{"id":37878,"date":"2022-10-14T19:19:11","date_gmt":"2022-10-14T11:19:11","guid":{"rendered":"https:\/\/swarma.org\/?p=37878"},"modified":"2022-10-14T19:19:11","modified_gmt":"2022-10-14T11:19:11","slug":"motif%e5%b1%80%e9%83%a8%e7%a4%be%e5%8c%ba%e5%8f%91%e7%8e%b0-mappr%e7%ae%97%e6%b3%95","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=37878","title":{"rendered":"motif\u5c40\u90e8\u793e\u533a\u53d1\u73b0\u2014\u2014MAPPR\u7b97\u6cd5"},"content":{"rendered":"<div class='wxsyncmain'>\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);visibility: visible;margin-bottom: 0px;\" data-mpa-powered-by=\"yiban.io\">\n<section style=\"outline: 0px;display: inline-block;width: 661px;vertical-align: top;background-color: rgb(246, 246, 246);visibility: visible;\">\n<section style=\"outline: 0px;visibility: visible;\">\n<p 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visible;\"><span style=\"letter-spacing: 0.544px;line-height: 26px;font-weight: 700;min-height: 0px;background-image: none;background-clip: border-box;background-position: 0% 0%;background-repeat: repeat;background-size: auto;border-width: 0px;border-style: none;border-color: rgb(63, 63, 63);bottom: auto;height: auto;left: auto;max-height: none;min-width: 0px;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);top: auto;z-index: auto;visibility: visible;clear: 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visible;\"><\/strong><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 0pt;margin-bottom: 0pt;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(73, 73, 73);line-height: 1.7;font-family: PingFangSC-light;background-color: rgb(255, 255, 255);text-align: right;visibility: visible;\">\n<p style=\"outline: 0px;visibility: visible;\"><span style=\"font-size: 13px;letter-spacing: 0.544px;\">\u65e0\u77e5\u5f71<\/span><span style=\"font-size: 13px;font-weight: bold;color: rgb(73, 73, 73);font-family: PingFangSC-light;letter-spacing: 0.544px;text-align: right;background-color: rgb(255, 255, 255);outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;color: rgb(0, 0, 0);visibility: visible;\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-family: PingFangSC-light;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: right;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-size: 16px;font-weight: bold;background-color: rgb(255, 255, 255);outline: 0px;visibility: visible;overflow-wrap: break-word !important;box-sizing: border-box !important;\">&nbsp;<\/span><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-family: PingFangSC-light;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: right;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-weight: bold;background-color: rgb(255, 255, 255);outline: 0px;visibility: visible;overflow-wrap: break-word !important;box-sizing: border-box !important;\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;color: rgb(0, 0, 0);visibility: visible;\">| \u4f5c\u8005<\/strong><\/span><\/strong><\/span><strong style=\"font-size: 13px;letter-spacing: 0.544px;outline: 0px;color: rgb(0, 0, 0);visibility: visible;\"><\/strong><\/p>\n<p style=\"outline: 0px;visibility: visible;\"><span style=\"font-size: 13px;letter-spacing: 0.544px;\">\u9093\u4e00\u96ea<\/span><strong style=\"font-size: 13px;letter-spacing: 0.544px;outline: 0px;color: rgb(0, 0, 0);visibility: visible;\"><span style=\"color: rgb(73, 73, 73);letter-spacing: 0.544px;outline: 0px;font-size: 16px;visibility: visible;\">&nbsp;<\/span><span style=\"color: rgb(73, 73, 73);letter-spacing: 0.544px;outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;color: rgb(0, 0, 0);visibility: visible;\">| <\/strong><\/span>\u7f16\u8f91<\/strong><\/p>\n<p style=\"font-size: 11pt;outline: 0px;visibility: visible;\"><br  \/><\/p>\n<\/section>\n<p style=\"text-align: center;margin-bottom: 0em;\"><br  \/><\/p>\n<p style=\"text-align: center;margin-bottom: 0em;\"><br  \/><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.7522935779816514\"  data-type=\"png\" data-w=\"654\" style=\"width: 434px;height: 326px;\" src=\"\/wp-content\/uploads\/2022\/10\/wxsync-2022-10-aa997a0b34cbfc3083b10db8a0f82146.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u793e\u533a\u53d1\u73b0\u4e00\u76f4\u662f\u56fe\u6570\u636e\u6316\u6398\u7684\u91cd\u8981\u9635\u5730\u4e4b\u4e00\uff0c\u7136\u800c\u73b0\u6709\u7b97\u6cd5\u5927\u591a\u662f\u5c06\u5168\u56fe\u4e3a\u8f93\u5165\uff0c\u8fd9\u5bf9\u5904\u7406\u8d85\u5927\u578b\u7f51\u7edc\u800c\u8a00\u5341\u5206\u4e0d\u5229\u3002\u4e8b\u5b9e\u4e0a\uff0c\u5728\u76f8\u5f53\u591a\u7684\u573a\u666f\u4e0b\uff0c\u4f8b\u5982\u975e\u6cd5\u56e2\u4f19\u68c0\u6d4b\u4efb\u52a1\uff0c\u6211\u4eec\u53ea\u9700\u8981\u5bf9\u975e\u6cd5\u8282\u70b9\u6240\u5728\u793e\u533a\u8fdb\u884c\u68c0\u6d4b\u5373\u53ef\uff0c\u800c\u5c40\u90e8\u793e\u533a\u53d1\u73b0\u6b63\u662f\u901a\u8fc7\u63a2\u7d22\u56fe\u7684\u4e00\u4e2a\u5c0f\u533a\u57df\u6765\u53d1\u73b0\u793e\u533a\uff0c\u8fd9\u79cd\u65b9\u6cd5\u80fd\u6781\u5927\u63d0\u9ad8\u8ba1\u7b97\u901f\u5ea6\u3002\u672c\u6587\u4ecb\u7ecd\u4e00\u7bc7\u6765\u81ea\u65af\u5766\u798f\u5927\u725bJure Leskovec\u56e2\u961f\u53d1\u8868\u4e8e2017\u5e74KDD\u4e0a\u7684\u8bba\u6587\uff0c\u6587\u4e2d\u63d0\u51fa\u7684\u65b9\u6cd5\u80fd\u591f\u878d\u5165\u66f4\u9ad8\u9636\u7684\u7f51\u7edc\u4fe1\u606f\u6765\u89e3\u51b3\u5c40\u90e8\u793e\u533a\u53d1\u73b0\u95ee\u9898\uff1a<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;text-align: left;\"><span style=\"font-size: 15px;color: rgb(136, 136, 136);\"><\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"89\" data-source-title=\"\">\n<section class=\"js_blockquote_digest\">\n<section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;text-align: left;\"><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\u8bba\u6587\u9898\u76ee\uff1a<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;text-align: left;\"><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">Local Higher-Order Graph Clustering<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;text-align: left;\"><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\u8bba\u6587\u5730\u5740\uff1a<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;text-align: left;\"><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">https:\/\/dl.acm.org\/doi\/10.1145\/3097983.3098069<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u8bba\u6587\u7684\u76f8\u5173\u4ee3\u7801\u53ef\u4ee5\u5728\u65af\u5766\u798f\u7684SNAP\u4e2d\u627e\u5230\uff09<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;outline: 0px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);\">\n<section style=\"padding-right: 6px;padding-left: 6px;outline: 0px;display: inline-block;width: 661px;vertical-align: top;border-left: 5px solid rgb(33, 166, 210);border-bottom-left-radius: 0px;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\">\u8bba\u6587\u8d21\u732e<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;outline: 0px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);\">\n<p style=\"outline: 0px;\"><br  \/><\/p>\n<\/section>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: disc;margin-left: 8px;margin-right: 8px;\">\n<li>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px;margin-bottom: 8px;text-align: left;\"><span style=\"font-size: 15px;\">\u4f7f\u7528motif\u8ba1\u7b97\u8fd1\u4f3cPPR\u5411\u91cf\u5373MAPPR\uff0c\u6539\u8fdb\u4e86\u5c40\u90e8\u793e\u533a\u53d1\u73b0\u7b97\u6cd5<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px;margin-bottom: 8px;\"><span style=\"font-size: 15px;\">\u63d0\u51fa\u4e86\u5c40\u90e8\u793e\u533a\u53d1\u73b0\u7684\u9009\u79cd\u7b56\u7565<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px;margin-bottom: 8px;\"><span style=\"font-size: 15px;\">\u5728\u5b9e\u9a8c\u4e2d\u5bf9\u6bd4\u4e86\u5176\u4ed6\u7b97\u6cd5\uff0c\u8bc1\u660e\u4e86MAPPR\u5c40\u90e8\u793e\u533a\u53d1\u73b0\u7684\u6709\u6548\u6027<\/span><\/p>\n<\/li>\n<\/ul>\n<p><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/p>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;outline: 0px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);\">\n<section style=\"padding-right: 6px;padding-left: 6px;outline: 0px;display: inline-block;width: 661px;vertical-align: top;border-left: 5px solid rgb(33, 166, 210);border-bottom-left-radius: 0px;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\">\u76f8\u5173\u80cc\u666f\u77e5\u8bc6<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;outline: 0px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);\">\n<p style=\"outline: 0px;\"><br  \/><\/p>\n<\/section>\n<h3 style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><strong><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">cut\u3001volume\u548cconductance<\/span><\/strong><\/h3>\n<section style=\"margin-bottom: 0px;\"><strong><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/strong><\/section>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: disc;margin-left: 8px;margin-right: 8px;\">\n<li>\n<section style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;\">cut\uff1a\u5bf9\u4e8e\u67d0\u4e2a\u8282\u70b9\u96c6\u5408S\u800c\u8a00\uff0c\u4ec5\u6709\u4e00\u4e2a\u7aef\u70b9S\u5185\u7684\u8fb9\u7684\u6570\u91cf\u79f0\u4e3aS\u7684cut<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\"> (\u8bd1\u4e3a\u201c\u5272\u201d)<\/span><span style=\"font-size: 15px;\">\uff0c\u53ef\u4ee5\u8868\u793a\u4e3acut(S)<\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;\">volume\uff1a\u5bf9\u4e8e\u67d0\u4e2a\u8282\u70b9\u96c6\u5408S\u800c\u8a00\uff0c\u6709\u7aef\u70b9\u5728S\u5185\u7684\u8fb9\u7684\u6570\u91cf\u79f0\u4e3aS\u7684volume<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\"> (\u8bd1\u4e3a\u201c\u5bb9\u91cf\u201c)<\/span><span style=\"font-size: 15px;\">\uff0c\u53ef\u4ee5\u8868\u793a\u4e3a<span style=\"font-size: 12px;\"><sub><img class=\"rich_pages wxw-img\" data-ratio=\"0.16774193548387098\"  data-type=\"png\" data-w=\"310\" data-width=\"123px\" style=\"vertical-align: inherit;width: 110px;height: 20px;\" width=\"123\" src=\"\/wp-content\/uploads\/2022\/10\/wxsync-2022-10-ece79969f52629f7b224128abd94ddae.png\"  \/><\/sub><\/span>\uff0c d<span style=\"font-size: 12px;\"><sub>u<\/sub><\/span>&nbsp;\u6307\u7684\u662f\u8282\u70b9u\u7684\u5ea6<\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;\">conductance\uff1a\u5bf9\u4e8e\u67d0\u4e2a\u8282\u70b9\u96c6\u5408S\u800c\u8a00\uff0c\u5b83\u7684conductance<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\"> (\u8bd1\u4f5c\u201c\u7535\u5bfc\u7387\u201d) <\/span><span style=\"font-size: 15px;\">\u53ef\u4ee5\u8868\u793a\u4e3a\uff1a<span style=\"font-size: 12px;\"><sub><img class=\"rich_pages wxw-img\" data-ratio=\"0.19736842105263158\"  data-type=\"png\" data-w=\"456\" data-width=\"121px\" style=\"vertical-align: inherit;width: 121px;\" width=\"121\" src=\"\/wp-content\/uploads\/2022\/10\/wxsync-2022-10-ef83fed4a9b7de7d284f20d3f57c4edc.png\"  \/><\/sub><\/span>\uff1b\u5728\u5c40\u90e8\u793e\u533a\u53d1\u73b0\u7b97\u6cd5\u4e2d\uff0c\u6211\u4eec\u901a\u5e38\u8981\u6c42\u5c40\u90e8\u793e\u533a\u9700\u8981\u6709\u6bd4\u8f83\u5c0f\u7684conductance<\/span><\/section>\n<\/li>\n<\/ul>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><strong><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u4e3e\u4e2a\u6817\u5b50\uff1a<\/span><\/strong><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u5bf9\u4e8e\u4e0b\u56fe\u4e2d\u7ea2\u8272\u5708\u8d77\u6765\u8282\u70b9\u96c6\u5408S\uff0ccut(S)=4,&nbsp;volume(S)=20,&nbsp;conductance(S)=4\/20<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.7522935779816514\"  data-type=\"png\" data-w=\"654\" style=\"width: 418px;height: 314px;\" src=\"\/wp-content\/uploads\/2022\/10\/wxsync-2022-10-aa997a0b34cbfc3083b10db8a0f82146.png\"  \/><\/section>\n<h3 style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><br  \/><\/h3>\n<h3 style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><strong><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">motif\u3001motif cut\u3001motif volume\u548cmotif conductance<\/span><\/strong><\/h3>\n<section style=\"margin-bottom: 8px;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/section>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: disc;margin-left: 8px;margin-right: 8px;\">\n<li>\n<h3 style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">motif\uff1a<span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\u5728\u56fe\u4e2d\u91cd\u590d\u51fa\u73b0\u7684\uff0c\u5177\u6709\u663e\u8457\u610f\u4e49\u7684\u8fde\u63a5\u6a21\u5f0f<\/span><\/span><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u5176\u5b9e\u5c31\u662f\u56fe\u4e2d\u53cd\u590d\u51fa\u73b0\u7684\u5c0f\u578b\u5b50\u56fe\uff0c\u7c7b\u4f3cDNA\u7684\u67d0\u4e9b\u57fa\u56e0\u7247\u6bb5\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\uff0c\u6bd4\u5982\u4e0b\u9762\u8fd9\u4e09\u79cd\uff1a<\/span><\/h3>\n<\/li>\n<\/ul>\n<section style=\"line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<p style=\"line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.28738317757009346\"  data-type=\"png\" data-w=\"856\" src=\"\/wp-content\/uploads\/2022\/10\/wxsync-2022-10-2c13c037795dd11144ac8192463c779d.png\"  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u8fd9\u4e9b\u90fd\u53eb\u4e09\u89d2\u6a21\u4f53<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\"> (motif)<\/span><\/p>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: disc;margin-left: 8px;margin-right: 8px;\">\n<li>\n<section style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;\">motif cut\uff1a\u5bf9\u4e8e\u67d0\u4e2a\u8282\u70b9\u96c6\u5408S\u800c\u8a00\uff0cmotif cut\u6307\u4ec5\u6709\u90e8\u5206\u7aef\u70b9\u5728S\u4e2d\u7684motif\u7684\u6570\u91cf\uff0c\u53ef\u4ee5\u8868\u793a\u4e3acut<span style=\"font-size: 12px;\"><sub>M<\/sub><\/span>(S)<\/span><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;\">motif volume\uff1a\u5bf9\u4e8e\u67d0\u4e2a\u8282\u70b9\u96c6\u5408S\u800c\u8a00\uff0cmotif volume\u6307S\u4e2d\u6240\u5360\u7684motif\u7aef\u70b9\u6570\u91cf\uff0c\u53ef\u4ee5\u8868\u793a\u4e3avol<span style=\"font-size: 12px;\"><sub>M<\/sub><\/span>(S)<\/span><\/section>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">motif conductance\uff1a\u5bf9\u4e8e\u67d0\u4e2a\u8282\u70b9\u96c6\u5408S\u800c\u8a00\uff0c\u5b83\u7684conductance<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\"> (\u8bd1\u4f5c\u201c\u7535\u5bfc\u7387\u201d) <\/span><span style=\"font-size: 15px;\">\u53ef\u4ee5\u8868\u793a\u4e3a\uff1a<span style=\"font-size: 12px;\"><sub><img class=\"rich_pages wxw-img\" data-ratio=\"0.16605166051660517\"  data-type=\"png\" data-w=\"542\" data-width=\"167px\" style=\"vertical-align: inherit;width: 167px;\" width=\"167\" src=\"\/wp-content\/uploads\/2022\/10\/wxsync-2022-10-14f0f7c913c77f29e25faeef779d4def.png\"  \/><\/sub><\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><strong><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u4e3e\u4e2a\u6817\u5b50\uff1a<\/span><\/strong><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u5bf9\u4e8e\u4e0b\u56fe\u4e2d\u7ea2\u8272\u5708\u8d77\u6765\u8282\u70b9\u96c6\u5408S\uff0ccut<span style=\"font-size: 12px;\"><sub>M<\/sub><\/span>(S)=1,&nbsp;volume<span style=\"font-size: 12px;\"><sub>M<\/sub><\/span>(S)=11, conductance<span style=\"font-size: 12px;\"><sub>M<\/sub><\/span>(S)=1\/11<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.724009900990099\"  data-type=\"png\" data-w=\"808\" style=\"width: 348px;height: 252px;\" src=\"\/wp-content\/uploads\/2022\/10\/wxsync-2022-10-9e9d26f87a297b56074775d14f44c5ff.png\"  \/><\/section>\n<h2 style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><br  \/><\/h2>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;outline: 0px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);\">\n<section style=\"padding-right: 6px;padding-left: 6px;outline: 0px;display: inline-block;width: 661px;vertical-align: top;border-left: 5px solid rgb(33, 166, 210);border-bottom-left-radius: 0px;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\">\u5c40\u90e8\u793e\u533a\u53d1\u73b0\uff1aMAPPR\u7b97\u6cd5<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-bottom: 0px;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;\"><span style=\"color: rgb(63, 63, 63);\">\u5728\u4e4b\u524d\u7684<\/span>ACL\u7b97\u6cd5<span style=\"color: rgb(63, 63, 63);\">\u4e2d\u6211\u4eec\u66fe\u4ecb\u7ecd\u8fc7Personalized PageRank\u548cPPR\u5411\u91cf\uff0c\u7b80\u5355\u6765\u8bf4PPR\u5411\u91cf\u662f\u5bf9\u4e8e\u7f51\u7edc\u4e2d\u67d0\u4e2a\u8282\u70b9\u800c\u8a00\uff0c\u5176\u4ed6\u8282\u70b9\u7684\u91cd\u8981\u6027\uff0c\u60f3\u8981\u5229\u7528PPR\u5411\u91cf\u8fdb\u884c\u5c40\u90e8\u793e\u533a\u53d1\u73b0\u53ea\u9700sweep\u8fc7\u7a0b<\/span><\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\"> (sweep procedure)<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff0c\u8be5\u8fc7\u7a0b\u6709\u4ee5\u4e0b\u4e09\u4e2a\u6b65\u9aa4\uff1a<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(63, 63, 63);font-size: 15px;\">1. \u65e2\u7136PPR\u80fd\u591f\u8868\u793a\u7f51\u7edc\u4e2d\u7684\u5176\u4ed6\u8282\u70b9\u5bf9\u67d0\u4e2a\u8282\u70b9n\u7684\u91cd\u8981\u6027\uff0c\u90a3\u4e48\u6211\u4eec\u5c31\u53ef\u4ee5\u6309\u7167\u91cd\u8981\u6027\u4ece\u9ad8\u5230\u4f4e\u7684\u987a\u5e8f\uff0c\u4f9d\u6b21\u5c1d\u8bd5\u5c06\u5176\u4ed6\u8282\u70b9\u62c9\u5165n\u6240\u5728\u7684\u5c40\u90e8\u793e\u533a\u3002<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(63, 63, 63);font-size: 15px;\">2. \u5728\u6b64\u8fc7\u7a0b\u4e2d\u5982\u679c\u67d0\u4e2a\u8282\u70b9\u7684\u52a0\u5165\u4f7f\u5f97\u5c40\u90e8\u793e\u533aconductance\u51cf\u5c0f\uff0c\u6211\u4eec\u5c31\u5c06\u5b83\u6b63\u5f0f\u62c9\u8fdb\u8fd9\u4e2a\u5c40\u90e8\u793e\u533a\u3002<\/span><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(63, 63, 63);font-size: 15px;\">3. \u8fbe\u5230\u6536\u655b\u6761\u4ef6\u540e\uff0c\u5c40\u90e8\u793e\u533a\u5c06\u5212\u5206\u5b8c\u6210\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><br  \/><\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;margin-bottom: 8px;\"><strong><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u53ea\u9700\u8981\u5bf9\u4e0a\u8ff0\u8fc7\u7a0b\u8fdb\u884c\u7b80\u5355\u7684\u6539\u8fdb\u5373\u53ef\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(63, 63, 63);font-size: 15px;\">1. \u6784\u5efa\u4e00\u4e2a\u52a0\u6743\u56feW\uff0c\u5176\u90bb\u63a5\u77e9\u9635\u5143\u7d20W<span style=\"font-size: 12px;\"><sub>ij<\/sub><\/span>\u8868\u793a\u4e3a\u8282\u70b9i\u548cj\u5171\u540c\u4f5c\u4e3amotif\u7aef\u70b9\u7684\u6b21\u6570<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(63, 63, 63);font-size: 15px;\">2. \u5728\u8fd9\u4e2a\u52a0\u6743\u56fe\u4e0a\u8ba1\u7b97MAPPR\u5411\u91cf<\/span><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(63, 63, 63);font-size: 15px;\">3. \u5c06\u7b2c2\u6b65\u5f97\u5230\u7684PPR\u5411\u91cf\u7528\u4e8esweep\u8fc7\u7a0b\u8fdb\u884c\u5c40\u90e8\u793e\u533a\u53d1\u73b0<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><strong><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u6539\u8fdb\u540e\u7684\u7b97\u6cd5\u6846\u67b6\u4f2a\u4ee3\u7801\u53ef\u4ee5\u8868\u793a\u4e3a\uff1a<\/span><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.5070422535211268\"  data-type=\"png\" data-w=\"994\" src=\"\/wp-content\/uploads\/2022\/10\/wxsync-2022-10-592fc2da290bbc32118c6064ffedea54.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><br  \/><\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u6539\u8fdb\u540e\u7684sweep\u8fc7\u7a0b<\/span><\/p>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: disc;margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;\">\n<section style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;\">\u03b1\u662f\u4e00\u4e2a\u8d85\u53c2\u6570\uff0c\u6587\u4e2d\u5efa\u8bae\u8bbe\u7f6e\u4e3a0.98<\/span><\/section>\n<\/li>\n<li style=\"font-size: 15px;\">\n<p style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u03b5\u662f\u4e00\u4e2a\u9608\u503c\uff0c\u6587\u4e2d\u5efa\u8bae<span style=\"font-size: 12px;\"><sub><img class=\"rich_pages wxw-img\" data-ratio=\"0.10338680926916222\"  data-type=\"png\" data-w=\"561\" data-width=\"196px\" style=\"vertical-align: inherit;width: 196px;\" width=\"196\" src=\"\/wp-content\/uploads\/2022\/10\/wxsync-2022-10-45422f93334761aaf841f6066690a94e.png\"  \/><\/sub><\/span>\uff0c\u5176\u4e2d<span style=\"font-size: 12px;\"><sub><img class=\"rich_pages wxw-img\" data-ratio=\"0.5698924731182796\"  data-type=\"png\" data-w=\"93\" data-width=\"41px\" style=\"vertical-align: inherit;width: 33px;height: 20px;\" width=\"41\" src=\"\/wp-content\/uploads\/2022\/10\/wxsync-2022-10-1f46f5ae2b1932a7d07a64c000ef0bd6.png\"  \/><img data-ratio=\"0.3954802259887006\"  data-type=\"png\" data-w=\"177\" data-width=\"60px\" style=\"vertical-align: inherit;width: 60px;\" width=\"60\" src=\"\/wp-content\/uploads\/2022\/10\/wxsync-2022-10-4fdeae016d457493bfce4a430261c69a.png\"  \/><\/sub><\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><strong><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">MAPPR\u5411\u91cf\u7684\u8ba1\u7b97<\/span><\/strong><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u53ef\u4ee5\u8868\u793a\u5982\u4e0b\uff0c\u76f8\u5bf9\u4e8eACL\u7b97\u6cd5\u800c\u8a00\uff0c\u672c\u6587\u4ec5\u4ec5\u662f\u5728<strong>push<\/strong>\u90e8\u5206\u505a\u4e86\u4fee\u6539\uff1a<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.6300403225806451\"  data-type=\"png\" data-w=\"992\" src=\"\/wp-content\/uploads\/2022\/10\/wxsync-2022-10-a12be22031a2454a114d848168ac10a0.png\"  \/><\/section>\n<p><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/p>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;outline: 0px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);\">\n<section style=\"padding-right: 6px;padding-left: 6px;outline: 0px;display: inline-block;width: 661px;vertical-align: top;border-left: 5px solid rgb(33, 166, 210);border-bottom-left-radius: 0px;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\">\u5982\u4f55\u627e\u5230\u9002\u5408\u5c40\u90e8\u793e\u533a\u53d1\u73b0\u7684\u79cd\u5b50\u8282\u70b9\uff1aLocal minima<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;outline: 0px;font-family: PingFangSC-light;font-size: 15px;white-space: normal;background-color: rgb(255, 255, 255);letter-spacing: 2px;color: rgb(255, 255, 255);line-height: 1.4;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u672c\u6587\u7684\u53e6\u4e00\u4e2a\u4eae\u70b9\u662f\u63d0\u51fa\u4e86\u5c40\u90e8\u793e\u533a\u53d1\u73b0\u7684<strong>\u9009\u79cd\u7b56\u7565<\/strong>\uff0c\u4e8b\u5b9e\u4e0a\uff0c\u9009\u62e9\u4e00\u7cfb\u5217\u201c\u597d\u79cd\u5b50\u201d\u80fd\u5927\u5927\u589e\u5f3a\u7b97\u6cd5\u7684\u6548\u679c\u3002\u4f5c\u8005\u91c7\u7528\u4e86\u4e00\u7cfb\u5217\u5b9a\u7406\u548c\u63a8\u5bfc\u6765\u8bc1\u660e\u9009\u79cd\u7b56\u7565<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u8bc1\u660e\u8fc7\u7a0b\u592a\u957f\u8fd9\u91cc\u6211\u4eec\u76f4\u63a5\u770b\u7ed3\u8bba\uff0c\u6709\u5174\u8da3\u7684\u670b\u53cb\u53ef\u4ee5\u770b\u539f\u6587\uff09<\/span><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\uff1a<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><strong><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u201c\u597d\u79cd\u5b50\u201d\u4e00\u5b9a\u662f\u56fe\u4e2d\u7684Local minima<\/span><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><strong><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u6ce8\uff1a<\/span><\/strong><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u5bf9\u4e8e\u67d0\u4e2a\u8282\u70b9u\u548cu\u7684\u90bb\u5c45\u8282\u70b9<span style=\"font-size: 12px;\"><sub><img class=\"rich_pages wxw-img\" data-ratio=\"0.3248407643312102\"  data-type=\"png\" data-w=\"157\" data-width=\"68px\" style=\"vertical-align: inherit;width: 68px;\" width=\"68\" src=\"\/wp-content\/uploads\/2022\/10\/wxsync-2022-10-eae32221c67681452b3c9ceeaf5ace3b.png\"  \/><\/sub><\/span>\u800c\u8a00\uff0c\u82e5<span style=\"font-size: 12px;\"><sub><img data-ratio=\"0.15326633165829145\"  data-type=\"png\" data-w=\"398\" data-width=\"152px\" style=\"vertical-align: inherit;width: 152px;\" width=\"152\" src=\"\/wp-content\/uploads\/2022\/10\/wxsync-2022-10-d4dac7bcec2c14b6e0705e1952109bb5.png\"  \/><\/sub><\/span>\uff0c\u5219\u79f0\u8282\u70b9u\u662fLocal minima<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;outline: 0px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);\">\n<section style=\"padding-right: 6px;padding-left: 6px;outline: 0px;display: inline-block;width: 661px;vertical-align: top;border-left: 5px solid rgb(33, 166, 210);border-bottom-left-radius: 0px;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\">\u5b9e\u9a8c<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;outline: 0px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);\">\n<p style=\"outline: 0px;\"><br  \/><\/p>\n<\/section>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: disc;margin-left: 8px;margin-right: 8px;\">\n<li>\n<h2 style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><strong><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">Planted partition model<\/span><\/strong><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u548c<\/span><strong><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">LFR model<\/span><\/strong><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u662f\u56fe\u7684\u751f\u6210\u6a21\u578b\uff0c\u8be5\u7c7b\u6a21\u578b\u53ef\u4ee5\u751f\u6210\u5177\u6709\u793e\u533a\u7ed3\u6784\u7684\u7f51\u7edc\uff0c\u5176\u53c2\u6570\u03bc\u63a7\u5236\u4e86\u793e\u533a\u7684\u91cd\u53e0\u7a0b\u5ea6\uff0c\u03bc\u8d8a\u5927\uff0c\u56fe\u4e2d\u7684\u793e\u533a\u91cd\u53e0\u7a0b\u5ea6\u8d8a\u9ad8\uff0c\u8fdb\u800c\u793e\u533a\u8d8a\u96be\u88ab\u68c0\u6d4b\u51fa\u6765\u3002<span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\u4e0b\u56fe\u4e2d\u84dd\u8272\u66f2\u7ebf\u8868\u793aMAPPR\u5c40\u90e8\u793e\u533a\u53d1\u73b0\uff0c\u7ea2\u8272\u66f2\u7ebf\u8868\u793aACL\u5c40\u90e8\u793e\u533a\u53d1\u73b0\u7b97\u6cd5\uff0c\u5bf9\u6bd4\u53ef\u4ee5\u770b\u51fa<strong>MAPPR\u5c40\u90e8\u793e\u533a\u53d1\u73b0\u80fd\u591f\u5728\u66f4\u590d\u6742\u7684\u56fe\u4e2d\u53d1\u6398\u51fa\u793e\u533a\u7ed3\u6784<\/strong>\u3002<\/span><\/span><\/h2>\n<p><br  \/><\/p>\n<\/li>\n<\/ul>\n<section style=\"line-height: 1.75em;text-align: center;margin-left: 8px;margin-right: 8px;\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.7549295774647887\"  data-type=\"png\" data-w=\"710\" style=\"width: 413px;height: 312px;\" src=\"\/wp-content\/uploads\/2022\/10\/wxsync-2022-10-ff5d79e0145b625a4dba544d5d3394c3.png\"  \/><\/section>\n<p style=\"margin-bottom: 0px;white-space: normal;line-height: 1.75em;text-align: center;margin-left: 8px;margin-right: 8px;\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.6929577464788732\"  data-type=\"png\" data-w=\"710\" style=\"width: 421px;height: 292px;\" src=\"\/wp-content\/uploads\/2022\/10\/wxsync-2022-10-df454dffb8f244e402df6b6dd1663edc.png\"  \/><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><br  \/><\/section>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: disc;margin-left: 8px;margin-right: 8px;\">\n<li style=\"color: rgb(63, 63, 63);font-size: 15px;\">\n<p style=\"line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u63a5\u4e0b\u6765\u7684\u5b9e\u9a8c\u5728\u51e0\u4e2a\u771f\u5b9e\u7684\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\uff0c\u4f5c\u8005\u9996\u5148\u4f7f\u7528<strong>\u65e0\u5411motif\u7684MAPPR\u5c40\u90e8\u793e\u533a\u53d1\u73b0<\/strong>\u8fdb\u884c\u5bf9\u6bd4\u5b9e\u9a8c\uff0c\u53ef\u4ee5\u770b\u5230\u7b97\u6cd5\u5728\u7edd\u5927\u591a\u6570\u6570\u636e\u96c6\u4e0a\u90fd\u53d6\u5f97\u4e86\u63d0\u5347<\/span><\/p>\n<\/li>\n<\/ul>\n<section style=\"line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px;\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.21200311769290725\"  data-type=\"png\" data-w=\"1283\" src=\"\/wp-content\/uploads\/2022\/10\/wxsync-2022-10-eb329a13256f8e3f4625746b8a5e17f5.png\"  \/><\/section>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: disc;margin-left: 8px;margin-right: 8px;\">\n<li>\n<p style=\"line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u968f\u540e\u4f5c\u8005\u4e5f\u4f7f<\/span><span style=\"font-size: 15px;\">\u7528\u4e86<strong>\u6709\u5411motif\u7684MAPPR\u5c40\u90e8\u793e\u533a\u53d1\u73b0<\/strong>\u8fdb\u884c\u5bf9\u6bd4\u5b9e\u9a8c<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\"> (\u5373\u4e09\u79cd\u4e0d\u540c\u7684\u4e09\u89d2\u6709\u5411motif: M<span style=\"font-size: 12px;\"><sub>1<\/sub><\/span>, M<span style=\"font-size: 12px;\"><sub>2<\/sub><\/span>, M<span style=\"font-size: 12px;\"><sub>3<\/sub><\/span>)<\/span><span style=\"font-size: 15px;\">\uff0c\u53ef\u4ee5\u770b\u5230\u8be5\u7b97\u6cd5\u6709\u6bd4\u8f83\u663e\u8457\u7684\u4f18\u52bf<br  \/><\/span><\/p>\n<\/li>\n<\/ul>\n<section style=\"line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px;\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.12003117692907249\"  data-type=\"png\" data-w=\"1283\" src=\"\/wp-content\/uploads\/2022\/10\/wxsync-2022-10-e1e164e54acc131f4d5b5f4de8be935f.png\"  \/><\/section>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: disc;margin-left: 8px;margin-right: 8px;\">\n<li style=\"color: rgb(63, 63, 63);font-size: 15px;\">\n<p style=\"line-height: 1.75em;text-align: justify;\"><span style=\"color: rgb(63, 63, 63);font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 15px;\">\u4f5c\u8005\u4e5f\u7ed8\u5236\u4e86\u4f7f\u7528\u4e0d\u540c\u65b9\u6cd5\u5f97\u5230\u5c40\u90e8\u793e\u533a\u7684motif conductance\uff0c\u53ef\u4ee5\u770b\u5230<strong>\u4f7f\u7528\u4e86<\/strong><strong>MAPPR\u5c40\u90e8\u793e\u533a\u53d1\u73b0\u5f97\u5230\u7684\u5c40\u90e8\u793e\u533a\u7684conductance\u90fd\u6bd4\u8f83\u5c0f<\/strong><\/span><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u5c24\u5176\u662fM<span style=\"font-size: 12px;\"><sub>3<\/sub><\/span>\u5373\u7d2b\u8272conductance\u5206\u5e03\uff09<\/span><br  \/><\/p>\n<\/li>\n<\/ul>\n<section style=\"line-height: 1.75em;text-align: center;margin-left: 8px;margin-right: 8px;\"><br  \/><img class=\"rich_pages wxw-img\" data-ratio=\"0.6763848396501457\"  data-type=\"png\" data-w=\"1029\" style=\"width: 461px;height: 312px;\" src=\"\/wp-content\/uploads\/2022\/10\/wxsync-2022-10-964592011b01be0973d84bd45e109167.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u4ee5\u4e0a\u5c31\u662f\u672c\u6587\u7684\u6240\u6709\u5185\u5bb9\u5566~<\/span><\/section>\n<section style=\"margin: 0px 8px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;white-space: normal;\"><br  \/><\/section>\n<section style=\"margin: 0px 8px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;white-space: normal;\"><br  \/><\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 0px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-size: 14px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);text-align: center;justify-content: center;\">\n<section style=\"outline: 0px;display: inline-block;width: auto;vertical-align: top;min-width: 10%;height: auto;box-shadow: rgb(0, 0, 0) 0px 0px 0px;border-bottom: 9px solid rgb(169, 215, 227);border-bottom-right-radius: 0px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: -15px;outline: 0px;\">\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;color: rgb(12, 130, 169);font-size: 16px;line-height: 2;letter-spacing: 3px;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\">\u9ad8\u9636\u7f51\u7edc\u8bfb\u4e66\u4f1a\u542f\u52a8<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-size: 14px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);\">\n<p style=\"outline: 0px;\"><br style=\"outline: 0px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;letter-spacing: 0.544px;\"  \/><\/p>\n<\/section>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-size: 14px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;font-size: 15px;letter-spacing: 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href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247620326&amp;idx=1&amp;sn=ed699ca7e5b2991a62d7eaccdffae4f5&amp;chksm=e8964c6bdfe1c57df8712fec1efae9dc4be030a7119e6562283d33abeeb0f17a958fd6a7a33f&amp;scene=21#wechat_redirect\" textvalue=\"\u9ad8\u9636\u7f51\u7edc\u8bfb\u4e66\u4f1a\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" wah-hotarea=\"click\" hasload=\"1\" style=\"outline: 0px;-webkit-tap-highlight-color: rgba(0, 0, 0, 0);cursor: pointer;\" rel=\"noopener noreferrer\">\u9ad8\u9636\u7f51\u7edc\u8bfb\u4e66\u4f1a<\/a>\u3011\u3002<\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;white-space: normal;letter-spacing: 0.544px;color: rgb(136, 136, 136);font-size: 14px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, 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\u5468\u3002\u8fd9\u5176\u95f4\uff0c\u6211\u4eec\u5c06\u56f4\u7ed5\u9ad8\u9636\u4ea4\u4e92\u7f51\u7edc\u7684\u57fa\u672c\u6982\u5ff5\u3001\u6a21\u578b\u3001\u65b9\u6cd5\u4e0e\u5e94\u7528\u7b49\u7814\u7a76\u8fdb\u884c\u7814\u8ba8\uff0c\u672c\u6b21\u8bfb\u4e66\u4f1a\u5206\u4eab\u4f1a\u6309\u7167\u300c\u57fa\u7840\u7406\u8bba\u300d+\u300c\u6df1\u5165\u7406\u8bba\u300d+\u300c\u6848\u4f8b\u7814\u8ba8\u300d\u7684\u6a21\u5f0f\u5c55\u5f00\u3002<\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-size: 14px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;font-size: 15px;\"><br style=\"outline: 0px;\"  \/><\/span><\/p>\n<p 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bold;\">\n<section style=\"margin: 0px 8px 10px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247633379&amp;idx=1&amp;sn=464a324302c3e3b9fe1d3d595d453981&amp;chksm=e899936edfee1a789d5fb45d33e1593ad1355f55089cbcb490a7ed9083229fadde6dd2924c79&amp;scene=21#wechat_redirect\" textvalue=\"\u8d85\u56fe\u4e2d\u7684\u9ad8\u9636\u6a21\u4f53\u5206\u6790\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" style=\"text-decoration: underline;\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u8d85\u56fe\u4e2d\u7684\u9ad8\u9636\u6a21\u4f53\u5206\u6790<\/a><\/section>\n<\/li>\n<li style=\"margin: 0px;padding: 0px;clear: both;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;font-weight: bold;\">\n<section style=\"margin: 0px 8px 10px;padding: 0px;max-width: 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noreferrer\">\u300a\u5f20\u6c5f\u00b7\u590d\u6742\u79d1\u5b66\u524d\u6cbf27\u8bb2\u300b\u5b8c\u6574\u4e0a\u7ebf\uff01<\/a><\/section>\n<\/li>\n<li style=\"margin: 0px;padding: 0px;clear: both;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;font-weight: bold;\">\n<section style=\"margin: 0px 8px 10px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247617062&amp;idx=1&amp;sn=e963acb6885ea3b26d32e91c12eae076&amp;chksm=e89650abdfe1d9bddf82c71e612a15bc4393d0a61cde39d325b01b3099247145c98b492c37b8&amp;scene=21#wechat_redirect\" textvalue=\"\u6210\u4e3a\u96c6\u667aVIP\uff0c\u89e3\u9501\u200d\u5168\u7ad9\u8bfe\u7a0b\uff0f\u8bfb\u4e66\u4f1a\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" style=\"margin: 0px;padding: 0px;color: rgb(87, 107, 149);text-decoration: none;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;\" rel=\"noopener noreferrer\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;letter-spacing: 0.544px;text-decoration: underline;\">\u6210\u4e3a\u96c6\u667aVIP\uff0c\u89e3\u9501\u5168\u7ad9\u8bfe\u7a0b\uff0f\u8bfb\u4e66\u4f1a<\/span><\/a><\/section>\n<\/li>\n<li style=\"margin: 0px;padding: 0px;clear: both;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;\">\n<section style=\"margin: 0px 8px 10px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247615893&amp;idx=2&amp;sn=96bad22819460c3b17f165fef8817c89&amp;chksm=e8965f18dfe1d60e531b3a749cfdfade06962791e3f1b100872d24e032b6b3130a6ead599060&amp;scene=21#wechat_redirect\" textvalue=\"\u52a0\u5165\u96c6\u667a\uff0c\u200d\u4e00\u8d77\u590d\u6742\uff01\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" style=\"margin: 0px;padding: 0px;color: rgb(87, 107, 149);text-decoration: underline;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;\" rel=\"noopener noreferrer\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;\">\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><strong style=\"margin: 0px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 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0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;\"><br  \/><\/section>\n<\/section>\n<section style=\"outline: currentcolor none 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-size: 14px;background-color: rgb(255, 255, 255);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;margin-bottom: 0px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;font-size: 15px;text-align: left;color: rgb(255, 255, 255);font-family: PingFangSC-light;\"><span style=\"outline: 0px;background-color: rgb(12, 130, 169);\">\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-indent: 0px;text-transform: none;white-space: normal;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-size: 15px;text-align: left;color: rgb(255, 255, 255);font-family: PingFangSC-light;\"><\/strong><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-indent: 0px;text-transform: none;white-space: normal;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-size: 15px;text-align: left;color: rgb(255, 255, 255);font-family: PingFangSC-light;\"><\/strong><strong 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