{"id":13742,"date":"2018-12-16T01:00:00","date_gmt":"2018-12-15T17:00:00","guid":{"rendered":"http:\/\/swarma.org\/f4554ba819\/"},"modified":"2018-12-18T17:49:30","modified_gmt":"2018-12-18T09:49:30","slug":"f4554ba819","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=13742","title":{"rendered":"\u516d\u5ea6\u5206\u9694\u5b9e\u9a8c\u7684\u5e7f\u6cdb\u5f71\u54cd | \u96c6\u667a\u767e\u79d1"},"content":{"rendered":"
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\u4e0a\u4e00\u7bc7\u63a8\u9001\u4e86\u5c0f\u4e16\u754c\u5b9e\u9a8c\/\u516d\u5ea6\u5206\u9694\u5b9e\u9a8c\u7684\u5185\u5bb9<\/span><\/a>\u3002<\/strong><\/span>\u4eca\u5929\u4e3b\u8981\u6765\u770b\u770b\u516d\u5ea6\u5206\u9694\u5c0f\u4e16\u754c\u5b9e\u9a8c\u7684\u5f71\u54cd\u53ca\u73b0\u72b6<\/strong>\u3002<\/span>\u5185\u5bb9\u6765\u81ea\u96c6\u667a\u767e\u79d1\uff0c\u96c6\u667a\u767e\u79d1\u662f\u590d\u6742\u7cfb\u7edf\u9886\u57df\u7684\u767e\u79d1\u5168\u4e66\uff0c\u6db5\u76d6\u590d\u6742\u7cfb\u7edf\u9886\u57df\u7684\u57fa\u672c\u6982\u5ff5<\/strong>\uff08\u6301\u7eed\u5b8c\u5584\u4e2d\uff09\u3002<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u6211\u4eec\u6b63\u5728\u7ec4\u7ec7\u64b0\u5199\u7ffb\u8bd1\u76f8\u5e94\u7684\u7ef4\u57fa\u8bcd\u6761\uff0c\u5e76\u9644\u4e0a\u4ee3\u7801\u5b9e\u73b0\u3002\u60f3\u8981\u81ea\u5df1\u521b\u5efa\u8bcd\u6761\uff0c\u4e00\u8d77\u8d21\u732e\u77e5\u8bc6\u7684\u5c0f\u4f19\u4f34\u4eec\u53ef\u4ee5\u901a\u8fc7\u94fe\u63a5\u62a5\u540d\u54e6\u3002<\/span>\u70b9\u51fb\u300c\u7f16\u8f91\u300d\uff0c\u505a\u4e9b\u6539\u53d8\uff0c\u6309\u4e0b\u300c\u4fdd\u5b58\u300d\uff0c\u4f60\u5c06\u5f71\u54cd\u4e16\u754c\uff01<\/a><\/span><\/strong><\/p>\n<\/blockquote>\n<\/p>\n

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\u5f15\u7206\u70b9\uff0c\u672c\u4e66\u662f\u9a6c\u5c14\u79d1\u59c6\u00b7\u683c\u62c9\u5fb7\u5a01\u5c14\u6839\u636e\u9996\u53d1\u4e8e\u7ebd\u7ea6\u5ba2\u4e0a\u7684\u6587\u7ae0\u5199\u8457\u7684\uff0c\u8be6\u7ec6\u8bba\u8ff0\u4e86\u9610\u8ff0\u4e86\u201c\u6f0f\u6597\u201d<\/strong>\u8fd9\u4e00\u6982\u5ff5\u3002\u5bf9\u4e8e\u90a3\u4e9b\u4e89\u8bba\u516d\u5ea6\u5206\u9694\u73b0\u8c61\u4f9d\u8d56\u4e8e\u5c11\u6570\u62e5\u6709\u8f83\u5927\u7684\u793e\u4ea4\u5708\u7684\uff08\u201c\u8054\u7cfb\u5458\u201d\uff09\u7684\u793e\u4f1a\u5b66\u7814\u7a76\uff0c\u683c\u62c9\u5fb7\u5a01\u5c14\u603b\u7ed3\u9053\uff1a\u8fd9\u4e9b\u4e2d\u5fc3\u4eba\u7269\u5f71\u54cd\u4e86\u7edd\u5176\u4ed6\u5927\u591a\u6570\u7684\u5f31\u8fde\u63a5\u4e2a\u4f53\u7684\u8fde\u63a5\u6570\u3002<\/strong><\/span><\/p>\n

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\u7136\u800c\uff0c\u5728\u6700\u8fd1\u5173\u4e8e\u5c0f\u4e16\u754c\u73b0\u8c61\u5f71\u54cd\u7684\u75be\u75c5\u4f20\u64ad\u7684\u7814\u7a76\u4e2d\uff0c\u6697\u793a\u4e86\u7531\u4e8e\u5f3a\u8fde\u901a\u7684\u793e\u4ea4\u7f51\u7edc\u7684\u81ea\u7136\u5c5e\u6027\uff0c\u5c31\u4ece\u4e00\u4e2a\u4eba\u7fa4\u4e2d\u53bb\u9664\u4e86\u90a3\u4e9b\u5728\u56fe\u4e2d\u51e0\u4e4e\u4e0d\u5f71\u54cd\u5e73\u5747\u8def\u5f84\u957f\u5ea6\u7684\u4e2d\u5fc3\u4eba\u7269\u3002<\/span><\/p>\n

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\u5bf9\u4e8e\u4e00\u4e2a\u66f4\u5c0f\u7684\u7fa4\u4f53\uff0c\u6bd4\u5982\u6570\u5b66\u5bb6\u548c\u6f14\u5458\uff0c\u7814\u7a76\u8868\u660e\u4ed6\u4eec\u4e4b\u95f4\u901a\u8fc7\u4eba\u9645\u94fe\u6216\u8005\u804c\u4e1a\u8054\u7cfb\u7d27\u5bc6\u5730\u8054\u7cfb\u5728\u4e00\u8d77\u3002\u6570\u5b66\u5bb6\u6839\u636ePaul Erd\u0151s\u7684\u51fa\u7248\u7269\u521b\u9020\u51fa\u4e86Erd\u0151s number\u6765\u63cf\u8ff0\u4eba\u9645\u95f4\u7684\u8ddd\u79bb\u3002<\/span><\/p>\n

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\u4e00\u4e2a\u76f8\u4f3c\u7684\u8fd0\u7528\u88ab\u7528\u6765\u5206\u6790\u6f14\u5458Kevin Bacon\u548c\u4e0e\u4ed6\u5408\u4f5c\u62cd\u6444\u7684\u5176\u4ed6\u6f14\u5458\u7684\u5173\u7cfb\uff0c\u540e\u8005\u7684\u52aa\u529b\u542f\u53d1\u4e86\u6e38\u620f\u201cSix Degrees of Kevin Bacon\u201d\u3002<\/strong>\u6e38\u620f\u4e2d\u7684\u6f14\u5458-\u6570\u5b66\u5bb6\u548c\u6570\u5b66\u5bb6-\u6f14\u5458\u7684\u7ec4\u5408\u4e5f\u88ab\u5408\u79f0\u4e3aErd\u0151s-Bacon number\u3002\u98ce\u9761\u5df2\u4e45\u7684\u4e9a\u6d32\u56f4\u68cb\u7684\u68cb\u624b\u901a\u8fc7\u8ba1\u7b97Shusaku number\u6765\u63cf\u8ff0\u4ed6\u4eec\u4e0e\u4f1f\u5927\u68cb\u624bHoninbo Shusaku\u4e4b\u95f4\u7684\u8ddd\u79bb\uff0c\u8fd9\u4e2a\u6570\u5b57\u7ed9\u51fa\u4e86\u6bd4\u8d5b\u4e2d\u68cb\u624b\u7684\u5206\u79bb\u5ea6\u3002<\/span><\/p>\n

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Erd\u0151s-Bacon number<\/span><\/strong><\/span><\/p>\n

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\u5f53\u4eca\uff0c\u5c0f\u4e16\u754c\u95ee\u9898\u4ecd\u65e7\u662f\u4e00\u4e2a\u70ed\u95e8\u7684\u7814\u7a76\u4e3b\u9898\uff0c\u8bb8\u591a\u5b9e\u9a8c\u4ecd\u5728\u6301\u7eed\u5f00\u5c55\u4e2d\u3002\u6bd4\u5982\uff0cPeter Dodds\uff0cRoby Muhamad\u548cDuncan Watts\u5bf9Milgram\u7684\u5b9e\u9a8c\u8fdb\u884c\u4e86\u9996\u6b21\u5927\u89c4\u6a21\u91cd\u590d\u5b9e\u9a8c\uff0c\u5176\u4e2d\u5305\u62ec24163\u5c01\u7535\u5b50\u90ae\u4ef6\u901a\u8baf\u94fe\u548c\u4e16\u754c\u8303\u56f4\u5185\u768418\u4f4d\u76ee\u6807\u8054\u7cfb\u4eba\u3002<\/span><\/p>\n

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\u901a\u8baf\u7f51\u7edc<\/span><\/strong><\/span><\/p>\n

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Dodds\u7b49\u4eba\u540c\u65f6\u53d1\u73b0\uff0c\u5373\u4f7f\u8003\u8651\u4e86\u8bef\u5dee\uff0c\u901a\u8baf\u94fe\u7684\u5e73\u5747\u957f\u5ea6\u4e5f\u8fd1\u4f3c\u4e3a\u516d\u3002\u5361\u6885\u9686\u5927\u5b66\uff08 Carnegie Mellon University\uff09\u505a\u8fc7\u4e00\u4e2a\u57fa\u4e8e\u53d7\u6b22\u8fce\u7684\u793e\u4ea4\u7f51\u7ad9\u7684\u76f8\u4f3c\u7684\u5b9e\u9a8c\u3002\u7ed3\u679c\u8868\u660e\u51e0\u4e4e\u6ca1\u6709\u6d88\u606f\u80fd\u591f\u771f\u6b63\u62b5\u8fbe\u76ee\u7684\u5730\u3002\u7136\u800c\uff0c\u7c73\u5c14\u683c\u62c9\u59c6\u6240\u4f7f\u7528\u7684\u65b9\u6cd5\u4e5f\u88ab\u7528\u4e8e\u8fd9\u9879\u7814\u7a76\u3002<\/span><\/p>\n

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\u7f51\u7edc\u6a21\u578b<\/span><\/strong><\/span><\/p>\n

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1998\u5e74\uff0c\u6765\u81ea\u5eb7\u5948\u5c14\u5927\u5b66\u7684Duncan J. Watts\u548cSteven Strogatz\u53d1\u8868\u4e86\u5c0f\u4e16\u754c\u73b0\u8c61\u7684\u7b2c\u4e00\u4e2a\u7f51\u7edc\u6a21\u578b\u3002\u4ed6\u4eec\u63ed\u793a\u4e86\uff0c\u65e0\u8bba\u662f\u81ea\u7136\u754c\u7684\u8fd8\u662f\u4eba\u9020\u4e16\u754c\u4e2d\u7684\u7f51\u7edc\uff0c\u6bd4\u5982\u8bf4\u79c0\u4e3d\u9690\u6746\u7ebf\u866b\u548c\u8f93\u7535\u7f51\u7edc\uff0c\u5747\u5c55\u73b0\u51fa\u4e86\u5c0f\u4e16\u754c\u7684\u7279\u5f81\u3002<\/strong>Watts\u548cStrogatz\u53d1\u73b0\uff0c\u5bf9\u4e8e\u4e00\u4e2a\u8d77\u59cb\u89c4\u5219\u7684\u7f51\u683c\uff0c\u589e\u52a0\u5c11\u91cf\u7684\u968f\u673a\u8fb9\u4f1a\u964d\u4f4e\u76f4\u5f84\u2014\u2014\u7f51\u7edc\u4e2d\u7684\u4efb\u610f\u4e24\u70b9\u4e4b\u95f4\u7684\u6700\u957f\u7684\u76f4\u63a5\u8def\u5f84\uff08direct path\uff09\u2014\u2014\u4ece\u5f88\u957f\u53d8\u5230\u5f88\u77ed\u3002<\/span><\/p>\n<\/h2>\n

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\u6765\u6e90\uff1a\u300aNIPS2017\u4e0a\u6709\u5173\u7ebf\u866b\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u542f\u53d1\u300b<\/span><\/strong><\/p>\n

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\u8fd9\u9879\u7814\u7a76\u6700\u521d\u6e90\u4e8eWatts\u60f3\u8981\u7406\u89e3\u87cb\u87c0\uff08cricket\uff09\u5171\u9e23\u73b0\u8c61\u6240\u505a\u7684\u52aa\u529b\uff0c\u8fd9\u79cd\u540c\u6b65\u73b0\u8c61\u5c55\u73b0\u4e86\u4e00\u4e2a\u5927\u8303\u56f4\u5185\u7684\u9ad8\u5ea6\u534f\u8c03\u6027\uff0c\u4eff\u4f5b\u8fd9\u4e9b\u5c0f\u866b\u4eec\u88ab\u4e00\u4f4d\u65e0\u5f62\u7684\u6307\u6325\u5bb6\u6240\u5f15\u5bfc\u3002\u4ece\u6b64\uff0cWatts\u548cStrogatz\u4e3a\u4e86\u89e3\u91ca\u8fd9\u79cd\u73b0\u8c61\u6240\u5efa\u7acb\u7684\u6570\u5b66\u6a21\u578b\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u4e0d\u540c\u9886\u57df\u3002\u7528Watts\u7684\u8bdd\u8bf4\uff1a\u201c\u6211\u8ba4\u4e3a\uff0c\u9664\u4e86\u82f1\u8bed\u6587\u5b66\u5708\u4ee5\u5916\uff0c\u6211\u51e0\u4e4e\u6536\u5230\u4e86\u6765\u81ea\u5404\u884c\u5404\u4e1a\u4eba\u58eb\u7684\u8054\u7cfb\u3002\u6211\u6709\u7740\u6765\u81ea\u6570\u5b66\u5bb6\uff0c\u7269\u7406\u5b66\u5bb6\uff0c\u751f\u7269\u5316\u5b66\u5bb6\uff0c\u795e\u7ecf\u79d1\u5b66\u5bb6\uff0c\u8ba4\u77e5\u5b66\u5bb6\uff0c\u7ecf\u6d4e\u5b66\u5bb6\uff0c\u793e\u4f1a\u5b66\u5bb6\uff0c\u4ee5\u53ca\u5c06\u5c0f\u4e16\u754c\u7684\u6982\u5ff5\u8fd0\u7528\u4e8e\u56e0\u7279\u7f51\u4e0a\u7684\u7f51\u7edc\u5316\u7684\u90a3\u4e9b\u6765\u81ea\u5e02\u573a\uff0c\u4fe1\u606f\u7cfb\u7edf\uff0c\u571f\u6728\u5de5\u7a0b\uff0c\u548c\u5546\u4e1a\u4f01\u4e1a\u7684\u4eba\u7684\u6765\u4fe1\u3002\u201d<\/span><\/p>\n

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\u793e\u4ea4\u7f51\u7edc<\/span><\/strong><\/span><\/p>\n

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\u603b\u4f53\u4e0a\uff0c\u4ed6\u4eec\u7684\u6a21\u578b\u8bc1\u5b9e\u4e86Mark Granovetter\u7684\u89c2\u5bdf\uff1a\u201c\u5f31\u8fde\u63a5\u7684\u5f3a\u5ea6\u201d\uff08”the strength of weak ties”\uff09\u805a\u62e2\u4e86\u4e00\u4e2a\u793e\u4ea4\u7f51\u7edc\u3002<\/strong>\u5c3d\u7ba1\u8fd9\u4e2a\u5177\u4f53\u7684\u6a21\u578b\u5df2\u7ecf\u88abJon Kleinberg\u6cdb\u5316\uff0c\u590d\u6742\u7f51\u7edc\u9886\u57df\u4e2d\u4ecd\u65e7\u9057\u7559\u7740\u4e00\u4e2a\u5178\u578b\u6848\u4f8b\u7814\u7a76\u3002\u5728\u7f51\u7edc\u7406\u8bba\u4e2d\uff0c\u5c0f\u4e16\u754c\u7f51\u7edc\u6a21\u578b\u4ee3\u8868\u7684\u60f3\u6cd5\u5df2\u7ecf\u5f97\u5230\u5e7f\u6cdb\u63a2\u7a76\u3002<\/span><\/p>\n

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\u5b9e\u9645\u4e0a\uff0c\u51e0\u4e2a\u968f\u673a\u56fe\uff08random graph\uff09\u5f97\u51fa\u7684\u7ecf\u5178\u7ed3\u8bba\u663e\u793a\u5c31\u7b97\u6ca1\u6709\u5b9e\u9645\u7684\u62d3\u6251\u7ed3\u6784\u7684\u7f51\u7edc\u4e5f\u80fd\u5c55\u73b0\u51fa\u5c0f\u4e16\u754c\u73b0\u8c61\uff0c\u7528\u6570\u5b66\u63cf\u8ff0\u5c31\u662f\uff1a\u7f51\u7edc\u7684\u76f4\u5f84\u589e\u957f\u968f\u7740\u8282\u70b9\u6570\u5448\u5bf9\u6570\u589e\u52a0\uff08\u800c\u4e0d\u662f\u6b63\u6bd4\u4e8e\u8282\u70b9\u6570\uff09\u3002<\/strong>\u8fd9\u4e2a\u7ed3\u679c\u6620\u5c04\u5230\u7f51\u7edc\u4e0a\u5c31\u7c7b\u4f3c\u4e8e\u5e42\u5f8b\u5206\u5e03\uff08power-law degree distribution\uff09\uff0c\u6bd4\u5982\u8bf4\u65e0\u6807\u5ea6\u7f51\u7edc\uff08scale-free networks\uff09\u3002<\/span><\/p>\n

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\u5728\u8ba1\u7b97\u673a\u79d1\u5b66\u4e2d\uff0c\u5c0f\u4e16\u754c\u73b0\u8c61\uff08\u5c3d\u7ba1\u901a\u5e38\u4e0d\u8fd9\u6837\u79f0\u547c\uff09\u88ab\u7528\u4e8e\u7814\u53d1\u56e0\u7279\u7f51\u548c\u65e0\u7ebf\u81ea\u7ec4\u7f51\uff08ad hoc\uff09\u5b89\u5168\u7684P2P\u534f\u8bae\uff0c\u65b0\u7684\u8def\u7531\u7b97\u6cd5\uff0c\u4ee5\u53ca\u5404\u7c7b\u901a\u4fe1\u7f51\u7edc\u7684\u641c\u7d22\u7b97\u6cd5\u3002<\/span><\/p>\n

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\u6d41\u884c\u6587\u5316\u9886\u57df<\/strong><\/span><\/p>\n

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\u793e\u4ea4\u7f51\u7edc\u5145\u65a5\u5728\u7f8e\u56fd\u548c\u5176\u5b83\u5730\u533a\u7684\u6d41\u884c\u6587\u5316\u4e2d\u3002\u7279\u522b\u5730\uff0c\u516d\u5ea6\u7684\u8bb0\u53f7\u5df2\u7ecf\u6210\u4e3a\u4e86\u96c6\u4f53\u610f\u8bc6\uff08collective consciousness\uff09\u7684\u4e00\u90e8\u5206\u3002<\/strong><\/span>Facebook\uff0cFriendster\uff0cMySpace\uff0cXING\uff0cOrkut,Cyworld\uff0cBebo\u4e00\u7c7b\u7684\u793e\u4ea4\u7f51\u7ad9\u901a\u8fc7\u8fd0\u7528\u793e\u4ea4\u7f51\u7edc\u7684\u7406\u5ff5\uff0c\u5df2\u7ecf\u6781\u5927\u5730\u589e\u52a0\u4e86\u7f51\u7edc\u7a7a\u95f4\u4e2d\u7684\u8fde\u901a\u5ea6\u3002<\/span><\/p>\n

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\u6765\u6e90\uff1a\u96c6\u667a\u767e\u79d1<\/span><\/p>\n

\u5730\u5740\uff1a<\/span><\/p>\n

http:\/\/wiki.swarma.net\/index.php\/%E5%B0%8F%E4%B8%96%E7%95%8C%E8%AF%95%E9%AA%8C<\/span><\/p>\n

\u7f16\u8f91\uff1a\u5b5f\u5a55<\/span><\/p>\n<\/blockquote>\n

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\u63a8\u8350\u9605\u8bfb<\/strong><\/span><\/p>\n

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\u5c0f\u4e16\u754c\u7f51\u7edc\u4e4b\u7236\u9093\u80af\u00b7\u74e6\u8328\u7ecf\u5178\u56de\u987e<\/strong><\/a><\/p>\n

\u5c0f\u4e16\u754c\u7f51\u7edc\u3001\u504f\u597d\u4f9d\u9644\u673a\u5236\u3001\u8de8\u5b66\u79d1\u7814\u7a76<\/strong><\/a><\/p>\n

\u89e3\u8bfb\u5e42\u5f8b\u4e0e\u65e0\u6807\u5ea6\u7f51\u7edc | \u7f51\u7edc\u79d1\u5b66\u5165\u95e8<\/strong><\/a><\/p>\n

\u65e0\u6807\u5ea6\u7f51\u7edc\u7406\u8bba\u4e4b\u7236Barab\u00e1si\u56de\u5e94\u8d28\u7591<\/strong><\/a><\/p>\n

\u7406\u8bba\u5371\u673a | \u65e0\u6807\u5ea6\u7f51\u7edc\u906d\u5230\u53f2\u4e0a\u6700\u4e25\u91cd\u8d28\u7591<\/strong><\/a><\/p>\n

\u70b9\u51fb\u300c\u7f16\u8f91\u300d\uff0c\u505a\u4e9b\u6539\u53d8\uff0c\u6309\u4e0b\u300c\u4fdd\u5b58\u300d\uff0c\u4f60\u5c06\u5f71\u54cd\u4e16\u754c\uff01<\/strong><\/a><\/p>\n<\/p>\n

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\u96c6\u667a\u4ff1\u4e50\u90e8QQ\u7fa4\uff5c877391004<\/span><\/strong><\/p>\n

\u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org<\/span><\/strong><\/p>\n

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\u25c6<\/span>\u25c6<\/span>\u25c6<\/span><\/span><\/strong><\/strong><\/h1>\n<\/section>\n

\u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/span><\/p>\n<\/p>\n

\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/span><\/p>\n

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\"\u96c6\u667a\"<\/div>\n<\/section>\n

\u8ba9\u82f9\u679c\u7838\u5f97\u66f4\u731b\u70c8\u4e9b\u5427\uff01<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u539f\u6587\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff08 \u96c6\u667a\u4ff1\u4e50\u90e8 \uff09\uff1a\u96c6\u667a<\/a><\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

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