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src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2025\/11\/black-box1.png\"  alt=\"\" width=\"678\" height=\"359\" \/> <\/p>\n<h2>\u4e3a\u4f55\u8981\u6253\u5f00\u201c\u9ed1\u7bb1\u201d\uff1f<\/h2>\n<p>\u5982\u679c\u201c\u9ed1\u7bb1\u201dAI\u7684\u9884\u6d4b\u7ed3\u679c\u975e\u5e38\u51c6\u786e\uff0c\u4e3a\u4ec0\u4e48\u8fd8\u8981\u8d39\u529b\u53bb\u7406\u89e3\u5176\u5185\u90e8\u673a\u5236\u5462\uff1f\u7b54\u6848\u662f\uff0c\u5728\u8bb8\u591a\u9ad8\u98ce\u9669\u548c\u9ad8\u5f71\u54cd\u529b\u7684\u573a\u666f\u4e2d\uff0c\u77e5\u9053\u201c\u662f\u4ec0\u4e48\u201d\u8fdc\u8fdc\u4e0d\u591f\uff0c\u5fc5\u987b\u77e5\u9053\u201c\u4e3a\u4ec0\u4e48\u201d\u3002<\/p>\n<p><strong>\u4fe1\u4efb\u4e0e\u53ef\u9760\u6027<\/strong><\/p>\n<p>\u5728\u533b\u7597\u3001\u91d1\u878d\u548c\u81ea\u52a8\u9a7e\u9a76\u7b49\u9886\u57df\uff0c\u9519\u8bef\u7684\u51b3\u7b56\u53ef\u80fd\u5bfc\u81f4\u707e\u96be\u6027\u540e\u679c\u3002<\/p>\n<ul>\n<li><strong>\u533b\u7597\u8bca\u65ad\uff1a<\/strong> \u5f53\u4e00\u4e2aAI\u7cfb\u7edf\u8bca\u65ad\u51fa\u75c5\u4eba\u60a3\u6709\u764c\u75c7\u65f6\uff0c\u533b\u751f\u548c\u75c5\u4eba\u90fd\u9700\u8981\u77e5\u9053AI\u662f\u57fa\u4e8e\u54ea\u4e9b\u5f71\u50cf\u5b66\u7279\u5f81\u5f97\u51fa\u7ed3\u8bba\u7684 \u3002\u5982\u679cAI\u7684\u5224\u65ad\u4f9d\u636e\u662f\u56fe\u50cf\u4e0a\u7684\u4e00\u4e2a\u65e0\u5173\u4f2a\u5f71\uff0c\u975e\u75c5\u7076\u672c\u8eab\uff0c\u90a3\u201c\u6b63\u786e\u201d\u7684\u7b54\u6848\u80cc\u540e\u53ef\u80fd\u9690\u85cf\u7740\u5de8\u5927\u7684\u98ce\u9669\u3002\u7f3a\u4e4f\u53ef\u89e3\u91ca\u6027\uff0c\u4f7f\u6211\u4eec\u65e0\u6cd5\u5145\u5206\u4fe1\u4efbAI\u7684\u8bca\u65ad\uff0c\u96be\u4ee5\u5728\u51fa\u73b0\u95ee\u9898\u65f6\u8fdb\u884c\u6709\u6548\u8c03\u8bd5\u548c\u4fee\u590d \u3002<\/li>\n<li><strong>\u81ea\u52a8\u9a7e\u9a76\uff1a<\/strong> \u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u5728\u7d27\u6025\u60c5\u51b5\u4e0b\u505a\u51fa\u51b3\u7b56\uff08\u4f8b\u5982\uff0c\u662f\u649e\u5411\u969c\u788d\u7269\u8fd8\u662f\u907f\u8ba9\u884c\u4eba\uff09\uff0c\u51b3\u7b56\u903b\u8f91\u5fc5\u987b\u662f\u900f\u660e\u548c\u53ef\u5ba1\u67e5\u7684\u3002\u5982\u679c\u53d1\u751f\u4e8b\u6545\uff0c\u9700\u8981\u591f\u8ffd\u6eaf\u6c7d\u8f66\u7684\u201c\u601d\u8003\u8fc7\u7a0b\u201d\uff0c\u786e\u5b9a\u8d23\u4efb\u5f52\u5c5e\u6539\u8fdb\u7cfb\u7edf\uff0c\u907f\u514d\u672a\u6765\u91cd\u8e48\u8986\u8f99 \u3002<\/li>\n<\/ul>\n<p><strong>\u516c\u5e73\u4e0e\u504f\u89c1<\/strong><\/p>\n<p>AI\u7cfb\u7edf\u662f\u4ece\u6570\u636e\u4e2d\u5b66\u4e60\u7684\uff0c\u5982\u679c\u8bad\u7ec3\u6570\u636e\u672c\u8eab\u5305\u542b\u4eba\u7c7b\u793e\u4f1a\u7684\u5386\u53f2\u504f\u89c1\uff0cAI\u4f1a\u6beb\u65e0\u4fdd\u7559\u5730\u5b66\u4e60\uff0c\u653e\u5927\u504f\u89c1\u3002<\/p>\n<ul>\n<li><strong>AI\u62db\u8058\uff1a<\/strong> \u67d0\u516c\u53f8\u66fe\u5f00\u53d1\u4e00\u4e2aAI\u62db\u8058\u5de5\u5177\uff0c\u7528\u4e8e\u7b5b\u9009\u7b80\u5386\u3002\u7531\u4e8e\u8bad\u7ec3\u6570\u636e\u4e3b\u8981\u6765\u81ea\u8fc7\u53bb\u6210\u529f\u7684\u7537\u6027\u5458\u5de5\uff0c\u7cfb\u7edf\u5b66\u4f1a\u4e86\u5bf9\u5305\u542b\u201c\u5973\u6027\u201d\u5b57\u773c\u6216\u6bd5\u4e1a\u4e8e\u5973\u5b50\u5b66\u9662\u7684\u7b80\u5386\u8fdb\u884c\u964d\u6743\u5904\u7406 \u3002\u201c\u9ed1\u7bb1\u201d\u7279\u6027\u4f7f\u5f97\u6b67\u89c6\u6027\u884c\u4e3a\u88ab\u9690\u85cf\u5728\u590d\u6742\u7684\u7b97\u6cd5\u80cc\u540e\uff0c\u96be\u4ee5\u88ab\u53d1\u73b0\u548c\u7ea0\u6b63\uff0c\u5bf9\u793e\u4f1a\u516c\u5e73\u6784\u6210\u4e25\u91cd\u5a01\u80c1\u3002<\/li>\n<li><strong>\u4fe1\u8d37\u5ba1\u6279\uff1a<\/strong> \u5982\u679cAI\u4fe1\u8d37\u6a21\u578b\u62d2\u7edd\u4e86\u67d0\u4e2a\u5c11\u6570\u65cf\u88d4\u7fa4\u4f53\u7684\u8d37\u6b3e\u7533\u8bf7\uff0c\u9700\u8981\u77e5\u9053\u57fa\u4e8e\u5176\u5408\u6cd5\u7684\u8d22\u52a1\u6307\u6807\uff0c\u8fd8\u662f\u53d7\u5230\u6570\u636e\u4e2d\u9690\u542b\u7684\u79cd\u65cf\u504f\u89c1\u7684\u5f71\u54cd\u3002\u7f3a\u4e4f\u900f\u660e\u5ea6\u4f7f\u5f97\u76d1\u7ba1\u673a\u6784\u96be\u4ee5\u786e\u4fdd\u91d1\u878d\u670d\u52a1\u7684\u516c\u5e73\u6027 \u3002<\/li>\n<\/ul>\n<p><strong>\u5b89\u5168\u4e0e\u9c81\u68d2\u6027<\/strong><\/p>\n<p>\u201c\u9ed1\u7bb1\u201d\u6a21\u578b\u53ef\u80fd\u4ee5\u610f\u60f3\u4e0d\u5230\u7684\u65b9\u5f0f\u201c\u8d70\u6377\u5f84\u201d\uff0c\u6216\u8005\u5bf9\u5fae\u5c0f\u7684\u3001\u4eba\u773c\u65e0\u6cd5\u5bdf\u89c9\u7684\u8f93\u5165\u53d8\u5316\u6781\u5176\u654f\u611f\uff08\u5373\u201c\u5bf9\u6297\u6027\u653b\u51fb\u201d\uff09\u3002<\/p>\n<p>\u4f8b\u5982\uff0c\u7814\u7a76\u4eba\u5458\u53d1\u73b0\uff0c\u5728\u56fe\u50cf\u8bc6\u522bAI\u7684\u8f93\u5165\u56fe\u7247\u4e0a\u6dfb\u52a0\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u5fae\u5c0f\u566a\u58f0\uff0c\u53ef\u4ee5\u8ba9\u6a21\u578b\u628a\u4e00\u5f20\u201c\u718a\u732b\u201d\u7684\u56fe\u7247\u8bc6\u522b\u4e3a\u201c\u957f\u81c2\u733f\u201d\u3002\u5bf9\u4e8e\u4eba\u8138\u8bc6\u522b\u3001\u81ea\u52a8\u9a7e\u9a76\u7b49\u5b89\u5168\u6538\u5173\u7684\u7cfb\u7edf\uff0c\u8fd9\u79cd\u8106\u5f31\u6027\u662f\u81f4\u547d\u7684\u3002\u6253\u5f00\u201c\u9ed1\u7bb1\u201d\uff0c\u7406\u89e3\u6a21\u578b\u5173\u6ce8\u7684\u7279\u5f81\uff0c\u6709\u52a9\u4e8e\u53d1\u73b0\u201c\u963f\u5580\u7409\u65af\u4e4b\u8e35\u201d\uff0c\u6784\u5efa\u66f4\u7a33\u5065\u3001\u66f4\u5b89\u5168\u7684AI\u7cfb\u7edf\u3002<\/p>\n<h2>\u53ef\u89e3\u91caAI\uff08XAI\uff09\u6280\u672f\u6982\u89c8<\/h2>\n<p class=\"mt-4\">\u4e3a\u5e94\u5bf9\u201d\u9ed1\u7bb1\u201d\u6311\u6218\uff0c\u53ef\u89e3\u91ca\u4eba\u5de5\u667a\u80fd\uff08Explainable AI, XAI\uff09\u9886\u57df\u5e94\u8fd0\u800c\u751f\u3002XAI\u7684\u76ee\u6807\u662f\u5f00\u53d1\u4e00\u7cfb\u5217\u6280\u672f\u548c\u65b9\u6cd5\uff0c\u4e3aAI\u51b3\u7b56\u63d0\u4f9b\u6709\u610f\u4e49\u3001\u53ef\u7406\u89e3\u7684\u89e3\u91ca\u3002<\/p>\n<div id=\"section4-1\" class=\"mb-8\">\n<p><strong>\u00a0\u4e8b\u540e\u89e3\u91ca\uff08Post-hoc Explanations\uff09<\/strong><\/p>\n<p class=\"mb-4\">\u5c06\u73b0\u6709\u201d\u9ed1\u7bb1\u201d\u6a21\u578b\u89c6\u4e3a\u6574\u4f53\uff0c\u901a\u8fc7\u5916\u90e8\u201d\u63a2\u6d4b\u201d\u6765\u89e3\u91ca\u5176\u884c\u4e3a\uff0c\u65e0\u9700\u6539\u53d8\u6a21\u578b\u672c\u8eab\uff1a<\/p>\n<div class=\"tech-grid\">\n<div class=\"tech-item\">\n<ul>\n<li><strong>LIME\uff08\u5c40\u90e8\u53ef\u89e3\u91ca\u6a21\u578b\u65e0\u5173\u89e3\u91ca\uff09<\/strong>\uff1aLIME\u7684\u6838\u5fc3\u601d\u60f3\u662f\u201d\u4ee5\u7b80\u9a6d\u7e41\u201d\uff0c\u4e13\u6ce8\u4e8e\u89e3\u91ca\u5355\u4e2a\u9884\u6d4b\u3002\u5728\u5f85\u89e3\u91ca\u6837\u672c\u70b9\u5468\u56f4\u751f\u6210\u5927\u91cf\u5fae\u6270\u52a8\u6570\u636e\u70b9\uff0c\u7528\u7b80\u5355\u4ee3\u7406\u6a21\u578b\uff08\u5982\u7ebf\u6027\u56de\u5f52\u6216\u51b3\u7b56\u6811\uff09\u62df\u5408\u5c40\u90e8\u6570\u636e\u70b9\u7684\u884c\u4e3a\u3002<\/li>\n<li><strong>SHAP\uff08\u6c99\u666e\u5229\u52a0\u6027\u89e3\u91ca\uff09<\/strong>\uff1aSHAP\u6e90\u4e8e\u535a\u5f08\u8bba\u4e2d\u7684\u201d\u6c99\u666e\u5229\u503c\u201d\u6982\u5ff5\uff0c\u5c06\u201d\u6a21\u578b\u9884\u6d4b\u201d\u770b\u4f5c\u4e00\u573a\u5408\u4f5c\u6e38\u620f\uff0c\u6bcf\u4e2a\u201d\u8f93\u5165\u7279\u5f81\u201d\u90fd\u662f\u4e00\u540d\u73a9\u5bb6\u3002SHAP\u503c\u8ba1\u7b97\u6bcf\u4e2a\u7279\u5f81\u5bf9\u6700\u7ec8\u9884\u6d4b\u7ed3\u679c\u7684\u8fb9\u9645\u8d21\u732e\u3002<\/li>\n<li><strong>\u53ef\u89c6\u5316\u65b9\u6cd5<\/strong>\uff1a\u7279\u522b\u662f\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\uff0c\u7c7b\u6fc0\u6d3b\u56fe\uff08CAM\uff09\u548cGrad-CAM\u80fd\u751f\u6210\u201d\u70ed\u529b\u56fe\u201d\uff0c\u53e0\u52a0\u5728\u539f\u59cb\u56fe\u50cf\u4e0a\uff0c\u9ad8\u4eae\u663e\u793a\u5bf9\u6a21\u578b\u5206\u7c7b\u8d21\u732e\u6700\u5927\u7684\u50cf\u7d20\u533a\u57df\u3002<\/li>\n<\/ul><\/div>\n<\/p><\/div>\n<p class=\"text-sm text-gray-600 mt-2 text-center\"><img decoding=\"async\" class=\"aligncenter wp-image-66387\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2025\/11\/black-box1-2-1.png\"  alt=\"\" width=\"678\" height=\"359\" \/><\/p>\n<\/p><\/div>\n<div id=\"section4-2\" class=\"mb-8\">\n<p><strong>\u5185\u5728\u53ef\u89e3\u91ca\u6a21\u578b\uff08Intrinsically Interpretable Models\uff09<\/strong><\/p>\n<p class=\"mb-4\">\u53e6\u4e00\u6761\u8def\u5f84\u662f\u76f4\u63a5\u8bbe\u8ba1\u548c\u4f7f\u7528\u672c\u8eab\u7ed3\u6784\u5c31\u76f8\u5bf9\u900f\u660e\u7684\u6a21\u578b\uff0c\u5373\u6240\u8c13\u7684\u201d\u767d\u7bb1\u201d\u6a21\u578b\uff1a<\/p>\n<ul class=\"list-disc pl-6 space-y-2 mb-4\">\n<li><strong>\u51b3\u7b56\u6811<\/strong>\uff1a\u50cf\u6d41\u7a0b\u56fe\u4e00\u6837\u6e05\u6670\uff0c\u53ef\u4ee5\u6cbf\u7740\u8282\u70b9\u548c\u5206\u652f\u8ffd\u8e2a\u51b3\u7b56\u8def\u5f84\u3002<\/li>\n<li><strong>\u7ebf\u6027\u56de\u5f52<\/strong>\uff1a\u901a\u8fc7\u7cfb\u6570\u5927\u5c0f\u76f4\u63a5\u53cd\u6620\u7279\u5f81\u91cd\u8981\u6027\u3002<\/li>\n<li><strong>\u903b\u8f91\u56de\u5f52<\/strong>\uff1a\u540c\u6837\u901a\u8fc7\u7cfb\u6570\u63d0\u4f9b\u76f4\u89c2\u89e3\u91ca\u3002<\/li>\n<\/ul>\n<p>\u8fd1\u5e74\u6765\uff0c\u7814\u7a76\u8005\u5728\u52aa\u529b\u521b\u9020\u65b0\u578b\u6a21\u578b\u7ed3\u6784\uff0c\u8bd5\u56fe\u5728\u4fdd\u6301\u9ad8\u6027\u80fd\u7684\u540c\u65f6\uff0c\u5185\u5728\u5730\u878d\u5165\u53ef\u89e3\u91ca\u6027\uff0c\u4f8b\u5982\u5e26\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u6a21\u578b\uff0c\u6ce8\u610f\u529b\u6743\u91cd\u672c\u8eab\u5c31\u80fd\u4f5c\u4e3a\u4e00\u79cd\u89e3\u91ca\u3002<\/p>\n<h2>\u5b9e\u8df5\u4e2d\u7684\u201c\u900f\u660e\u5316\u201d\u2014\u2014\u5178\u578b\u6848\u4f8b\u6df1\u5ea6\u5256\u6790<\/h2>\n<p>\u7406\u8bba\u7684\u4ef7\u503c\u5728\u4e8e\u5b9e\u8df5\u3002\u4e0b\u9762\u901a\u8fc7\u4e09\u4e2a\u9ad8\u5ea6\u76f8\u5173\u7684\u6848\u4f8b\uff0c\u5177\u4f53\u5ba1\u89c6\u201c\u9ed1\u7bb1\u201d\u95ee\u9898\u7684\u5f71\u54cd\u4ee5\u53caXAI\u6280\u672f\u5982\u4f55\u5e26\u6765\u6539\u53d8\u3002<\/p>\n<p><strong>\u6848\u4f8b\u4e00\uff1a\u533b\u7597\u5f71\u50cf\u8bca\u65ad<\/strong>\u200d<\/p>\n<ul>\n<li><strong>\u80cc\u666f\uff1a<\/strong> \u533b\u9662\u5f15\u5165\u4e00\u5957\u5148\u8fdb\u7684AI\u7cfb\u7edf\uff0c\u7528\u5728\u8f85\u52a9\u533b\u751f\u901a\u8fc7\u80f8\u90e8X\u5149\u7247\u7b5b\u67e5\u65e9\u671f\u80ba\u764c\u3002\u7cfb\u7edf\u5728\u6d4b\u8bd5\u4e2d\u8868\u73b0\u51fa\u6781\u9ad8\u7684\u51c6\u786e\u7387\u3002<\/li>\n<li><strong>\u9ed1\u7bb1\u95ee\u9898\uff1a<\/strong> \u6295\u5165\u4e34\u5e8a\u4f7f\u7528\u540e\uff0c\u533b\u751f\u4eec\u53d1\u73b0\uff0c\u5c3d\u7ba1AI\u7684\u8bca\u65ad\u7ed3\u679c\u591a\u6570\u662f\u6b63\u786e\u7684\uff0c\u4f46\u4e0d\u6562\u5b8c\u5168\u91c7\u4fe1\u3002\u5f53AI\u5c06\u4e00\u5f20\u5f71\u50cf\u6807\u8bb0\u4e3a\u201c\u9ad8\u5ea6\u53ef\u7591\u201d\u65f6\uff0c\u533b\u751f\u65e0\u6cd5\u77e5\u9053AI\u662f\u770b\u5230\u5178\u578b\u7684\u80bf\u7624\u7ed3\u8282\uff0c\u8fd8\u662f\u88ab\u808b\u9aa8\u9634\u5f71\u3001\u6216\u662fX\u5149\u673a\u4e0a\u7684\u6c61\u70b9\u6240\u8bef\u5bfc\u3002\u4e0d\u786e\u5b9a\u6027\u4f7fAI\u6ca6\u4e3a\u201c\u5efa\u8bae\u201d\u5de5\u5177\uff0c\u6f5c\u529b\u8fdc\u672a\u88ab\u53d1\u6325\u3002<\/li>\n<li><strong>XAI\u6280\u672f\u5e94\u7528\uff1a<\/strong> \u533b\u9662\u4e3a\u7cfb\u7edf\u96c6\u6210\u4e00\u5957\u57fa\u4e8eGrad-CAM\u7684\u53ef\u89e3\u91ca\u6027\u6a21\u5757\u3002\u6bcf\u5f53AI\u505a\u51fa\u201c\u9ad8\u5ea6\u53ef\u7591\u201d\u7684\u5224\u65ad\u65f6\uff0c\u7cfb\u7edf\u540c\u65f6\u8f93\u51fa\u4e00\u5f20\u70ed\u529b\u56fe\uff0c\u5728\u539f\u59cbX\u5149\u7247\u4e0a\u7cbe\u786e\u5730\u9ad8\u4eae\u51faAI\u8ba4\u4e3a\u6700\u53ef\u7591\u7684\u533a\u57df \u3002<\/li>\n<li><strong>\u7ed3\u679c\uff1a<\/strong>\u533b\u751f\u80fd\u7acb\u5373\u770b\u5230AI\u7684\u201c\u89c6\u7ebf\u7126\u70b9\u201d\u3002\u5982\u679c\u9ad8\u4eae\u533a\u57df\u4e0e\u533b\u751f\u51ed\u501f\u4e13\u4e1a\u77e5\u8bc6\u5224\u65ad\u7684\u53ef\u7591\u533a\u57df\u4e00\u81f4\uff0c\u533b\u751f\u5bf9AI\u8bca\u65ad\u7684\u4fe1\u5fc3\u4f1a\u5927\u5927\u589e\u5f3a\u3002\u5982\u679c\u9ad8\u4eae\u533a\u57df\u51fa\u73b0\u5728\u975e\u5178\u578b\u6216\u533b\u751f\u5ffd\u7565\u7684\u4f4d\u7f6e\uff0c\u80fd\u63d0\u9192\u533b\u751f\u8fdb\u884c\u66f4\u4ed4\u7ec6\u7684\u68c0\u67e5\u3002\u5982\u679c\u9ad8\u4eae\u533a\u57df\u843d\u5728\u660e\u663e\u65e0\u5173\u7684\u5730\u65b9\uff0c\u533b\u751f\u80fd\u5feb\u901f\u5224\u65ad\u8fd9\u662f\u4e00\u6b21\u8bef\u62a5\u3002AI\u4ece\u4ee4\u4eba\u4e0d\u5b89\u7684\u201c\u9ed1\u7bb1\u201d\uff0c\u8f6c\u53d8\u6210\u533b\u751f\u80fd\u4e0e\u4e4b\u201c\u5bf9\u8bdd\u201d\u3001\u76f8\u4e92\u9a8c\u8bc1\u7684\u667a\u80fd\u52a9\u624b\u3002<\/li>\n<\/ul>\n<p><strong>\u6848\u4f8b\u4e8c\uff1a\u91d1\u878d\u4fe1\u8d37\u5ba1\u6279<\/strong>\u200d<\/p>\n<ul>\n<li><strong>\u80cc\u666f\uff1a<\/strong> 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\u94f6\u884c\u5f15\u5165\u57fa\u4e8eSHAP\u7684\u89e3\u91ca\u7cfb\u7edf\u3002\u5f53\u4e0b\u4e00\u4f4d\u7c7b\u4f3c\u5ba2\u6237\u7684\u7533\u8bf7\u88ab\u62d2\u7edd\u65f6\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u751f\u6210\u4e00\u4efd\u7b80\u660e\u7684\u89e3\u91ca\u62a5\u544a \u3002<\/li>\n<li><strong>\u7ed3\u679c\uff1a<\/strong>\u00a0\u62a5\u544a\u53ef\u80fd\u4f1a\u8fd9\u6837\u663e\u793a\uff1a\u201c\u60a8\u7684\u8d37\u6b3e\u7533\u8bf7\u88ab\u62d2\u7edd\uff0c\u4e3b\u8981\u57fa\u4e8e\u4ee5\u4e0b\u4e09\u4e2a\u56e0\u7d20\u7684\u7efc\u5408\u8bc4\u4f30\uff1a1)\u00a0<strong>\u8fd1\u671f\u4fe1\u7528\u5361\u67e5\u8be2\u6b21\u6570\u8fc7\u591a<\/strong>\uff08\u8d1f\u5411\u5f71\u54cd\u6700\u5927\uff09\uff1b2)\u00a0<strong>\u73b0\u6709\u503a\u52a1\u4e0e\u6536\u5165\u6bd4\u8f83\u9ad8<\/strong>\uff08\u8d1f\u5411\u5f71\u54cd\u6b21\u4e4b\uff09\uff1b3)\u00a0<strong>\u4fe1\u7528\u5386\u53f2\u5e74\u9650\u8f83\u77ed<\/strong>\uff08\u6709\u4e00\u5b9a\u8d1f\u5411\u5f71\u54cd\uff09\u3002\u201d 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