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Based recommendation)\uff0c\u4e3b\u8981\u662f\u8403\u53d6\u51fa\u7269\u54c1\u7684\u7279\u5fb5\uff0c\u4e26\u5229\u7528\u9019\u4e9b\u7279\u5fb5\u8a08\u7b97\u51fa\u7269\u54c1\u9593\u7684\u76f8\u4f3c\u6027\uff0c\u518d\u6839\u64da\u4f7f\u7528\u8005\u7684\u4e4b\u524d\u7684\u559c\u597d\uff0c\u627e\u51fa\u76f8\u4f3c\u7684\u7269\u54c1\u7576\u4f5c\u63a8\u85a6\u3002<\/p>\n\n\n\n<p>\u53e6\u4e00\u985e\u5247\u662f\u5354\u540c\u904e\u6ffe(Collaborative Filtering)\uff0c\u85c9\u7531\u4f7f\u7528\u8005\u5011\u5c0d\u5404\u7269\u54c1\u7684\u559c\u597d\uff0c\u4f86\u8a08\u7b97\u51fa\u7269\u54c1\u9593\u7684\u76f8\u4f3c\u7a0b\u5ea6\u6216\u4f7f\u7528\u8005\u9593\u7684\u76f8\u4f3c\u7a0b\u5ea6\uff0c\u518d\u57fa\u65bc\u9019\u4e9b\u76f8\u4f3c\u7a0b\u5ea6\u4f86\u7d66\u51fa\u63a8\u85a6\u3002<\/p>\n\n\n\n<p>\u9019\u5169\u985e\u6f14\u7b97\u6cd5\u4e00\u500b\u91cd\u8981\u7684\u5dee\u5225\u5728\u65bc\u76f8\u4f3c\u5ea6\u7684\u8a08\u7b97\u65b9\u5f0f\u53ca\u80cc\u5f8c\u4ee3\u8868\u7684\u8a0a\u606f\u3002\u300c\u57fa\u65bc\u5167\u5bb9\u7684\u63a8\u85a6\u300d\u8a08\u7b97\u7684\u662f\u7269\u54c1\u300c\u5167\u5bb9\u300d\u7684\u76f8\u4f3c\u7a0b\u5ea6\uff0c\u4f46\u8981\u600e\u9ebc\u627e\u51fa\u5167\u5bb9\u7684\u76f8\u4f3c\u7a0b\u5ea6\u5462\uff1f\u4e00\u822c\u662f\u5c07\u5167\u5bb9\u8403\u53d6\u51fa\u300c\u7279\u5fb5\u300d\u5f8c\u518d\u6bd4\u8f03\u7269\u54c1\u7279\u5fb5\u7684\u76f8\u4f3c\u5ea6\u3002\u63db\u8a00\u4e4b\uff0c\u5982\u679c\u7279\u5fb5\u8403\u53d6\u7684\u4e0d\u597d\u6216\u4e0d\u5920\u591a\uff0c\u5247\u7269\u54c1\u7684\u76f8\u4f3c\u5ea6\u7684\u4ee3\u8868\u6027\u5c31\u4e0d\u5920\uff1b\u800c\u5354\u540c\u904e\u6ffe\u5247\u8a08\u7b97\u7684\u662f\u559c\u597d\u7684\u76f8\u4f3c\u7a0b\u5ea6\uff0c\u7c21\u55ae\u4f86\u8aaa\uff0c\u559c\u6b61\uff21\u7269\u54c1\u7684\u4f7f\u7528\u8005\u8ddf\u559c\u6b61\uff22\u7269\u54c1\u7684\u4f7f\u7528\u8005\u5169\u7fa4\u4eba\u7684\u91cd\u758a\u5ea6\u8d8a\u9ad8\uff0c\u5247\uff21\uff22\u7269\u54c1\u7684\u76f8\u4f3c\u5ea6\u5c31\u9ad8\u3002\u9019\u7b97\u6cd5\u7684\u91cd\u9ede\u5c31\u6703\u662f\u600e\u9ebc\u7372\u5f97\u4f7f\u7528\u8005\u5c0d\u7269\u54c1\u7684\u559c\u597d\u3002\u4e00\u822c\u4f86\u8aaa\uff0c\u53ef\u5206\u6210\u76f4\u63a5\u8a62\u554f\u4f7f\u7528\u8005\uff0c\u4f8b\u5982\uff0c\u554f\u5377\uff08\u986f\u5f0f\u56de\u994b\uff09\u3001\u5f9e\u4f7f\u7528\u8005\u7684\u884c\u70ba\u4f5c\u63a8\u8ad6\uff0c\u4f8b\u5982\u8cfc\u8cb7\u884c\u70ba\uff08\u96b1\u5f0f\u56de\u994b\uff09\u3002<\/p>\n\n\n\n<p>\u61c9\u7528\u5728TibaMe\u4e0a\uff0c\u57fa\u65bc\u5167\u5bb9\u7684\u63a8\u85a6\uff0c\u4e3b\u8981\u9762\u81e8\u7684\u554f\u984c\u53ef\u80fd\u662f\u76f8\u4f3c\u6027\u7684\u8a08\u7b97\u662f\u53d7\u5230\u8403\u53d6\u51fa\u7684\u7279\u5fb5\u5f71\u97ff\u3002\u800c\u4ee5\u7dda\u4e0a\u8ab2\u7a0b\u7684\u5167\u5bb9\u800c\u8a00\uff0c\u5176\u5be6\u8981\u8403\u53d6\u51fa\u8db3\u5920\u591a\u53ca\u8db3\u5920\u597d\u7684\u7279\u5fb5\u662f\u76f8\u5c0d\u56f0\u96e3\u7684\uff0c\u9700\u8981\u6295\u5165\u8f03\u591a\u7684\u6642\u9593\u548c\u6210\u672c\u3002\u9019\u6a23\u7684\u63a8\u85a6\u65b9\u5f0f\u53ef\u80fd\u8f03\u96e3\u5448\u73fe\u5167\u5bb9\u4e0d\u91cd\u758a\u3001\u4f46\u537b\u606f\u606f\u76f8\u95dc\u7684\u5169\u500b\u8ab2\u7a0b\u3002<\/p>\n\n\n\n<p>\u800c\u5354\u540c\u904e\u6ffe\u7684\u63a8\u85a6\uff0c\u78b0\u5230\u7684\u554f\u984c\u662f\u65b0\u7269\u54c1\u5c1a\u672a\u8207\u4f7f\u7528\u8005\u6709\u4e92\u52d5\uff0c\u56e0\u6b64\u65b0\u7269\u54c1\u4e00\u958b\u59cb\u8a08\u7b97\u4e0d\u51fa\u8207\u5176\u5b83\u7269\u54c1\u7684\u76f8\u4f3c\u7a0b\u5ea6\uff0c\u6216\u8005\u53ef\u4ee5\u8aaa\u4e00\u958b\u59cb\u8ddf\u5176\u5b83\u7269\u54c1\u90fd\u662f\u5b8c\u5168\u4e0d\u76f8\u4f3c\u7684\uff08\u9019\u6a23\u7684\u554f\u984c\u4e00\u822c\u6703\u7a31\u4f5c\u7269\u54c1\u51b7\u555f\u52d5\uff09\u3002\u4f46\u6211\u5011\u7684\u8ab2\u7a0b\u5c0d\u65bc\u5373\u6642\u6027\u7684\u9700\u6c42\u76f8\u5c0d\u6c92\u6709\u9019\u9ebc\u8feb\u5207\u3002\u4e14\u7269\u54c1\u51b7\u555f\u52d5\u554f\u984c\u53ef\u4ee5\u7528\u4e00\u4e9b\u65b9\u5f0f\u8655\u7406\uff0c\u4f8b\u5982\uff0c\u65b0\u7269\u54c1\u5148\u8acb\u5c08\u5bb6\u63d0\u4f9b\u76f8\u95dc\u8ab2\u7a0b\u7684\u63a8\u85a6\u6216\u662f\u63a8\u85a6\u540c\u9818\u57df\u7684\u8ab2\u7a0b\u7b49\u7b49\u3002<\/p>\n\n\n\n<p>\u6700\u5f8c\u5728\u8003\u91cf\u5230\u63a8\u85a6\u6548\u679c\u3001\u6642\u9593\u3001\u6210\u672c\u3001\u5177\u9ad4\u89e3\u6c7a\u65b9\u6848\u7b49\u9762\u5411\u5f8c\uff0c\u5354\u540c\u904e\u6ffe\u6210\u70ba\u4e86TibaMe\u73fe\u884c\u63a8\u85a6\u7cfb\u7d71\u7684\u6838\u5fc3\u6f14\u7b97\u6cd5\u3002\u82e5\u8981\u518d\u66f4\u7d30\u4e00\u9ede\u7684\u5b9a\u7fa9\u662f\u57fa\u65bc\u7269\u54c1\u7684\u5354\u540c\u904e\u6ffe(Item-Based\nCF)\u3002<\/p>\n\n\n\n<p>\u4e0b\u7bc7\u5247\u4ecb\u7d39TibaMe\u5be6\u8e10\u9019\u500b\u7cfb\u7d71\u7684\u4e00\u500b\u904e\u7a0b&gt; 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