\u0648\u0627 \u0631\u06cc\u0634\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0631\u0648\u0632\u0647\u0627\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0628\u0627\u0632\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f. \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062f\u0647\u0647\u200c\u0647\u0627\u06cc 1960 \u0648 1970\u060c \u067e\u06cc\u0634\u200c\u0633\u0627\u0632\u0647\u0627\u06cc CBF \u0645\u062f\u0631\u0646 \u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u0638\u0647\u0648\u0631 \u0634\u0628\u06a9\u0647 \u062c\u0647\u0627\u0646\u06cc \u0648\u0628 \u062f\u0631 \u062f\u0647\u0647 1990 \u0634\u0627\u0647\u062f \u0638\u0647\u0648\u0631 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u062e\u062f\u0645\u0627\u062a \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0648\u0628 \u0628\u0648\u062f \u06a9\u0647 \u0628\u0647 \u062a\u0648\u0635\u06cc\u0647 \u0647\u0627\u06cc \u0634\u062e\u0635\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0634\u062a\u0646\u062f \u06a9\u0647 \u0645\u0646\u062c\u0631 \u0628\u0647 \u062a\u06a9\u0627\u0645\u0644 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc CBF \u0634\u062f.<\/p>\n

\u062f\u0631 \u0627\u0648\u0627\u062e\u0631 \u062f\u0647\u0647 1990\u060c \u06cc\u06a9 \u06af\u0631\u0648\u0647 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u06cc \u062f\u0631 \u062f\u0627\u0646\u0634\u06af\u0627\u0647 \u0645\u06cc\u0646\u0647\u200c\u0633\u0648\u062a\u0627\u060c GroupLens\u060c \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0648\u0644\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0641\u06cc\u0644\u062a\u0631 \u0645\u0634\u062a\u0631\u06a9 \u0631\u0627 \u062a\u0648\u0633\u0639\u0647 \u062f\u0627\u062f\u0646\u062f. \u06af\u0631\u0686\u0647 \u06af\u0631\u0648\u067e \u0644\u0646\u0632 \u062f\u0631 \u062f\u0631\u062c\u0647 \u0627\u0648\u0644 \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0645\u0634\u0627\u0631\u06a9\u062a\u06cc \u0627\u0633\u062a\u060c \u0627\u0645\u0627 \u0639\u0646\u0627\u0635\u0631 CBF \u0631\u0627 \u062f\u0631 \u062e\u0648\u062f \u062c\u0627\u06cc \u062f\u0627\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u06cc\u06a9 \u0646\u0642\u0637\u0647 \u0645\u062d\u0648\u0631\u06cc \u062f\u0631 \u062a\u0648\u0633\u0639\u0647 \u0622\u0646 \u0627\u0633\u062a.<\/p>\n

\u06a9\u0627\u0648\u0634 \u062f\u0631 \u0641\u06cc\u0644\u062a\u0631\u06cc\u0646\u06af \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062d\u062a\u0648\u0627<\/h2>\n

\u0641\u06cc\u0644\u062a\u0631 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062d\u062a\u0648\u0627 \u0628\u0627 \u0627\u06cc\u062c\u0627\u062f \u0646\u0645\u0627\u06cc\u0647 \u0627\u06cc \u0627\u0632 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0628\u0631\u06af\u0632\u06cc\u062f\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0645\u062d\u062a\u0648\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0627 \u0622\u0646 \u062a\u0639\u0627\u0645\u0644 \u062f\u0627\u0634\u062a\u0647 \u0627\u0646\u062f\u060c \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0646\u0645\u0627\u06cc\u0647 \u0647\u0627 \u0634\u0627\u0645\u0644 \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u062f\u0631\u0628\u0627\u0631\u0647 \u0646\u0648\u0639\u060c \u062f\u0633\u062a\u0647 \u06cc\u0627 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0645\u062d\u062a\u0648\u0627 \u0627\u0633\u062a. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u062f\u0631 \u0645\u0648\u0631\u062f \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u062a\u0648\u0635\u06cc\u0647 \u0641\u06cc\u0644\u0645\u060c \u06cc\u06a9 CBF \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u062f \u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0641\u06cc\u0644\u0645\u200c\u0647\u0627\u06cc \u0627\u06a9\u0634\u0646 \u0628\u0627 \u0628\u0627\u0632\u06cc \u06cc\u06a9 \u0628\u0627\u0632\u06cc\u06af\u0631 \u062e\u0627\u0635 \u0631\u0627 \u062a\u0631\u062c\u06cc\u062d \u0645\u06cc\u200c\u062f\u0647\u062f. \u0633\u067e\u0633 \u0633\u06cc\u0633\u062a\u0645 \u0645\u062d\u062a\u0648\u0627\u06cc \u0645\u0634\u0627\u0628\u0647 \u0631\u0627 \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n

CBF \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u0628\u0647\u200c\u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0627\u0632 \u062a\u062c\u0631\u0628\u0647 \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u062f \u0648 \u0628\u062f\u0648\u0646 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0631\u06cc\u0632\u06cc \u0635\u0631\u06cc\u062d\u060c \u0627\u0632 \u062a\u062c\u0631\u0628\u0647 \u0628\u0647\u0628\u0648\u062f \u06cc\u0627\u0628\u062f. \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0632 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc\u200c\u06a9\u0646\u0646\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0637\u06cc \u0633\u0627\u062f\u0647 \u062a\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0628\u0627\u0634\u0646\u062f. \u0627\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645 \u0646\u0645\u0627\u06cc\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u062f\u0631 \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0645\u062d\u062a\u0648\u0627\u06cc \u0628\u06cc\u0634\u062a\u0631 \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u062a\u0648\u0635\u06cc\u0647\u200c\u0647\u0627 \u0645\u0631\u062a\u0628\u0637 \u0647\u0633\u062a\u0646\u062f.<\/p>\n

\u0641\u06cc\u0644\u062a\u0631\u06cc\u0646\u06af \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062d\u062a\u0648\u0627: \u0645\u06a9\u0627\u0646\u06cc\u0633\u0645<\/h2>\n

\u0639\u0645\u0644\u06a9\u0631\u062f CBF \u0634\u0627\u0645\u0644 \u062f\u0648 \u062c\u0632\u0621 \u06a9\u0644\u06cc\u062f\u06cc \u0627\u0633\u062a: \u0646\u0645\u0627\u06cc\u0634 \u0645\u062d\u062a\u0648\u0627 \u0648 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0641\u06cc\u0644\u062a\u0631.<\/p>\n

    \n
  1. \n

    \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc \u0645\u062d\u062a\u0648\u0627<\/strong>: \u0647\u0631 \u0622\u06cc\u062a\u0645 \u062f\u0631 \u0633\u06cc\u0633\u062a\u0645 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u062a\u0648\u0635\u06cc\u0641\u06af\u0631\u0647\u0627 \u06cc\u0627 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a\u060c \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0647 \u0635\u0648\u0631\u062a \u0628\u0631\u062f\u0627\u0631\u06cc \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u06cc\u06a9 \u06a9\u062a\u0627\u0628 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0627 \u0628\u0631\u062f\u0627\u0631 \u06a9\u0644\u0645\u0627\u062a \u06a9\u0644\u06cc\u062f\u06cc \u0627\u0632 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0622\u0646 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u0648\u062f.<\/p>\n<\/li>\n

  2. \n

    \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0641\u06cc\u0644\u062a\u0631\u06cc\u0646\u06af<\/strong>: \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0641\u06cc\u0644\u062a\u0631\u06cc\u0646\u06af \u0645\u062f\u0644\u06cc \u0627\u0632 \u062a\u0631\u062c\u06cc\u062d\u0627\u062a \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u062a\u0639\u0627\u0645\u0644 \u06a9\u0627\u0631\u0628\u0631 \u0628\u0627 \u0645\u0648\u0627\u0631\u062f \u06cc\u0627\u062f \u0645\u06cc \u06af\u06cc\u0631\u062f. \u0633\u067e\u0633 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0627\u0631\u062a\u0628\u0627\u0637 \u0633\u0627\u06cc\u0631 \u0645\u0648\u0627\u0631\u062f \u0628\u0627 \u06a9\u0627\u0631\u0628\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<\/li>\n<\/ol>\n

    \u0631\u0645\u0632\u06af\u0634\u0627\u06cc\u06cc \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0641\u06cc\u0644\u062a\u0631\u06cc\u0646\u06af \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062d\u062a\u0648\u0627<\/h2>\n

    \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0641\u06cc\u0644\u062a\u0631\u06cc\u0646\u06af \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062d\u062a\u0648\u0627 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n

      \n
    1. \n

      \u0634\u062e\u0635\u06cc \u0633\u0627\u0632\u06cc<\/strong>: CBF \u0628\u0633\u06cc\u0627\u0631 \u0634\u062e\u0635\u06cc\u200c\u0633\u0627\u0632\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a \u0632\u06cc\u0631\u0627 \u062a\u0648\u0635\u06cc\u0647\u200c\u0647\u0627 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u0648 \u062a\u0631\u062c\u06cc\u062d\u0627\u062a \u06a9\u0627\u0631\u0628\u0631 \u062a\u06a9\u200c\u062a\u06a9 \u0645\u06cc\u200c\u062f\u0647\u062f\u060c \u0646\u0647 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0646\u0638\u0631 \u062c\u0645\u0639\u06cc \u062c\u0627\u0645\u0639\u0647 \u06a9\u0627\u0631\u0628\u0631.<\/p>\n<\/li>\n

    2. \n

      \u0634\u0641\u0627\u0641\u06cc\u062a<\/strong>: \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc CBF \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u062a\u0648\u0636\u06cc\u062d \u062f\u0647\u0646\u062f \u06a9\u0647 \u0686\u0631\u0627 \u06cc\u06a9 \u062a\u0648\u0635\u06cc\u0647 \u062e\u0627\u0635 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u06af\u0630\u0634\u062a\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0627\u0631\u0627\u0626\u0647 \u06a9\u0631\u062f\u0647 \u0627\u0646\u062f.<\/p>\n<\/li>\n

    3. \n

      \u062a\u0627\u0632\u06af\u06cc<\/strong>: CBF \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0645\u0648\u0627\u0631\u062f\u06cc \u0631\u0627 \u062a\u0648\u0635\u06cc\u0647 \u06a9\u0646\u062f \u06a9\u0647 \u0645\u062d\u0628\u0648\u0628 \u0646\u06cc\u0633\u062a\u0646\u062f \u06cc\u0627 \u0647\u0646\u0648\u0632 \u062a\u0648\u0633\u0637 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0631\u062a\u0628\u0647 \u0628\u0646\u062f\u06cc \u0646\u0634\u062f\u0647 \u0627\u0646\u062f \u0648 \u062a\u0646\u0648\u0639 \u0631\u0627 \u062a\u0631\u0648\u06cc\u062c \u0645\u06cc \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n

    4. \n

      \u0628\u062f\u0648\u0646 \u0634\u0631\u0648\u0639 \u0633\u0631\u062f<\/strong>: CBF \u0627\u0632 \u0645\u0634\u06a9\u0644 "\u0634\u0631\u0648\u0639 \u0633\u0631\u062f" \u0631\u0646\u062c \u0646\u0645\u06cc \u0628\u0631\u062f\u060c \u0632\u06cc\u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u062a\u0648\u0635\u06cc\u0647 \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0633\u0627\u06cc\u0631 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0646\u06cc\u0627\u0632\u06cc \u0646\u062f\u0627\u0631\u062f.<\/p>\n<\/li>\n<\/ol>\n

      \u0627\u0646\u0648\u0627\u0639 \u0641\u06cc\u0644\u062a\u0631\u06cc\u0646\u06af \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062d\u062a\u0648\u0627<\/h2>\n

      \u062f\u0631 \u0627\u0635\u0644 \u062f\u0648 \u0646\u0648\u0639 \u0633\u06cc\u0633\u062a\u0645 CBF \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f:<\/p>\n

        \n
      1. \n

        CBF \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0648\u06cc\u0698\u06af\u06cc<\/strong>: \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0645\u062a\u0645\u0627\u06cc\u0632 \u0627\u0642\u0644\u0627\u0645 \u0628\u0631\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u062a\u0648\u0635\u06cc\u0647 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u062a\u0648\u0635\u06cc\u0647 \u06cc\u06a9 \u0641\u06cc\u0644\u0645 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0698\u0627\u0646\u0631\u060c \u06a9\u0627\u0631\u06af\u0631\u062f\u0627\u0646 \u06cc\u0627 \u0628\u0627\u0632\u06cc\u06af\u0631\u0627\u0646.<\/p>\n<\/li>\n

      2. \n

        CBF \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u06a9\u0644\u0645\u0647 \u06a9\u0644\u06cc\u062f\u06cc<\/strong>: \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0627\u0632 \u06a9\u0644\u0645\u0627\u062a \u06a9\u0644\u06cc\u062f\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0634\u062f\u0647 \u0627\u0632 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0622\u06cc\u062a\u0645 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u062a\u0648\u0635\u06cc\u0647 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u062a\u0648\u0635\u06cc\u0647 \u06cc\u06a9 \u06a9\u062a\u0627\u0628 \u0628\u0631 \u0627\u0633\u0627\u0633 \u06a9\u0644\u0645\u0627\u062a \u06a9\u0644\u06cc\u062f\u06cc \u062f\u0631 \u062e\u0644\u0627\u0635\u0647 \u0622\u0646.<\/p>\n<\/li>\n<\/ol>\n

        \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0641\u06cc\u0644\u062a\u0631\u06cc\u0646\u06af \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062d\u062a\u0648\u0627: \u0686\u0627\u0644\u0634 \u0647\u0627 \u0648 \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627<\/h2>\n

        \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc CBF \u0628\u0647 \u0637\u0648\u0631 \u06af\u0633\u062a\u0631\u062f\u0647 \u062f\u0631 \u062a\u062c\u0627\u0631\u062a \u0627\u0644\u06a9\u062a\u0631\u0648\u0646\u06cc\u06a9\u060c \u062a\u062c\u0645\u06cc\u0639 \u0627\u062e\u0628\u0627\u0631 \u0648 \u062e\u062f\u0645\u0627\u062a \u0686\u0646\u062f \u0631\u0633\u0627\u0646\u0647 \u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0622\u0646\u0647\u0627 \u06af\u0627\u0647\u06cc \u0627\u0648\u0642\u0627\u062a \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0627 \u0645\u0634\u06a9\u0644 \u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u062a\u062e\u0635\u0635\u06cc \u062f\u0633\u062a \u0648 \u067e\u0646\u062c\u0647 \u0646\u0631\u0645 \u06a9\u0646\u0646\u062f\u060c \u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0641\u0642\u0637 \u0645\u0648\u0627\u0631\u062f\u06cc \u0645\u0634\u0627\u0628\u0647 \u0645\u0648\u0627\u0631\u062f\u06cc \u0631\u0627 \u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631 \u062f\u0631 \u06af\u0630\u0634\u062a\u0647 \u0628\u0627 \u0622\u0646\u0647\u0627 \u062a\u0639\u0627\u0645\u0644 \u062f\u0627\u0634\u062a\u0647 \u0627\u0633\u062a \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0645\u0646\u062c\u0631 \u0628\u0647 \u0639\u062f\u0645 \u062a\u0646\u0648\u0639 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n

        \u06cc\u06a9 \u0631\u0627\u0647 \u062d\u0644 \u0631\u0627\u06cc\u062c\u060c \u062a\u0631\u06a9\u06cc\u0628 \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u0641\u06cc\u0644\u062a\u0631 \u0645\u0634\u062a\u0631\u06a9\u060c \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0647\u0645 \u0627\u0632 \u062a\u0631\u062c\u06cc\u062d\u0627\u062a \u0641\u0631\u062f\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0648 \u0647\u0645 \u0627\u0632 \u0627\u0648\u0644\u0648\u06cc\u062a \u0647\u0627\u06cc \u062c\u0627\u0645\u0639\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0633\u0648\u062f \u0645\u06cc \u0628\u0631\u062f.<\/p>\n

        \u0641\u06cc\u0644\u062a\u0631\u06cc\u0646\u06af \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062d\u062a\u0648\u0627: \u0645\u0642\u0627\u06cc\u0633\u0647 \u0648 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627<\/h2>\n\n\n\n\n\n\n\n\n
        <\/th>\n\u0641\u06cc\u0644\u062a\u0631\u06cc\u0646\u06af \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062d\u062a\u0648\u0627<\/th>\n\u0641\u06cc\u0644\u062a\u0631 \u0645\u0634\u0627\u0631\u06a9\u062a\u06cc<\/th>\n\u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0647\u06cc\u0628\u0631\u06cc\u062f\u06cc<\/th>\n<\/tr>\n<\/thead>\n
        \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631<\/td>\n\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0641\u0631\u062f\u06cc \u06a9\u0627\u0631\u0628\u0631<\/td>\n\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0686\u0646\u062f \u06a9\u0627\u0631\u0628\u0631<\/td>\n\u0647\u0631 \u062f\u0648<\/td>\n<\/tr>\n
        \u0645\u0634\u06a9\u0644 \u0634\u0631\u0648\u0639 \u0633\u0631\u062f<\/td>\n\u062e\u06cc\u0631<\/td>\n\u0622\u0631\u0647<\/td>\n\u0628\u0633\u062a\u06af\u06cc \u0628\u0647 \u0627\u062c\u0631\u0627 \u062f\u0627\u0631\u0647<\/td>\n<\/tr>\n
        \u062a\u0646\u0648\u0639 \u062a\u0648\u0635\u06cc\u0647 \u0647\u0627<\/td>\n\u0645\u062d\u062f\u0648\u062f<\/td>\n\u0628\u0627\u0644\u0627<\/td>\n\u0645\u062a\u0639\u0627\u062f\u0644<\/td>\n<\/tr>\n
        \u0642\u0627\u0628\u0644 \u062a\u0648\u0636\u06cc\u062d<\/td>\n\u0628\u0627\u0644\u0627<\/td>\n\u0645\u062d\u062f\u0648\u062f<\/td>\n\u0645\u062a\u0639\u0627\u062f\u0644<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        \u0622\u06cc\u0646\u062f\u0647 \u0641\u06cc\u0644\u062a\u0631\u06cc\u0646\u06af \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062d\u062a\u0648\u0627<\/h2>\n

        \u0627\u0646\u062a\u0638\u0627\u0631 \u0645\u06cc \u0631\u0648\u062f \u067e\u06cc\u0634\u0631\u0641\u062a \u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647 \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u0648 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc CBF \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0647\u062f. \u0628\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642\u060c \u067e\u062a\u0627\u0646\u0633\u06cc\u0644 \u0627\u06cc\u062c\u0627\u062f \u067e\u0631\u0648\u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u06cc \u0638\u0631\u06cc\u0641 \u062a\u0631 \u0648 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0647\u0627\u06cc \u062f\u0642\u06cc\u0642 \u062a\u0631 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u062a\u0648\u0633\u0639\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0642\u0627\u0628\u0644 \u062a\u0648\u0636\u06cc\u062d \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0628\u0647\u0628\u0648\u062f \u0634\u0641\u0627\u0641\u06cc\u062a \u062a\u0648\u0635\u06cc\u0647\u200c\u0647\u0627 \u06a9\u0645\u06a9 \u06a9\u0646\u062f.<\/p>\n

        \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0648 \u0641\u06cc\u0644\u062a\u0631\u06cc\u0646\u06af \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062d\u062a\u0648\u0627<\/h2>\n

        \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u062f\u0631 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc CBF \u0645\u0641\u06cc\u062f \u0628\u0627\u0634\u0646\u062f. \u0622\u0646\u200c\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0645\u062d\u062a\u0648\u0627\u06cc\u06cc \u0631\u0627 \u06a9\u0647 \u062f\u0631 \u0628\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0628\u0627 \u0646\u0645\u0627\u06cc\u0647\u200c\u0647\u0627\u06cc \u0645\u0634\u0627\u0628\u0647 \u0645\u062d\u0628\u0648\u0628 \u0627\u0633\u062a \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u0646\u062f \u0648 \u0633\u0631\u0639\u062a \u0648 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u062d\u062a\u0648\u0627 \u0631\u0627 \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u0646\u062f. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0633\u0637\u062d\u06cc \u0627\u0632 \u0646\u0627\u0634\u0646\u0627\u0633 \u0628\u0648\u062f\u0646 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u06a9\u0646\u0646\u062f \u0648 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0646\u0646\u062f \u06a9\u0647 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0628\u0631\u06af\u0632\u06cc\u062f\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0628\u062f\u0648\u0646 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0645\u0633\u062a\u0642\u06cc\u0645 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/p>\n

        \u0644\u06cc\u0646\u06a9 \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637\u0647<\/h2>\n
          \n
        1. \u0645\u0631\u0648\u0631\u06cc \u0628\u0631 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u062a\u0648\u0635\u06cc\u0647<\/a><\/li>\n
        2. \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0641\u06cc\u0644\u062a\u0631\u06cc\u0646\u06af \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062d\u062a\u0648\u0627<\/a><\/li>\n
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        5. \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0648 \u062a\u062d\u0648\u06cc\u0644 \u0645\u062d\u062a\u0648\u0627<\/a><\/li>\n<\/ol>","protected":false},"featured_media":0,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-476415","wiki","type-wiki","status-publish","hentry"],"acf":{"faq_title":"Frequently Asked Questions about Content-Based Filtering: An In-depth Overview<\/mark>","faq_items":[{"question":"What is Content-Based Filtering?","answer":"

          Content-Based Filtering (CBF) is a type of recommendation system that personalizes user experiences by analyzing and learning from an individual user's actions and preferences. It offers recommendations based on the content a user interacts with.<\/p>"},{"question":"What is the history of Content-Based Filtering?","answer":"

          Content-Based Filtering emerged with the advent of the World Wide Web in the 1990s when web-based services required personalized recommendations. Precursors to modern CBF systems were information retrieval systems of the 1960s and 1970s.<\/p>"},{"question":"How does Content-Based Filtering work?","answer":"

          Content-Based Filtering works by creating a user profile based on the content they've interacted with. This includes information about the type, category, or features of the content. Machine learning algorithms are then used to automatically learn and improve from user interactions, updating user profiles and ensuring recommendations stay relevant.<\/p>"},{"question":"What are the key features of Content-Based Filtering?","answer":"

          Key features of Content-Based Filtering include high personalization, transparency of recommendations, capability of recommending non-popular items, and no \"cold start\" problem as it doesn't require other users\u2019 data to make recommendations.<\/p>"},{"question":"What types of Content-Based Filtering exist?","answer":"

          There are two primary types of Content-Based Filtering systems: Feature-based CBF that uses distinct characteristics of items to provide recommendations, and Keyword-based CBF that uses keywords extracted from item descriptions to make recommendations.<\/p>"},{"question":"What are some challenges and solutions related to Content-Based Filtering?","answer":"

          A common challenge with Content-Based Filtering is the over-specialization problem, where the system only recommends items similar to those the user has interacted with in the past. A solution to this problem is to incorporate collaborative filtering techniques, creating a hybrid system that benefits from both individual user preferences and community preferences.<\/p>"},{"question":"What is the future of Content-Based Filtering?","answer":"

          Future advancements in machine learning and AI are expected to significantly enhance the capabilities of Content-Based Filtering. With the rise of deep learning, there's potential to create more nuanced user profiles and make more accurate predictions. Additionally, the development of explainable AI models can improve the transparency of recommendations.<\/p>"},{"question":"How are proxy servers associated with Content-Based Filtering?","answer":"

          Proxy servers can be beneficial in Content-Based Filtering systems by caching content that's popular among users with similar profiles, thereby improving the speed and efficiency of content delivery. They can also provide a level of anonymity, ensuring user preferences are collected without directly identifying individual users.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki\/476415","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\/476415\/revisions"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/media?parent=476415"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}