{"id":24913,"date":"2024-01-19T09:49:22","date_gmt":"2024-01-19T01:49:22","guid":{"rendered":"https:\/\/achieve.dhcn.cn\/?p=24913"},"modified":"2024-04-04T01:19:33","modified_gmt":"2024-04-03T17:19:33","slug":"%e6%b9%8d%e6%b5%81%e4%b8%ad%e7%9a%84%e7%a8%b3%e6%80%81%ef%bc%9a%e4%b8%9c%e6%99%8b%e9%97%a8%e9%98%80%e8%b4%b5%e6%97%8f%e7%9a%84%e7%a4%be%e4%bc%9a%e7%bd%91%e7%bb%9c","status":"publish","type":"post","link":"https:\/\/achieve.dhcn.cn\/en\/site\/works\/dhjournal\/202204\/24913.html","title":{"rendered":"\u6e4d\u6d41\u4e2d\u7684\u7a33\u6001\uff1a\u4e1c\u664b\u95e8\u9600\u8d35\u65cf\u7684\u793e\u4f1a\u7f51\u7edc"},"content":{"rendered":"<p class=\"has-text-color has-medium-font-size\" style=\"color:#374599\"><strong>\u6570\u5b57\u53f2\u5b66<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"430\" src=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/2022-4-1-1024x430.jpg\" alt=\"\" class=\"wp-image-24930\" style=\"aspect-ratio:2.3813953488372093;width:517px;height:auto\" srcset=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/2022-4-1-1024x430.jpg 1024w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/2022-4-1-300x126.jpg 300w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/2022-4-1-768x323.jpg 768w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/2022-4-1-18x8.jpg 18w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/2022-4-1.jpg 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-color\" style=\"color:#476d4d;font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.078), 15px);\"><strong>\u5c1a\u95fb\u4e00 \/ \u7f8e\u56fd\u4f0a\u5229\u8bfa\u4f0a\u5927\u5b66\u5384\u5df4\u7eb3-\u9999\u69df\u5206\u6821<\/strong><\/p>\n\n\n\n<p class=\"has-text-color\" style=\"color:#476d4d;font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.078), 15px);\"><strong>\u6851\u6893\u6d32 \/ \u7f8e\u56fd\u4f0a\u5229\u8bfa\u4f0a\u5927\u5b66\u5384\u5df4\u7eb3-\u9999\u69df\u5206\u6821<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background is-style-wide\" style=\"background-color:#476d4d;color:#476d4d\"\/>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0);color:#415834\" class=\"has-inline-color\">\u6458\u3000\u8981\uff1a<\/mark><\/strong>\u4e1c\u664b\uff08317\u2014420\uff09\u5e38\u88ab\u5386\u53f2\u5b66\u5bb6\u8ba4\u4e3a\u7531\u95e8\u9600\u8d35\u65cf\u6240\u5bb0\u5236\u3002\u7f51\u7edc\u5206\u6790\u901a\u8fc7\u5c06\u7814\u7a76\u8303\u56f4\u4ece\u95e8\u9600\u653f\u6cbb\u6269\u5c55\u5230\u8d35\u65cf\u5236\u793e\u4f1a\uff0c\u4e3a\u7406\u89e3\u8fd9\u4e9b\u95e8\u9600\u8d35\u65cf\u63d0\u4f9b\u4e86\u4e00\u4e2a\u72ec\u7279\u7684\u89c6\u89d2\u3002\u6587\u7ae0\u57fa\u4e8e\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u7684\u6587\u672c\uff0c\u91cd\u6784\u4e86\u4e1c\u664b\u95e8\u9600\u8d35\u65cf\u7684\u793e\u4f1a\u7f51\u7edc\u3002\u4f5c\u4e3a\u5fd7\u4eba\u5c0f\u8bf4\u96c6\uff0c\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e3a\u4e1c\u664b\u8d35\u65cf\u7684\u793e\u4ea4\u4e92\u52a8\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6750\u6599\uff0c\u5e76\u80fd\u7528\u4e8e\u793e\u4f1a\u7f51\u7edc\u7684\u7efc\u5408\u5206\u6790\u3002\u6587\u7ae0\u4f7f\u7528\u7f51\u7edc\u6a21\u62df\u548c\u6307\u6570\u968f\u673a\u56fe\u6a21\u578b\uff08ERGM\uff09\u63cf\u8ff0\u7f51\u7edc\u7684\u7ed3\u6784\uff0c\u8ba1\u7b97\u7d2f\u8ba1\u8fb9\u6743\u6765\u5ea6\u91cf\u7f51\u7edc\u4e2d\u57fa\u4e8e\u95e8\u9600\u5f52\u5c5e\u7684\u540c\u8d28\u6027\uff08homophily\uff09\uff0c\u5e76\u8ba1\u7b97\u591a\u79cd\u4e2d\u5fc3\u6027\u6307\u6807\u4ee5\u8bc4\u4f30\u4e0d\u540c\u4eba\u7269\u7684\u91cd\u8981\u6027\u3002\u7ed3\u679c\u8868\u660e\uff0c\u8be5\u793e\u4f1a\u7f51\u7edc\u4e2d\u57fa\u4e8e\u95e8\u9600\u5f52\u5c5e\u7684\u540c\u8d28\u6027\u5b58\u5728\uff0c\u4f46\u8fd9\u79cd\u540c\u8d28\u6027\u8f83\u5f31\u3002\u5c3d\u7ba1\u51fa\u81ea\u540c\u4e00\u95e8\u9600\u7684\u4e0d\u540c\u4eba\u7269\u503e\u5411\u4e8e\u4fdd\u6301\u5bc6\u5207\u7684\u5173\u7cfb\uff0c\u4e0d\u540c\u95e8\u9600\u4e4b\u95f4\u7684\u793e\u4f1a\u5173\u7cfb\u540c\u6837\u5e38\u89c1\u3002\u4e0d\u540c\u4e8e\u8bf8\u591a\u65e2\u6709\u7814\u7a76\u5bf9\u95e8\u9600\u8d35\u65cf\u4e4b\u95f4\u51b2\u7a81\u7684\u5f3a\u8c03\uff0c\u6587\u7ae0\u4e3b\u5f20\uff0c\u5728\u4e1c\u664b\u4e00\u671d\uff0c\u5b58\u5728\u7740\u4e00\u79cd\u663e\u660e\u7684\u5c06\u95e8\u9600\u8d35\u65cf\u4f5c\u4e3a\u4e00\u4e2a\u8eab\u4efd\u56e2\u4f53\uff08status group\uff09\u52a0\u4ee5\u7edf\u5408\u7684\u793e\u4f1a\u51dd\u805a\u529b\uff08social cohesion\uff09\u3002\u8fd9\u79cd\u793e\u4f1a\u51dd\u805a\u529b\u5728\u8fd9\u4e9b\u8d35\u65cf\u653f\u6cbb\u547d\u8fd0\u7684\u6e4d\u6d41\u4e2d\uff0c\u63d0\u4f9b\u4e86\u4e00\u79cd\u7a33\u5b9a\u7684\u5143\u7d20\uff1b\u4e5f\u6784\u6210\u4e86\u8fd9\u4e9b\u95e8\u9600\u8d35\u65cf\u4f5c\u4e3a\u4e00\u4e2a\u7279\u6743\u8eab\u4efd\u56e2\u4f53\uff0c\u5f97\u4ee5\u5728\u4e1c\u664b\u4e00\u671d\u767e\u4f59\u5e74\u95f4\u6210\u529f\u7ef4\u7cfb\u5176\u653f\u6cbb\u4e0a\u3001\u793e\u4f1a\u4e0a\u7684\u7edf\u6cbb\u5730\u4f4d\u7684\u91cd\u8981\u539f\u56e0\u4e4b\u4e00\u3002<\/p>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0);color:#486a45\" class=\"has-inline-color\">\u5173\u952e\u8bcd\uff1a<\/mark><\/strong>\u8d35\u65cf\u5236\u793e\u4f1a\u3000\u4e1c\u664b\u3000\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u3000\u793e\u4f1a\u7f51\u7edc\u5206\u6790<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background\" style=\"background-color:#476d4d;color:#476d4d\"\/>\n\n\n\n<p class=\"has-text-color has-medium-font-size\" style=\"color:#476d4d\"><strong>\u5f15\u3000\u8a00<\/strong><\/p>\n\n\n\n<p>\u57284\u4e16\u7eaa\u65e9\u671f\u5931\u53bb\u5bf9\u4e2d\u56fd\u5317\u65b9\u7684\u63a7\u5236\u6743\u540e\uff0c\u5357\u6e21\u7684\u664b\u5ba4\u91cd\u5efa\u4e86\u653f\u6743\uff0c\u5e76\u5728\u6c5f\u5de6\u7edf\u6cbb\u4e86\u903e\u4e00\u4e2a\u4e16\u7eaa\u4e4b\u4e45\uff0c\u5373\u4e1c\u664b\uff08317\u2014420\uff09\u3002\u8fd9\u4e00\u65f6\u671f\uff0c\u5b9e\u9645\u4e0a\u662f\u5728\u201c\u5f31\u52bf\u7684\u7687\u6743\u201d\u540d\u4e49\u7edf\u6cbb\u4e0b\uff0c\u58eb\u65cf\u95e8\u9600\u5784\u65ad\u4e86\u653f\u6cbb\u6743\u529b\uff0c\u56e0\u800c\u88ab\u5386\u53f2\u5b66\u5bb6\u8ba4\u4e3a\u662f\u201c\u58eb\u65cf\u7684\u9ec4\u91d1\u65f6\u4ee3\u201d\u3002[1]\u7530\u4f59\u5e86\u5c06\u8fd9\u79cd\u7279\u5f81\u79f0\u4e3a\u201c\u95e8\u9600\u653f\u6cbb\u201d\uff0c\u5e76\u4e3b\u5f20\u201c\u4e25\u683c\u610f\u4e49\u4e0a\u7684\u95e8\u9600\u653f\u6cbb\u53ea\u5b58\u5728\u4e8e\u6c5f\u5de6\u7684\u4e1c\u664b\u65f6\u671f\uff0c\u524d\u6b64\u7684\u5b59\u5434\u4e0d\u662f\uff0c\u540e\u6b64\u7684\u5357\u671d\u4e5f\u4e0d\u662f\uff1b\u81f3\u4e8e\u5317\u65b9\uff0c\u5e76\u6ca1\u6709\u51fa\u73b0\u8fc7\u95e8\u9600\u653f\u6cbb\u201d\u3002[2]<\/p>\n\n\n\n<p>\u5185\u85e4\u6e56\u5357\u8ba4\u4e3a\uff0c\u8fd9\u4e9b\u58eb\u65cf\u95e8\u9600\u7ec4\u6210\u7684\u201c\u8d35\u65cf\u5168\u4f53\u201d\u7ef4\u7cfb\u4e86\u7ef5\u957f\u7684\u8c31\u7cfb\u3001\u72ec\u5360\u4e86\u653f\u6cbb\u6743\u529b\uff0c\u5e76\u5728\u540c\u4e00\u4e2a\u9636\u7ea7\u7684\u8d35\u65cf\u4e4b\u95f4\u901a\u5a5a\u3002[3]\u7136\u800c\uff0c\u845b\u6da4\u98ce\uff08Dennis Grafflin\uff09\u5219\u53cd\u9a73\uff1a\u7531\u4e8e\u4ec5\u6709\u7405\u740a\u738b\u6c0f\u4e00\u5bb6\u95e8\u9600\u58eb\u65cf\u201c\u624d\u53ef\u4ee5\u88ab\u63cf\u8ff0\u6210\u51a0\u5195\u76f8\u88ad\u3001\u957f\u671f\u91cd\u8981\u201d\uff0c\u5185\u85e4\u6c0f\u63cf\u8ff0\u7684\u8fd9\u79cd\u8d35\u65cf\u5236\u5e76\u4e0d\u5b58\u5728\u3002\u4ed6\u8fdb\u800c\u4e3b\u5f20\uff1a\u201c\u4e00\u4e2a\u793e\u4f1a\u8303\u5f0f\u53ea\u80fd\u901a\u8fc7\u81ea\u76f8\u77db\u76fe\u7684\u6761\u4ef6\uff0c\u751a\u81f3\u53ea\u80fd\u9002\u7528\u4e8e\u4e00\u4e2a\u5355\u72ec\u7684\u6848\u4f8b\uff0c\u8fd9\u6837\u7684\u8303\u5f0f\u5c31\u6839\u672c\u4e0d\u5982\u6ca1\u6709\u8303\u5f0f\u201d\u3002[4]\u845b\u6c0f\u7684\u89c2\u70b9\u57fa\u4e8e\u5bf9\u95e8\u9600\u8c31\u7cfb\u7684\u51fa\u8272\u91cd\u6784\u800c\u5f62\u6210\uff0c\u56e0\u6b64\u5177\u6709\u624e\u5b9e\u7684\u53f2\u5b9e\u57fa\u7840\u3002\u7136\u800c\uff0c\u5404\u4e2a\u5177\u4f53\u95e8\u9600\u7684\u52c3\u5174\u4e0e\u9aa4\u8870\u5e76\u4e0d\u4e00\u5b9a\u610f\u5473\u7740\u8d35\u65cf\u7edf\u6cbb\u5e76\u4e0d\u5b58\u5728\uff0c\u8fd9\u79cd\u8d35\u65cf\u7edf\u6cbb\u7684\u4e3b\u4f53\u662f\u7531\u9ad8\u5ea6\u7684\u5185\u90e8\u51dd\u805a\u529b\u7ed3\u5408\u800c\u6210\u7684\u3001\u6bd4\u5355\u4e2a\u95e8\u9600\u8fdc\u66f4\u6301\u7eed\u7684\u8eab\u4efd\u56e2\u4f53\u3002<\/p>\n\n\n\n<p>\u7530\u4f59\u5e86\u8ba4\u4e3a\uff0c\u65e0\u8bba\u662f\u53f8\u9a6c\u6c0f\u7687\u6743\u8fd8\u662f\u95e8\u9600\u58eb\u65cf\uff0c\u90fd\u4e0d\u80fd\u72ec\u7acb\u5730\u5efa\u7acb\u4e00\u4e2a\u7a33\u5b9a\u7684\u653f\u6743\uff0c\u201c\u53ea\u6709\u7687\u6743\u4e0e\u58eb\u65cf\u5171\u6cbb\u5929\u4e0b\uff0c\u5e73\u8861\u548c\u79e9\u5e8f\u624d\u5f97\u4ee5\u7ef4\u6301\u201d\uff0c\u6ca1\u6709\u4efb\u4f55\u4e00\u59d3\u95e8\u9600\u58eb\u65cf\u80fd\u591f\u6253\u7834\u8fd9\u4e2a\u89c4\u5f8b\u3002[5]\u8fd9\u8868\u660e\uff0c\u5728\u4e1c\u664b\u653f\u6cbb\u7684\u6e4d\u6d41\u4e2d\uff0c\u67d0\u79cd\u7a0b\u5ea6\u7684\u7a33\u6001\u4fdd\u8bc1\u4e86\u4f5c\u4e3a\u6574\u4f53\u7684\u95e8\u9600\u58eb\u65cf\u5bf9\u653f\u6cbb\u7684\u638c\u63a7\u3002\u5ddd\u80dc\u4e49\u96c4\u5219\u901a\u8fc7\u5c06\u7814\u7a76\u7684\u8303\u56f4\u4ece\u653f\u6cbb\u7edf\u6cbb\u62d3\u5c55\u5230\u6574\u4f53\u793e\u4f1a\u73af\u5883\uff0c\u63d0\u4f9b\u4e86\u53e6\u4e00\u79cd\u89c6\u91ce\uff1a\u4ed6\u5c06\u4e1c\u664b\u63cf\u8ff0\u4e3a\u4e00\u4e2a\u201c\u8d35\u65cf\u5236\u793e\u4f1a\u201d\uff0c\u5373\u201c\u5e7f\u6cdb\u5b58\u5728\u7740\u7684\u8d35\u65cf\u6216\u8c6a\u65cf\u9636\u5c42\u5728\u653f\u6cbb\u3001\u793e\u4f1a\u3001\u7ecf\u6d4e\u3001\u6587\u5316\u7b49\u65b9\u9762\u5904\u4e8e\u4e2d\u5fc3\u5730\u4f4d\u7684\u4e00\u79cd\u793e\u4f1a\u4f53\u5236\u201d\u3002[6]\u56e0\u6b64\uff0c\u4e1c\u664b\u4e00\u671d\u7684\u8d35\u65cf\u5236\u4e0d\u4ec5\u80fd\u591f\u4ece\u653f\u6cbb\u53f2\u7684\u5411\u5ea6\uff0c\u4e5f\u53ef\u4ee5\u4ece\u793e\u4f1a\u53f2\u7684\u5411\u5ea6\u52a0\u4ee5\u7814\u7a76\u3002<\/p>\n\n\n\n<p>\u5728\u7530\u6c0f\u548c\u5ddd\u80dc\u6c0f\u7684\u57fa\u7840\u4e0a\uff0c\u672c\u7814\u7a76\u5bf9\u4e1c\u664b\u8d35\u65cf\u5236\u793e\u4f1a\u7684\u793e\u4f1a\u53f2\u8fdb\u884c\u8003\u5bdf\u3002[7]\u672c\u6587\u7684\u6570\u636e\u6e90\u662f\u7f16\u7e82\u4e8e\u4e1c\u664b\u65b9\u4ea1\u76845\u4e16\u7eaa\u3001\u75311,130\u5219\u5386\u53f2\u8f76\u95fb\u7ec4\u6210\u7684\u5fd7\u4eba\u5c0f\u8bf4\u96c6\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u3002[8]\u5c3d\u7ba1\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u6587\u672c\u7684\u53ef\u9760\u6027\u4e0d\u65e0\u4e89\u8bae\uff0c\u4f46\u5386\u53f2\u5b66\u5bb6\u591a\u8ba4\u53ef\u5176\u53f2\u6599\u4ef7\u503c\uff0c\u5b83\u4e5f\u662f\u6210\u4e66\u4e8e7\u4e16\u7eaa\u7684\u5b98\u4fee\u53f2\u4e66\u300a\u664b\u4e66\u300b\u7684\u91cd\u8981\u53f2\u6e90\u4e4b\u4e00\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u7531\u4e8e\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u5173\u6ce8\u8d35\u65cf\u4e4b\u95f4\u7684\u793e\u4f1a\u5173\u7cfb\uff0c\u5b83\u80fd\u591f\u5bf9\u5173\u6ce8\u653f\u6cbb\u4e0e\u519b\u4e8b\u4e8b\u4ef6\u7684\u300a\u664b\u4e66\u300b\u63d0\u4f9b\u8865\u5145\uff0c\u56e0\u800c\u5b58\u5728\u7740\u72ec\u7279\u7684\u53f2\u6599\u4ef7\u503c\u3002<\/p>\n\n\n\n<p>\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e5f\u5c24\u5176\u9002\u5408\u57fa\u4e8e\u793e\u4f1a\u7f51\u7edc\u89c6\u89d2\u7684\u4e1c\u664b\u8d35\u65cf\u5236\u793e\u4f1a\u7814\u7a76\u3002\u4e66\u4e2d\u6bcf\u4e00\u5219\u77ed\u6587\uff08\u901a\u5e38\u957f\u5ea6\u6709\u6570\u884c\uff09\u5206\u522b\u72ec\u7acb\u8bb0\u8ff0\u4e00\u4e2a\u4e8b\u4ef6\uff0c\u5176\u4e2d\u7684\u5386\u53f2\u4eba\u7269\u53ca\u5176\u5173\u7cfb\u53ef\u4ee5\u5bb9\u6613\u5730\u7528\u793e\u4f1a\u7f51\u7edc\u4e2d\u7684\u8282\u70b9\u548c\u8fb9\u8868\u793a\u3002\u8fd9\u4e00\u793e\u4f1a\u7f51\u7edc\u4e3a\u5bf9\u4e8e\u8d35\u65cf\u5236\u793e\u4f1a\u7684\u7efc\u5408\u8003\u5bdf\u63d0\u4f9b\u4e86\u72ec\u4e00\u65e0\u4e8c\u7684\u6750\u6599\u5b9d\u5e93\u3002<\/p>\n\n\n\n<p>\u5728\u672c\u7814\u7a76\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u57fa\u4e8e\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u8bb0\u53d9\u7684\u5386\u53f2\u4eba\u7269\u4e4b\u95f4\u7684\u793e\u4f1a\u5173\u7cfb\uff0c\u91cd\u6784\u4e86\u65e0\u5411\u7684\u793e\u4f1a\u7f51\u7edc\uff08\u5305\u62ec\u6709\u6743\u91cd\u548c\u65e0\u6743\u91cd\u7684\u7f51\u7edc\uff09\u3002\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u6240\u8f7d\u7684\u4eba\u7269\u7684\u793e\u4f1a\u5173\u7cfb\u65e2\u5305\u542b\u6b63\u5411\u5173\u7cfb\uff08\u4f8b\u5982\uff0c\u4e24\u4eba\u8fdb\u884c\u652f\u6301\u6027\u4e92\u52a8\u6216\u5bf9\u5bf9\u65b9\u8868\u73b0\u51fa\u5584\u610f\uff09\uff0c\u4e5f\u5305\u542b\u8d1f\u5411\u5173\u7cfb\uff08\u4f8b\u5982\uff0c\u4e24\u4eba\u8fdb\u884c\u51b2\u7a81\u6216\u5bf9\u5bf9\u65b9\u8868\u73b0\u51fa\u654c\u610f\uff09\uff0c\u800c\u672c\u7814\u7a76\u53ea\u4f7f\u7528\u6b63\u5411\u5173\u7cfb\u6765\u5efa\u6784\u793e\u4f1a\u7f51\u7edc\u3002\u968f\u540e\uff0c\u6211\u4eec\u5bf9\u4e1c\u664b\u95e8\u9600\u8d35\u65cf\u7684\u793e\u4f1a\u7f51\u7edc\u4ece\u4e09\u4e2a\u4e0d\u540c\u7684\u5c42\u9762\u52a0\u4ee5\u5206\u6790\uff0c\u4ee5\u56de\u5e94\u5982\u4e0b\u7684\u95ee\u9898\uff1a<\/p>\n\n\n\n<p>\uff081\uff09\u5728\u7f51\u7edc\u5c42\u9762\uff0c\u6211\u4eec\u4f7f\u7528\u7f51\u7edc\u6f14\u5316\u6a21\u578b\uff08network evolution model\uff09\u6765\u6a21\u62df\u4e1c\u664b\u95e8\u9600\u8d35\u65cf\u7684\u793e\u4f1a\u7f51\u7edc\u7684\u7ed3\u6784\u4ea7\u751f\u7684\u8fc7\u7a0b\uff0c\u5e76\u4f7f\u7528\u4e00\u4e2a\u8282\u70b9\u5c5e\u6027\uff08node attribute\uff09\uff1a\u6bcf\u4e2a\u4eba\u7269\u6240\u5c5e\u7684\u95e8\u9600\uff0c\u6765\u9884\u6d4b\u793e\u4f1a\u7f51\u7edc\u7684\u5f62\u6210\u3002\u6211\u4eec\u8fd8\u5c06\u793e\u4f1a\u7f51\u7edc\u53ef\u89c6\u5316\u5e76\u68c0\u6d4b\u5176\u4e2d\u7684\u793e\u7fa4\uff0c\u7531\u6b64\u5f15\u5411\u793e\u7fa4\u5c42\u9762\u7684\u7814\u7a76\u3002<\/p>\n\n\n\n<p>\uff082\uff09\u5728\u793e\u7fa4\u5c42\u9762\uff0c\u6211\u4eec\u8ba1\u7b97\u5c06\u51fa\u81ea\u4e0d\u540c\u95e8\u9600\u7684\u4eba\u7269\u8054\u7cfb\u5728\u4e00\u8d77\u7684\u8fb9\u7684\u6743\u91cd\u4e4b\u548c\u3002\u6211\u4eec\u7279\u522b\u5173\u6ce8\u8054\u7cfb\u6700\u4e3a\u5bc6\u5207\u7684\u95e8\u9600\uff0c\u5e76\u89c2\u5bdf\u51fa\u81ea\u540c\u4e00\u95e8\u9600\u7684\u4eba\u7269\u662f\u5426\u6bd4\u51fa\u81ea\u4e0d\u540c\u95e8\u9600\u7684\u4eba\u7269\u8054\u7cfb\u66f4\u4e3a\u7d27\u5bc6\u3002<\/p>\n\n\n\n<p>\uff083\uff09\u5728\u8282\u70b9\u5c42\u9762\uff0c\u6211\u4eec\u7814\u7a76\u5728\u5ea6\u4e2d\u5fc3\u6027\uff08degree centrality\uff09\u3001\u7279\u5f81\u5411\u91cf\u4e2d\u5fc3\u6027\uff08eigenvector centrality\uff09\u3001\u4e2d\u4ecb\u4e2d\u5fc3\u6027\uff08betweenness centrality\uff09\u3001\u63a5\u8fd1\u4e2d\u5fc3\u6027\uff08closeness centrality\uff09\u7b49\u6307\u6807\u4e2d\u6700\u4e3a\u91cd\u8981\u7684\u4eba\u7269\u548c\u4ed6\u4eec\u51fa\u81ea\u7684\u95e8\u9600\u3002<\/p>\n\n\n\n<p>\u57fa\u4e8e\u4e0a\u8ff0\u7684\u8003\u5bdf\uff0c\u672c\u6587\u901a\u8fc7\u91cf\u5316\u5206\u6790\u8d35\u65cf\u793e\u4f1a\u5173\u7cfb\u548c\u5176\u51fa\u81ea\u7684\u95e8\u9600\u4e4b\u95f4\u7684\u5173\u8054\uff0c\u589e\u8fdb\u5bf9\u4e8e\u4e1c\u664b\u8d35\u65cf\u5236\u7684\u7406\u89e3\uff0c\u4ece\u800c\u63a2\u7d22\u4e1c\u664b\u95e8\u9600\u8d35\u65cf\u5173\u7cfb\u4e2d\u7684\u7a33\u5b9a\u6027\u3002\u5176\u4e2d\uff0c\u201c\u7a33\u5b9a\u6027\u201d\u5177\u4f53\u6307\u5c06\u4e0d\u540c\u95e8\u9600\u8d35\u65cf\u4f5c\u4e3a\u4e00\u4e2a\u7279\u6743\u8eab\u4efd\u56e2\u4f53\u52a0\u4ee5\u8fde\u7ed3\u7684\u793e\u4f1a\u51dd\u805a\u529b\u3002\u5982\u679c\u672c\u7814\u7a76\u7684\u7ed3\u679c\u663e\u793a\u8d35\u65cf\u7684\u793e\u4f1a\u5173\u7cfb\u548c\u5176\u51fa\u81ea\u7684\u95e8\u9600\u5b58\u5728\u5f3a\u800c\u7a33\u5b9a\u7684\u5173\u8054\uff0c\u5219\u8868\u660e\u8fd9\u79cd\u201c\u7a33\u5b9a\u6027\u201d\u5e76\u4e0d\u5b58\u5728\uff0c\u56e0\u4e3a\u57fa\u4e8e\u95e8\u9600\u5f52\u5c5e\u7684\u5f3a\u70c8\u540c\u8d28\u6027\u610f\u5473\u7740\u793e\u4f1a\u7f51\u7edc\u5728\u4e0d\u540c\u95e8\u9600\u4e4b\u95f4\u5b58\u5728\u6e05\u6670\u7684\u8fb9\u754c\u3002\u76f8\u53cd\uff0c\u5982\u679c\u672c\u7814\u7a76\u7684\u7ed3\u679c\u5c55\u73b0\u51fa\u4e00\u4e2a\u7a33\u5b9a\u3001\u8f83\u4e3a\u5f02\u8d28\u7684\u793e\u4f1a\u7f51\u7edc\uff08\u5373\u57fa\u4e8e\u95e8\u9600\u5f52\u5c5e\u7684\u540c\u8d28\u6027\u8f83\u5f31\uff09\uff0c\u5219\u8868\u660e\u8d35\u65cf\u9636\u5c42\u7684\u4e0d\u540c\u95e8\u9600\u4f5c\u4e3a\u81ea\u6210\u4e00\u4f53\u7684\u793e\u4ea4\u5708\u5f7c\u6b64\u8fde\u7ed3\u3002<\/p>\n\n\n\n<p class=\"has-text-color has-medium-font-size\" style=\"color:#476d4d\"><strong>\u4e00\u3001\u80cc\u666f<\/strong><\/p>\n\n\n\n<p><strong>\uff08\u4e00\uff09\u4e1c\u664b\u8d35\u65cf\u5236\u793e\u4f1a<\/strong><\/p>\n\n\n\n<p>\u4e1c\u664b\u7684\u8d35\u65cf\u5236\u4e00\u76f4\u662f\u4e2d\u56fd\u53f2\u7814\u7a76\u4e2d\u7684\u4e00\u4e2a\u91cd\u8981\u8bfe\u9898\u3002\u5185\u85e4\u6e56\u5357\u8ba4\u4e3a\uff0c\u4e2d\u53e4\u4e2d\u56fd\u7684\u653f\u6cbb\u88ab\u201c\u95e8\u9600\u201d\u5bb0\u5236\uff0c\u5f62\u6210\u4e86\u4e00\u79cd\u201c\u8d35\u65cf\u5236\u5ea6\u201d\u3002[9]\u5ddd\u80dc\u4e49\u96c4\u8fdb\u4e00\u6b65\u8003\u5bdf\u4e86\u8fd9\u79cd\u8d35\u65cf\u5236\u7684\u793e\u4f1a\u7279\u5f81\uff0c\u4ed6\u8ba4\u4e3a\uff1a\u4e1c\u664b\u7684\u8d35\u65cf\u5236\u793e\u4f1a\u662f\u4e1c\u664b\u653f\u6743\u7684\u519b\u4e8b\u57fa\u7840\u7684\u4ea7\u7269\uff0c[10]\u53c8\u501f\u7531\u95e8\u751f\u6545\u540f\u5173\u7cfb\u5f97\u4ee5\u7ef4\u7cfb\u3002[11]\u8c37\u5ddd\u9053\u96c4\u5728\u5bf9\u4e2d\u53e4\u4e2d\u56fd\u793e\u4f1a\u7684\u8ba8\u8bba\u4e2d\u4f7f\u7528\u4e86\u76f8\u4f3c\u7684\u89c6\u89d2\uff0c\u4ed6\u5c06\u8fd9\u4e00\u65f6\u671f\u7684\u8d35\u65cf\u5236\u793e\u4f1a\u63cf\u8ff0\u4e3a\u4e00\u4e2a\u7531\u201c\u5171\u540c\u4f53\u201d\u7684\u7ebd\u5e26\u4fdd\u8bc1\u5176\u51dd\u805a\u529b\u7684\u201c\u81ea\u7acb\u4e16\u754c\u201d\u3002[12]\u7530\u4f59\u5e86\u5c06\u4e1c\u664b\u4e00\u671d\u7684\u653f\u6cbb\u79f0\u4e3a\u201c\u95e8\u9600\u653f\u6cbb\u201d\u3002\u4e94\u5927\u95e8\u9600\u58eb\u65cf\uff1a\u7405\u740a\u738b\u6c0f\u3001\u988d\u5ddd\u5ebe\u6c0f\u3001\u8c2f\u56fd\u6853\u6c0f\u3001\u9648\u90e1\u8c22\u6c0f\u3001\u592a\u539f\u738b\u6c0f\u76f8\u7ee7\u6267\u653f\uff0c\u800c\u9ad8\u5e73\u90d7\u6c0f\u4e5f\u53d1\u6325\u8fc7\u6781\u91cd\u8981\u7684\u653f\u6cbb\u4f5c\u7528\u3002[13]<\/p>\n\n\n\n<p>\u8d35\u65cf\u5236\u7684\u575a\u5b9e\u529b\u91cf\u6df1\u6df1\u690d\u6839\u4e8e\u4e1c\u664b\u7684\u5b98\u5458\u94e8\u9009\u7a0b\u5e8f\u4e4b\u4e2d\u3002\u5bab\u5d0e\u5e02\u5b9a\u6df1\u5165\u7814\u7a76\u7684\u4e5d\u54c1\u5b98\u4eba\u6cd5\u4f9d\u636e\u95e8\u7b2c\u5c06\u4eba\u624d\u5206\u4e3a\u4e5d\u54c1\uff0c\u4f7f\u5f97\u9ad8\u95e8\u671b\u65cf\u5f97\u4ee5\u72ec\u5360\u663e\u8981\u5b98\u4f4d\u3002[14]\u8fd9\u4e00\u5236\u5ea6\u4e3a\u95e8\u9600\u8d35\u65cf\u5e26\u6765\u4e86\u4f18\u52bf\uff1a\u6bdb\u6c49\u5149\u901a\u8fc7\u5bf9\u4e24\u664b\u5357\u5317\u671d\uff08265\u2014589\uff094,137\u4f4d\u5b98\u5458\u7684\u7edf\u8ba1\u5206\u6790\uff0c\u53d1\u73b0\u4ed6\u4eec\u4e2d\u7684\u5927\u7ea670%\u51fa\u81ea\u58eb\u65cf\uff0c20%\u51fa\u81ea\u5c0f\u59d3\uff0c\u4ec5\u670910%\u51fa\u8eab\u4e8e\u5bd2\u7d20\u3002[15]\u9664\u4e86\u5236\u5ea6\u57fa\u7840\u4ee5\u5916\uff0c\u5510\u957f\u5b7a\u6307\u51fa\uff0c\u95e8\u9600\u8d35\u65cf\u4e5f\u4f5c\u4e3a\u836b\u5e87\u5927\u91cf\u7684\u5ba2\u548c\u90e8\u66f2\u7684\u5927\u5730\u4e3b\u4eab\u6709\u7ecf\u6d4e\u7279\u6743\u3002[16]\u5c31\u6587\u5316\u58f0\u671b\u800c\u8a00\uff0c\u4f59\u82f1\u65f6\u4e3b\u5f20\uff1a\u201c\u9b4f\u664b\u5357\u5317\u671d\u5219\u5c24\u53ef\u89c6\u4e3a\u5bb6\u65cf\u4e3a\u672c\u4f4d\u4e4b\u5112\u5b66\u4e4b\u5149\u5927\u65f6\u4ee3\uff0c\u76d6\u5e94\u95e8\u7b2c\u793e\u4f1a\u4e4b\u5b9e\u9645\u9700\u8981\u800c\u7136\u8033\u3002\u201d[17]\u9646\u5a01\u4eea\uff08Mark Edward Lewis\uff09\u8ba4\u4e3a\uff0c\u95e8\u9600\u8d35\u65cf\u5c06\u81ea\u5df1\u5305\u88f9\u5728\u201c\u4e00\u79cd\u7cbe\u81f4\u7684\u54f2\u5b66\u7a7a\u5bc2\u3001\u9690\u58eb\u4e4b\u540d\u548c\u6587\u5b66\u9020\u8be3\u201d\u4e4b\u4e2d\uff0c\u4f5c\u4e3a\u201c\u771f\u6b63\u7684\u8d35\u65cf\u201d\u7684\u6807\u5fd7\u3002[18]<\/p>\n\n\n\n<p>\u5c3d\u7ba1\u53f2\u5b66\u754c\u5bf9\u4e8e\u4e1c\u664b\u8d35\u65cf\u5236\u7684\u4e2d\u5fc3\u5730\u4f4d\u5b58\u5728\u5171\u8bc6\uff0c\u4f46\u95e8\u9600\u8d35\u65cf\u4f55\u65f6\u51fa\u73b0\u4e8e\u4e2d\u56fd\u5386\u53f2\u4e4b\u4e2d\u3001\u662f\u5426\u5728\u6570\u4e2a\u4e16\u7eaa\u95f4\u6301\u7eed\u4fdd\u6709\u653f\u6cbb\u6743\u529b\u4ecd\u5b58\u5728\u4e89\u8bae\u3002\u6bdb\u6c49\u5149\u8ba4\u4e3a\uff0c\u6c49\u4ee3\uff08\u524d206\u2014220\uff09\u662f\u4e2d\u53e4\u4e2d\u56fd\u5927\u58eb\u65cf\u7684\u915d\u917f\u65f6\u4ee3\u3002[19]\u57fa\u4e8e\u5bf9\u516d\u671d\u95e8\u9600\u548c\u5317\u671d\u9ad8\u5b98\u5bb6\u65cf\u4e0e\u5510\u4ee3\u6c0f\u65cf\u8c31\u7684\u6838\u6821\uff0c\u59dc\u58eb\u5f6c\uff08David Johnson\uff09\u8fdb\u4e00\u6b65\u63d0\u51fa\uff0c\u8fd9\u4e9b\u5927\u65cf\u5728\u4e2d\u53e4\u4e2d\u56fd\u5f62\u6210\u4e86\u201c\u5be1\u5934\u9636\u5c42\u201d\u3002\u4ed6\u5f3a\u8c03\uff1a\u201c\uff08\u5927\u65cf\u7684\uff09\u793e\u4f1a\u9636\u5c42\u6301\u7eed\u56db\u4e94\u4e2a\u4e16\u7eaa\u4e4b\u4e45\uff0c\u5e76\u5728\u8fd9\u6bb5\u65f6\u671f\u5448\u73b0\u51fa\u8d85\u7a33\u5b9a\u7684\u7ed3\u6784\u3002\u201d[20]\u7136\u800c\uff0c\u845b\u6da4\u98ce\u53cd\u5bf9\u8fd9\u4e00\u89c2\u70b9\uff0c\u5e76\u5426\u8ba4\u7531\u957f\u671f\u4fdd\u6301\u91cd\u8981\u6027\u7684\u95e8\u9600\u7ec4\u6210\u7684\u8d35\u65cf\u5236\u7684\u5b58\u5728\u3002[21]\u7530\u4f59\u5e86\u8bf4\u660e\u4e86\u5728\u4e94\u5bb6\u638c\u63e1\u8fc7\u4e1c\u664b\u56fd\u67c4\u7684\u5f53\u6743\u95e8\u9600\u4e2d\uff0c\u5e76\u6ca1\u6709\u4e25\u683c\u610f\u4e49\u4e0a\u7684\u51fa\u81ea\u4e1c\u6c49\uff0825\u2014220\uff09\u4e16\u5bb6\u5927\u65cf\u7684\u65e7\u65cf\u95e8\u6237\u3002[22]\u5728\u5bf9\u51fa\u81ea\u95e8\u9600\u8d35\u65cf\u8c2f\u56fd\u6853\u6c0f\u3001\u53cd\u6297\u664b\u5ef7\u5e76\u83b7\u5f97\u5176\u4ed6\u95e8\u9600\u8d35\u65cf\u652f\u6301\u7684\u6853\u7384\u7684\u4e2a\u6848\u7814\u7a76\u4e2d\uff0c\u795d\u603b\u658c\u6307\u51fa\uff1a\u201c\u4e1c\u664b\u9ad8\u7ea7\u58eb\u65cf\u548c\u5185\u5916\u5927\u81e3\u5bf9\u6853\u7384\u4ece\u7687\u65cf\u624b\u4e2d\u593a\u6743\u53ca\u7be1\u664b\uff0c\u57fa\u672c\u4e0a\u662f\u62e5\u62a4\u652f\u6301\u7684\uff0c\u5e76\u5bf9\u4ed6\u5bc4\u6258\u4ee5\u4fdd\u62a4\u9ad8\u7ea7\u58eb\u65cf\u5229\u76ca\uff0c\u633d\u6551\u7edf\u6cbb\u5371\u673a\u4e4b\u5e0c\u671b\u3002\u201d[23]\u5728\u4ed6\u770b\u6765\uff0c\u6853\u7384\u4e4b\u4e71\u5b9e\u9645\u4e0a\u662f\u95e8\u9600\u8d35\u65cf\u8bd5\u56fe\u4fdd\u6301\u7edf\u6cbb\u5730\u4f4d\u7684\u6700\u540e\u5c1d\u8bd5\u3002\u8fd9\u4e00\u70b9\u4e5f\u8868\u660e\u4e86\u4f5c\u4e3a\u8eab\u4efd\u56e2\u4f53\u7684\u95e8\u9600\u8d35\u65cf\u4e4b\u95f4\u5b58\u5728\u67d0\u79cd\u7a0b\u5ea6\u7684\u793e\u4f1a\u51dd\u805a\u529b\u3002<\/p>\n\n\n\n<p>\u6700\u540e\uff0c\u7531\u4e8e\u4e1c\u664b\u662f\u4e00\u4e2a\u7531\u5357\u6e21\u7684\u5317\u65b9\u58eb\u65cf\u7edf\u6cbb\u6c5f\u5de6\u7684\u653f\u6743\uff0c\u4fa8\u59d3\u58eb\u65cf\u4e0e\u5434\u59d3\u58eb\u65cf[24]\u7684\u590d\u6742\u5173\u7cfb\u540c\u6837\u5438\u5f15\u4e86\u5927\u91cf\u5173\u6ce8\u3002\u9648\u5bc5\u606a\u6ce8\u610f\u5230\uff0c\u62e5\u6709\u5f3a\u5927\u519b\u4e8b\u529b\u91cf\u7684\u5357\u4eba\u7684\u5d1b\u8d77\u5bf9\u4e1c\u664b\u653f\u6cbb\u65bd\u52a0\u4e86\u91cd\u8981\u5f71\u54cd\u3002[25]\u4ed6\u8fdb\u4e00\u6b65\u8ba4\u4e3a\uff0c\u201c\u7b3c\u7edc\u6c5f\u4e1c\u58eb\u65cf\uff0c\u7edf\u4e00\u5185\u90e8\uff0c\u7ed3\u5408\u5357\u4eba\u5317\u4eba\u4e24\u79cd\u5b9e\u529b\u201d\u662f\u4e1c\u664b\u65e9\u671f\u91cd\u8981\u653f\u6cbb\u4eba\u7269\u738b\u5bfc\u7684\u9996\u8981\u529f\u4e1a\u3002[26]\u7c7b\u4f3c\u5730\uff0c\u5ddd\u80dc\u4e49\u96c4\u4e5f\u5f3a\u8c03\u5434\u59d3\u58eb\u65cf\u7684\u91cd\u8981\u6027\uff0c\u5e76\u6307\u51fa\u5728\u4e1c\u664b\u65e9\u671f\uff0c\u201c\u4e1c\u664b\u653f\u6743\u9700\u8981\u4ee5\u5357\u4eba\u52bf\u529b\u4f5c\u4e3a\u81ea\u5df1\u7684\u519b\u4e8b\u57fa\u7840\u3002\u201d[27]\u4f46\u662f\u4fa8\u59d3\u58eb\u65cf\u4e0e\u5434\u59d3\u58eb\u65cf\u4e4b\u95f4\u7684\u5173\u7cfb\u8fdc\u6bd4\u5355\u7eaf\u7684\u5408\u4f5c\u5173\u7cfb\u66f4\u590d\u6742\u3002\u5ddd\u80dc\u4e49\u96c4\u6307\u51fa\uff0c\u51fa\u81ea\u4fa8\u59d3\u58eb\u65cf\u7405\u740a\u738b\u6c0f\u7684\u519b\u4e8b\u5c06\u9886\u738b\u6566\u5bf9\u66fe\u4e0e\u5176\u5408\u4f5c\u7684\u6c5f\u5357\u571f\u8457\u7684\u519b\u961f\u8fdb\u884c\u538b\u5236\uff0c\u201c\u4f7f\u5176\u4e0d\u81f4\u592a\u8fc7\u5f3a\u5927\u201d\u3002[28]\u4f46\u53e6\u4e00\u65b9\u9762\uff0c\u5f53\u738b\u6566\u672c\u4eba\u8d77\u5175\u53cd\u6297\u664b\u5ef7\uff0c\u53e6\u4e00\u4e9b\u5434\u59d3\u58eb\u65cf\u5374\u4e0e\u4ed6\u5408\u4f5c\u4ee5\u201c\u503e\u6cc4\u81ea\u5df1\u2026\u2026\u7684\u4e0d\u6ee1\u201d\u3002[29]\u5728\u5510\u957f\u5b7a\u5bf9\u8fd9\u4e00\u4e8b\u4ef6\u7684\u89e3\u91ca\u4e2d\uff0c\u4ed6\u5c06\u6c5f\u5357\u5927\u59d3\u8c6a\u5f3a\u5bf9\u738b\u6566\u4e4b\u4e71\u7684\u652f\u6301\u5f52\u56e0\u4e3a\uff1a\u738b\u6566\u5bf9\u4e8e\u664b\u5ef7\u653f\u7b56\u7684\u53cd\u5bf9\u5e2e\u52a9\u7ef4\u62a4\u4e86\u8fd9\u4e9b\u5434\u59d3\u58eb\u65cf\u81ea\u8eab\u7684\u5229\u76ca\u3002[30]<\/p>\n\n\n\n<p>\u7efc\u4e0a\u6240\u8ff0\uff0c\u65e2\u5f80\u5b66\u8005\u7684\u7814\u7a76\u5df2\u7ecf\u8ba8\u8bba\u4e86\u4e1c\u664b\u4e00\u671d\u95e8\u9600\u8d35\u65cf\u7684\u91cd\u8981\u6027\uff0c\u8fa9\u4e89\u4e86\u8fd9\u4e9b\u95e8\u9600\u8d35\u65cf\u7684\u8d77\u6e90\uff0c\u63a2\u8ba8\u4e86\u4ed6\u4eec\u653f\u6cbb\u4e0a\u7edf\u6cbb\u5730\u4f4d\u7684\u8fde\u7eed\u6027\uff0c\u5e76\u5206\u6790\u4e86\u4fa8\u59d3\u58eb\u65cf\u548c\u5434\u59d3\u58eb\u65cf\u7684\u5206\u6b67\u3002\u8fd9\u4e9b\u8bba\u8ff0\u4e3a\u6211\u4eec\u5bf9\u4e1c\u664b\u8d35\u65cf\u5236\u793e\u4f1a\u7684\u7406\u89e3\u8d77\u5230\u4e86\u5de8\u5927\u7684\u5e2e\u52a9\u3002\u7136\u800c\uff0c\u6211\u4eec\u4ecd\u7136\u7f3a\u5c11\u5bf9\u4e8e\u8fd9\u4e00\u8d35\u65cf\u5236\u793e\u4f1a\u4e2d\u590d\u6742\u793e\u4f1a\u5173\u7cfb\u7684\u6df1\u5165\u7406\u89e3\uff1b\u800c\u5bf9\u4e8e\u8fd9\u4e00\u70b9\uff0c\u5386\u53f2\u793e\u4f1a\u7f51\u7edc\u5206\u6790\u7684\u65b9\u6cd5\u80fd\u591f\u63d0\u4f9b\u6709\u5438\u5f15\u529b\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<p><strong>\uff08\u4e8c\uff09\u5386\u53f2\u7f51\u7edc\u5206\u6790<\/strong><\/p>\n\n\n\n<p>\u5982\u4e0a\u6587\u5f15\u8a00\u6240\u8ff0\uff0c\u672c\u6587\u57fa\u4e8e\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u6587\u672c\u6784\u5efa\u4e1c\u664b\u95e8\u9600\u8d35\u65cf\u7684\u793e\u4f1a\u7f51\u7edc\uff0c\u5e76\u4ece\u4e09\u4e2a\u5c42\u9762\uff08\u7f51\u7edc\uff0c\u793e\u7fa4\u548c\u8282\u70b9\uff09\u5bf9\u5176\u52a0\u4ee5\u5206\u6790\u3002\u5728\u4e0b\u6587\u4e2d\uff0c\u6211\u4eec\u4f1a\u5bf9\u6bcf\u4e2a\u5c42\u9762\u4f7f\u7528\u7684\u65b9\u6cd5\u8fdb\u884c\u7b80\u8981\u8ba8\u8bba\uff0c\u5e76\u56de\u987e\u4f7f\u7528\u76f8\u4f3c\u65b9\u6cd5\u7684\u76f8\u5173\u6587\u732e\u3002\u5728\u7f51\u7edc\u5c42\u9762\uff0c\u6211\u4eec\u4f7f\u7528\u793e\u4f1a\u7f51\u7edc\u5206\u6790\u7684\u7edf\u8ba1\u65b9\u6cd5\u3002\u8fd9\u7c7b\u65b9\u6cd5\u4f8b\u5982\u4e8c\u6b21\u6307\u6d3e\u8fc7\u7a0b\uff08Quadratic Assignment Procedure, QAP\uff09\u548c\u6307\u6570\u968f\u673a\u56fe\u6a21\u578b\uff08Exponential Random Graph Models, ERGM\uff09\uff0c\u4e8c\u8005\u7684\u57fa\u672c\u601d\u60f3\u5206\u522b\u662f\u7f51\u7edc\u6a21\u578b\u7684\u5047\u8bbe\u68c0\u9a8c\uff08hypothesis testing\uff09\u548c\u903b\u8f91\u56de\u5f52\uff08logistic regression\uff09\u3002\u8fd9\u4e9b\u6a21\u578b\u80fd\u591f\u63d0\u4f9b\u6709\u8bf4\u670d\u529b\u7684\u5b9a\u91cf\u8bc1\u636e\uff0c\u4e5f\u5728\u5386\u53f2\u7f51\u7edc\u7814\u7a76\u4e2d\u5438\u5f15\u7740\u8d8a\u6765\u8d8a\u591a\u7684\u5173\u6ce8\u3002\u4f8b\u5982\uff0cAndrew Schauf\u548cMiguel Escobar Varela\u4f7f\u7528\u4e2d\u4ecb\u4e2d\u5fc3\u6027\u548c\u63a5\u8fd1\u4e2d\u5fc3\u6027\u5206\u6790\u4e86\u722a\u54c7\u76ae\u5f71\u620f\u4e2d\u89d2\u8272\u7684\u5171\u73b0\u7f51\u7edc\u3002\u4f7f\u7528QAP\u65b9\u6cd5\uff0c\u4ed6\u4eec\u901a\u8fc7\u5bf9\u7ecf\u9a8c\u7f51\u7edc\u7684\u8054\u7cfb\u91cd\u65b0\u8fde\u63a5\u6784\u5efa\u4e86\u4eba\u5de5\u7f51\u7edc\uff0c\u4ece\u800c\u80fd\u591f\u8bc6\u522b\u201c\u5b9e\u9645\u4e2d\u5fc3\u6027\u6307\u6807\u9ad8\u4e8e\u6216\u4f4e\u4e8e\u57fa\u4e8e\u8054\u7cfb\u7684\u603b\u4f53\u5f3a\u5ea6\u7684\u671f\u671b\u4e2d\u5fc3\u6027\u6307\u6807\u7684\u8282\u70b9\u201d\u3002[31]ERGM\u7684\u4e00\u4e2a\u7ecf\u5178\u5e94\u7528\u89c1\u4e8e\u4e00\u5219\u91cd\u678419\u4e16\u7eaa\u4e2d\u53f6\u8f6f\u4f53\u52a8\u7269\u5b66\u4f5c\u8005\u7684\u79d1\u5b66\u7f51\u7edc\u7684\u7814\u7a76\u4e4b\u4e2d\u3002\u8fd9\u4e00\u7814\u7a76\u5c06\u201c\u540d\u7956\u201d\uff08eponym\uff0c\u5373\u4ee5\u8be5\u4eba\u540d\u547d\u540d\uff09\u89e3\u91ca\u4e3a\u201c\u5177\u6709\u5e38\u89c4\u793e\u4ea4\u63a5\u89e6\u7684\u5c5e\u6027\u7684\u975e\u7269\u8d28\u6027\u4e8b\u7269\u201d\uff0c\u5e76\u4f7f\u7528ERGM\u6765\u63a2\u8ba8\u8fd9\u4e9b\u8054\u7cfb\u3002\u901a\u8fc7\u57fa\u4e8eERGM\u7684\u7f51\u7edc\u5206\u6790\uff0c\u8be5\u7814\u7a76\u63ed\u793a\u4e86\u8be5\u7f51\u7edc\u7684\u5185\u751f\u7ed3\u6784\u548c\u540c\u8d28\u504f\u597d\u3002[32]<\/p>\n\n\n\n<p>\u5bf9\u4e8e\u793e\u7fa4\u5c42\u9762\u7684\u5206\u6790\uff0c\u6211\u4eec\u8ba1\u7b97\u5404\u5bb6\u95e8\u9600\u4e4b\u95f4\u7684\u7d2f\u8ba1\u8fb9\u6743\u3002\u6211\u4eec\u4e5f\u5bf9\u7f51\u7edc\u8fdb\u884c\u53ef\u89c6\u5316\uff0c\u5e76\u4f7f\u7528\u793e\u7fa4\u53d1\u73b0\u7684\u6280\u672f\u5206\u6790\u5176\u7ed3\u6784\u3002\u5c06\u7f51\u7edc\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u793e\u7fa4\u80fd\u591f\u5e2e\u52a9\u63ed\u793a\u5176\u7ed3\u6784\u5c5e\u6027\uff0c\u4f8b\u5982\u57fa\u4e8e\u95e8\u9600\u5f52\u5c5e\u7684\u540c\u8d28\u6027\u3002\u5728\u5bf9\u53e4\u7f57\u9a6c\u4f5c\u5bb6\u4f69\u7279\u7f57\u5c3c\u4e4c\u65af\uff08Petronius\uff09\u7684\u4f5c\u54c1\u300a\u8428\u8482\u5229\u5b54\u300b\uff08<em>Satyrica<\/em>\uff09\u7684\u7814\u7a76\u4e2d\uff0cElena K\u00f6stner\u5206\u6790\u4e86\u4e0e\u4e66\u4e2d\u4eba\u7269\u7279\u91cc\u9a6c\u5c14\u5947\u5965\uff08Trimalchio\uff09\u7684\u9057\u5631\u6709\u5173\u7684\u4eba\u9645\u4e92\u52a8\u3002[33]\u5728\u53e6\u4e00\u4e2a\u4f8b\u5b50\u4e2d\uff0cTom Brughmans\u548cMatt Peeples\u5bf91965\u81f32016\u5e74\u95f4\u7684\u8003\u53e4\u5b66\u9886\u57df\u7684\u5927\u89c4\u6a21\u5b66\u672f\u53d1\u8868\u8bed\u6599\u5e93\u8fdb\u884c\u4e86\u6587\u732e\u8ba1\u91cf\u5206\u6790\uff0c\u5e76\u4f7f\u7528\u793e\u7fa4\u53d1\u73b0\u63ed\u793a\u4e86\u8003\u53e4\u5b66\u7f51\u7edc\u7814\u7a76\u4e2d\u7684\u8d8b\u52bf\u3002\u4ed6\u4eec\u4f7f\u7528Louvain\u805a\u7c7b\u7b97\u6cd5\u6765\u8bc6\u522b\u5171\u540c\u4f5c\u8005\u7f51\u7edc\u4e2d\u7684\u4f5c\u8005\u56e2\u4f53\u3002[34]\u7c7b\u4f3c\u5730\uff0c\u6211\u4eec\u6b64\u524d\u5173\u4e8e\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e2d\u7684\u793e\u4f1a\u7f51\u7edc\u7684\u8bba\u6587\u540c\u6837\u4f7f\u7528\u4e86Louvain\u805a\u7c7b\u7b97\u6cd5\u6765\u8fdb\u884c\u4e1c\u664b\u8d35\u65cf\u5236\u793e\u4f1a\u4e2d\u7684\u793e\u7fa4\u53d1\u73b0\u3002[35]<\/p>\n\n\n\n<p>\u6700\u540e\uff0c\u5728\u8282\u70b9\u5c42\u9762\uff0c\u6211\u4eec\u4f7f\u7528\u4e2d\u5fc3\u6027\u6307\u6807\u6765\u8bc4\u4f30\u4e0d\u540c\u5386\u53f2\u4eba\u7269\u7684\u91cd\u8981\u6027\u3002\u5728\u5bf916\u81f317\u4e16\u7eaa\u52a0\u52d2\u6bd4\u539f\u4f4f\u6c11\u5bf9\u6b96\u6c11\u8005\u7684\u653b\u51fb\u7684\u7814\u7a76\u4e2d\uff0c\u4f5c\u8005\u4eec\u57fa\u4e8e\u4e00\u4e2a\u5305\u542b\u653b\u51fb\u8005\u3001\u88ab\u653b\u51fb\u6b96\u6c11\u8005\u548c\u653b\u51fb\u53d1\u751f\u7684\u65f6\u95f4\u5730\u70b9\u6570\u636e\u7684\u4e8c\u5143\u5173\u8054\u77e9\u9635\uff08binary incidence matrix\uff09\uff0c\u8ba1\u7b97\u4e86\u7279\u5f81\u5411\u91cf\u4e2d\u5fc3\u6027\u3002[36]Aline Deicke\u7684\u7814\u7a76\u5173\u6ce8\u76f8\u8fd1\u65f6\u6bb5\u7684\u4e8b\u4ef6\uff0c\u4f7f\u7528\u8bba\u8fa9\u624b\u518c\uff08polemical pamphlet\uff09\u5bf916\u4e16\u7eaa\u665a\u671f\u65b0\u6559\u5f92\u5185\u90e8\u7684\u8bba\u4e89\u8fdb\u884c\u8003\u5bdf\u3002\u5979\u5728\u624b\u518c\u7684\u4f5c\u8005\u548c\u5176\u653b\u51fb\u7684\u5bf9\u8c61\u4e4b\u95f4\u5efa\u7acb\u4e86\u6709\u5411\u7f51\u7edc\uff0c\u5e76\u8ba1\u7b97\u4e86\u591a\u79cd\u4e2d\u5fc3\u6027\u6307\u6807\u3002[37]<\/p>\n\n\n\n<p>\u603b\u800c\u8a00\u4e4b\uff0c\u5b66\u8005\u4eec\u5df2\u4f7f\u7528\u591a\u79cd\u65b9\u6cd5\u5bf9\u5386\u53f2\u7f51\u7edc\u4ece\u4e0d\u540c\u5c42\u9762\u8fdb\u884c\u4e86\u5206\u6790\u3002\u53d7\u5230\u6b64\u7c7b\u7814\u7a76\u7684\u542f\u53d1\uff0c\u672c\u6587\u7efc\u5408\u4f7f\u7528\u591a\u79cd\u65b9\u6cd5\uff0c\u5bf9\u7531\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u91cd\u6784\u7684\u8d35\u65cf\u793e\u4f1a\u7f51\u7edc\u52a0\u4ee5\u5206\u6790\u3002\u6211\u4eec\u8bd5\u56fe\u56de\u7b54\uff1a\u8d35\u65cf\u4e4b\u95f4\u7684\u793e\u4f1a\u5173\u7cfb\u662f\u5426\u4e0e\u5176\u51fa\u81ea\u7684\u95e8\u9600\u5b58\u5728\u5173\u8054\u3002<\/p>\n\n\n\n<p class=\"has-text-color has-medium-font-size\" style=\"color:#476d4d\"><strong>\u4e8c\u3001\u6570\u636e\u53ca\u65b9\u6cd5<\/strong><\/p>\n\n\n\n<p><strong>\uff08\u4e00\uff09\u6570\u636e\u6536\u96c6\u4e0e\u9884\u5904\u7406<\/strong><\/p>\n\n\n\n<p>\u672c\u6587\u5173\u4e8e\u8d35\u65cf\u95f4\u793e\u4f1a\u5173\u7cfb\u7684\u6570\u636e\u4ece\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u7684\u6587\u672c\u4e2d\u63d0\u53d6\u3002\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u5171\u5305\u542b1,130\u5219\u77ed\u6587\uff0c\u6bcf\u5219\u77ed\u6587\u5206\u522b\u72ec\u7acb\u8bb0\u8ff0\u4e00\u4e2a\u4e8b\u4ef6\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u5c06\u6bcf\u4e00\u5219\u77ed\u6587\u89c6\u4e3a\u4e00\u4e2a\u72ec\u7acb\u7684\u5355\u5143\u8fdb\u884c\u5206\u6790\uff0c\u5e76\u57fa\u4e8e\u4eba\u7269\u7684\u5171\u73b0\u5173\u7cfb\uff08\u5373\u4e24\u4e2a\u6216\u4ee5\u4e0a\u7684\u4e1c\u664b\u4eba\u7269\u5728\u540c\u4e00\u5219\u77ed\u6587\u4e2d\u88ab\u63d0\u53ca\uff09\u63d0\u53d6\u6570\u636e\uff0c\u4f5c\u4e3a\u6570\u636e\u6536\u96c6\u7684\u7b2c\u4e00\u4e2a\u6b65\u9aa4\u3002\u5f53\u8d85\u8fc7\u4e24\u4eba\u5728\u540c\u4e00\u5219\u77ed\u6587\u4e2d\u88ab\u63d0\u53ca\u65f6\uff0c\u6211\u4eec\u5c06\u4ed6\u4eec\u7528\u8fb9\u4e24\u4e24\u76f8\u8fde\u3002\u63a5\u7740\uff0c\u6211\u4eec\u5bf9\u6bcf\u7ec4\u5386\u53f2\u4eba\u7269\u4e4b\u95f4\u7684\u5173\u7cfb\u7684\u6027\u8d28\u8fdb\u884c\u68c0\u67e5\uff0c\u5e76\u5254\u9664\u6240\u6709\u8d1f\u5411\u5173\u7cfb\u3002\u6700\u7ec8\uff0c\u6211\u4eec\u4ece484\u5219\u77ed\u6587\u4e2d\uff0c\u63d0\u53d6\u51fa\u6d89\u53ca250\u4f4d\u4eba\u7269\u7684736\u7ec4\u6b63\u5411\u5173\u7cfb\u3002<\/p>\n\n\n\n<p>\u7531\u4e8e\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u6587\u672c\u65f6\u5e38\u4ee5\u4e0d\u540c\u7684\u79f0\u8c13\uff08\u4f8b\u5982\u8868\u5b57\u3001\u6cd5\u53f7\uff09\u6307\u4ee3\u540c\u4e00\u4e2a\u4eba\u7269\uff0c\u5728\u7b2c\u4e09\u4e2a\u6b65\u9aa4\u4e2d\uff0c\u6211\u4eec\u5bf9\u5386\u53f2\u4eba\u7269\u7684\u540d\u5b57\u8fdb\u884c\u6d88\u6b67\u548c\u6807\u51c6\u5316\u3002\u6700\u540e\uff0c\u6211\u4eec\u4eba\u5de5\u5c06\u6bcf\u6761\u5173\u7cfb\u5206\u4e3a\u4e24\u7c7b\uff1a\uff081\uff09\u5f3a\u6b63\u5411\u5173\u7cfb\uff08\u5373\u4e24\u4e2a\u4eba\u7269\u6709\u76f4\u63a5\u7684\u6b63\u5411\u4e92\u52a8\uff0c\u4f8b\u5982\u4efb\u547d\u3001\u8d60\u793c\uff09\uff1b\uff082\uff09\u5f31\u6b63\u5411\u5173\u7cfb\uff08\u5373\u4e24\u4e2a\u4eba\u7269\u5bf9\u5f7c\u6b64\u8868\u73b0\u51fa\u5c0a\u91cd\u548c\u8ba4\u540c\u7684\u6001\u5ea6\uff0c\u6216\u4ed6\u4eec\u88ab\u8ba4\u4e3a\u5728\u5bf9\u8bdd\u4e2d\u6709\u79ef\u6781\u4e92\u52a8\uff0c\u6216\u4ed6\u4eec\u662f\u540c\u50da\u5173\u7cfb\uff09\u3002\u6211\u4eec\u5c06\u5f3a\u6b63\u5411\u5173\u7cfb\u8d4b\u4ee53\u7684\u6743\u91cd\uff0c\u5c06\u5f31\u6b63\u5411\u5173\u7cfb\u8d4b\u4ee51\u7684\u6743\u91cd\uff0c[38]\u5e76\u5c06\u6bcf\u4e00\u5bf9\u5386\u53f2\u4eba\u7269\u4e4b\u95f4\u6240\u6709\u5173\u7cfb\u7684\u6743\u91cd\u76f8\u52a0\uff0c\u4f5c\u4e3a\u4e8c\u8005\u4e4b\u95f4\u5173\u7cfb\u7684\u6700\u7ec8\u5f3a\u5ea6\u3002\u7efc\u4e0a\u6240\u8ff0\uff0c\u672c\u6587\u7684\u6570\u636e\u6536\u96c6\u8fc7\u7a0b\u5f00\u59cb\u4e8e\u5bf9\u59d3\u540d\u5171\u73b0\u7684\u8bc6\u522b\uff0c\u4f46\u4e0a\u8ff0\u6570\u636e\u5904\u7406\u7684\u6b65\u9aa4\u4fdd\u8bc1\u4e86\u6211\u4eec\u83b7\u53d6\u7684\u6700\u7ec8\u6570\u636e\u96c6\u5e76\u975e\u4ec5\u4ec5\u662f\u6587\u672c\u5171\u73b0\u7684\u8868\u793a\uff0c\u800c\u662f\u53cd\u6620\u7740\u4e0d\u540c\u7c7b\u578b\u7684\u201c\u4e8b\u5b9e\u4e0a\u7684\u201d\u793e\u4f1a\u5173\u7cfb\u3002\u6362\u8a00\u4e4b\uff0c\u6211\u4eec\u6784\u5efa\u7684\u793e\u4f1a\u7f51\u7edc\u5e76\u4e0d\u662f\u8bed\u4e49\u7f51\u7edc\uff0c\u800c\u662f\u5177\u6709\u793e\u4f1a\u5b66\u548c\u5386\u53f2\u5b66\u610f\u4e49\u7684\u7f51\u7edc\u3002<\/p>\n\n\n\n<p>\u4e0b\u8ff0\u5f15\u6587\u662f\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e2d\u7684\u4e00\u5219\u77ed\u6587\u3002\u5728\u6211\u4eec\u7684\u6570\u636e\u5904\u7406\u4e2d\uff0c\u8fd9\u5219\u77ed\u6587\u63d0\u4f9b\u4e86\u738b\u6fdb\u4e0e\u53f8\u9a6c\u6631\u4e4b\u95f4\u7684\u4e00\u4e2a\u5f3a\u6b63\u5411\u5173\u7cfb\uff0c\u56e0\u4e3a\u540e\u8005\u4efb\u547d\u4e86\u524d\u8005\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<figure class=\"wp-block-pullquote\"><blockquote><p>\u738b\u957f\u53f2\u6c42\u4e1c\u9633\uff0c\u629a\u519b\u4e0d\u7528\u3002\u540e\u75be\u7b03\uff0c\u4e34\u7ec8\uff0c\u629a\u519b\u54c0\u53f9\u66f0\uff1a\u201c\u543e\u5c06\u8d1f\u4ef2\u7956\u4e8e\u6b64\uff01\u201d\u547d\u7528\u4e4b\u3002\u957f\u53f2\u66f0\uff1a\u201c\u4eba\u8a00\u4f1a\u7a3d\u738b\u75f4\uff0c\u771f\u75f4\u3002\u201d[39]<\/p><\/blockquote><\/figure>\n<\/blockquote>\n\n\n\n<p>\u7b80\u800c\u8a00\u4e4b\uff0c\u901a\u8fc7\u5c06\u5386\u53f2\u4eba\u7269\u7528\u8282\u70b9\u8868\u793a\u3001\u4ed6\u4eec\u4e4b\u95f4\u7684\u5173\u7cfb\u7528\u8fb9\u8868\u793a\uff0c\u6211\u4eec\u5efa\u6784\u4e86\u5305\u542b250\u4e2a\u8282\u70b9\u3001505\u6761\u8fb9\u7684\u793e\u4f1a\u7f51\u7edc\u3002\u6211\u4eec\u5206\u522b\u8003\u8651\u6709\u6743\u91cd\u548c\u65e0\u6743\u91cd\u7684\u7f51\u7edc\uff0c\u5e76\u5c06\u5176\u5206\u522b\u5e94\u7528\u4e8e\u4e0d\u540c\u5c42\u9762\u7684\u5206\u6790\u3002\u5bf9\u4e8e\u6709\u6743\u91cd\u7684\u7f51\u7edc\uff0c\u4e24\u4e2a\u8282\u70b9\u4e4b\u95f4\u8fb9\u7684\u6743\u91cd\u662f\u8fd9\u4e24\u4e2a\u8282\u70b9\u8868\u793a\u7684\u4eba\u7269\u4e4b\u95f4\u6240\u6709\u5173\u7cfb\u7684\u6743\u91cd\u4e4b\u548c\uff1b\u5bf9\u4e8e\u65e0\u6743\u91cd\u7684\u7f51\u7edc\uff0c\u6bcf\u6761\u8fb9\u5219\u662f\u4e8c\u5143\u7684\uff08\u82e5\u5b58\u5728\u5173\u7cfb\uff0c\u5219\u6743\u91cd\u4e3a1\uff1b\u82e5\u4e0d\u5b58\u5728\u5173\u7cfb\uff0c\u5219\u6743\u91cd\u4e3a0\uff09\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u8fd8\u4e3a\u7f51\u7edc\u4e2d\u6bcf\u4e2a\u8282\u70b9\u8868\u793a\u7684\u5386\u53f2\u4eba\u7269\u589e\u52a0\u4e86\u201c\u95e8\u9600\u5f52\u5c5e\u201d\u7684\u5c5e\u6027\u3002\u57fa\u4e8e\u5386\u53f2\u8bb0\u5f55\uff0c\u6211\u4eec\u5c06\u5168\u4f53250\u4f4d\u4eba\u7269\u4e2d\u7684195\u4f4d\u5212\u5206\u523062\u5bb6\u95e8\u9600\u8d35\u65cf\u4e4b\u4e2d\uff0c\u6bcf\u5bb6\u95e8\u9600\u8d35\u65cf\u7531\u4ed6\u4eec\u7684\u90e1\u671b\u548c\u59d3\u6c0f\u7684\u7ec4\u5408\u52a0\u4ee5\u6807\u8bb0\u3002[40]<\/p>\n\n\n\n<p><strong>\uff08\u4e8c\uff09\u6570\u636e\u5206\u6790<\/strong><\/p>\n\n\n\n<p>\u5728\u5b8c\u6210\u6570\u636e\u6536\u96c6\u540e\uff0c\u6211\u4eec\u8fdb\u884c\u4e86\u4e09\u4e2a\u5c42\u9762\u7684\u6570\u636e\u5206\u6790\u4ee5\u5206\u522b\u56de\u5e94\u524d\u8ff0\u7684\u4e09\u4e2a\u7814\u7a76\u95ee\u9898\u3002<\/p>\n\n\n\n<p>1\uff0e\u7f51\u7edc\u6f14\u5316\u6a21\u578b\u548c\u6307\u6570\u968f\u673a\u56fe\u6a21\u578b<\/p>\n\n\n\n<p>\u5728\u7f51\u7edc\u5c42\u9762\u7684\u5206\u6790\u4e2d\uff0c\u7531\u4e8e\u7f51\u7edc\u6f14\u5316\u6a21\u578b\u4e00\u822c\u4e0d\u5c06\u8fb9\u7684\u6743\u91cd\u7eb3\u5165\u8003\u8651\u8303\u56f4\uff0c\u6211\u4eec\u4f7f\u7528\u65e0\u6743\u91cd\u7684\u7f51\u7edc\u8fdb\u884c\u7814\u7a76\u3002\u9996\u5148\uff0c\u4e3a\u4e86\u7406\u89e3\u751f\u6210\u7f51\u7edc\u7ed3\u6784\u7684\u52a8\u529b\uff0c\u6211\u4eec\u4f7f\u7528\u4e00\u4e2a\u6f14\u5316\u7684\u7f51\u7edc\u6a21\u578b\u6765\u6a21\u62df\u7531\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u5efa\u6784\u7684\u793e\u4f1a\u7f51\u7edc\u7684\u6f14\u5316\u8fc7\u7a0b\u3002\u5bf9\u6211\u4eec\u6b64\u524d\u540c\u6837\u7531\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u6587\u672c\u5efa\u6784\u7684\u4e00\u4e2a\u76f8\u4f3c\u7684\u793e\u4f1a\u7f51\u7edc\u8fdb\u884c\u793e\u7fa4\u53d1\u73b0\u7684\u7ed3\u679c\u8868\u660e\uff0c\u6bcf\u4e2a\u793e\u7fa4\u7684\u6210\u5458\u4eba\u6570\u9075\u5faa\u957f\u5c3e\u5206\u5e03\uff08long-tail distribution\uff0c17%\u7684\u793e\u7fa4\u5305\u542b\u7f51\u7edc\u4e2d82%\u7684\u6210\u5458\uff09\u3002[41]\u53d7\u5230\u8fd9\u4e00\u7ed3\u679c\u7684\u542f\u53d1\uff0c\u6211\u4eec\u5047\u8bbe\u504f\u597d\u4f9d\u9644\u6a21\u578b\uff08preferential attachment model\uff09[42]\u53ef\u80fd\u9002\u7528\u4e8e\u5bf9\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u793e\u4f1a\u7f51\u7edc\u6f14\u5316\u8fc7\u7a0b\u7684\u6a21\u62df\u3002\u6709\u66f4\u591a\u793e\u4f1a\u5173\u7cfb\u7684\u4eba\u7269\u66f4\u6709\u53ef\u80fd\u4e0e\u5176\u4ed6\u4eba\u53d1\u5c55\u793e\u4f1a\u5173\u7cfb\u7684\u5047\u8bbe\u672c\u8eab\u4e5f\u5b58\u5728\u5408\u7406\u6027\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u5730\uff0c\u5728\u6a21\u62df\u504f\u597d\u4f9d\u9644\u6a21\u578b\u7684\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u5c06\u4efb\u610f\u4e00\u4e2a\u8282\u70b9\u83b7\u53d6\u4e00\u6761\u65b0\u7684\u90bb\u8fb9\u7684\u6982\u7387\u8bbe\u7f6e\u4e3a\u4e0e\u5176\u5df2\u6709\u90bb\u8fb9\u7684\u6570\u91cf\u6210\u6b63\u6bd4\u3002[43]\u6211\u4eec\u5c06\u8282\u70b9\u7684\u603b\u6570\u8bbe\u7f6e\u4e3a250\uff08\u5373\u539f\u59cb\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u7f51\u7edc\u4e2d\u8282\u70b9\u7684\u6570\u91cf\uff09\uff0c\u8c03\u6574\u53c2\u6570\u4ee5\u63a7\u5236\u65b0\u7684\u8fb9\u7684\u751f\u6210\u7387\uff0c\u5e76\u91cd\u590d\u6a21\u62df\u8fc7\u7a0b\u76f4\u81f3\u6a21\u62df\u7f51\u7edc\u4e2d\u7684\u603b\u8fb9\u6570\u8fbe\u5230505\uff08\u5373\u539f\u59cb\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u7f51\u7edc\u4e2d\u8fb9\u7684\u6570\u91cf\uff09\u3002\u6700\u7ec8\uff0c\u6211\u4eec\u5c06\u65e0\u6743\u91cd\u7684\u539f\u59cb\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u7f51\u7edc\u5168\u90e8\u8282\u70b9\u5ea6\u6570\u7684\u5206\u5e03\uff08\u5373\u7f51\u7edc\u4e2d\u6bcf\u4e2a\u8282\u70b9\u8fde\u63a5\u7684\u8fb9\u6570\u7684\u5206\u5e03\uff09\u548c\u6a21\u62df\u7f51\u7edc\u5168\u90e8\u8282\u70b9\u5ea6\u6570\u7684\u5206\u5e03\u7ed8\u5236\u5728\u540c\u4e00\u5f20\u56fe\u4e2d\uff0c\u4ece\u800c\u8bc4\u4f30\u504f\u597d\u4f9d\u9644\u6a21\u578b\u662f\u5426\u4e3a\u539f\u59cb\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u7f51\u7edc\u63d0\u4f9b\u4e86\u6709\u6548\u7684\u6a21\u62df\u3002<\/p>\n\n\n\n<p>\u6b64\u5916\uff0c\u6211\u4eec\u4f7f\u7528\u6307\u6570\u968f\u673a\u56fe\u6a21\u578b\uff08ERGM\uff09[44]\u6765\u8bc4\u4f30\u8282\u70b9\u7684\u201c\u95e8\u9600\u5f52\u5c5e\u201d\u5c5e\u6027\u80fd\u5426\u89e3\u91ca\u7f51\u7edc\u4e2d\u7684\u8fb9\u662f\u5426\u5b58\u5728\u3002\u9996\u5148\uff0c\u6211\u4eec\u5c06\u57fa\u51c6\u6a21\u578b\uff08baseline model\uff09\u8bbe\u7f6e\u4e3a\u4ec5\u6709\u201c\u8fb9\u201d\u5c5e\u6027\uff08\u5373\u7f51\u7edc\u4e2d\u8fb9\u7684\u6570\u91cf\uff09\u88ab\u786e\u5b9a\u3002\u6211\u4eec\u63a5\u7740\u589e\u52a0\u4e00\u4e2a\u65b0\u53d8\u91cf\u201c\u8282\u70b9\u5339\u914d\uff08\u57fa\u4e8e\u95e8\u9600\u5f52\u5c5e\uff09\u201d\uff0c\u6765\u8bc4\u4f30\u51fa\u81ea\u540c\u4e00\u95e8\u9600\u7684\u4e24\u4e2a\u4eba\u7269\u5bf9\u5e94\u7684\u8282\u70b9\u662f\u5426\u66f4\u6709\u53ef\u80fd\u88ab\u8fde\u63a5\u3002<\/p>\n\n\n\n<p>2.\u793e\u7fa4\u53d1\u73b0\u548c\u793e\u7fa4\u76f8\u4f3c\u5ea6\u5ea6\u91cf<\/p>\n\n\n\n<p>\u5728\u793e\u7fa4\u5c42\u9762\u7684\u5206\u6790\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528Louvain\u7b97\u6cd5[45]\u5c06\u7f51\u7edc\u5207\u5206\u6210\u4e0d\u540c\u793e\u7fa4\uff0c\u5e76\u5728Gephi[46]\u4e2d\u53ef\u89c6\u5316\uff0c\u4ee5\u63d0\u4f9b\u7f51\u7edc\u6574\u4f53\u7ed3\u6784\u7684\u6982\u8c8c\u3002\u6211\u4eec\u4f7f\u7528FruchtermanReingold\u7b97\u6cd5[47]\u5bf9\u7f51\u7edc\u8fdb\u884c\u5e03\u5c40\uff0c\u5e76\u5c06\u4e0d\u540c\u793e\u7fa4\u7528\u4e0d\u540c\u989c\u8272\u8868\u793a\uff08\u89c1\u4e0b\u8282\u56fe2\uff09\u3002<\/p>\n\n\n\n<p>\u4e3a\u4e86\u8bc4\u4f30\u95e8\u9600\u5f52\u5c5e\u548c\u793e\u7fa4\u5f62\u6210\u4e4b\u95f4\u7684\u5173\u7cfb\uff08\u5373\u51fa\u81ea\u540c\u4e00\u95e8\u9600\u7684\u4eba\u7269\u662f\u5426\u503e\u5411\u4e8e\u5728\u7f51\u7edc\u4e2d\u805a\u96c6\uff09\uff0c\u6211\u4eec\u4f7f\u7528Kulczynski\u8ddd\u79bb\u6765\u5ea6\u91cf\u6bcf\u4e2a\u7531\u7b97\u6cd5\u5207\u5206\u51fa\u7684\u793e\u7fa4\u4e0e\u6bcf\u5bb6\u95e8\u9600\u7684\u76f8\u4f3c\u6027\u3002Kulczynski\u8ddd\u79bb\u662f\u4e00\u4e2a\u5e38\u7528\u7684\u5ea6\u91cf\u4e24\u7ec4\u6570\u636e\u76f8\u4f3c\u5ea6\u7684\u96f6\u503c\u4e0d\u53d8\uff08null-invariant\uff0c\u5373\u503c\u4e3a0\u7684\u8bb0\u5f55\u4e0d\u4f1a\u5f71\u54cd\u5ea6\u91cf\u7ed3\u679c\uff09\u6307\u6807\u3002\u5728\u8fd9\u91cc\uff0c\u5b83\u88ab\u5b9a\u4e49\u4e3a\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"394\" height=\"78\" src=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_1-1.jpg\" alt=\"\" class=\"wp-image-24933\" srcset=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_1-1.jpg 394w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_1-1-300x59.jpg 300w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_1-1-18x4.jpg 18w\" sizes=\"auto, (max-width: 394px) 100vw, 394px\" \/><\/figure>\n\n\n\n<p>[48]<\/p>\n\n\n\n<p>\u5176\u4e2d\uff0cA\u4ee3\u8868\u4e00\u4e2a\u793e\u4f1a\u7f51\u7edc\u4e2d\u7531\u7b97\u6cd5\u5207\u5206\u51fa\u7684\u793e\u7fa4\uff0cB\u4ee3\u8868\u4e00\u5bb6\u95e8\u9600\uff0c|A|\u4ee3\u8868\u793e\u7fa4A\u4e2d\u4eba\u7269\u7684\u6570\u91cf\uff0c|B|\u4ee3\u8868\u95e8\u9600B\u4e2d\u4eba\u7269\u7684\u6570\u91cf\uff0c\u800c|A\u2229B|\u4ee3\u8868\u65e2\u5c5e\u4e8e\u793e\u7fa4A\uff0c\u53c8\u51fa\u81ea\u95e8\u9600B\u7684\u4eba\u7269\u7684\u6570\u91cf\u3002<\/p>\n\n\n\n<p>3.\u5404\u5bb6\u95e8\u9600\u4e4b\u95f4\u7684\u7d2f\u8ba1\u8fb9\u6743<\/p>\n\n\n\n<p>\u5728\u793e\u7fa4\u5c42\u9762\uff0c\u6211\u4eec\u8fd8\u8ba1\u7b97\u4e86\u6709\u6743\u91cd\u7684\u7f51\u7edc\u4e2d\u5404\u5bb6\u95e8\u9600\u4e4b\u95f4\u7684\u7d2f\u8ba1\u8fb9\u6743\u3002\u5176\u4e2d\uff0c\u6211\u4eec\u628a\u4e24\u5bb6\u4e0d\u540c\u95e8\u9600\u4e4b\u95f4\u7684\u7d2f\u8ba1\u8fb9\u6743\u5b9a\u4e49\u4e3a\u201c\u6ee1\u8db3\u4e24\u4e2a\u8282\u70b9\u8868\u793a\u7684\u4eba\u7269\u5206\u522b\u51fa\u81ea\u8fd9\u4e24\u5bb6\u95e8\u9600\u7684\u6240\u6709\u8282\u70b9\u5bf9\uff08node pair\uff09\u4e4b\u95f4\u8fb9\u7684\u6743\u91cd\u4e4b\u548c\u201d\uff0c\u800c\u628a\u4e00\u5bb6\u95e8\u9600\u4e0e\u5176\u81ea\u8eab\u7684\u7d2f\u8ba1\u8fb9\u6743\u5b9a\u4e49\u4e3a\u201c\u6ee1\u8db3\u4e24\u4e2a\u8282\u70b9\u8868\u793a\u7684\u4eba\u7269\u90fd\u51fa\u81ea\u8fd9\u5bb6\u95e8\u9600\u7684\u6240\u6709\u8282\u70b9\u5bf9\u4e4b\u95f4\u8fb9\u7684\u6743\u91cd\u4e4b\u548c\u201d\u3002<\/p>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<p>\u5728\u793e\u4f1a\u7f51\u7edc\u4e2d\u6709\u8f83\u591a\u6210\u5458\u7684\u95e8\u9600\u66f4\u6709\u53ef\u80fd\u4e0e\u5176\u4ed6\u95e8\u9600\u4e4b\u95f4\u6709\u66f4\u9ad8\u7684\u7d2f\u8ba1\u8fb9\u6743\uff0c\u4e5f\u66f4\u53ef\u80fd\u4e0e\u5176\u81ea\u8eab\u6709\u66f4\u9ad8\u7684\u7d2f\u8ba1\u8fb9\u6743\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u4e5f\u8ba1\u7b97\u4e86\u5404\u5bb6\u95e8\u9600\u4e4b\u95f4\u7684\u5e73\u5747\u8fb9\u6743\uff0c\u5176\u7531\u7d2f\u8ba1\u8fb9\u6743\u9664\u4ee5\u53ef\u80fd\u5b58\u5728\u7684\u8282\u70b9\u5bf9\u7684\u603b\u6570\u5f97\u5230\u3002\u5176\u4e2d\uff0c\u4e24\u5bb6\u95e8\u9600\u7684\u5e73\u5747\u8fb9\u6743\u662f\u4e8c\u8005\u4e4b\u95f4\u7684\u7d2f\u8ba1\u8fb9\u6743\u9664\u4ee5\u5206\u5c5e\u4e24\u5bb6\u95e8\u9600\u7684\u4eba\u7269\u6570\u91cf\u7684\u4e58\u79ef\uff0c\u800c\u4e00\u5bb6\u95e8\u9600\u4e0e\u5176\u81ea\u8eab\u7684\u5e73\u5747\u8fb9\u6743\u662f\u5176\u7d2f\u8ba1\u8fb9\u6743\u9664\u4ee5\uff08n 2\uff09\uff0c\u5176\u4e2dn\u662f\u6240\u5c5e\u8fd9\u5bb6\u95e8\u9600\u7684\u4eba\u7269\u6570\u91cf\u3002<\/p>\n<\/div>\n\n\n\n<p>4.\u4e2d\u5fc3\u6027\u6307\u6807<\/p>\n\n\n\n<p>\u5728\u8282\u70b9\u5c42\u9762\uff0c\u5728\u8ba1\u7b97\u5ea6\u4e2d\u5fc3\u6027\u548c\u7279\u5f81\u5411\u91cf\u4e2d\u5fc3\u6027\u65f6\uff0c\u6211\u4eec\u540c\u65f6\u4f7f\u7528\u6709\u6743\u91cd\u548c\u65e0\u6743\u91cd\u7684\u7f51\u7edc\u3002\u4e0d\u8fc7\uff0c\u5728\u8ba1\u7b97\u4e2d\u4ecb\u4e2d\u5fc3\u6027\u548c\u63a5\u8fd1\u4e2d\u5fc3\u6027\u65f6\uff0c\u7531\u4e8e\u8fd9\u4e24\u4e2a\u6307\u6807\u5173\u6ce8\u7f51\u7edc\u4e2d\u6bcf\u4e2a\u8282\u70b9\u7684\u4f4d\u7f6e\uff0c\u800c\u8fb9\u7684\u6743\u91cd\u5e76\u4e0d\u91cd\u8981\uff0c\u6211\u4eec\u4ec5\u4f7f\u7528\u65e0\u6743\u91cd\u7684\u7f51\u7edc\u3002[49]\u6211\u4eec\u4f7f\u7528Python\u5305\uff08package\uff09NetworkX[50]\u8fdb\u884c\u76f8\u5173\u8ba1\u7b97\uff0c[51]\u7531\u6b64\u83b7\u5f97\u6bcf\u4e2a\u4eba\u7269\u7684\u516d\u79cd\u4e2d\u5fc3\u6027\u6307\u6807\uff1a\u52a0\u6743\u548c\u4e0d\u52a0\u6743\u7684\u5ea6\u4e2d\u5fc3\u6027\u3001\u52a0\u6743\u548c\u4e0d\u52a0\u6743\u7684\u7279\u5f81\u5411\u91cf\u4e2d\u5fc3\u6027\u3001\u4e0d\u52a0\u6743\u7684\u4e2d\u4ecb\u4e2d\u5fc3\u6027\u548c\u4e0d\u52a0\u6743\u7684\u63a5\u8fd1\u4e2d\u5fc3\u6027\u3002<\/p>\n\n\n\n<p>\u5728\u8ba1\u7b97\u6bcf\u4e2a\u4eba\u7269\u7684\u4e0a\u8ff0\u4e2d\u5fc3\u6027\u6307\u6807\u540e\uff0c\u6211\u4eec\u68c0\u9a8c\u5728\u6bcf\u79cd\u6307\u6807\u4e2d\u6392\u540d\u9760\u524d\u7684\u4eba\u7269\u7684\u6240\u5c5e\u95e8\u9600\u3002\u540c\u65f6\uff0c\u5bf9\u4e8e\u6bcf\u5bb6\u95e8\u9600\uff0c\u6211\u4eec\u5c06\u51fa\u81ea\u8be5\u95e8\u9600\u7684\u6240\u6709\u4eba\u7269\u5bf9\u5e94\u7684\u8282\u70b9\u7684\u4e2d\u5fc3\u6027\u6307\u6807\u76f8\u52a0\u3002<\/p>\n\n\n\n<p class=\"has-text-color has-medium-font-size\" style=\"color:#476d4d\"><strong>\u4e09\u3001\u5b9e\u9a8c\u7ed3\u679c<\/strong><\/p>\n\n\n\n<p><strong>\uff08\u4e00\uff09\u7f51\u7edc\u6a21\u62df\u4e0e\u9884\u6d4b<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"918\" height=\"624\" src=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_3-1.jpg\" alt=\"\" class=\"wp-image-24935\" srcset=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_3-1.jpg 918w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_3-1-300x204.jpg 300w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_3-1-768x522.jpg 768w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_3-1-18x12.jpg 18w\" sizes=\"auto, (max-width: 918px) 100vw, 918px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\">\u56fe1 \u539f\u59cb\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u7f51\u7edc\u548c\u57fa\u4e8e\u504f\u597d\u4f9d\u9644\u6a21\u578b\u751f\u6210\u7684\u6a21\u62df\u7f51\u7edc\u4e2d\u5ea6\u6570\u7684\u5206\u5e03<\/p>\n\n\n\n<p>\u56fe1\u8868\u660e\uff0c\u539f\u59cb\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u7f51\u7edc\u548c\u6a21\u62df\u7f51\u7edc\u4e2d\u5ea6\u6570\u7684\u5206\u5e03\u5448\u73b0\u51fa\u76f8\u4f3c\u7684\u7279\u5f81\uff0c\u5c3d\u7ba1\u6a21\u62df\u7f51\u7edc\u6bd4\u539f\u59cb\u7f51\u7edc\u6709\u66f4\u957f\u7684\u5c3e\u90e8\uff08longer tail\uff0c\u5373\u56fe\u4e2d\u7ea2\u8272\u66f2\u7ebf\u76f8\u6bd4\u84dd\u8272\u66f2\u7ebf\u5728\u4e24\u7aef\u5747\u6709\u66f4\u957f\u7684\u5ef6\u4f38\uff09\u3002\u4e24\u4e2a\u5ea6\u6570\u5206\u5e03\u66f2\u7ebf\u7684\u9ad8\u5ea6\u91cd\u5408\u6709\u529b\u5730\u8bf4\u660e\u4e86\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e2d\u7684\u8d35\u65cf\u793e\u4f1a\u7f51\u7edc\u7684\u5f62\u6210\u8fd1\u4f3c\u5730\u9075\u5faa\u4e86\u504f\u597d\u4f9d\u9644\u673a\u5236\uff08\u5373\u4e00\u4e2a\u4eba\u7269\u5efa\u7acb\u65b0\u7684\u793e\u4f1a\u5173\u7cfb\u7684\u6982\u7387\u4e0e\u6b64\u4eba\u5df2\u6709\u7684\u793e\u4f1a\u5173\u7cfb\u7684\u6570\u91cf\u6210\u6b63\u6bd4\uff09\u3002\u8fd9\u8868\u660e\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e2d\u7684\u8d35\u65cf\u793e\u4f1a\u7f51\u7edc\u5b58\u5728\u4f18\u52bf\u7d2f\u79ef\uff08cumulative advantage\uff09\uff1a\u663e\u8d6b\u7684\u4eba\u7269\u83b7\u5f97\u4e86\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4f5c\u8005\u7684\u66f4\u591a\u5173\u6ce8\uff0c\u800c\u8fd9\u4e00\u70b9\u663e\u8457\u5730\u63d0\u9ad8\u4e86\u4ed6\u4eec\u5728\u6587\u672c\u4e2d\u7684\u53ef\u89c1\u5ea6\u3002<\/p>\n\n\n\n<p>\u6b64\u5916\uff0c\u57fa\u4e8e\u6307\u6570\u968f\u673a\u56fe\u6a21\u578b\uff08ERGM\uff09\u7684\u7f51\u7edc\u9884\u6d4b\u8fdb\u4e00\u6b65\u8868\u660e\uff0c\u4e00\u4e2a\u7279\u5b9a\u7684\u4eba\u7269\u5c5e\u6027\u201c\u95e8\u9600\u5f52\u5c5e\u201d\u5bf9\u7f51\u7edc\u7ed3\u6784\u6709\u7740\u91cd\u8981\u7684\u5f71\u54cd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"196\" src=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_4-1-1024x196.jpg\" alt=\"\" class=\"wp-image-24936\" srcset=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_4-1-1024x196.jpg 1024w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_4-1-300x57.jpg 300w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_4-1-768x147.jpg 768w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_4-1-18x3.jpg 18w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_4-1.jpg 1113w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\">\u88681 ERGM\u5206\u6790\u7ed3\u679c\uff08*p&lt;0.05\uff0c**p&lt;0.01\uff0c***p&lt;0.001\uff09<\/p>\n\n\n\n<p>ERGM\u5206\u6790\uff08\u88681\uff09\u63ed\u793a\u4e86\u62e5\u6709\u76f8\u540c\u201c\u95e8\u9600\u5f52\u5c5e\u201d\u5c5e\u6027\u7684\u4e24\u4e2a\u8282\u70b9\uff08\u4eba\u7269\uff09\u6709\u66f4\u9ad8\u7684\u53ef\u80fd\u6027\u4ea7\u751f\u8054\u7cfb\u3002\u6362\u8a00\u4e4b\uff0c\u51fa\u81ea\u540c\u4e00\u95e8\u9600\u7684\u4eba\u7269\u66f4\u53ef\u80fd\u6709\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e2d\u6240\u8f7d\u7684\u6b63\u5411\u4e92\u52a8\u3002\u88681\u4e3a\u8fd9\u4e00\u7ed3\u8bba\u63d0\u4f9b\u4e86\u5b9a\u91cf\u7684\u8bc1\u636e\uff1a\u5b83\u8868\u660e\uff0c\u53d8\u91cf\u201c\u8282\u70b9\u5339\u914d\uff08\u57fa\u4e8e\u95e8\u9600\u5f52\u5c5e\uff09\u201d\u7684\u4f30\u8ba1\u903b\u8f91\u56de\u5f52\u7cfb\u6570\u4e3a\u6b63\uff0c\u4e14\u5b58\u5728\u7edf\u8ba1\u663e\u8457\u6027\uff08p&lt;0.001\uff09\u3002<\/p>\n\n\n\n<p>\u4f30\u8ba1\u903b\u8f91\u56de\u5f52\u7cfb\u6570\u7684\u6570\u503c\u610f\u5473\u7740\uff0c\u4e24\u4e2a\u968f\u673a\u9009\u53d6\u7684\u8282\u70b9\uff08\u4eba\u7269\uff09\u4e4b\u95f4\u4ea7\u751f\u8fb9\uff08\u6b63\u5411\u5173\u7cfb\uff09\u7684\u6982\u7387\u4e3a\u22480.016\uff0c\u4e24\u4e2a\u6709\u7740\u76f8\u540c\u201c\u95e8\u9600\u5f52\u5c5e\u201d\u5c5e\u6027\u7684\u8282\u70b9\uff08\u51fa\u81ea\u540c\u4e00\u95e8\u9600\u7684\u4eba\u7269\uff09\u7684\u6982\u7387\u4e3a\u22480.034\uff0c\u7565\u9ad8\u4e8e\u524d\u8005\u7684\u4e24\u500d\u3002<\/p>\n\n\n\n<p>\u4e0d\u8fc7\uff0c\u8fd9\u4e9b\u6570\u636e\u53ea\u80fd\u8868\u660e\u51fa\u81ea\u540c\u4e00\u95e8\u9600\u7684\u4eba\u7269\u76f8\u6bd4\u4e8e\u51fa\u81ea\u4e0d\u540c\u95e8\u9600\u7684\u4eba\u7269\u66f4\u6709\u53ef\u80fd\u4ea7\u751f\u6b63\u5411\u4e92\u52a8\u3002\u5b83\u4eec\u5e76\u4e0d\u80fd\u8bf4\u660e\u51fa\u81ea\u4e0d\u540c\u95e8\u9600\u7684\u4eba\u7269\u4ea7\u751f\u6b63\u5411\u4e92\u52a8\u7684\u5e38\u89c1\u7a0b\u5ea6\u5982\u4f55\uff0c\u4e5f\u4e0d\u80fd\u8868\u660e\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u6587\u672c\u6240\u8f7d\u7684\u6b63\u5411\u5173\u7cfb\u6709\u591a\u5927\u6bd4\u4f8b\u662f\u51fa\u81ea\u540c\u4e00\u95e8\u9600\u7684\u4eba\u7269\u4e4b\u95f4\u7684\u5173\u7cfb\u3002\u4e3a\u4e86\u56de\u5e94\u8fd9\u4e9b\u95ee\u9898\uff0c\u5728\u4e0b\u6587\u6211\u4eec\u4f1a\u8fdb\u4e00\u6b65\u8bc4\u4f30\u57fa\u4e8e\u95e8\u9600\u5f52\u5c5e\u7684\u540c\u8d28\u6027\u7684\u5f3a\u5ea6\u3002<\/p>\n\n\n\n<p><strong>\uff08\u4e8c\uff09\u53ef\u89c6\u5316\u4e0e\u793e\u7fa4\u53d1\u73b0<\/strong><\/p>\n\n\n\n<p>\u5728\u56fe2\u4e2d\uff0c\u6211\u4eec\u5c06\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e2d\u7684\u8d35\u65cf\u793e\u4f1a\u7f51\u7edc\u53ef\u89c6\u5316\uff0c\u4ece\u800c\u4e3a\u8be5\u7f51\u7edc\u63d0\u4f9b\u4e00\u4e2a\u5168\u666f\u89c6\u89d2\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"775\" height=\"778\" src=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_7-1.jpg\" alt=\"\" class=\"wp-image-24937\" style=\"aspect-ratio:0.9961439588688946;width:521px;height:auto\" srcset=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_7-1.jpg 775w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_7-1-300x300.jpg 300w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_7-1-150x150.jpg 150w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_7-1-768x771.jpg 768w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_7-1-12x12.jpg 12w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_7-1-100x100.jpg 100w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_7-1-45x45.jpg 45w\" sizes=\"auto, (max-width: 775px) 100vw, 775px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\">\u56fe2 \u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e2d\u7684\u4e1c\u664b\u8d35\u65cf\u793e\u4f1a\u7f51\u7edc<\/p>\n\n\n\n<p>\u57281.0\u7684\u5206\u8fa8\u7387\u4e0b\u4f7f\u7528Louvain\u7b97\u6cd5\uff0c\u6211\u4eec\u5c06\u7f51\u7edc\u5206\u4e3a\u5341\u516b\u4e2a\u793e\u7fa4\u3002\u5176\u4e2d\u7684\u4e5d\u4e2a\u793e\u7fa4\u7684\u6210\u5458\u4eba\u6570\u81f3\u5c11\u670915\u4eba\uff0c\u5176\u4ed6\u4e5d\u4e2a\u793e\u7fa4\u5219\u81f3\u591a\u67093\u4eba\u3002\u4e5d\u4e2a\u4e3b\u8981\u793e\u7fa4\u7684\u4e2d\u5fc3\u4eba\u7269\u5206\u522b\u662f\uff1a\u51fa\u81ea\u7405\u740a\u738b\u6c0f\u7684\u738b\u5bfc\uff08\u7d2b\u8272\uff09\u548c\u738b\u6566\uff08\u7070\u8272\uff09\u3001\u51fa\u81ea\u988d\u5ddd\u5ebe\u6c0f\u7684\u5ebe\u4eae\uff08\u7c89\u8272\uff09\u3001\u51fa\u81ea\u8c2f\u56fd\u6853\u6c0f\u7684\u6853\u6e29\uff08\u84dd\u8272\uff09\u548c\u6853\u7384\uff08\u9752\u8272\uff09\u3001\u51fa\u81ea\u9648\u90e1\u8c22\u6c0f\u7684\u8c22\u5b89\uff08\u7eff\u8272\uff09\u3001\u51fa\u81ea\u592a\u539f\u738b\u6c0f\u7684\u738b\u5766\u4e4b\uff08\u6a59\u8272\uff09\u3001\u51fa\u81ea\u592a\u539f\u5b59\u6c0f\u7684\u5b59\u7ef0\uff08\u68d5\u8272\uff09\u3001\u51fa\u81ea\u6c9b\u56fd\u5218\u6c0f\u7684\u5218\u60d4\uff08\u9ed1\u8272\uff09\u3002\u56e0\u6b64\uff0c\u4e5d\u4e2a\u4e3b\u8981\u793e\u7fa4\u4e2d\u5fc3\u4eba\u7269\u4e2d\u7684\u4e03\u4e2a\uff08\u5373\u9664\u68d5\u8272\u793e\u7fa4\u548c\u9ed1\u8272\u793e\u7fa4\u5916\u7684\u5168\u90e8\u793e\u7fa4\uff09\u90fd\u51fa\u81ea\u638c\u63e1\u8fc7\u4e1c\u664b\u56fd\u67c4\u7684\u4e94\u5927\u95e8\u9600\uff0c\u800c\u4e94\u5927\u95e8\u9600\u5747\u6709\u81f3\u5c11\u4e00\u4eba\u662f\u4e3b\u8981\u793e\u7fa4\u7684\u4e2d\u5fc3\u4eba\u7269\u3002<\/p>\n\n\n\n<p>\u56e0\u6b64\uff0c\u4e94\u5927\u95e8\u9600\u7684\u793e\u4ea4\u4e92\u52a8\u5728\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e2d\u5f97\u5230\u4e86\u7279\u6b8a\u7684\u5173\u6ce8\uff0c\u800c\u8fd9\u4e94\u5927\u95e8\u9600\u5728\u5404\u81ea\u4e3b\u5bfc\u7684\u793e\u4ea4\u5708\u4e2d\u62e5\u6709\u7a81\u51fa\u7684\u5f71\u54cd\u529b\u3002\u7136\u800c\uff0c\u8fd9\u4e9b\u793e\u4ea4\u5708\u5e76\u975e\u5b8c\u5168\u5c01\u95ed\u7684\uff0c\u800c\u793e\u4f1a\u7f51\u7edc\u4e2d\u88ab\u5207\u5206\u51fa\u7684\u793e\u7fa4\u7684\u8fb9\u754c\u4e5f\u4e0d\u7b49\u540c\u4e8e\u95e8\u9600\u7684\u5212\u5206\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"421\" src=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_8-1-1024x421.jpg\" alt=\"\" class=\"wp-image-24938\" srcset=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_8-1-1024x421.jpg 1024w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_8-1-300x123.jpg 300w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_8-1-768x316.jpg 768w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_8-1-18x7.jpg 18w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_8-1.jpg 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\">\u88682 \u4e94\u5927\u95e8\u9600\u548c\u4e5d\u4e2a\u4e3b\u8981\u793e\u7fa4\u4e4b\u95f4\u7684Kulczynski\u76f8\u4f3c\u5ea6\uff08\u6309\u76f8\u4f3c\u5ea6\u6392\u5e8f\u8282\u9009\u524d\u4e5d\u7ec4\uff09<\/p>\n\n\n\n<p>\u88682\u5c55\u793a\u4e86\u7531Louvain\u7b97\u6cd5\u5207\u5206\u51fa\u7684\u4e5d\u5927\u793e\u7fa4\u548c\u4e94\u5927\u95e8\u9600\u4e4b\u95f4\u7684Kulczynski\u76f8\u4f3c\u5ea6\u3002\u8fd9\u4e9b\u6570\u636e\u8868\u660e\uff0c\u7405\u740a\u738b\u6c0f\u548c\u7070\u8272\u793e\u7fa4\u6709\u7740\u6700\u9ad8\u7684Kulczynski\u76f8\u4f3c\u5ea60.363\uff0c\u4f46\u8fd9\u4ec5\u4ec5\u662f\u4e00\u4e2a\u4e2d\u7b49\u5927\u5c0f\u7684\u6570\u503c\u3002\u5176\u4ed6\u95e8\u9600\u2014\u793e\u7fa4\u7ec4\u5408\u4e4b\u95f4\u7684\u76f8\u4f3c\u5ea6\u66f4\u4f4e\uff1a\u9664\u4e0a\u8ff0\u7405\u740a\u738b\u6c0f\u2014\u7070\u8272\u793e\u7fa4\u7ec4\u5408\u5916\uff0c\u4e94\u5927\u95e8\u9600\u4e2d\u6ca1\u6709\u4e00\u5bb6\u4e0e\u4efb\u610f\u4e00\u4e2a\u793e\u7fa4\u7684Kulczynski\u76f8\u4f3c\u5ea6\u8d85\u8fc70.3\u3002\u8fd9\u4e00\u7ed3\u679c\u610f\u5473\u7740\u5728\u6240\u6709\u7684\u793e\u7fa4\u4e2d\uff0c\u57fa\u4e8e\u95e8\u9600\u5f52\u5c5e\u7684\u5f02\u8d28\u6027\u8f83\u5f3a\uff0c\u800c\u540c\u8d28\u6027\u8f83\u5f31\u3002[52]<\/p>\n\n\n\n<p>\u8fd9\u4e9b\u7ed3\u679c\u4e3a\u4e0a\u6587\u4e09\uff08\u4e00\uff09\u4e2d\u63d0\u51fa\u7684\u6709\u5173\u201c\u57fa\u4e8e\u95e8\u9600\u5f52\u5c5e\u7684\u540c\u8d28\u6027\u201d\u7684\u5f3a\u5ea6\u7684\u95ee\u9898\u63d0\u4f9b\u4e86\u521d\u6b65\u7684\u89e3\u7b54\uff1a\u5c3d\u7ba1\u4e1c\u664b\u95e8\u9600\u8d35\u65cf\u66f4\u6709\u53ef\u80fd\u548c\u4e0e\u81ea\u5df1\u51fa\u81ea\u540c\u4e00\u95e8\u9600\u7684\u4eba\u7269\u4ea7\u751f\u6b63\u5411\u4e92\u52a8\uff0c\u800c\u51fa\u81ea\u4e0d\u540c\u95e8\u9600\u7684\u4eba\u7269\u4e4b\u95f4\u5b58\u5728\u6b63\u5411\u4e92\u52a8\u7684\u60c5\u51b5\u4ecd\u7136\u8f83\u4e3a\u5e38\u89c1\u3002\u5728\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e2d\uff0c\u4e1c\u664b\u95e8\u9600\u8d35\u65cf\u4e4b\u95f4\u5f62\u6210\u4e86\u4e00\u4e2a\u6765\u5f80\u5bc6\u5207\u7684\u793e\u4ea4\u5708\uff0c\u5e76\u975e\u4ec5\u4ec5\u56e2\u7ed3\u5728\u4eb2\u5c5e\u7684\u5468\u56f4\uff0c\u800c\u4e0e\u5176\u4ed6\u95e8\u9600\u76f8\u758f\u79bb\u3002\u8fd9\u4e00\u70b9\u662f\u4ed6\u4eec\u5bf9\u4e8e\u4f5c\u4e3a\u7279\u6743\u8eab\u4efd\u56e2\u4f53\u4e00\u90e8\u5206\u7684\u96c6\u4f53\u610f\u8bc6\u7684\u4e00\u4e2a\u8868\u5f81\u3002<\/p>\n\n\n\n<p><strong>\uff08\u4e09\uff09\u5404\u5bb6\u95e8\u9600\u4e4b\u95f4\u7684\u7d2f\u8ba1\u8fb9\u6743<\/strong><\/p>\n\n\n\n<p>\u524d\u6587\u7684\u8ba8\u8bba\u5df2\u7ecf\u8868\u660e\uff0c\u4e1c\u664b\u8d35\u65cf\u793e\u4f1a\u7f51\u7edc\u4e2d\uff0c\u57fa\u4e8e\u95e8\u9600\u5f52\u5c5e\u7684\u540c\u8d28\u6027\u8f83\u5f31\u3002\u5728\u672c\u8282\u4e2d\uff0c\u6211\u4eec\u5bf9\u8fd9\u79cd\u540c\u8d28\u6027\u8fdb\u884c\u66f4\u4e3a\u6df1\u5165\u7684\u89c2\u5bdf\uff0c\u901a\u8fc7\u8ba1\u7b97\u793e\u4f1a\u7f51\u7edc\u4e2d\u5404\u5bb6\u95e8\u9600\u4e4b\u95f4\u7684\u7d2f\u8ba1\u8fb9\u6743\uff0c\u6765\u68c0\u9a8c\u4e0d\u540c\u95e8\u9600\u7684\u540c\u8d28\u6027\u7684\u5f3a\u5ea6\u662f\u5426\u5b58\u5728\u5dee\u5f02\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"271\" src=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_9-1-1024x271.jpg\" alt=\"\" class=\"wp-image-24939\" srcset=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_9-1-1024x271.jpg 1024w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_9-1-300x80.jpg 300w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_9-1-768x204.jpg 768w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_9-1-18x5.jpg 18w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_9-1.jpg 1113w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\">\u88683 \u4e94\u5927\u95e8\u9600\u4e4b\u95f4\u7684\u7d2f\u8ba1\u8fb9\u6743<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"255\" src=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_10-1-1024x255.jpg\" alt=\"\" class=\"wp-image-24940\" srcset=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_10-1-1024x255.jpg 1024w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_10-1-300x75.jpg 300w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_10-1-768x191.jpg 768w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_10-1-18x4.jpg 18w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_10-1.jpg 1113w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\">\u88684 \u4e94\u5927\u95e8\u9600\u4e4b\u95f4\u7684\u5e73\u5747\u8fb9\u6743<\/p>\n\n\n\n<p>\u6211\u4eec\u7279\u522b\u5173\u6ce8\u638c\u63e1\u8fc7\u4e1c\u664b\u56fd\u67c4\u7684\u4e94\u5927\u95e8\u9600\u3002\u88683\u548c\u88684\u8868\u660e\uff0c\u4e24\u5bb6\u4e0d\u540c\u95e8\u9600\u4e4b\u95f4\u7684\u7d2f\u8ba1\u8fb9\u6743\u548c\u5e73\u5747\u8fb9\u6743\u5e76\u4e0d\u666e\u904d\u5c0f\u4e8e\u4e00\u5bb6\u95e8\u9600\u4e0e\u5176\u81ea\u8eab\u7684\u7d2f\u8ba1\u8fb9\u6743\u4e0e\u5e73\u5747\u8fb9\u6743\u3002\u4e3e\u4f8b\u800c\u8a00\uff0c\u5728\u88683\u6240\u793a\u7684\u56db\u7ec4\u7d2f\u8ba1\u8fb9\u6743\u6700\u9ad8\u7684\u95e8\u9600\u7ec4\u5408\uff08\u5373\u5168\u90e8\u56db\u7ec4\u7d2f\u8ba1\u8fb9\u6743\u8d85\u8fc730\u7684\u95e8\u9600\u7ec4\u5408\uff09\u4e2d\uff0c\u4e09\u7ec4\u4e3a\u4e24\u5bb6\u4e0d\u540c\u95e8\u9600\u7684\u7ec4\u5408\uff0c\u53ea\u6709\u4e00\u7ec4\u662f\u4e00\u5bb6\u95e8\u9600\u4e0e\u5176\u81ea\u8eab\u3002\u88684\u4e5f\u8868\u660e\uff0c\u4e94\u5927\u95e8\u9600\u4e2d\u7684\u4e09\u4e2a\uff08\u7405\u740a\u738b\u6c0f\u3001\u8c2f\u56fd\u6853\u6c0f\u3001\u592a\u539f\u738b\u6c0f\uff09\u4e0e\u5176\u4ed6\u95e8\u9600\u800c\u975e\u5176\u81ea\u8eab\u6709\u7740\u6700\u9ad8\u7684\u5e73\u5747\u8fb9\u6743\u3002\u8fd9\u8bf4\u660e\u5728\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e2d\uff0c\u8fd9\u4e9b\u95e8\u9600\u4e4b\u95f4\u7684\u6b63\u5411\u4e92\u52a8\u4e5f\u8f83\u4e3a\u5e38\u89c1\u3002\u6362\u8a00\u4e4b\uff0c\u57fa\u4e8e\u95e8\u9600\u5f52\u5c5e\u7684\u540c\u8d28\u6027\u5728\u8fd9\u4e00\u793e\u4f1a\u7f51\u7edc\u4e2d\u8f83\u5f31\uff0c\u610f\u5473\u7740\u5c06\u8fd9\u4e9b\u95e8\u9600\u8d35\u65cf\u4f5c\u4e3a\u4e00\u4e2a\u8eab\u4efd\u56e2\u4f53\u52a0\u4ee5\u7edf\u5408\u7684\u793e\u4f1a\u51dd\u805a\u529b\u7684\u5b58\u5728\u3002<\/p>\n\n\n\n<p>\u9648\u90e1\u8c22\u6c0f\u4ee5\u4e0e\u5176\u4ed6\u95e8\u9600\u5bc6\u96c6\u7684\u793e\u4ea4\u4e92\u52a8\u800c\u683c\u5916\u503c\u5f97\u5173\u6ce8\u3002\u9648\u90e1\u8c22\u6c0f\u4ec5\u80fd\u5c06\u4e16\u7cfb\u8ffd\u6eaf\u52303\u4e16\u7eaa\u4e2d\u671f\uff0c\u4e0d\u80fd\u4f5c\u4e3a\u201c\u65e7\u65cf\u95e8\u6237\u201d\u56de\u987e\u957f\u4e45\u4ee5\u6765\u7684\u8d35\u65cf\u4f20\u7edf\u3002[53]\u4f5c\u4e3a\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u7684\u65b0\u8d35\u5bb6\u65cf\uff0c\u9648\u90e1\u8c22\u6c0f\u53ef\u80fd\u5bf9\u4e8e\u4e0e\u5176\u4ed6\u5927\u65cf\u5efa\u7acb\u793e\u4ea4\u8054\u7cfb\u5c24\u4e3a\u6e34\u671b\uff0c\u5c06\u4e4b\u4f5c\u4e3a\u5728\u95e8\u9600\u8d35\u65cf\u793e\u4ea4\u5708\u4e2d\u4fdd\u6301\u5730\u4f4d\u7684\u4e00\u79cd\u624b\u6bb5\u3002\u5728\u88683\u4e2d\uff0c\u7f51\u7edc\u4e2d\u56db\u7ec4\u7d2f\u8ba1\u8fb9\u6743\u6700\u9ad8\u7684\u95e8\u9600\u7ec4\u5408\u4e2d\u7684\u4e09\u7ec4\u90fd\u662f\u9648\u90e1\u8c22\u6c0f\u4e0e\u5176\u4ed6\u95e8\u9600\u7684\u7ec4\u5408\uff1b\u800c\u5728\u88684\u4e2d\uff0c\u6240\u6709\u4e09\u5bb6\u4e0e\u5176\u4ed6\u95e8\u9600\u800c\u975e\u81ea\u8eab\u6709\u7740\u6700\u9ad8\u7684\u5e73\u5747\u8fb9\u6743\u7684\u95e8\u9600\uff0c\u5747\u662f\u4e0e\u9648\u90e1\u8c22\u6c0f\u6709\u7740\u6700\u9ad8\u7684\u5e73\u5747\u8fb9\u6743\u3002<\/p>\n\n\n\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u8003\u5bdf\u7684\u8303\u56f4\u4ece\u4e94\u5927\u95e8\u9600\u5411\u5916\u6269\u5c55\uff0c\u5173\u6ce8\u4e1c\u664b\u4e0d\u540c\u7c7b\u522b\u7684\u95e8\u9600\u8d35\u65cf\u4e4b\u95f4\u7684\u540c\u8d28\u6027\u3002\u6211\u4eec\u9996\u5148\u5c06\u95e8\u9600\u8d35\u65cf\u5206\u6210\u4e24\u4e2a\u5927\u7c7b\uff1a\u5434\u59d3\u58eb\u65cf\u548c\u4fa8\u59d3\u58eb\u65cf\u3002\u5728\u6bcf\u4e00\u7c7b\u4e2d\uff0c\u6211\u4eec\u8fdb\u4e00\u6b65\u7ec6\u5206\uff0c\u5c06\u5434\u59d3\u58eb\u65cf\u5206\u4e3a\u4e3b\u8981\u5434\u59d3\u58eb\u65cf\u548c\u5176\u4ed6\u5434\u59d3\u58eb\u65cf\uff0c\u5c06\u4fa8\u59d3\u58eb\u65cf\u5206\u4e3a\u5934\u7b49\u4fa8\u59d3\u58eb\u65cf\u3001\u6b21\u7b49\u4fa8\u59d3\u58eb\u65cf\u548c\u5176\u4ed6\u4fa8\u59d3\u58eb\u65cf\u3002[54]\u88685\u6bd4\u8f83\u4e86\u6bcf\u4e2a\u7c7b\u522b\u7684\u95e8\u9600\u5185\u90e8\u7684\u7d2f\u8ba1\u8fb9\u6743\u5f3a\u5ea6[55]\uff08\u6307\u793a\u8be5\u7c7b\u522b\u5185\u7684\u540c\u8d28\u6027\uff09\u548c\u4e0d\u540c\u7c7b\u522b\u95e8\u9600\u4e4b\u95f4\u7684\u7d2f\u8ba1\u8fb9\u6743\u5f3a\u5ea6\uff08\u6307\u793a\u4e0d\u540c\u7c7b\u522b\u4e4b\u95f4\u7684\u4eb2\u5bc6\u6027\uff09\u3002<\/p>\n\n\n\n<p>\u664b\u5ba4\u5357\u6e21\u540e\uff0c\u5434\u59d3\u58eb\u65cf\u5bf9\u664b\u5ef7\u548c\u5f53\u6743\u7684\u4fa8\u59d3\u58eb\u65cf\u957f\u671f\u5b58\u5728\u6df1\u523b\u7684\u4e0d\u4fe1\u4efb\u3002\u88685\u4e2d\u7684\u7edf\u8ba1\u6570\u636e\u5927\u81f4\u4f50\u8bc1\u4e86\u8fd9\u4e00\u70b9\u3002\u88685\u8868\u660e\uff0c\u4e3b\u8981\u5434\u59d3\u58eb\u65cf\u76f8\u6bd4\u4e8e\u4e0e\u5934\u7b49\u4fa8\u59d3\u58eb\u65cf\u5efa\u7acb\u5173\u7cfb\uff0c\u66f4\u503e\u5411\u4e8e\u5728\u5185\u90e8\u5efa\u7acb\u5173\u7cfb\uff08\u56e0\u6b64\u4e3b\u8981\u5434\u59d3\u58eb\u65cf\u4e0e\u5934\u7b49\u4fa8\u59d3\u58eb\u65cf\u7684\u7d2f\u8ba1\u8fb9\u6743\u5f3a\u5ea6\u4e3a1.257\uff0c\u4ec5\u7565\u9ad8\u4e8e\u968f\u673a\u9009\u53d6\u7684\u4e24\u7ec4\u4eba\u7269\uff1b\u800c\u4e3b\u8981\u5434\u59d3\u58eb\u65cf\u5185\u90e8\u7684\u7d2f\u8ba1\u8fb9\u6743\u5f3a\u5ea6\u9ad8\u8fbe2.585\uff0c\u8d85\u8fc7\u968f\u673a\u9009\u53d6\u7684\u4e24\u7ec4\u4eba\u7269\u7684\u4e24\u500d\uff09\u3002\u8fd9\u4e00\u53d1\u73b0\u53ef\u80fd\u8bf4\u660e\uff0c\u4e3b\u8981\u5434\u59d3\u58eb\u65cf\u8c28\u614e\u5730\u907f\u514d\u4e86\u4e0e\u5934\u7b49\u4fa8\u59d3\u58eb\u65cf\u8fc7\u4e8e\u4eb2\u5bc6\u7684\u8054\u7cfb\uff0c\u4ee5\u4f7f\u5f97\u672c\u5bb6\u65cf<br>\u4e0e\u653f\u6cbb\u6597\u4e89\u4fdd\u6301\u8ddd\u79bb\u3002[56]<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"524\" src=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_11-1-1024x524.jpg\" alt=\"\" class=\"wp-image-24941\" srcset=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_11-1-1024x524.jpg 1024w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_11-1-300x154.jpg 300w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_11-1-768x393.jpg 768w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_11-1-18x9.jpg 18w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_11-1.jpg 1110w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\">\u88685 \u4e0d\u540c\u7c7b\u522b\u95e8\u9600\u4e4b\u95f4\u7684\u7d2f\u8ba1\u8fb9\u6743\u5f3a\u5ea6<\/p>\n\n\n\n<p>\u5176\u4ed6\u5434\u59d3\u58eb\u65cf\u4e5f\u8868\u73b0\u51fa\u4e86\u76f8\u4f3c\u7684\u503e\u5411\uff1a\u76f8\u6bd4\u4e8e\u4e0e\u4fa8\u59d3\u58eb\u65cf\u7684\u4e92\u52a8\uff0c\u4ed6\u4eec\u5185\u90e8\u7684\u4e92\u52a8\u66f4\u52a0\u5bc6\u96c6\u3002\u7136\u800c\uff0c\u5176\u4ed6\u5434\u59d3\u58eb\u65cf\u4e0e\u4e3b\u8981\u5434\u59d3\u58eb\u65cf\u4ecd\u6709\u4e00\u4e2a\u91cd\u8981\u7684\u4e0d\u540c\uff1a\u4ed6\u4eec\u5e76\u4e0d\u80fd\u4ec5\u4f9d\u8d56\u5185\u90e8\u7684\u4e92\u52a8\u652f\u6491\u5176\u793e\u4f1a\u5730\u4f4d\uff0c\u800c\u540c\u6837\u9700\u8981\u4e0e\u4fa8\u59d3\u5927\u65cf\u5efa\u7acb\u8054\u7cfb\u3002\u76f8\u6bd4\u4e8e\u4e3b\u8981\u5434\u59d3\u58eb\u65cf\uff0c\u5176\u4ed6\u5434\u59d3\u58eb\u65cf\u5185\u90e8\u7684\u8054\u7cfb\u7a0d\u5c11\uff08\u7d2f\u8ba1\u8fb9\u6743\u5f3a\u5ea62.366\uff09\uff0c\u800c\u4e0e\u5934\u7b49\u4fa8\u59d3\u58eb\u65cf\u7684\u5173\u7cfb\u8981\u66f4\u52a0\u5bc6\u5207\uff08\u7d2f\u8ba1\u8fb9\u6743\u5f3a\u5ea61.782\uff09\u3002<\/p>\n\n\n\n<p>\u5434\u59d3\u58eb\u65cf\u7684\u5185\u90e8\u5173\u7cfb\u6bd4\u4ed6\u4eec\u4e0e\u5934\u7b49\u4fa8\u59d3\u58eb\u65cf\u4e4b\u95f4\u7684\u5173\u7cfb\u66f4\u7d27\u5bc6\u3002\u4f46\u4fa8\u59d3\u58eb\u65cf\u5219\u4e0d\u540c\uff1a\u6b21\u7b49\u4fa8\u59d3\u58eb\u65cf\u4e0e\u5934\u7b49\u4fa8\u59d3\u58eb\u65cf\u7684\u8054\u7cfb\uff08\u7d2f\u8ba1\u8fb9\u6743\u5f3a\u5ea61.506\uff09\u51e0\u4e4e\u548c\u5185\u90e8\u8054\u7cfb\uff08\u7d2f\u8ba1\u8fb9\u6743\u5f3a\u5ea61.567\uff09\u4e00\u6837\u7d27\u5bc6\uff0c\u5176\u4ed6\u4fa8\u59d3\u58eb\u65cf\u4e0e\u5934\u7b49\u4fa8\u59d3\u58eb\u65cf\u7684\u8054\u7cfb\uff08\u7d2f\u8ba1\u8fb9\u6743\u5f3a\u5ea61.356\uff09\u5219\u6bd4\u5185\u90e8\u8054\u7cfb\uff08\u7d2f\u8ba1\u8fb9\u6743\u5f3a\u5ea60.823\uff09\u66f4\u7d27\u5bc6\u3002\u8fd9\u4e9b\u7ed3\u679c\u8bf4\u660e\uff0c\u8fd9\u4e9b\u672a\u66fe\u6267\u638c\u56fd\u67c4\u7684\u4fa8\u59d3\u58eb\u65cf\u5728\u4e1c\u664b\u8d35\u65cf\u793e\u4f1a\u7f51\u7edc\u4e2d\u53d1\u6325\u7740\u201c\u7c98\u5408\u5242\u201d\u7684\u4f5c\u7528\uff0c\u5bf9\u5934\u7b49\u4fa8\u59d3\u58eb\u65cf\u4e4b\u95f4\u7684\u51b2\u7a81\u8fdb\u884c\u7ebe\u89e3\u3002\u8fd9\u4e00\u53d1\u73b0\u4e5f\u4e0e\u7530\u4f59\u5e86\u5bf9\u51fa\u81ea\u9ad8\u5e73\u90d7\u6c0f\u7684\u90d7\u9274\u7684\u8bba\u8ff0\u76f8\u7b26\uff1a\u201c\u90d7\u9274\u7684\u52aa\u529b\uff0c\u4f7f\u58eb\u65cf\u8bf8\u95e8\u6237\u95f4\u7684\u6743\u529b\u5e73\u8861\u72b6\u6001\u5f97\u4ee5\u7ef4\u6301\uff0c\u4f7f\u95e8\u9600\u653f\u6cbb\u5f97\u4ee5\u5ef6\u7eed\uff0c\u4e5f\u4f7f\u4e1c\u664b\u653f\u6743\u5f97\u4ee5\u5b58\u5728\u8f83\u957f\u7684\u65f6\u95f4\u3002\u201d[57]<\/p>\n\n\n\n<p class=\"has-text-align-left\"><strong>\uff08\u56db\uff09\u8282\u70b9\u4e2d\u5fc3\u6027\u6307\u6807<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"392\" src=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_12-1-1024x392.jpg\" alt=\"\" class=\"wp-image-24942\" srcset=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_12-1-1024x392.jpg 1024w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_12-1-300x115.jpg 300w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_12-1-768x294.jpg 768w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_12-1-18x7.jpg 18w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_12-1.jpg 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\">\u88686 \u4e0d\u540c\u4e2d\u5fc3\u6027\u6307\u6807\u4e0b\u7684\u4eba\u7269\u6392\u540d\uff08\u8282\u9009\u4e0d\u52a0\u6743\u5ea6\u4e2d\u5fc3\u6027\u7684\u524d\u4e94\u540d\uff09<\/p>\n\n\n\n<p>\u8282\u70b9\u5c42\u9762\u7684\u4e2d\u5fc3\u6027\u6307\u6807\u7684\u7edf\u8ba1\u6570\u636e\uff08\u88686\uff09\u8868\u660e\uff0c\u51fa\u81ea\u4e94\u5927\u95e8\u9600\u7684\u4eba\u7269\u5728\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e2d\u7684\u8d35\u65cf\u793e\u4f1a\u7f51\u7edc\u5360\u636e\u7ed3\u6784\u4e0a\u6700\u4e3a\u91cd\u8981\u7684\u4f4d\u7f6e\u3002\u4f8b\u5982\uff0c\u5728\u4e0d\u52a0\u6743\u5ea6\u4e2d\u5fc3\u6027\u6392\u540d\u6700\u9ad8\u7684\u4e09\u4e2a\u4eba\u7269\u5747\u51fa\u81ea\u4e94\u5927\u95e8\u9600\uff1a\u9648\u90e1\u8c22\u6c0f\u7684\u8c22\u5b89\u3001\u7405\u740a\u738b\u6c0f\u7684\u738b\u5bfc\u548c\u8c2f\u56fd\u6853\u6c0f\u7684\u6853\u6e29\u3002<\/p>\n\n\n\n<p>\u88686\u4e5f\u8868\u660e\uff0c\u5728\u4e00\u9879\u4e2d\u5fc3\u6027\u6307\u6807\u4e2d\u6392\u540d\u9760\u524d\u7684\u4eba\u7269\u4e5f\u5f88\u53ef\u80fd\u5728\u5176\u4ed6\u4e2d\u5fc3\u6027\u6307\u6807\u4e2d\u6392\u540d\u9760\u524d\u3002\u7136\u800c\uff0c\u4e00\u4e9b\u4f8b\u5916\u503c\u5f97\u5173\u6ce8\uff0c\u5982\u738b\u5bfc\u548c\u5ebe\u4eae\u5728\uff08\u52a0\u6743\u548c\u4e0d\u52a0\u6743\u7684\uff09\u7279\u5f81\u5411\u91cf\u4e2d\u5fc3\u6027\u7684\u6392\u540d\u660e\u663e\u4f4e\u4e8e\u4e8c\u4eba\u5728\u5176\u4ed6\u4e2d\u5fc3\u6027\u6307\u6807\u7684\u6392\u540d\uff1b\u5218\u60d4\u5219\u5728\u7279\u5f81\u5411\u91cf\u4e2d\u5fc3\u6027\u6392\u540d\u8f83\u9ad8\uff0c\u800c\u5728\u4e2d\u4ecb\u4e2d\u5fc3\u6027\u6392\u540d\u8f83\u4f4e\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"352\" src=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_13-1024x352.jpg\" alt=\"\" class=\"wp-image-24943\" srcset=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_13-1024x352.jpg 1024w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_13-300x103.jpg 300w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_13-768x264.jpg 768w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_13-18x6.jpg 18w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_13.jpg 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\">\u88687 \u4e94\u5927\u95e8\u9600\u5728\u4e0d\u540c\u4e2d\u5fc3\u6027\u6307\u6807\u4e0b\u7684\u6392\u540d<\/p>\n\n\n\n<p>\u4e3a\u4e86\u5145\u5206\u7406\u89e3\u8fd9\u4e9b\u4e0d\u540c\u4eba\u7269\u5728\u4e0d\u540c\u4e2d\u5fc3\u6027\u6307\u6807\u6392\u540d\u7684\u5dee\u5f02\uff0c\u6211\u4eec\u6709\u5fc5\u8981\u8fdb\u4e00\u6b65\u8003\u5bdf\u4e0d\u540c\u95e8\u9600\u5728\u793e\u4f1a\u7f51\u7edc\u4e2d\u7684\u4e0d\u540c\u89d2\u8272\u3002\u5bf9\u4e8e\u6bcf\u4e00\u5bb6\u95e8\u9600\uff0c\u6211\u4eec\u5c06\u51fa\u81ea\u8fd9\u5bb6\u95e8\u9600\u7684\u6240\u6709\u4eba\u7269\u7684\u4e2d\u5fc3\u6027\u5f97\u5206\uff08centrality score\uff09\u76f8\u52a0\uff0c\u5f97\u5230\u5176\u4e2d\u5fc3\u6027\u5f97\u5206\u3002\u5728\u88687\u4e2d\uff0c\u6211\u4eec\u518d\u4e00\u6b21\u805a\u7126\u4e8e\u4e94\u5927\u95e8\u9600\u3002<\/p>\n\n\n\n<p>\u88687\u8868\u660e\uff0c\u7405\u740a\u738b\u6c0f\u548c\u9648\u90e1\u8c22\u6c0f\u5728\u793e\u4f1a\u7f51\u7edc\u4e2d\u5360\u636e\u4e3b\u5bfc\u5730\u4f4d\u3002\u4ed6\u4eec\u662f\u5730\u4f4d\u6700\u4e3a\u7a33\u56fa\u7684\u95e8\u9600\uff0c\u5728\u6240\u6709\u4e2d\u5fc3\u6027\u6307\u6807\u4e0b\u5747\u6392\u540d\u524d\u4e09\u3002\u8fd9\u4e24\u5bb6\u95e8\u9600\u5728\u793e\u4f1a\u7f51\u7edc\u4e2d\u7684\u5f3a\u8fde\u63a5\u80fd\u529b\u90e8\u5206\u89e3\u91ca\u4e86\u4ed6\u4eec\u5728\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e2d\u7684\u8d35\u65cf\u793e\u4f1a\u7f51\u7edc\u4e2d\u7684\u7edf\u6cbb\u5730\u4f4d\uff0c\u4e5f\u63ed\u793a\u4e86\u4ed6\u4eec\u80fd\u591f\u6210\u4e3a\u4ec5\u6709\u7684\u4e24\u5bb6\u5728\u4e1c\u664b\u706d\u4ea1\u540e\u76845\u30016\u4e16\u7eaa\u4ecd\u80fd\u4fdd\u6709\u76f8\u5f53\u591a\u7684\u663e\u8d6b\u6210\u5458\u7684\u95e8\u9600\u7684\u539f\u56e0\u3002[58]<\/p>\n\n\n\n<p>\u5e76\u975e\u6240\u6709\u95e8\u9600\u90fd\u5728\u5404\u79cd\u4e2d\u5fc3\u6027\u6307\u6807\u4e0b\u7684\u6392\u540d\u5747\u8f83\u4e3a\u63a5\u8fd1\u3002\u8c2f\u56fd\u6853\u6c0f\u7684\u4e2d\u4ecb\u4e2d\u5fc3\u6027\uff08\u5ea6\u91cf\u4e00\u4e2a\u8282\u70b9\u88ab\u8fde\u63a5\u5176\u4ed6\u4e24\u4e2a\u8282\u70b9\u4e4b\u95f4\u7684\u6700\u77ed\u8def\u5f84\u901a\u8fc7\u7684\u6b21\u6570\uff09\u6392\u540d\u8f83\u9ad8\uff0c\u800c\u63a5\u8fd1\u4e2d\u5fc3\u6027\uff08\u5ea6\u91cf\u4e00\u4e2a\u8282\u70b9\u4e0e\u7f51\u7edc\u4e2d\u6240\u6709\u8282\u70b9\u4e4b\u95f4\u7684\u5e73\u5747\u6700\u77ed\u8def\u5f84\u957f\u5ea6\u7684\u5012\u6570\uff09\u6392\u540d\u8f83\u4f4e\u3002\u8c2f\u56fd\u6853\u6c0f\u5728\u6853\u6e29\u5f53\u56fd\u76844\u4e16\u7eaa\u4e2d\u53f6\u8fbe\u5230\u6743\u529b\u7684\u9876\u5cf0\uff0c\u5176\u4e2d\u4ecb\u4e2d\u5fc3\u6027\u7684\u8f83\u9ad8\u6392\u540d\u53cd\u6620\u4e86\u6853\u6e29\u4e0e\u6853\u7384\u7684\u91cd\u8981\u6027\u3002\u4e8c\u4eba\u5728\u793e\u4f1a\u7f51\u7edc\u4e2d\u53d1\u6325\u7740\u201c\u628a\u5173\u4eba\u201d\u548c\u201c\u6865\u6881\u201d\u7684\u7ed3\u6784\u4f5c\u7528\uff0c\u8bf8\u591a\u6700\u77ed\u8def\u5f84\u901a\u8fc7\u4ed6\u4eec\u5bf9\u5e94\u7684\u8282\u70b9\uff08\u5373\u8bf8\u591a\u4eba\u7269\u53ea\u6709\u901a\u8fc7\u4ed6\u4eec\u624d\u80fd\u5efa\u7acb\u6700\u4fbf\u6377\u7684\u8054\u7cfb\uff09\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"448\" src=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_14-1024x448.jpg\" alt=\"\" class=\"wp-image-24944\" srcset=\"https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_14-1024x448.jpg 1024w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_14-300x131.jpg 300w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_14-768x336.jpg 768w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_14-18x8.jpg 18w, https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2024\/01\/Tu_14.jpg 1107w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\">\u88688 \u4e3b\u8981\u5434\u59d3\u58eb\u65cf\u5728\u4e0d\u540c\u4e2d\u5fc3\u6027\u6307\u6807\u4e0b\u7684\u6392\u540d\uff08\u6309\u7167\u4e0d\u52a0\u6743\u5ea6\u4e2d\u5fc3\u6027\u6392\u5e8f\uff09<\/p>\n\n\n\n<p>\u592a\u539f\u738b\u6c0f\u7684\u60c5\u51b5\u6070\u6070\u76f8\u53cd\uff1a\u5b83\u7684\u4e2d\u4ecb\u4e2d\u5fc3\u6027\u6392\u540d\u8f83\u4f4e\uff0c\u800c\u63a5\u8fd1\u4e2d\u5fc3\u6027\u6392\u540d\u8f83\u9ad8\u3002\u592a\u539f\u738b\u6c0f\u57284\u4e16\u7eaa\u665a\u671f\u8fbe\u5230\u6743\u529b\u7684\u9876\u5cf0\uff0c\u5176\u63a5\u8fd1\u4e2d\u5fc3\u6027\u7684\u8f83\u9ad8\u6392\u540d\u53cd\u6620\u4e86\u51fa\u81ea\u592a\u539f\u738b\u6c0f\u7684\u4eba\u7269\u5728\u793e\u4f1a\u7f51\u7edc\u4e2d\u7684\u201c\u76d1\u6d4b\u4eba\u201d\u7684\u7ed3\u6784\u4f5c\u7528\uff0c\u80fd\u591f\u5feb\u901f\u63a5\u89e6\u5230\u5176\u4ed6\u4eba\u7269\u3002\u8fd9\u4e00\u70b9\u53ef\u80fd\u90e8\u5206\u89e3\u91ca\u4e86\u592a\u539f\u738b\u6c0f\u5728\u4ece\u6743\u529b\u7684\u9876\u5cf0\u56de\u843d\u540e\u4ecd\u80fd\u6301\u7eed\u4fdd\u6709\u5f71\u54cd\u529b\u7684\u539f\u56e0\u3002\u76f8\u53cd\uff0c\u8c2f\u56fd\u6853\u6c0f\u7684\u5f71\u54cd\u529b\u5219\u5728\u5176\u9f0e\u76db\u65f6\u671f\u7ed3\u675f\u540e\u4e25\u91cd\u8870\u9000\u3002<\/p>\n\n\n\n<p>\u988d\u5ddd\u5ebe\u6c0f\u7684\u5f71\u54cd\u529b\u540c\u6837\u5728\u5931\u53bb\u6743\u67c4\u540e\u6781\u901f\u6d88\u6563\uff0c\u4e0e\u988d\u5ddd\u5ebe\u6c0f\u5efa\u7acb\u5173\u7cfb\u7684\u4eba\u7269\u81ea\u8eab\u5efa\u7acb\u7684\u5173\u7cfb\u8f83\u5c11\u53ef\u4ee5\u90e8\u5206\u89e3\u91ca\u8fd9\u4e00\u70b9\u3002\u8fd9\u79cd\u6709\u9650\u7684\u5f71\u54cd\u529b\u53cd\u6620\u4e3a\u988d\u5ddd\u5ebe\u6c0f\u8f83\u4f4e\u7684\u52a0\u6743\u7279\u5f81\u5411\u91cf\u4e2d\u5fc3\u6027\u6392\u540d\uff1a\u7279\u5f81\u5411\u91cf\u4e2d\u5fc3\u6027\u901a\u8fc7\u8d4b\u4e88\u81ea\u8eab\u6709\u66f4\u591a\u90bb\u8fb9\u7684\u76f8\u90bb\u8282\u70b9\u4ee5\u66f4\u9ad8\u7684\u6743\u91cd\uff0c\u5ea6\u91cf\u4e00\u4e2a\u8282\u70b9\u7684\u76f8\u90bb\u8282\u70b9\u7684\u5f71\u54cd\u529b\u3002\u540c\u65f6\uff0c\u52a0\u6743\u7279\u5f81\u5411\u91cf\u4e2d\u5fc3\u6027\u5c06\u8fb9\u7684\u6743\u91cd\uff08\u5173\u7cfb\u7684\u5f3a\u5ea6\uff09\u7eb3\u5165\u8003\u8651\u8303\u56f4\u3002<\/p>\n\n\n\n<p>\u4e3b\u8981\u5434\u59d3\u58eb\u65cf\u7684\u63a5\u8fd1\u4e2d\u5fc3\u6027\u6392\u540d\u666e\u904d\u9ad8\u4e8e\u52a0\u6743\u7279\u5f81\u5411\u91cf\u4e2d\u5fc3\u6027\u6392\u540d\u3002\u8fd9\u4e00\u70b9\u8bf4\u660e\uff0c\u5c3d\u7ba1\u4ed6\u4eec\u4e0e\u7f51\u7edc\u4e2d\u7684\u8bf8\u591a\u4eba\u7269\u5efa\u7acb\u4e86\u8054\u7cfb\uff0c\u5e76\u4e14\u5e38\u5e38\u80fd\u9ad8\u6548\u5730\u63a5\u89e6\u5230\u793e\u4f1a\u7f51\u7edc\u7684\u5404\u4e2a\u90e8\u5206\uff0c\u4ed6\u4eec\u5efa\u7acb\u8054\u7cfb\u7684\u4eba\u7269\u81ea\u8eab\u5efa\u7acb\u7684\u5173\u7cfb\u8f83\u5c11\u3002\u8fd9\u4e00\u53d1\u73b0\u4f50\u8bc1\u4e86\u6211\u4eec\u5728\u4e0a\u8282\u63d0\u51fa\u7684\u5173\u4e8e\u5434\u59d3\u58eb\u65cf\u5f97\u4ee5\u5728\u4e1c\u664b\u4e00\u671d\u7ef4\u7cfb\u5176\u5730\u4f4d\u7684\u539f\u56e0\uff1a\u5c3d\u7ba1\u5434\u59d3\u58eb\u65cf\u5185\u90e8\u5173\u7cfb\u5bc6\u5207\uff0c\u4e0d\u540c\u5434\u59d3\u58eb\u65cf\u5e38\u5e38\u5728\u653f\u4e89\u4e2d\u6709\u9650\u5ea6\u5730\u652f\u6301\u4e0d\u540c\u4fa8\u59d3\u58eb\u65cf\uff0c\u4ece\u800c\u4e8b\u5b9e\u4e0a\u964d\u4f4e\u4e86\u4f5c\u4e3a\u6574\u4f53\u7684\u5434\u59d3\u58eb\u65cf\u5728\u653f\u4e89\u4e2d\u9762\u4e34\u7684\u98ce\u9669\u3002\u5bf9\u6b64\uff0c\u7530\u4f59\u5e86\u4e5f\u5df2\u6307\u51fa\uff1a\u201c\u5728\u6c5f\u5de6\u4ee5\u540e\u51fa\u73b0\u7684\u7eb7\u7ead\u7684\u653f\u6cbb\u4e8b\u4ef6\u4e2d\uff0c\u4e09\u5434\u58eb\u65cf\u5f80\u5f80\u5206\u4e3a\u4e24\u90e8\u5206\uff0c\u4e0e\u4fa8\u59d3\u58eb\u65cf\u5185\u90e8\u6597\u4e89\u7684\u4e24\u9020\u5206\u522b\u7ed3\u5408\u3002\u201d[59]<\/p>\n\n\n\n<p class=\"has-text-color has-medium-font-size\" style=\"color:#476d4d\"><strong>\u56db\u3001\u7ed3\u8bba\u3001\u5c40\u9650\u6027\u4e0e\u672a\u6765\u5c55\u671b<\/strong><\/p>\n\n\n\n<p>\u524d\u6587\u7684\u5206\u6790\u6307\u5411\u5982\u4e0b\u7ed3\u8bba\uff1a\u9996\u5148\uff0c\u5728\u7f51\u7edc\u5c42\u9762\uff0c\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e2d\u7684\u8d35\u65cf\u793e\u4f1a\u7f51\u7edc\u7684\u5f62\u6210\u5927\u81f4\u9075\u5faa\u504f\u597d\u4f9d\u9644\u673a\u5236\u3002\u6b64\u5916\uff0c\u4e24\u4e2a\u8282\u70b9\u5bf9\u5e94\u7684\u4eba\u7269\u76f8\u540c\u7684\u95e8\u9600\u5f52\u5c5e\u4f1a\u589e\u52a0\u4e8c\u8005\u4e4b\u95f4\u5b58\u5728\u6b63\u5411\u793e\u4f1a\u4e92\u52a8\u7684\u53ef\u80fd\u6027\u3002\u793e\u7fa4\u53d1\u73b0\u5219\u63ed\u793a\u4e86\u638c\u63e1\u8fc7\u4e1c\u664b\u56fd\u67c4\u7684\u4e94\u5927\u95e8\u9600\u5bf9\u4e1c\u664b\u8d35\u65cf\u793e\u4f1a\u7f51\u7edc\u6709\u7740\u7a81\u51fa\u7684\u5f71\u54cd\u529b\uff0c\u5206\u522b\u5904\u4e8e\u4e00\u4e2a\u8f83\u5927\u793e\u4ea4\u5708\uff08\u5373\u7531\u7b97\u6cd5\u5207\u5206\u51fa\u7684\u793e\u7fa4\uff09\u7684\u4e2d\u5fc3\uff0c\u4f46\u8fd9\u4e9b\u793e\u4ea4\u5708\u4e5f\u5305\u542b\u8bf8\u591a\u51fa\u81ea\u4e0d\u540c\u95e8\u9600\u7684\u4eba\u7269\u3002<\/p>\n\n\n\n<p>\u5176\u6b21\uff0c\u5728\u793e\u7fa4\u5c42\u9762\uff0c\u4e0d\u540c\u7c7b\u522b\u7684\u95e8\u9600\u8d35\u65cf\u6709\u7740\u4e0d\u540c\u5bc6\u5207\u7a0b\u5ea6\u7684\u5185\u90e8\u8054\u7cfb\u3002\u5434\u59d3\u58eb\u65cf\uff08\u7279\u522b\u662f\u4e3b\u8981\u5434\u59d3\u58eb\u65cf\uff09\u5185\u90e8\u7684\u8054\u7cfb\u76f8\u6bd4\u4e8e\u5176\u4e0e\u4fa8\u59d3\u58eb\u65cf\u7684\u8054\u7cfb\u8981\u7d27\u5bc6\u5f97\u591a\uff0c\u800c\u5404\u4e2a\u7c7b\u522b\u7684\u95e8\u9600\u8d35\u65cf\u5747\u4e0e\u4e94\u5927\u95e8\u9600\u8054\u7cfb\u8f83\u4e3a\u5bc6\u5207\u3002<\/p>\n\n\n\n<p>\u7b2c\u4e09\uff0c\u5728\u8282\u70b9\u5c42\u9762\uff0c\u5728\u4e00\u9879\u4e2d\u5fc3\u6027\u6307\u6807\u4e2d\u5f97\u5206\u8f83\u9ad8\u7684\u4eba\u7269\u5728\u5176\u4ed6\u4e2d\u5fc3\u6027\u6307\u6807\u4e2d\u4e5f\u666e\u904d\u5f97\u5206\u8f83\u9ad8\uff0c\u4f46\u4f8b\u5916\u4ecd\u7136\u5b58\u5728\uff0c\u5bf9\u8fd9\u4e9b\u4f8b\u5916\u8fdb\u4e00\u6b65\u8003\u5bdf\u4f1a\u5e26\u6765\u5177\u6709\u5386\u53f2\u610f\u4e49\u7684\u53d1\u73b0\u3002\u4e0d\u540c\u4fa8\u59d3\u58eb\u65cf\u5728\u4e0d\u540c\u4e2d\u5fc3\u6027\u6307\u6807\u4e2d\u6392\u540d\u7684\u6ce2\u52a8\u8868\u660e\uff0c\u4ed6\u4eec\u5728\u793e\u4f1a\u7f51\u7edc\u4e2d\u5360\u636e\u7740\u4e0d\u540c\u7684\u7ed3\u6784\u6027\u4f4d\u7f6e\u3001\u626e\u6f14\u7740\u4e0d\u540c\u7684\u89d2\u8272\u3002\u5434\u59d3\u58eb\u65cf\u666e\u904d\u5728\u63a5\u8fd1\u4e2d\u5fc3\u6027\u6392\u540d\u8f83\u9ad8\uff0c\u800c\u5728\u52a0\u6743\u7279\u5f81\u5411\u91cf\u4e2d\u5fc3\u6027\u6392\u540d\u8f83\u4f4e\uff0c\u53cd\u6620\u51fa\u4ed6\u4eec\u5728\u4e1c\u664b\u653f\u575b\u4e2d\u9762\u4e34\u7684\u72ec\u7279\u6311\u6218\u4ee5\u53ca\u4ed6\u4eec\u5e94\u5bf9\u8fd9\u4e9b\u6311\u6218\u7684\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p>\u57fa\u4e8e\u4e0a\u8ff0\u53d1\u73b0\uff0c\u6211\u4eec\u53ef\u4ee5\u5f97\u51fa\u4e00\u4e2a\u66f4\u4e3a\u5bbd\u6cdb\u7684\u7ed3\u8bba\uff1a\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e2d\u63cf\u8ff0\u7684\u4e1c\u664b\u8d35\u65cf\u5236\u793e\u4f1a\u5b58\u5728\u7740\u57fa\u4e8e\u95e8\u9600\u5c5e\u6027\u7684\u540c\u8d28\u6027\uff0c\u4f46\u8fd9\u79cd\u540c\u8d28\u6027\u8f83\u5f31\u3002\u5c3d\u7ba1\u8bf8\u591a\u65e2\u6709\u7814\u7a76\u5f3a\u8c03\u95e8\u9600\u8d35\u65cf\u4e4b\u95f4\u7684\u51b2\u7a81\uff0c\u751a\u81f3\u6709\u65f6\u4f1a\u5c06\u4e00\u4e9b\u95e8\u9600\u4e4b\u95f4\u7684\u5173\u7cfb\u5f62\u5bb9\u4e3a\u201c\u52bf\u540c\u6c34\u706b\u201d\uff0c[60]\u672c\u7814\u7a76\u7684\u53d1\u73b0\u63ed\u793a\u4e86\u95e8\u9600\u8d35\u65cf\u4e4b\u95f4\u5173\u7cfb\u7684\u53e6\u4e00\u91cd\u9762\u5411\uff1a\u5c3d\u7ba1\u4e1c\u664b\u95e8\u9600\u8d35\u65cf\u4e4b\u95f4\u5b58\u5728\u7740\u4f7f\u4ed6\u4eec\u5bf9\u7acb\u7684\u653f\u4e89\uff0c\u4ed6\u4eec\u76f8\u4e92\u4e4b\u95f4\u4ecd\u7136\u5efa\u7acb\u4e86\u5bc6\u5207\u548c\u79ef\u6781\u7684\u5173\u7cfb\uff0c\u8fd9\u4e00\u70b9\u5e2e\u52a9\u4ed6\u4eec\u4fdd\u6301\u4e86\u9ad8\u5ea6\u7684\u5185\u90e8\u51dd\u805a\u529b\uff0c\u786e\u4fdd\u4ed6\u4eec\u4f5c\u4e3a\u4e00\u4e2a\u7279\u6743\u8eab\u4efd\u56e2\u4f53\u5f97\u4ee5\u5728\u4e1c\u664b\u4e00\u671d\u767e\u4f59\u5e74\u95f4\u7ef4\u7cfb\u7edf\u6cbb\u5730\u4f4d\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e00\u8bba\u65ad\u4e0e\u4e00\u4e9b\u7ecf\u5178\u7814\u7a76\u7684\u89c2\u70b9\u76f8\u7b26\u3002\u57fa\u4e8e\u5bf9\u6853\u7384\u4ee3\u664b\u7684\u4e2a\u6848\u7814\u7a76\uff0c\u795d\u603b\u658c\u65e9\u5df2\u63d0\u51fa\u4e86\u9ad8\u7ea7\u58eb\u65cf\u76f8\u4e92\u7ed3\u76df\u4ee5\u4fdd\u62a4\u5171\u540c\u5229\u76ca\u7684\u89c2\u70b9\u3002[61]\u4e0d\u8fc7\uff0c\u6211\u4eec\u7684\u7814\u7a76\u8d85\u51fa\u4e86\u5fae\u89c2\u7684\u4e2a\u6848\u7814\u7a76\u7684\u8303\u56f4\uff0c\u63d0\u4f9b\u4e86\u5bf9\u95e8\u9600\u8d35\u65cf\u4e4b\u95f4\u793e\u4f1a\u5173\u7cfb\u7684\u7efc\u5408\u6027\u5206\u6790\u3002\u7531\u6b64\uff0c\u6211\u4eec\u901a\u8fc7\u793e\u4f1a\u7f51\u7edc\u5206\u6790\u65b9\u6cd5\uff0c\u62d3\u5c55\u4e86\u5ddd\u80dc\u4e49\u96c4\u5f00\u542f\u7684\u5bf9\u8fd9\u4e00\u8bae\u9898\u7684\u793e\u4f1a\u53f2\u5411\u5ea6\u7684\u7814\u7a76\u3002<\/p>\n\n\n\n<p>\u5e94\u5f53\u627f\u8ba4\uff0c\u672c\u7814\u7a76\u4f7f\u7528\u7684\u6570\u636e\u6e90\u5b58\u5728\u7740\u5c40\u9650\u6027\u3002\u4e0e\u4e00\u5207\u5386\u53f2\u6587\u672c\u4e00\u6837\uff0c\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e5f\u8574\u542b\u7740\u4f5c\u8005\u7684\u504f\u89c1\u3002\u76f8\u6bd4\u4e8e\u5b98\u4fee\u6b63\u53f2\uff0c\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u53ef\u4ee5\u8bf4\u66f4\u5177\u6709\u9009\u62e9\u6027\uff0c\u4e5f\u66f4\u4e0d\u5168\u9762\u3002[62]\u56e0\u6b64\uff0c\u6211\u4eec\u57fa\u4e8e\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u6784\u5efa\u7684\u8d35\u65cf\u793e\u4f1a\u7f51\u7edc\u8fdc\u975e\u4e1c\u664b\u8d35\u65cf\u95f4\u793e\u4f1a\u4e92\u52a8\u8be6\u5c3d\u800c\u4e2d\u6b63\u7684\u53cd\u6620\u3002\u4f8b\u5982\uff0c\u51fa\u81ea\u540c\u4e00\u5bb6\u95e8\u9600\u7684\u4eba\u7269\u663e\u7136\u53ef\u4ee5\u901a\u8fc7\u8840\u7f18\u52a0\u4ee5\u8054\u7cfb\u3002\u8840\u7f18\u5173\u7cfb\u65e0\u7591\u6784\u6210\u4e86\u95e8\u9600\u5185\u90e8\u7684\u4e00\u79cd\u5f3a\u8054\u7cfb\uff0c\u5374\u6ca1\u6709\u5728\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e2d\u88ab\u6b63\u9762\u63d0\u53ca\u3002\u56e0\u6b64\uff0c\u672c\u6587\u7684\u4e3b\u8981\u7ed3\u8bba\u201c\u57fa\u4e8e\u95e8\u9600\u5f52\u5c5e\u7684\u540c\u8d28\u6027\u8f83\u5f31\u201d\u53ea\u610f\u5473\u7740\u540c\u4e00\u95e8\u9600\u7684\u6210\u5458\u5728\u7279\u5b9a\u793e\u4f1a\u60c5\u5883\u4e0b\u7684\u4e92\u52a8\u6570\u91cf\u6709\u9650\uff0c\u6216\u5728\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e2d\u672a\u88ab\u6ce8\u610f\u3002\u4e0d\u8fc7\uff0c\u6211\u4eec\u6784\u5efa\u7684\u793e\u4f1a\u7f51\u7edc\u8db3\u4ee5\u63d0\u4f9b\u5145\u5206\u7684\u8bc1\u636e\u8868\u660e\uff1a\u5c3d\u7ba1\u4e0d\u540c\u95e8\u9600\u8d35\u65cf\u65f6\u5e38\u9677\u5165\u51b2\u7a81\uff0c\u5728\u4e1c\u664b\u4e00\u671d\u4ecd\u5b58\u5728\u7740\u4e00\u79cd\u9ad8\u5ea6\u7684\u793e\u4f1a\u51dd\u805a\u529b\uff0c\u5c06\u4ed6\u4eec\u4f5c\u4e3a\u4e00\u4e2a\u8eab\u4efd\u56e2\u4f53\u52a0\u4ee5\u7edf\u5408\u3002\u5728\u4ed6\u4eec\u9762\u4e34\u7687\u6743\u6269\u5f20\u6216\u5916\u654c\u5165\u4fb5\uff08\u4f8b\u5982\uff0c\u5728383\u5e74\u62b5\u6297\u5317\u65b9\u5165\u4fb5\u8005\u7684\u6ddd\u6c34\u4e4b\u6218\u4e2d\uff09\u65f6\uff0c\u8fd9\u4e00\u8eab\u4efd\u56e2\u4f53\u6709\u529b\u5730\u4fdd\u62a4\u4e86\u4ed6\u4eec\u7684\u5171\u540c\u5229\u76ca\u3002\u5728\u8d35\u65cf\u793e\u4f1a\u653f\u4e89\u7684\u201c\u6e4d\u6d41\u201d\u4e2d\u5b58\u5728\u7740\u4e00\u79cd\u201c\u7a33\u6001\u201d\uff0c\u8fd9\u4e00\u201c\u7a33\u6001\u201d\u6784\u6210\u4e86\u4e1c\u664b\u4fdd\u6301\u4e86\u4e00\u4e2a\u591a\u4e16\u7eaa\u201c\u95e8\u9600\u653f\u6cbb\u201d\u7279\u5f81[63]\u7684\u539f\u56e0\u3002<\/p>\n\n\n\n<p>\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e2d\u7684\u8d35\u65cf\u793e\u4f1a\u7f51\u7edc\u8fd8\u6709\u8bf8\u591a\u5176\u4ed6\u65b9\u9762\u7684\u95ee\u9898\u6709\u5f85\u4e8e\u672a\u6765\u7684\u7814\u7a76\u3002\u7279\u522b\u5177\u6709\u7814\u7a76\u610f\u4e49\u7684\u4e3b\u9898\u5305\u62ec\u51fa\u81ea\u4e0d\u540c\u95e8\u9600\u7684\u4eba\u7269\u5728\u793e\u4f1a\u7f51\u7edc\u4e2d\u7684\u7ed3\u6784\u7b49\u4ef7\u6027\uff08structural equivalence\uff09\u3001\u4e09\u5143\u7ec4\uff08triad\uff09\u7684\u5e73\u8861\u6027\uff08 balance\uff09\u4ee5\u53ca\u5b83\u4e0e\u6bcf\u4e2a\u8282\u70b9\u7684\u95e8\u9600\u5f52\u5c5e\u4e4b\u95f4\u7684\u5173\u7cfb\u7b49\u3002\u6b64\u5916\uff0c\u6536\u96c6\u5b98\u4fee\u6b63\u53f2\u300a\u664b\u4e66\u300b\u4e2d\u7684\u793e\u4f1a\u7f51\u7edc\u6570\u636e\u5e76\u5c06\u5176\u4e0e\u6211\u4eec\u5df2\u4ece\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e2d\u91cd\u6784\u7684\u7f51\u7edc\u7ed3\u5408\uff0c\u53ef\u80fd\u540c\u6837\u662f\u6709\u4ef7\u503c\u7684\u5c1d\u8bd5\u3002<\/p>\n\n\n\n<p>\u672c\u7814\u7a76\u662f\u7f51\u7edc\u5206\u6790\u65b9\u6cd5\u5e94\u7528\u4e8e\u524d\u73b0\u4ee3\u5386\u53f2\u7814\u7a76\u7684\u4e00\u4e2a\u6848\u4f8b\u3002\u7f51\u7edc\u5206\u6790\u65b9\u6cd5\u4f7f\u5f97\u7814\u7a76\u8005\u53ef\u4ee5\u4ece\u590d\u6742\u7684\u53f2\u6599\u4e2d\u62bd\u8c61\u51fa\u5173\u7cfb\uff0c\u5e76\u57fa\u4e8e\u4e00\u7ec4\u660e\u786e\u5b9a\u4e49\u7684\u89c4\u5219\uff0c\u521b\u5efa\u6613\u4e8e\u5904\u7406\u7684\u56fe\u6a21\u578b\uff08graph model\uff09\u3002\u8fd9\u79cd\u7ee7\u627f\u81ea\u7f51\u7edc\u7814\u7a76\u65b9\u6cd5\u7684\u65b9\u6cd5\u8bba\u4e0a\u7684\u7b80\u6d01\u6027\uff0c\u4e0d\u4ec5\u8981\u6c42\u7814\u7a76\u8005\u660e\u786e\u7814\u7a76\u95ee\u9898\uff0c\u4e5f\u4f7f\u5f97\u7814\u7a76\u8005\u53ef\u4ee5\u7efc\u5408\u5927\u91cf\u53f2\u6599\u5e76\u5f97\u5230\u6bd4\u57fa\u4e8e\u4e2a\u6848\u7814\u7a76\u66f4\u6709\u8bf4\u670d\u529b\u7684\u7ed3\u8bba\u3002\u7ed3\u5408\u6570\u5b66\u3001\u8ba1\u7b97\u673a\u79d1\u5b66\u3001\u793e\u4f1a\u79d1\u5b66\u4e2d\u7684\u5404\u79cd\u7406\u8bba\uff0c\u7f51\u7edc\u5206\u6790\u53ef\u4ee5\u4ece\u65b9\u6cd5\u8bba\u5c42\u9762\u5927\u5e45\u63d0\u9ad8\u4eba\u6587\u7814\u7a76\u7684\u89e3\u91ca\u529b\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background is-style-wide\" style=\"background-color:#476d4d;color:#476d4d\"\/>\n\n\n\n<p class=\"has-text-color\" style=\"color:#476d4d;font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.234), 17px);\"><strong>Solidity in a Turbulent Flow: The Social Network of Aristocratic Families in the Eastern Jin Dynasty (317-420 C.E.)<\/strong><\/p>\n\n\n\n<p>Shang Wenyi, Sang Zizhou<\/p>\n\n\n\n<p><strong>Abstract: <\/strong>Historians characterized the Eastern Jin (317\u2013420 C.E.) as an era dominated by aristocratic families. Network analysis provides a unique perspective to understanding these families by expanding the scope of research from imperial politics to the aristocrats&#8217; social world. This article reconstructs the aristocratic social network from <em>A New Account of the Tales of the World <\/em>(<em>Shishuo xinyu <\/em>\u4e16\u8bf4\u65b0\u8bed ), a collection of anecdotes that provides rich information of the aristocrats&#8217; social interactions in this period, and provides a comprehensive analysis of the network. This article uses network simulation and Exponential Random Graph Models (ERGM) to describe the structure of this network. It calculates cumulative edge weights to measure the homophily by family affiliation in the network and computes several centrality measures to evaluate the importance of various historical figures. These results demonstrate that homophily by family affiliation exists in this network but it is weak. Although members of the same family are prone to have close ties, social relationships across aristocratic families were also common. In contrast to many existing studies that emphasize the conflicts between aristocratic families, this article argues that there was a notable degree of social cohesion that united the aristocratic families as a status group during the Eastern Jin. This cohesion provides an element of solidity in the turbulent flow of their political fortunes, which was one of the main reasons why these aristocratic families as a privileged status group successfully dominated politics and social life throughout the century of the Eastern Jin.<\/p>\n\n\n\n<p><strong>Keywords: <\/strong>Aristocratic Society; Eastern Jin; <em>A New Account of the Tales of the World <\/em>(<em>Shishuo xinyu <\/em>\u4e16\u8bf4\u65b0\u8bed ); Social Network Analysis<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background is-style-wide\" style=\"background-color:#476d4d;color:#476d4d\"\/>\n\n\n\n<p class=\"has-text-align-right\">\uff08\u7f16\u8f91\uff1a\u8d75\u8587\uff09<\/p>\n\n\n\n<p>\u81f4\u8c22\uff1a\u672c\u6587\u4f7f\u7528\u7684\u6570\u636e\u662f\u7531\u7b2c\u4e00\u4f5c\u8005\u4e3a\u6b64\u524d\u53d1\u8868\u7684\u4e00\u7bc7\u8bba\u6587\u4eba\u5de5\u6536\u96c6\u7684\u6570\u636e\u7684\u4fee\u6539\u7248\u3002\u8be5\u8bba\u6587\u63a2\u8ba8\u4e0e\u672c\u6587\u76f8\u4f3c\u7684\u8bae\u9898\uff1a\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e2d\u7684\u793e\u4f1a\u7f51\u7edc\uff0c\u4f46\u5173\u6ce8\u7684\u65b9\u9762\u53ca\u4f7f\u7528\u7684\u65b9\u6cd5\u5747\u4e0e\u672c\u6587\u8fe5\u7136\u4e0d\u540c\u3002\u53c2\u89c1\u5c1a\u95fb\u4e00\u3001\u4e8e\u5b50\u8f69\uff1a\u300a\u4e1c\u664b\u8d35\u65cf\u5236\u793e\u4f1a\u7684\u7a33\u5b9a\u673a\u5236\u2014\u2014\u3008\u4e16\u8bf4\u65b0\u8bed\u3009\u5171\u8bcd\u5206\u6790\u300b\uff0c\u300a\u56fe\u4e66\u9986\u8bba\u575b\u300b2019\u5e74\u7b2c1\u671f\uff0c\u7b2c46\u201457\u9875\u3002\u8be5\u8bba\u6587\u542f\u53d1\u4e86\u672c\u6587\u7684\u64b0\u5199\uff0c\u6211\u4eec\u4e3a\u6b64\u5411\u4e8e\u5b50\u8f69\u5bf9\u8be5\u8bba\u6587\u7684\u91cd\u5927\u8d21\u732e\u81f4\u8c22\u3002\u6211\u4eec\u540c\u65f6\u8981\u56e0Ted Underwood\u6559\u6388\u3001 Jana Diesner\u6559\u6388\u548cLy Dinh\u5bf9\u672c\u6587\u63d0\u51fa\u7684\u5177\u6709\u6d1e\u89c1\u7684\u5efa\u8bae\uff0c\u5411\u4ed6\u4eec\u81f4\u4ee5\u8c22\u610f\u3002\u539f\u6587\u4fe1\u606f\uff1aW. Shang, Z. Sang,\u201cSolidity in a Turbulent Flow: The Social Network of Aristocratic Families in the Eastern Jin Dynasty (317\u2013420 C.E.),\u201d <em>Journal of Historical Network Research<\/em>, vol. 5, no. 1, 2022, https:\/\/doi.org\/10.25517\/jhnr.v5i1.126 (Original work published September 8, 2021)\u3002\u672c\u6587\u7531\u7b2c\u4e00\u4f5c\u8005\u7ffb\u8bd1\uff0c\u4e2d\u6587\u51fa\u7248\u5df2\u83b7\u5f97\u4f5c\u8005\u5141\u8bb8\u3002<\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>\u6ce8\u91ca\uff1a<\/strong><\/p>\n\n\n\n<p>[1]Mark Edward Lewis, <em>China Between Empires: The Northern and Southern Dynasties<\/em>, vol. 2, <em>History of China<\/em>, Cambridge and London: The Belknap Press of Harvard University Press, 2009, pp.51-52.<\/p>\n\n\n\n<p>[2]\u7530\u4f59\u5e86\uff1a\u300a\u4e1c\u664b\u95e8\u9600\u653f\u6cbb\u300b\uff0c\u5317\u4eac\uff1a\u5317\u4eac\u5927\u5b66\u51fa\u7248\u793e\uff0c2012\u5e74\uff0c\u7b2c1\u20142\u9875\u3002<\/p>\n\n\n\n<p>[3]\u5185\u85e4\u6e56\u5357\uff1a\u300a\u6982\u62ec\u6027\u7684\u5510\u5b8b\u65f6\u4ee3\u89c2\u300b\uff0c\u300a\u4e1c\u6d0b\u6587\u5316\u53f2\u7814\u7a76\u300b\uff0c\u6797\u6653\u5149\u8bd1\uff0c\u4e0a\u6d77\uff1a\u590d\u65e6\u5927\u5b66\u51fa\u7248\u793e\uff0c2016\u5e74\uff0c\u7b2c103\u2014112\u9875\u3002\u5173\u4e8e\u5185\u85e4\u6c0f\u5bf9\u4e8e\u8fd9\u4e00\u65f6\u671f\u4e2d\u56fd\u793e\u4f1a\u7684\u5b8c\u6574\u7406\u8bba\uff0c\u53c2\u89c1\uff1a\u5185\u85e4\u6e56\u5357\uff1a\u300a\u4e2d\u53e4\u4e2d\u56fd\u7684\u6587\u5316\u300b\uff0c\u300a\u4e2d\u56fd\u53f2\u901a\u8bba\u2014\u2014\u5185\u85e4\u6e56\u5357\u535a\u58eb\u4e2d\u56fd\u53f2\u5b66\u8457\u4f5c\u9009\u8bd1\u300b\uff0c\u590f\u5e94\u5143\u7b49\u8bd1\uff0c\u5317\u4eac\uff1a\u793e\u4f1a\u79d1\u5b66\u6587\u732e\u51fa\u7248\u793e\uff0c2004\u5e74\uff0c\u7b2c227\u2014312\u9875\u3002\u5bf9\u4e8e\u5185\u85e4\u6c0f\u8457\u4f5c\u53ca19\u201420\u4e16\u7eaa\u4e4b\u4ea4\u7684\u65e5\u672c\u6c49\u5b66\u7814\u7a76\u7684\u8be6\u7ec6\u8ba8\u8bba\uff0c\u53c2\u89c1Joshua A. Fogel,<em>Politics and Sinology: The Case of Nait\u014d Konan (1866\u20131934<\/em>), Cambridge: Harvard University Press, 1984.<\/p>\n\n\n\n<p>[4]Dennis Grafflin ,\u201cThe Great Family in Medieval South China,\u201d <em>Harvard Journal of Asiatic Studies<\/em>, vol.41,no.1,1981,pp.70-71.\u4e2d\u8bd1\u89c1\u845b\u6da4\u98ce\uff1a\u300a\u4e2d\u53e4\u4e2d\u56fd\u5357\u65b9\u7684\u5927\u65cf\u300b\uff0c\u8303\u5146\u98de\u7f16\u8bd1\uff1a\u300a\u897f\u65b9\u5b66\u8005\u4e2d\u56fd\u4e2d\u53e4\u8d35\u65cf\u5236\u8bba\u96c6\u300b\uff0c\u5317\u4eac\uff1a\u751f\u6d3b\u00b7\u8bfb\u4e66\u00b7\u65b0\u77e5\u4e09\u8054\u4e66\u5e97\uff0c2018\u5e74\uff0c\u7b2c24\u9875\u3002<\/p>\n\n\n\n<p>[5]\u7530\u4f59\u5e86\uff1a\u300a\u4e1c\u664b\u95e8\u9600\u653f\u6cbb\u300b\uff0c\u7b2c329\u9875\u3002<\/p>\n\n\n\n<p>[6]\u5ddd\u80dc\u4e49\u96c4\uff1a\u300a\u516d\u671d\u8d35\u65cf\u5236\u793e\u4f1a\u7814\u7a76\u300b\uff0c\u5f90\u8c37\u8283\u3001\u674e\u6d4e\u6ca7\u8bd1\uff0c\u4e0a\u6d77\uff1a\u4e0a\u6d77\u53e4\u7c4d\u51fa\u7248\u793e\uff0c2007\u5e74\uff0c\u7b2c53\u9875\u3002<\/p>\n\n\n\n<p>[7]\u4e2d\u53e4\u4e2d\u56fd\u7684\u201c\u8d35\u65cf\u5236\u201d\u4e0e\u4e2d\u4e16\u7eaa\u6b27\u6d32\u7684\u201c\u8d35\u65cf\u5236\u201d\u6709\u91cd\u5927\u4e0d\u540c\uff0c\u5c3d\u7ba1\u4e8c\u8005\u4e5f\u6709\u8bf8\u591a\u76f8\u4f3c\u6027\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u6cbf\u88ad\u5c06\u5728\u4e1c\u664b\u4e00\u671d\u4eab\u6709\u653f\u6cbb\u3001\u7ecf\u6d4e\u3001\u6587\u5316\u7b49\u65b9\u9762\u7279\u6743\u7684\u58eb\u65cf\u79f0\u4e3a\u201c\u95e8\u9600\u8d35\u65cf\u201d\u7684\u4f20\u7edf\u3002\u5bf9\u4e8e\u95e8\u9600\u8eab\u4efd\u7684\u8ba4\u5b9a\u4ee5\u4eba\u7269\u7236\u7cfb\u7684\u8c31\u7cfb\u4e3a\u57fa\u51c6\u3002\u5bf9\u4e8e\u5e1d\u5236\u65f6\u671f\u4e2d\u56fd\u7684\u201c\u8d35\u65cf\u5236\u201d\u201c\u95e8\u9600\u8d35\u65cf\u201d\u7b49\u6982\u5ff5\u7684\u8be6\u7ec6\u8ba8\u8bba\uff0c\u53c2\u89c1\uff1aNicolas Tackett, <em>The Destruction of the Medieval Chinese Aristocracy<\/em>, Cambridge: Harvard University Asia Center, 2014\uff08\u4e2d\u8bd1\u89c1\u8c2d\u51ef\uff1a\u300a\u4e2d\u53e4\u4e2d\u56fd\u95e8\u9600\u5927\u65cf\u7684\u6d88\u4ea1\u300b\uff0c\u80e1\u8000\u98de\u3001\u8c22\u5b87\u8363\u8bd1\uff0c\u5317\u4eac\uff1a\u793e\u4f1a\u79d1\u5b66\u6587\u732e\u51fa\u7248\u793e\uff0c2017\u5e74\uff09\uff1bPatricia Ebrey, <em>The Aristocratic Families of Imperial China: A Case Study of the Po-Ling Ts\u2019ui Family<\/em>, Cambridge and New York: Cambridge University Press, 1978\uff08\u4e2d\u8bd1\u89c1\u4f0a\u6c9b\u971e\uff1a\u300a\u65e9\u671f\u4e2d\u534e\u5e1d\u56fd\u7684\u8d35\u65cf\u5bb6\u5ead\uff1a\u535a\u9675\u5d14\u6c0f\u4e2a\u6848\u7814\u7a76\u300b\uff0c\u8303\u5146\u98de\u8bd1\uff0c\u4e0a\u6d77\uff1a\u4e0a\u6d77\u53e4\u7c4d\u51fa\u7248\u793e\uff0c 2015\u5e74\uff09\u7b49\u8457\u4f5c\u3002<\/p>\n\n\n\n<p>[8]\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u7684\u5168\u6587\u5df2\u88ab\u8bd1\u4e3a\u82f1\u6587\uff0c\u89c1Liu I-ch&#8217;ing, <em>Shih-shuo Hsin-y\u00fc: A New Account of Tales of the World<\/em>, trans. by Richard B. Mather, Second Edition, Ann Arbor: Center for Chinese Studies, The University of Michigan, 2002.<\/p>\n\n\n\n<p>[9]\u5185\u85e4\u6e56\u5357\uff1a\u300a\u4e2d\u53e4\u4e2d\u56fd\u7684\u6587\u5316\u300b\uff0c\u7b2c227\u2014312\u9875\u3002<\/p>\n\n\n\n<p>[10]\u5ddd\u80dc\u4e49\u96c4\uff1a\u300a\u516d\u671d\u8d35\u65cf\u5236\u793e\u4f1a\u7814\u7a76\u300b\uff0c\u7b2c154\u2014186\u9875\u3002<\/p>\n\n\n\n<p>[11]\u5ddd\u80dc\u4e49\u96c4\uff1a\u300a\u516d\u671d\u8d35\u65cf\u5236\u793e\u4f1a\u7814\u7a76\u300b\uff0c\u7b2c187\u2014220\u9875\u3002<\/p>\n\n\n\n<p>[12]Tanigawa Michio, <em>Medieval Chinese Society and the Local \u201cCommunity\u201d<\/em>, trans. by Joshua A. Fogel, Berkeley: University of California Press, 1985, pp. 100-119.\u4e2d\u8bd1\u89c1\u8c37\u5ddd\u9053\u96c4\uff1a\u300a\u4e2d\u56fd\u4e2d\u4e16\u793e\u4f1a\u4e0e\u5171\u540c\u4f53\u300b\uff0c\u9a6c\u5f6a\u8bd1\uff0c\u4e0a\u6d77\uff1a\u4e0a\u6d77\u53e4\u7c4d\u51fa\u7248\u793e\uff0c2013\u5e74\uff0c\u7b2c68\u201481\u9875\u3002<\/p>\n\n\n\n<p>[13]\u7530\u4f59\u5e86\uff1a\u300a\u4e1c\u664b\u95e8\u9600\u653f\u6cbb\u300b\uff0c\u7b2c316\u9875\u3002<\/p>\n\n\n\n<p>[14]\u5bab\u5d0e\u5e02\u5b9a\uff1a\u300a\u4e5d\u54c1\u5b98\u4eba\u6cd5\u7814\u7a76\uff1a\u79d1\u4e3e\u524d\u53f2\u300b\uff0c\u97e9\u6607\u3001\u5218\u5efa\u82f1\u8bd1\uff0c\u5317\u4eac\uff1a\u4e2d\u534e\u4e66\u5c40\uff0c2008\u5e74\u3002<\/p>\n\n\n\n<p>[15]\u6bdb\u6c49\u5149\uff1a\u300a\u4e24\u664b\u5357\u5317\u671d\u4e3b\u8981\u6587\u5b98\u58eb\u65cf\u6210\u5206\u7684\u7edf\u8ba1\u5206\u6790\u4e0e\u6bd4\u8f83\u300b\uff0c\u300a\u4e2d\u56fd\u4e2d\u53e4\u793e\u4f1a\u53f2\u8bba\u300b\uff0c\u4e0a\u6d77\uff1a\u4e0a\u6d77\u4e66\u5e97\u51fa\u7248\u793e\uff0c2002\u5e74\uff0c\u7b2c141\u2014186\u9875\u3002<\/p>\n\n\n\n<p>[16]\u5510\u957f\u5b7a\uff1a\u300a\u9b4f\u664b\u5357\u5317\u671d\u53f2\u8bba\u62fe\u9057\u300b\uff0c\u5317\u4eac\uff1a\u4e2d\u534e\u4e66\u5c40\uff0c1983\u5e74\uff0c\u7b2c1\u201410\u9875\u3002<\/p>\n\n\n\n<p>[17]\u4f59\u82f1\u65f6\uff1a\u300a\u4e2d\u56fd\u77e5\u8bc6\u9636\u5c42\u53f2\u8bba\uff08\u53e4\u4ee3\u7bc7\uff09\u300b\uff0c\u53f0\u5317\uff1a\u8054\u7ecf\u51fa\u7248\u4e8b\u4e1a\u516c\u53f8\uff0c1980\u5e74\uff0c\u7b2c326\u9875\u3002<\/p>\n\n\n\n<p>[18]Lewis, <em>China between Empires: The Northern and Southern Dynasties<\/em>, pp. 52-53.<\/p>\n\n\n\n<p>[19]\u6bdb\u6c49\u5149\uff1a\u300a\u4e2d\u53e4\u5927\u58eb\u65cf\u4e4b\u4e2a\u6848\u7814\u7a76\u2014\u2014\u7405\u740a\u738b\u6c0f\u300b\uff0c\u300a\u4e2d\u56fd\u4e2d\u53e4\u793e\u4f1a\u53f2\u8bba\u300b\uff0c\u7b2c365\u2014404\u9875\u3002<\/p>\n\n\n\n<p>[20]David G. Johnson, <em>The Medieval Chinese Oligarchy<\/em>, Boulder: Westview Press, 1977,p.126.\u4e2d\u8bd1\u89c1\u59dc\u58eb\u5f6c\uff1a\u300a\u4e2d\u53e4\u4e2d\u56fd\u7684\u5be1\u5934\u653f\u6cbb\u300b\uff0c\u8303\u5146\u98de\u3001\u79e6\u4f0a\u8bd1\uff0c\u4e0a\u6d77\uff1a\u4e2d\u897f\u4e66\u5c40\uff0c2016\u5e74\uff0c\u7b2c166\u9875\u3002<\/p>\n\n\n\n<p>[21]Grafflin,\u201cThe Great Family in Medieval South China,\u201d pp. 65-74.<\/p>\n\n\n\n<p>[22]\u7530\u4f59\u5e86\uff1a\u300a\u4e1c\u664b\u95e8\u9600\u653f\u6cbb\u300b\uff0c\u7b2c318\u9875\u3002<\/p>\n\n\n\n<p>[23]\u795d\u603b\u658c\uff1a\u300a\u8bd5\u8bba\u4e1c\u664b\u540e\u671f\u9ad8\u7ea7\u58eb\u65cf\u4e4b\u6ca1\u843d\u53ca\u6853\u7384\u4ee3\u664b\u4e4b\u6027\u8d28\u300b\uff0c\u300a\u5317\u4eac\u5927\u5b66\u5b66\u62a5\uff08\u54f2\u5b66\u793e\u4f1a\u79d1\u5b66\u7248\uff09\u300b1985\u5e74\u7b2c3\u671f\u3002<\/p>\n\n\n\n<p>[24]\u5b57\u9762\u610f\u4e49\u4e0a\u7684\u201c\u5434\u59d3\u58eb\u65cf\u201d\u6307\u6765\u81ea\u664b\u5ef7\u6240\u5728\u7684\u6c5f\u5de6\u5434\u5730\u7684\u95e8\u9600\u8d35\u65cf\u3002<\/p>\n\n\n\n<p>[25]\u9648\u5bc5\u606a\uff1a\u300a\u9b4f\u4e66\u53f8\u9a6c\u777f\u4f20\u6c5f\u4e1c\u6c11\u65cf\u6761\u91ca\u8bc1\u53ca\u63a8\u8bba\u300b\uff0c\u300a\u91d1\u660e\u9986\u4e1b\u7a3f\u521d\u7f16\u300b\uff0c\u4e0a\u6d77\uff1a\u4e0a\u6d77\u53e4\u7c4d\u51fa\u7248\u793e\uff0c1980\u5e74\uff0c\u7b2c69\u2014106\u9875\u3002<\/p>\n\n\n\n<p>[26]\u9648\u5bc5\u606a\uff1a\u300a\u8ff0\u4e1c\u664b\u738b\u5bfc\u4e4b\u529f\u4e1a\u300b\uff0c\u300a\u91d1\u660e\u9986\u4e1b\u7a3f\u521d\u7f16\u300b\uff0c\u7b2c48\u201468\u9875\u3002<\/p>\n\n\n\n<p>[27]\u5ddd\u80dc\u4e49\u96c4\uff1a\u300a\u516d\u671d\u8d35\u65cf\u5236\u793e\u4f1a\u7814\u7a76\u300b\uff0c\u7b2c164\u9875\u3002\u5173\u4e8e\u5ddd\u80dc\u6c0f\u5bf9\u8fd9\u4e00\u8bae\u9898\u7684\u8be6\u7ec6\u8ba8\u8bba\uff0c\u53c2\u89c1\u5ddd\u80dc\u4e49\u96c4\uff1a\u300a\u516d\u671d\u8d35\u65cf\u5236\u793e\u4f1a\u7814\u7a76\u300b\uff0c\u7b2c154\u2014186\u9875\u3002<\/p>\n\n\n\n<p>[28]\u5ddd\u80dc\u4e49\u96c4\uff1a\u300a\u516d\u671d\u8d35\u65cf\u5236\u793e\u4f1a\u7814\u7a76\u300b\uff0c\u7b2c164\u9875\u3002<\/p>\n\n\n\n<p>[29]\u5ddd\u80dc\u4e49\u96c4\uff1a\u300a\u516d\u671d\u8d35\u65cf\u5236\u793e\u4f1a\u7814\u7a76\u300b\uff0c\u7b2c171\u9875\u3002<\/p>\n\n\n\n<p>[30]\u5510\u957f\u5b7a\uff1a\u300a\u9b4f\u664b\u5357\u5317\u671d\u53f2\u8bba\u62fe\u9057\u300b\uff0c\u7b2c151\u2014167\u9875\u3002<\/p>\n\n\n\n<p>[31]Andrew Schauf, Miguel Escobar Varela,\u201cSearching for Hidden Bridges in Co-occurrence Networks from Javanese <em>Wayang Kulit<\/em>,\u201d <em>Journal of Historical Network Research<\/em>, vol. 2, 2018, pp. 26-52.<\/p>\n\n\n\n<p>[32]Abraham S. H. Breure, Raphael H. Heiberger,\u201c Reconstructing Science Networks from the Past.Eponyms between Malacological Authors in the Mid-19th Century,\u201d <em>Journal of Historical Network Research<\/em>, vol. 3, no. 1 2019, pp. 92-117.<\/p>\n\n\n\n<p>[33]Elena K\u00f6stner,\u201c Trimalchio&#8217;s Last Will: Shifting Interactions Between Seeming and Being,\u201d <em>Journal of Historical Network Research<\/em>, vol. 3, no. 1, 2019, pp. 1-29.<\/p>\n\n\n\n<p>[34]Tom Brughmans, Matt Peeples,\u201cTrends in Archaeological Network Research: A Bibliometric Analysis,\u201d<em>Journal of Historical Network Research<\/em>, vol. 1, no. 1, 2017, pp. 1-24.<\/p>\n\n\n\n<p>[35]\u5c1a\u95fb\u4e00\u3001\u4e8e\u5b50\u8f69\uff1a\u300a\u4e1c\u664b\u8d35\u65cf\u5236\u793e\u4f1a\u7684\u7a33\u5b9a\u673a\u5236\u2014\u2014\u3008\u4e16\u8bf4\u65b0\u8bed\u3009\u5171\u8bcd\u5206\u6790\u300b\uff0c\u300a\u56fe\u4e66\u9986\u8bba\u575b\u300b 2019\u5e74\u7b2c1\u671f\u3002<\/p>\n\n\n\n<p>[36]Termeh Shafie et al.,\u201cHypergraph Representations: A Study of Carib Attacks on Colonial Forces, 1509-1700,\u201d <em>Journal of Historical Network Research<\/em>, vol. 1, no. 1, 2017, pp. 52-70.<\/p>\n\n\n\n<p>[37]Aline Deicke,\u201cNetworks of Conflict: Analyzing the &#8216;Culture of Controversy&#8217; of Polemical Pamphlets of IntraProtestant Disputes (1548\u20131580),\u201d <em>Journal of Historical Network Research<\/em>, vol. 1, no. ,1 2017, pp. 71-105.<\/p>\n\n\n\n<p>[38]\u5728\u6b64\u5904\uff0c\u6211\u4eec\u5c06\u5f3a\u6b63\u5411\u5173\u7cfb\u8d4b\u4ee53\uff08\u800c\u975e2\uff09\u7684\u6743\u91cd\uff0c\u4ee5\u653e\u5927\u201c\u5f3a\u5173\u7cfb\u201d\u548c\u201c\u5f31\u5173\u7cfb\u201d\u7684\u533a\u522b\u3002<\/p>\n\n\n\n<p>[39]\u539f\u82f1\u6587\u8bba\u6587\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u82f1\u8bd1\u5f15\u81eaLiu, <em>Shih-shuo Hsin-y\u00fc: A New Account of Tales of the World<\/em>, p. 183\u3002\u6b64\u5904\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u539f\u6587\u5f15\u81ea\u5218\u4e49\u5e86\u8457\uff0c\u5218\u5b5d\u6807\u6ce8\uff0c\u4f59\u5609\u9521\u7b3a\u758f\uff0c\u5468\u7956\u8c1f\u7b49\u6574\u7406\uff1a\u300a\u4e16\u8bf4\u65b0\u8bed\u7b3a\u758f\u00b7\u5377\u4e2d\u4e4b\u4e0a\u00b7\u65b9\u6b63\u7b2c\u4e94\u300b\uff0c\u5317\u4eac\uff1a\u4e2d\u534e\u4e66\u5c40\uff0c2007\u5e74\uff0c\u7b2c385\u9875\u3002<\/p>\n\n\n\n<p>[40]\u53ea\u6709\u5728\u4e1c\u664b\u88ab\u65f6\u4eba\u5e7f\u6cdb\u63a5\u53d7\u4e3a\u201c\u9ad8\u95e8\u201d\u7684\u95e8\u7b2c\u65b9\u80fd\u88ab\u5224\u5b9a\u4e3a\u95e8\u9600\u8d35\u65cf\u3002\u6211\u4eec\u4f7f\u7528\u90e1\u56fd\u800c\u975e\u53bf\u4f5c\u4e3a\u90e1\u671b\u7684\u5730\u7406\u5355\u5143\uff08\u4f8b\u5982\u4f7f\u7528\u201c\u8c2f\u56fd\u6853\u6c0f\u201d\u800c\u975e\u201c\u9f99\u4ea2\u6853\u6c0f\u201d\uff09\uff0c\u8fd9\u4e9b\u90e1\u56fd\u548c\u53bf\u4ee5\u4e1c\u664b\u65f6\u671f\u7684\u884c\u653f\u5355\u4f4d\u5212\u5206\u4e3a\u51c6\u3002<\/p>\n\n\n\n<p>[41]\u5c1a\u95fb\u4e00\u3001\u4e8e\u5b50\u8f69\uff1a\u300a\u4e1c\u664b\u8d35\u65cf\u5236\u793e\u4f1a\u7684\u7a33\u5b9a\u673a\u5236\u2014\u2014\u3008\u4e16\u8bf4\u65b0\u8bed\u3009\u5171\u8bcd\u5206\u6790\u300b\uff0c\u300a\u56fe\u4e66\u9986\u8bba\u575b\u300b2019\u5e74\u7b2c1\u671f\u3002<\/p>\n\n\n\n<p>[42]Albert-L\u00e1szl\u00f3 Barab\u00e1si, R\u00e9ka Albert,\u201cEmergence of Scaling in Random Networks,\u201d <em>Science<\/em>, vol. 286, no.5439, 1999,pp.509-512.<\/p>\n\n\n\n<p>[43]\u5177\u4f53\u7b97\u6cd5\u53c2\u89c1\uff1aBlake Stacey,\u201cPreferential Attachment in Python,\u201d June 19, 2007,https:\/\/www.sunclipse.org\/?p=163\u3002<\/p>\n\n\n\n<p>[44]Paul W. Holland, Samuel Leinhardt,\u201c An Exponential Family of Probability Distributions for Directed Graphs,\u201d <em>Journal of the American Statistical Association<\/em>, vol. 76, no. 373, 1981, pp. 33-50.<\/p>\n\n\n\n<p>[45]Vincent D. Blondel et al.,\u201c Fast Unfolding of Communities in Large Networks,\u201d <em>Journal of Statistical Mechanics: Theory and Experiment<\/em>, no. 10, 2008, pp. 155-168.<\/p>\n\n\n\n<p>[46]M. Bastian, S. Hermann, M. Jacomy,\u201cGephi: An Open Source Software for Exploring and Manipulating Network,\u201d eds. Eytan Adar et al., Proceedings of the Third International AAAI Conference on Weblogs and Social Media (ICWSM 2009), Menlo Park: AAAI Press, 2009, pp. 361-362.<\/p>\n\n\n\n<p>[47]Fruchterman-Reingold\u7b97\u6cd5\u662f\u4e00\u4e2a\u529b\u5f15\u5bfc\u5e03\u5c40\uff08Force-directed Layout\uff09\u7684\u7b97\u6cd5\uff0c\u7528\u4e8e\u7ed8\u5236\u7531\u76f4\u7ebf\u4f5c\u4e3a\u8fb9\u7684\u65e0\u5411\u56fe\u3002\u7531\u4e8e\u9ad8\u65f6\u95f4\u590d\u6742\u5ea6\uff08O(N\u00b2+E)\uff09\uff0c\u5b83\u53ea\u9002\u7528\u4e8e\u8f83\u5c0f\u7684\u56fe\u3002\u6211\u4eec\u57fa\u4e8e\u5982\u4e0b\u8003\u8651\u9009\u62e9\u8be5\u7b97\u6cd5\uff1a\uff081\uff09\u672c\u7814\u7a76\u8003\u5bdf\u7684\u793e\u4f1a\u7f51\u7edc\u5929\u7136\u9002\u7528\u4e8e\u8be5\u7b97\u6cd5\uff0c\u56e0\u4e3a\u5b83\u662f\u65e0\u5411\u7684\uff0c\u4e14\u89c4\u6a21\u8f83\u5c0f\uff08\u5305\u542b250\u4e2a\u8282\u70b9\uff09\uff1b\uff082\uff09\u8be5\u7b97\u6cd5\u7684\u5e03\u5c40\u8fd1\u4f3c\u4e8e\u5706\u5f62\uff0c\u5ea6\u6570\u8f83\u9ad8\uff08\u5373\u7531\u8f83\u591a\u7684\u8fb9\u8fde\u901a\uff09\u7684\u8282\u70b9\u4f4d\u4e8e\u4e2d\u592e\uff0c\u4ece\u800c\u4f7f\u5f97\u91cd\u8981\u7684\u8282\u70b9\u5728\u89c6\u89c9\u4e0a\u8f83\u4e3a\u96c6\u4e2d\uff0c\u4e14\u4e0d\u4f1a\u4ea7\u751f\u6e05\u6670\u7684\u8fb9\u754c\u3002\u8fd9\u4e9b\u7279\u5f81\u80fd\u591f\u5f88\u597d\u5730\u6a21\u62df\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e2d\u7684\u8d35\u65cf\u793e\u4f1a\u7f51\u7edc\uff0c\u56e0\u4e3a\u8d35\u65cf\u4e4b\u95f4\u7684\u4e92\u52a8\u8f83\u4e3a\u590d\u6742\uff0c\u5e76\u4e0d\u5c40\u9650\u4e8e\u7531\u6e05\u6670\u7684\u8fb9\u754c\u5206\u9694\u5f00\u7684\u5c0f\u56e2\u4f53\u6210\u5458\u5185\u90e8\u7684\u4e92\u52a8\u3002\u5173\u4e8e\u5bf9\u8fd9\u4e00\u7b97\u6cd5\u7684\u8be6\u7ec6\u4ecb\u7ecd\uff0c\u53c2\u89c1\uff1aThomas M. J. Fruchterman, Edward M. Reingold,\u201cGraph Drawing by Force-Directed Placement,\u201d <em>Software: Practice and Experience<\/em>, vol. 21, no. 11, 1991, pp. 1129-1164\u3002<\/p>\n\n\n\n<p>[48]Guang R. Shi,\u201c Multivariate Data Analysis in Palaeoecology and Palaeobiogeography\u2014A Review,\u201d<em>Palaeogeography, Palaeoclimatology, Palaeoecology<\/em>, vol. 105, no. 3-4, 1993, p. 206.<\/p>\n\n\n\n<p>[49]\u6b64\u5916\uff0c\u52a0\u6743\u7684\u4e2d\u4ecb\u4e2d\u5fc3\u6027\u548c\u52a0\u6743\u7684\u63a5\u8fd1\u4e2d\u5fc3\u6027\u7684\u8ba1\u7b97\u5047\u8bbe\u8282\u70b9\u4e4b\u95f4\u7684\u201c\u8ddd\u79bb\u201d\u53ef\u4ee5\u7531\u8fb9\u7684\u6743\u91cd\u7684\u5012\u6570\u8868\u793a\uff08\u5373\u75281\u9664\u4ee5\u8fb9\u7684\u6743\u91cd\uff09\u3002\u7136\u800c\uff0c\u8fd9\u4e2a\u5047\u8bbe\u5e76\u4e0d\u9002\u7528\u4e8e\u672c\u7814\u7a76\u8003\u5bdf\u7684\u7f51\u7edc\u3002\u7531\u4e8e\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4e2d\u7684\u8d35\u65cf\u793e\u4f1a\u7f51\u7edc\u4e2d\u7684\u8fb9\u7684\u6743\u91cd\u4ee3\u8868\u793e\u4f1a\u5173\u7cfb\u7684\u5f3a\u5ea6\uff0c\u5176\u5012\u6570\u4e0d\u80fd\u88ab\u7b80\u5355\u5730\u7406\u89e3\u4e3a\u201c\u8ddd\u79bb\u201d\u3002\u5173\u4e8e\u52a0\u6743\u7684\u4e2d\u4ecb\u4e2d\u5fc3\u6027\u7684\u8ba1\u7b97\uff0c\u53c2\u89c1\uff1a Ulrik Brandes,\u201cA Faster Algorithm for Betweenness Centrality,\u201d <em>Journal of Mathematical Sociology<\/em>, vol. 25, no. 2, 2001, pp. 163-177\uff1b\u5173\u4e8e\u52a0\u6743\u7684\u63a5\u8fd1\u4e2d\u5fc3\u6027\u7684\u8ba1\u7b97\uff0c\u53c2\u89c1\uff1a M. E. J. Newman, \u201cScientific Collaboration Networks. II. Shortest Paths, Weighted Networks, and Centrality,\u201d <em>Physics Review E<\/em>, vol. 64, no. 1, 2001, Article ID: 016132\u3002<\/p>\n\n\n\n<p>[50]Aric A. Hagberg, Daniel A. Schult, Pieter J. Swart,\u201cExploring Network Structure, Dynamics, and Function Using NetworkX,\u201d eds. G\u00e4el Varoquaux et al., Proceedings of the 7th Python in Science Conference (SciPy 2008), 2008, pp. 11-15, <a href=\"https:\/\/conference.scipy.org\/proceedings\/scipy2008\/paper_2\">https:\/\/conference.scipy.org\/proceedings\/scipy2008\/paper_2<\/a>.<\/p>\n\n\n\n<p>[51]NetworkX\u4e0d\u652f\u6301\u52a0\u6743\u7684\u5ea6\u4e2d\u5fc3\u6027\u7684\u8ba1\u7b97\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u901a\u8fc7\u5c06\u6bcf\u4e2a\u8282\u70b9\u6240\u6709\u90bb\u8fb9\u7684\u6743\u91cd\u76f8\u52a0\u8ba1\u7b97\u52a0\u6743\u7684\u5ea6\u4e2d\u5fc3\u6027\u3002\u8fd9\u4e00\u601d\u8def\u4e0e\u52a0\u6743\u7684\u5ea6\u4e2d\u5fc3\u6027\u7684\u5e38\u7528\u5b9a\u4e49\u76f8\u543b\u5408\u3002\u5173\u4e8e\u8fd9\u4e00\u5b9a\u4e49\u7684\u8be6\u7ec6\u4ecb\u7ecd\uff0c\u53c2\u89c1T. Opsahl,F. Agneessens, J. Skvoretz,\u201cNode Centrality in Weighted Networks: Generalizing Degree and Shortest Paths,\u201d <em>Social Networks<\/em>, vol. 32, no. 3, 2010, pp. 245-251.<\/p>\n\n\n\n<p>[52]\u4e24\u7ec4\u6570\u636eA\u3001 B\u7684Kulczynski\u76f8\u4f3c\u5ea6\u88ab\u5b9a\u4e49\u4e3a\u5982\u4e0b\u4e24\u4e2a\u6570\u503c\u7684\u5e73\u5747\u503c\uff1a\uff08 1\uff09\u4e24\u7ec4\u6570\u636e\u91cd\u5408\u7684\u6570\u76ee\u9664\u4ee5\u7ec4A\u4e2d\u6570\u636e\u7684\u6570\u76ee\uff1b\uff08 2\uff09\u4e24\u7ec4\u6570\u636e\u91cd\u5408\u7684\u6570\u76ee\u9664\u4ee5\u7ec4B\u4e2d\u6570\u636e\u7684\u6570\u76ee\uff08\u516c\u5f0f\u89c1\u4e0a\u6587\u4e8c\uff08\u4e8c\uff09 2\uff09\u3002\u56e0\u6b64\uff0c\u5982\u679c\u793e\u7fa4A\u4e2d\u4e09\u5206\u4e4b\u4e00\u7684\u4eba\u7269\u51fa\u81ea\u95e8\u9600B\uff0c\u95e8\u9600B\u4e2d\u4e09\u5206\u4e4b\u4e00\u7684\u4eba\u7269\u88ab\u5206\u5165\u793e\u7fa4A\uff0c\u90a3\u4e48\u793e\u7fa4A\u4e0e\u95e8\u9600B\u4e4b\u95f4\u7684Kulczynski\u76f8\u4f3c\u5ea6\u4e3a<img loading=\"lazy\" decoding=\"async\" width=\"118\" height=\"41\" src=\"\" alt=\"\u624b\u673a\u5c4f\u5e55\u622a\u56fe\u4f4e\u53ef\u4fe1\u5ea6\u63cf\u8ff0\u5df2\u81ea\u52a8\u751f\u6210\"> \u3002\u7136\u800c\uff0c\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u793e\u7fa4A\u548c\u95e8\u9600B\u5185\u90e8\u7684\u5f02\u8d28\u6027\u4ecd\u7136\u8f83\u5f3a\uff0c\u56e0\u4e3a\u793e\u7fa4A\u4e2d\u4e09\u5206\u4e4b\u4e8c\u7684\u4eba\u7269\u51fa\u81eaB\u4e4b\u5916\u7684\u5176\u4ed6\u95e8\u9600\uff0c\u95e8\u9600B\u4e2d\u4e09\u5206\u4e4b\u4e8c\u7684\u4eba\u7269\u88ab\u5206\u5165A\u4e4b\u5916\u7684\u5176\u4ed6\u793e\u7fa4\u3002\u56e0\u6b64\uff0c\u4ec5\u4ec5\u7a0d\u9ad8\u4e8e\u4e09\u5206\u4e4b\u4e00\u76840.363\u4e0d\u5e94\u8be5\u88ab\u89c6\u4e3a\u610f\u5473\u7740\u5f3a\u76f8\u4f3c\u6027\u7684\u8f83\u9ad8\u6570\u503c\uff0c\u800c\u4f4e\u4e8e0.3\u7684\u6570\u503c\u5219\u610f\u5473\u7740\u76f8\u4f3c\u6027\u8f83\u4f4e\u3002<\/p>\n\n\n\n<p>[53]Grafflin,\u201cThe Great Family in Medieval South China,\u201d p. 69.<\/p>\n\n\n\n<p>[54]\u201c\u4e3b\u8981\u5434\u59d3\u58eb\u65cf\u201d\u5305\u62ec\u5434\u90e1\u7684\u987e\u3001\u9646\u3001\u6731\u3001\u5f20\uff0c\u548c\u4f1a\u7a3d\u7684\u865e\u3001\u9b4f\u3001\u5b54\u3001\u8c22\u3002\u8fd9\u4e00\u5212\u5206\u6765\u81ea\u65f6\u4eba\u5bf9\u8fd9\u4e9b\u95e8\u9600\u5728\u4e1c\u664b\u4e00\u671d\u663e\u8d6b\u5730\u4f4d\u7684\u8ba4\u53ef\u3002\u4f8b\u5982\uff0c\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u5c06\u201c\u987e\u3001\u9646\u3001\u6731\u3001\u5f20\u201d\u5217\u4e3a\u201c\u5434\u56db\u59d3\u201d\uff0c\u300a\u6c5f\u897f\u8003\u53e4\u5f55\u300b\u5c06\u201c\u987e\u3001\u9646\u3001\u6731\u3001\u5f20\u201d\u5217\u4e3a\u201c\u5434\u4e2d\u56db\u59d3\u201d\uff0c\u5c06\u201c\u865e\u3001\u9b4f\u3001\u5b54\u3001\u8c22\u201d\u5217\u4e3a\u201c\u4f1a\u7a3d\u56db\u59d3\u201d\u3002\u89c1Liu, <em>Shih-shuo Hsin-y\u00fc: A New Account of Tales of the World<\/em>, p. 261\uff08\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u539f\u6587\u89c1\u5218\u4e49\u5e86\uff1a\u300a\u4e16\u8bf4\u65b0\u8bed\u7b3a\u758f\u00b7\u5377\u4e2d\u4e4b\u4e0b\u00b7\u8d4f\u8a89\u7b2c\u516b\u4e0b\u300b\uff0c\u7b2c582\u9875\uff09\u548c\u738b\u8c1f\uff1a\u300a\u6c5f\u897f\u8003\u53e4\u5f55\u300b\u53778\u300a\u6545\u4e8b\u00b7\u8c6b\u7ae0\u56db\u59d3\u300b\uff0c\u5149\u7eea\u5341\u4e03\u5e74\u91cd\u520a\u672c\uff0c\u7b2c371\u9875\u3002\u5728\u672c\u7814\u7a76\u4e2d\uff0c\u7531\u4e8e\u6ca1\u6709\u5434\u90e1\u6731\u6c0f\u7684\u6210\u5458\u51fa\u73b0\u5728\u793e\u4f1a\u7f51\u7edc\u4e2d\uff0c\u201c\u4e3b\u8981\u5434\u59d3\u58eb\u65cf\u201d\u53ea\u5305\u542b\u4e0a\u8ff0\u516b\u5bb6\u95e8\u9600\u4e2d\u7684\u4e03\u5bb6\u3002\u5176\u4ed6\u6240\u6709\u5434\u59d3\u95e8\u9600\u90fd\u88ab\u5206\u5165\u201c\u5176\u4ed6\u5434\u59d3\u58eb\u65cf\u201d\u3002\u201c\u6b21\u7b49\u4fa8\u59d3\u58eb\u65cf\u201d\u5305\u542b\u5728\u793e\u4f1a\u7f51\u7edc\u4e2d\u67095\u20147\u4e2a\u6210\u5458\u7684\u4fa8\u59d3\u95e8\u9600\uff1a\u9ad8\u5e73\u90d7\u6c0f\u3001\u592a\u539f\u5b59\u6c0f\u3001\u9648\u90e1\u6bb7\u6c0f\u3001\u9648\u90e1\u8881\u6c0f\u3001\u6cf0\u5c71\u7f8a\u6c0f\u3002\u4e0e\u4e4b\u5bf9\u5e94\uff0c\u4e94\u5927\u95e8\u9600\u52a0\u4e0a\u4e1c\u664b\u7687\u65cf\u6240\u5c5e\u7684\u6cb3\u5185\u53f8\u9a6c\u6c0f\u88ab\u5206\u5165\u201c\u5934\u7b49\u4fa8\u59d3\u58eb\u65cf\u201d\uff0c\u8fd9\u516d\u5bb6\u95e8\u9600\u5728\u793e\u4f1a\u7f51\u7edc\u4e2d\u67098\u201427\u4e2a\u6210\u5458\u3002\u4e0d\u5c5e\u4e8e\u4e0a\u8ff0\u4e24\u7c7b\u7684\u4fa8\u59d3\u95e8\u9600\u90fd\u88ab\u5206\u5165\u201c\u5176\u4ed6\u4fa8\u59d3\u58eb\u65cf\u201d\u3002<\/p>\n\n\n\n<p>[55]\u5728\u672c\u7814\u7a76\u4e2d\uff0c\u4e24\u7ec4\u96c6\u5408A\u4e0eB\u4e4b\u95f4\u7684\u7d2f\u8ba1\u8fb9\u6743\u5f3a\u5ea6\u88ab\u5b9a\u4e49\u4e3a<img loading=\"lazy\" decoding=\"async\" width=\"207\" height=\"46\" src=\"\" alt=\"\u6587\u672c\u63cf\u8ff0\u5df2\u81ea\u52a8\u751f\u6210\"> \uff0c\u5176\u4e2d\uff0c<em>CW<\/em><em>AB<\/em>\u8868\u793a\u6240\u6709\u8fde\u63a5A\u4e2d\u4efb\u610f\u8282\u70b9\u548cB\u4e2d\u4efb\u610f\u8282\u70b9\u7684\u8fb9\u7684\u7d2f\u8ba1\u8fb9\u6743\uff0c <em>CW<\/em><em>A<\/em>\u8868\u793a\u6240\u6709\u8fde\u63a5<em>A<\/em>\u4e2d\u4efb\u610f\u8282\u70b9\u548c\u7f51\u7edc\u4e2d\u4efb\u610f\u8282\u70b9\u7684\u8fb9\u7684\u7d2f\u8ba1\u8fb9\u6743\uff0c <em>n<\/em><em>A<\/em>\u3001 <em>n<\/em><em>B<\/em>\u3001 <em>n<\/em>\u5206\u522b\u8868\u793aA\u3001 B\u548c\u6574\u4e2a\u7f51\u7edc\u4e2d\u8282\u70b9\u7684\u6570\u76ee\u3002\u4f8b\u5982\uff0c\u5047\u8bbeA\u4e2d\u6709\u4e24\u4e2a\u8282\u70b9\u3001 B\u4e2d\u6709\u4e94\u4e2a\u8282\u70b9\u3001\u6574\u4e2a\u7f51\u7edc\u4e2d\u6709100\u4e2a\u8282\u70b9\uff0c A\u4e2d\u4e24\u4e2a\u8282\u70b9\u4e0eB\u4e2d\u4e94\u4e2a\u8282\u70b9\u7684\u7d2f\u8ba1\u8fb9\u6743\u4e3a10\uff0c A\u4e2d\u4e24\u4e2a\u8282\u70b9\u4e0e\u6574\u4e2a\u7f51\u7edc\u4e2d\u5168\u90e8\u8282\u70b9\u7684\u7d2f\u8ba1\u8fb9\u6743\u4e3a50\uff0c\u90a3\u4e48A\u4e0eB\u7684\u201c\u7d2f\u8ba1\u8fb9\u6743\u5f3a\u5ea6\u201d\u5219\u4e3a\uff1a (10 \u00f7 50) \u00f7 ((2 \u00d7 5)\u00f7 (2 \u00d7 (100 \u2013 2) + 1)) = 3.94\u3002\u8981\u8a00\u4e4b\uff0c\u7d2f\u8ba1\u8fb9\u6743\u5f3a\u5ea6\u8861\u91cf\u7684\u662f\u4e24\u7ec4\u7279\u5b9a\u95e8\u9600\u4e0e\u968f\u673a\u9009\u53d6\u7684\u4e24\u7ec4\u4eba\u7269\u76f8\u6bd4\uff0c\u6b63\u5411\u5173\u7cfb\u7684\u5f3a\u5ea6\u3002<\/p>\n\n\n\n<p>[56]\u5434\u59d3\u58eb\u65cf\u4e0e\u5934\u7b49\u4fa8\u59d3\u58eb\u65cf\u7d2f\u8ba1\u8fb9\u6743\u5f3a\u5ea6\u8f83\u4f4e\u7684\u53e6\u4e00\u79cd\u53ef\u80fd\u7684\u89e3\u91ca\u662f\uff1a\u4fa8\u59d3\u58eb\u65cf\u8f7b\u89c6\u5357\u4eba\uff0c\u56e0\u6b64\u5c06\u5176\u8fb9\u7f18\u5316\u3002\u7136\u800c\uff0c\u9700\u8981\u6307\u51fa\u7684\u662f\uff0c\u4e3b\u8981\u5434\u59d3\u58eb\u65cf\u548c\u5934\u7b49\u4fa8\u59d3\u58eb\u65cf\u4e4b\u95f4\u7684\u7d2f\u8ba1\u8fb9\u6743\u5f3a\u5ea6\u76f8\u6bd4\u4e8e\u5176\u4ed6\u5434\u59d3\u58eb\u65cf\u548c\u5934\u7b49\u4fa8\u59d3\u58eb\u65cf\u4e4b\u95f4\u7684\u7d2f\u8ba1\u8fb9\u6743\u5f3a\u5ea6\u66f4\u4f4e\u3002\u7531\u4e8e\u4e3b\u8981\u5434\u59d3\u58eb\u65cf\u76f8\u6bd4\u4e8e\u5176\u4ed6\u5434\u59d3\u58eb\u65cf\uff0c\u88ab\u4fa8\u59d3\u58eb\u65cf\u66f4\u4e25\u91cd\u5730\u8fb9\u7f18\u5316\u7684\u60c5\u51b5\u5e76\u4e0d\u5408\u7406\uff0c\u4e3b\u8981\u5434\u59d3\u58eb\u65cf\u4e0e\u5934\u7b49\u4fa8\u59d3\u58eb\u65cf\u8f83\u4e0d\u5bc6\u96c6\u7684\u4e92\u52a8\u66f4\u53ef\u80fd\u662f\u5176\u6709\u610f\u9009\u62e9\u7684\u7ed3\u679c\u3002<\/p>\n\n\n\n<p>[57]\u7530\u4f59\u5e86\uff1a\u300a\u4e1c\u664b\u95e8\u9600\u653f\u6cbb\u300b\uff0c\u7b2c96\u9875\u3002<\/p>\n\n\n\n<p>[58]Grafflin,\u201cThe Great Family in Medieval South China,\u201d p. 70.<\/p>\n\n\n\n<p>[59]\u7530\u4f59\u5e86\uff1a\u300a\u4e1c\u664b\u95e8\u9600\u653f\u6cbb\u300b\uff0c\u7b2c72\u9875\u3002<\/p>\n\n\n\n<p>[60]\u7530\u4f59\u5e86\uff1a\u300a\u4e1c\u664b\u95e8\u9600\u653f\u6cbb\u300b\uff0c\u7b2c123\u9875\u3002<\/p>\n\n\n\n<p>[61]\u795d\u603b\u658c\uff1a\u300a\u8bd5\u8bba\u4e1c\u664b\u540e\u671f\u9ad8\u7ea7\u58eb\u65cf\u4e4b\u6ca1\u843d\u53ca\u6853\u7384\u4ee3\u664b\u4e4b\u6027\u8d28\u300b\uff0c\u300a\u5317\u4eac\u5927\u5b66\u5b66\u62a5\uff08\u54f2\u5b66\u793e\u4f1a\u79d1\u5b66\u7248\uff09\u300b 1985\u5e74\u7b2c3\u671f\u3002<\/p>\n\n\n\n<p>[62]\u5ddd\u80dc\u4e49\u96c4\u4e3a\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u7f16\u7e82\u7684\u5386\u53f2\u73af\u5883\u548c\u4f5c\u8005\u7684\u503e\u5411\u63d0\u4f9b\u4e86\u5bcc\u6709\u6d1e\u89c1\u7684\u8ba8\u8bba\uff0c\u53c2\u89c1\u5ddd\u80dc\u4e49\u96c4\uff1a\u300a\u516d\u671d\u8d35\u65cf\u5236\u793e\u4f1a\u7814\u7a76\u300b\uff0c\u7b2c238\u2014252\u9875\u3002\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u4f5c\u8005\u7684\u504f\u5411\u4e5f\u5728\u300a\u4e16\u8bf4\u65b0\u8bed\u300b\u82f1\u8bd1\u672c\u5e8f\u8a00\u4e2d\u88ab\u63d0\u53ca\uff1aRichard B. Mather\u6ce8\u610f\u5230\uff0c\u4f5c\u8005\u76f8\u5bf9\u4e8e\u201c\u8d35\u540d\u6559\u8005\u201d\uff08 adherents of conformity\uff09\uff0c\u66f4\u63a8\u5d07\u201c\u660e\u81ea\u7136\u8005\u201d\uff08 adherents of naturalness\uff09\u3002\u53c2\u89c1Richard B. Mather,\u201cIntroduction: The World of the Shih-Shuo Hsin-Y\u00fc,\u201d in <em>Shih-Shuo Hsin-Y\u00fc: A New Account of Tales of the World<\/em>, p. xviii\u3002<\/p>\n\n\n\n<p>[63]\u7530\u4f59\u5e86\uff1a\u300a\u4e1c\u664b\u95e8\u9600\u653f\u6cbb\u300b\uff0c\u7b2c1\u20142\u9875\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>\u6570\u5b57\u53f2\u5b66 \u5c1a\u95fb\u4e00 \/ \u7f8e\u56fd\u4f0a\u5229\u8bfa\u4f0a\u5927\u5b66\u5384\u5df4\u7eb3-\u9999\u69df\u5206\u6821 \u6851\u6893\u6d32 \/ \u7f8e\u56fd\u4f0a\u5229\u8bfa\u4f0a\u5927\u5b66\u5384\u5df4\u7eb3-\u9999\u69df\u5206\u6821 \u6458\u3000\u8981\uff1a [&hellip;]<\/p>","protected":false},"author":3,"featured_media":24945,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[4931],"tags":[5626,5625,94,5624],"class_list":["post-24913","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-4931","tag-5626","tag-5625","tag-94","tag-5624"],"blocksy_meta":{"styles_descriptor":{"styles":{"desktop":"","tablet":"","mobile":""},"google_fonts":[],"version":6}},"_links":{"self":[{"href":"https:\/\/achieve.dhcn.cn\/en\/wp-json\/wp\/v2\/posts\/24913","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/achieve.dhcn.cn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/achieve.dhcn.cn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/achieve.dhcn.cn\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/achieve.dhcn.cn\/en\/wp-json\/wp\/v2\/comments?post=24913"}],"version-history":[{"count":1,"href":"https:\/\/achieve.dhcn.cn\/en\/wp-json\/wp\/v2\/posts\/24913\/revisions"}],"predecessor-version":[{"id":24946,"href":"https:\/\/achieve.dhcn.cn\/en\/wp-json\/wp\/v2\/posts\/24913\/revisions\/24946"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/achieve.dhcn.cn\/en\/wp-json\/wp\/v2\/media\/24945"}],"wp:attachment":[{"href":"https:\/\/achieve.dhcn.cn\/en\/wp-json\/wp\/v2\/media?parent=24913"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/achieve.dhcn.cn\/en\/wp-json\/wp\/v2\/categories?post=24913"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/achieve.dhcn.cn\/en\/wp-json\/wp\/v2\/tags?post=24913"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}