{"id":58224,"date":"2025-04-07T19:36:30","date_gmt":"2025-04-07T11:36:30","guid":{"rendered":"https:\/\/swarma.org\/?p=58224"},"modified":"2025-04-07T19:36:30","modified_gmt":"2025-04-07T11:36:30","slug":"ieee%e9%80%9f%e9%80%92%ef%bc%9a%e4%bb%8e%e8%be%b9%e5%88%b0%e6%a8%a1%e4%bd%93%ef%bc%88motif%ef%bc%89%ef%bc%8c%e9%ab%98%e9%98%b6%e7%a4%be%e7%be%a4%e6%a3%80%e6%b5%8b","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=58224","title":{"rendered":"IEEE\u901f\u9012\uff1a\u4ece\u201c\u8fb9\u201d\u5230\u201c\u6a21\u4f53\u201d\uff08motif\uff09\uff0c\u9ad8\u9636\u793e\u7fa4\u68c0\u6d4b\u7684\u65b0\u89c6\u89d2"},"content":{"rendered":"
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\u6700\u8fd1\uff0c\u57fa\u4e8e\u7f51\u7edc\u6a21\u4f53\uff08network motifs\uff09\u7684\u9ad8\u9636\u793e\u7fa4\u68c0\u6d4b\u53d7\u5230\u4e86\u8d8a\u6765\u8d8a\u591a\u7684\u5173\u6ce8\uff0c\u56e0\u4e3a\u57fa\u4e8e\u6a21\u4f53\u7684\u793e\u7fa4\u4e0d\u4ec5\u53cd\u6620\u4e86\u4ecb\u89c2\u7ed3\u6784\uff08mesoscale structures\uff09\uff0c\u8fd8\u4f53\u73b0\u4e86\u771f\u5b9e\u7f51\u7edc\u7684\u529f\u80fd\u7279\u5f81\u3002\u5728\u8fd9\u9879\u7814\u7a76\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u9488\u5bf9\u57fa\u4e8e\u6a21\u4f53\u7684\u793e\u7fa4\u68c0\u6d4b\u7684\u6a21\u5757\u5ea6\u4f18\u5316\u65b9\u6cd5\uff08Modularity Optimization method for Motif-based Community Detection\uff0cMOMCD\uff09\u3002\u4e3a\u5b9e\u73b0\u903c\u8fd1\u6a21\u5757\u4f18\u5316\u7684\u5168\u5c40\u6700\u4f18\u89e3\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u6539\u8fdb\u7684\u81ea\u7136\u542f\u53d1\u5f0f\u5143\u542f\u53d1\u5f0f\u7b97\u6cd5\uff08nature-inspired metaheuristic algorithm\uff09\u4f5c\u4e3a\u4f18\u5316\u7b56\u7565\u3002\u6b64\u5916\uff0c\u901a\u8fc7\u7efc\u5408\u5229\u7528\u57fa\u4e8e\u6a21\u4f53\uff08\u9ad8\u9636\uff09\u548c\u57fa\u4e8e\u8fb9\uff08\u4f4e\u9636\uff09\u7684\u7ed3\u6784\u4fe1\u606f\uff0c\u8fd8\u8bbe\u8ba1\u4e86\u90bb\u57df\u793e\u7fa4\u4fee\u6539\u7b97\u5b50\u548c\u5c40\u90e8\u641c\u7d22\u7b97\u5b50\uff0c\u4ee5\u63d0\u9ad8\u4e2a\u4f53\u7684\u8d28\u91cf\u5e76\u4fc3\u8fdbMOMCD\u7684\u6536\u655b\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0cMOMCD\u5728\u4ece\u4eba\u5de5\u5408\u6210\u548c\u771f\u5b9e\u7f51\u7edc\u4e2d\u8bc6\u522b\u57fa\u4e8e\u6a21\u4f53\u7684\u793e\u7fa4\u65b9\u9762\u5177\u6709\u826f\u597d\u7684\u524d\u666f\u548c\u7ade\u4e89\u529b\uff0c\u5728\u8d28\u91cf\u548c\u51c6\u786e\u6027\u4e0a\u4f18\u4e8e\u73b0\u6709\u7684\u5148\u8fdb\u65b9\u6cd5\uff0c\u5e76\u52a0\u6df1\u4e86\u6211\u4eec\u5bf9\u7f51\u7edc\u7ed3\u6784\u548c\u529f\u80fd\u7279\u5f81\u7684\u7406\u89e3\u3002<\/span><\/span><\/strong><\/p>\n<\/section>\n

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\u7814\u7a76\u9886\u57df\uff1a<\/span><\/strong><\/span><\/strong><\/strong><\/strong>\u9ad8\u9636\u793e\u7fa4\u68c0\u6d4b\uff0c\u7f51\u7edc\u6a21\u4f53\uff08motif\uff09\uff0c\u6a21\u5757\u5ea6\u4f18\u5316\uff08modularity optimization\uff09\uff0c\u81ea\u7136\u542f\u53d1\u7684\u5143\u542f\u53d1\u7b97\u6cd5\uff08nature-inspired metaheuristic\uff09<\/span><\/span><\/strong><\/section>\n<\/section>\n
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\u8bba\u6587\u9898\u76ee\uff1aHigher-order Community Detection by Motif-based Modularity Optimization<\/span><\/span><\/section>\n
\u53d1\u8868\u65f6\u95f4\uff1a2025\u5e742\u670820\u65e5<\/span><\/span><\/section>\n
\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/ieeexplore.ieee.org\/document\/10896785<\/span><\/span><\/section>\n
\u671f\u520a\u540d\u79f0\uff1aIEEE<\/span> Transactions on Big Data<\/span><\/em><\/span><\/section>\n<\/blockquote>\n

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\u5728\u590d\u6742\u7f51\u7edc\u4e2d\uff0c\u793e\u7fa4\u7ed3\u6784\u662f\u7406\u89e3\u7cfb\u7edf\u62d3\u6251\u548c\u529f\u80fd\u7279\u5f81\u7684\u5173\u952e\u3002\u4f20\u7edf\u793e\u7fa4\u68c0\u6d4b\u65b9\u6cd5\u591a\u57fa\u4e8e\u8282\u70b9\u548c\u8fb9\u7684\u4f4e\u9636\u8fde\u63a5\u6a21\u5f0f\uff0c\u5374\u5ffd\u89c6\u4e86\u771f\u5b9e\u7f51\u7edc\u4e2d\u5e7f\u6cdb\u5b58\u5728\u7684\u9ad8\u9636\u7ed3\u6784\u2014\u2014\u7f51\u7edc\u6a21\u4f53<\/span><\/span>\uff08motif\uff09<\/span><\/span>\u3002\u6a21\u4f53\u662f\u9891\u7e41\u51fa\u73b0\u7684\u7279\u5b9a\u5b50\u56fe\uff0c\u5982\u4e09\u89d2\u5f62\u6216\u94fe\u5f0f\u7ed3\u6784\uff0c\u88ab\u8ba4\u4e3a\u662f\u7f51\u7edc\u7684\u201c\u529f\u80fd\u5355\u5143\u201d\uff0c\u4f8b\u5982\uff0c\u80fd\u8868\u793a\u57fa\u56e0\u8c03\u63a7\u4e2d\u7684\u4fe1\u53f7\u901a\u8def\u6216\u793e\u4ea4\u7f51\u7edc\u4e2d\u7684\u4fe1\u606f\u4f20\u64ad\u6a21\u5f0f\u3002\u7136\u800c\uff0c\u57fa\u4e8e\u6a21\u4f53\u7684\u9ad8\u9636\u793e\u7fa4\u68c0\u6d4b\u9762\u4e34\u4e24\u5927\u6311\u6218\uff1a\u5168\u5c40\u4f18\u5316\u80fd\u529b\u4e0d\u8db3<\/span><\/span>\uff08\u6613\u9677\u5165\u5c40\u90e8\u6700\u4f18\uff09<\/span><\/span>\u548c\u9ad8\u4f4e\u9636\u7ed3\u6784\u4fe1\u606f\u5229\u7528\u4e0d\u5145\u5206<\/span><\/span>\uff08\u5b64\u7acb\u8282\u70b9\u96be\u4ee5\u5904\u7406\uff09<\/span><\/span>\u3002<\/span><\/span><\/section>\n

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\u9488\u5bf9\u4ee5\u4e0a\u95ee\u9898\uff0cIEEE <\/span>Transactions on Big Data<\/span><\/em>\u7684\u4e00\u7bc7\u7814\u7a76\u63d0\u51fa\u4e86\u4e00\u79cd\u521b\u65b0\u65b9\u6cd5MOMCD<\/span><\/span>\uff08Motif-based Modularity Community Detection\uff09<\/span><\/span>\uff0c\u901a\u8fc7\u7ed3\u5408\u81ea\u7136\u542f\u53d1\u7b97\u6cd5\u4e0e\u7ed3\u6784\u4fe1\u606f\u878d\u5408\u7b56\u7565\uff0c\u663e\u8457\u63d0\u5347\u4e86\u9ad8\u9636\u793e\u7fa4\u68c0\u6d4b\u7684\u7cbe\u5ea6\u548c\u7a33\u5b9a\u6027\uff0c\u4e3a\u7f51\u7edc\u79d1\u5b66\u9886\u57df\u63d0\u4f9b\u4e86\u65b0\u7684\u5de5\u5177\u548c\u6d1e\u89c1\u3002<\/span><\/span><\/section>\n

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