\uff08\u4e00\uff09\u6a21\u578b\u4ecb\u7d39<\/p>\n\n\n\n
1 \u95dc\u806f\u898f\u5247\u6700\u521d\u63d0\u51fa\u7684\u52d5\u6a5f\u662f\u91dd\u5c0d\u8cfc\u7269\u7c43\u5206\u6790(Market Basket Analysis)\uff0c\u8a72\u904e\u7a0b\u901a\u904e\u767c\u73fe\u9867\u5ba2\u653e\u5165\u201c\u8cfc\u7269\u7c43\u201d\u4e2d\u7684\u4e0d\u540c\u5546\u54c1\u4e4b\u9593\u7684\u95dc\u806f\uff0c\u5206\u6790\u4e0d\u540c\u5546\u54c1\u983b\u7e41\u7684\u88ab\u9867\u5ba2\u540c\u6642\u8cfc\u8cb7\u7684\u8cfc\u7269\u7fd2\u6163\u3002\u540c\u7406\uff0c\u6211\u5011\u901a\u904e\u95dc\u806f\u898f\u5247\uff0c\u4f9d\u64da\u4eba\u7269\u8207\u4eba\u7269\u767c\u6587\u3001\u56de\u6587\u7684\u4e92\u52d5\u95dc\u4fc2\uff0c\u767c\u73fe\u4eba\u7269\u8207\u4eba\u7269\u4e4b\u9593\u7dca\u5bc6\u95dc\u4fc2\u7684\u7d44\u5408\u3002\u63d0\u4f9b\u4f9d\u64da\u95dc\u806f\u898f\u5247\u4e2d\u652f\u6301\u5ea6\u3001\u4fe1\u8cf4\u5ea6\u3001\u589e\u76ca\u5ea6\u4e09\u7a2e\u4efb\u4e00\u898f\u5247\u4f86\u8a08\u7b97\u95dc\u4fc2\u4fc2\u6578\uff0c\u5f9e\u800c\u4f9d\u64da\u4fc2\u6578\u7be9\u9078\u51fa\u91cd\u8981\u7684\u95dc\u4fc2\u7d44\u5408\u3002\u4fc2\u6578\u503c\u8d8a\u5927\uff0c\u4e92\u52d5\u8d8a\u983b\u7e41\u3001\u95dc\u4fc2\u8d8a\u7dca\u5bc6\uff0c\u4fc2\u6578\u503c\u8d8a\u5c0f\uff0c\u4e92\u52d5\u8d8a\u5c11\u3001\u95dc\u4fc2\u8d8a\u758f\u9060\u3002<\/p>\n\n\n\n
2 \u7d71\u8a08\u6307\u6a19<\/p>\n\n\n\n
\uff081\uff09\u7bc0\u9ede\u5ea6\uff08Node Degree\uff09\uff1a\u7bc0\u9ede\u5ea6\u662f\u6307\u548c\u8a72\u7bc0\u9ede\u76f8\u95dc\u806f\u7684\u908a\u7684\u689d\u6578\uff0c\u53c8\u7a31\u95dc\u806f\u5ea6\u3002<\/p>\n\n\n\n
\uff082\uff09\u5ea6\u6578\u4e2d\u5fc3\u6027\uff08Degree Centrality\uff09\uff1a\u7bc0\u9ede\u8207\u5176\u4ed6\u7bc0\u9ede\u76f4\u63a5\u9023\u63a5\u7684\u7e3d\u91cf\uff0c\u7531\u6700\u5927\u53ef\u80fd\u5ea6\u6a19\u6e96\u5316\u800c\u4f86\uff0c\u7531\u65bc\u5b58\u5728\u8ff4\u5708\uff0c\u8a72\u503c\u53ef\u80fd\u5927\u65bc1\u3002\u5728\u6709\u5411\u5716\u4e2d\uff0c\u4f9d\u64da\u9023\u63a5\u7684\u65b9\u5411\uff0c\u5206\u9ede\u5165\u4e2d\u5fc3\u5ea6\uff08\u6216\u5165\u5ea6\uff0cin-degree\uff09\u548c\u9ede\u51fa\u4e2d\u5fc3\u5ea6\uff08\u6216\u51fa\u5ea6\uff0cout-degree\uff09\u3002\u6bd4\u5982\uff1a\u7c89\u7d72\u95dc\u6ce8\u95dc\u4fc2\u4e2d\uff0c\u51fa\u5ea6\u8868\u793a\u95dc\u6ce8\u4ed6\u4eba\u7684\u6578\u91cf\uff0c\u5165\u5ea6\u8868\u793a\u7c89\u7d72\u6578\u91cf\uff0c\u8861\u91cf\u4e86\u7bc0\u9ede\u55ae\u7368\u7684\u50f9\u503c\u3002<\/p>\n\n\n\n
\uff083\uff09\u63a5\u8fd1\u4e2d\u5fc3\u6027\uff08Closeness Centrality\uff09\uff0c\u5373\u7bc0\u9ede\u5230\u5176\u4ed6\u6240\u6709\u7bc0\u9ede\u8ddd\u96e2\u7684\u7e3d\u548c\u7684\u5012\u6578\uff0c\u7531\u6700\u5c0f\u8ddd\u96e2\u6a19\u6e96\u5316\u800c\u4f86\uff0c\u9ad4\u73fe\u7bc0\u9ede\u8207\u5176\u4ed6\u7bc0\u9ede\u7684\u8fd1\u9130\u7a0b\u5ea6\uff0c\u63a5\u8fd1\u4e2d\u5fc3\u6027\u503c\u8d8a\u5927\uff0c\u8868\u793a\u7bc0\u9ede\u80fd\u5920\u66f4\u5feb\u5230\u9054\u5176\u4ed6\u7bc0\u9ede\uff0c\u8861\u91cf\u4e86\u7bc0\u9ede\u7684\u7db2\u8def\u50f9\u503c\u3002<\/p>\n\n\n\n
\uff084\uff09\u4e2d\u9593\u4e2d\u5fc3\u6027\uff08Betweenness Centrality\uff09\uff0c\u5373\u7d93\u904e\u7bc0\u9ede\u7684\u6700\u77ed\u8def\u5f91\u7684\u6578\u91cf\uff0c\u7531\u6700\u5927\u53ef\u80fd\u503c\u6a19\u6e96\u5316\u800c\u4f86\uff0c\u8861\u91cf\u4e86\u7bc0\u9ede\u5728\u5176\u4ed6\u7bc0\u9ede\u4e4b\u9593\u7684\u8abf\u7bc0\u80fd\u529b\u3002<\/p>\n\n\n\n
\uff085\uff09\u5171\u73fe\u95dc\u4fc2\uff08Co-occurrence\uff09,\u5169\u500b\u7bc0\u9ede\u5171\u540c\u51fa\u73fe\u7684\u6b21\u6578\u3002<\/p>\n\n\n\n
\uff086\uff09\u7db2\u7d61\u5bc6\u5ea6\uff08Network Density\uff09\uff0c\u7528\u65bc\u523b\u756b\u7db2\u8def\u4e2d\u7bc0\u9ede\u9593\u76f8\u4e92\u9023\u908a\u7684\u5bc6\u96c6\u7a0b\u5ea6\uff0c\u5728\u793e\u6703\u7db2\u7d61\u4e2d\u5e38\u7528\u4f86\u6e2c\u91cf\u793e\u6703\u95dc\u4fc2\u7684\u5bc6\u96c6\u7a0b\u5ea6\u4ee5\u53ca\u6f14\u5316\u8da8\u52e2\u3002<\/p>\n\n\n\n
3 \u8a5e\u5206\u985e\uff08\u793e\u5340\u5283\u5206\uff09<\/p>\n\n\n\n
\u5c0d\u7db2\u7d61\u95dc\u4fc2\u5716\u9032\u884c\u793e\u5340\u5283\u5206\uff0c \u540c\u4e00\u985e\uff08\u793e\u5340\uff09\u7684\u7bc0\u9ede\u9023\u63a5\u5bc6\u96c6\uff0c\u4e0d\u540c\u985e\uff08\u793e\u5340\uff09\u9593\u7684\u7bc0\u9ede\u9023\u63a5\u7a00\u758f\u3002<\/p>\n\n\n\n
\u4f9d\u64daVincent D.Blondel \u7b49\u4eba\u65bc2008\u63d0\u51fa\uff0c\u57fa\u65bcmodularity optimization\u7684heuristic\u65b9\u6cd5\u800c\u4f86\u3002\u8a73\u898b\uff1ahttps:\/\/en.wikipedia.org\/wiki\/Modularity_(networks)\u3001https:\/\/perso.crans.org\/aynaud\/communities\/api.html#module-community<\/p>\n\n\n\n
\uff08\u4e8c\uff09\u7814\u767c\u4f9d\u64da<\/p>\n\n\n\n
[1]Aric Hagberg,Dan Schult, Pieter Swart.NetworkX Reference.2018,1,22:171-174.<\/p>\n\n\n\n
\uff08\u4e09\uff09\u6f14\u7b97\u6cd5\u8aaa\u660e<\/p>\n\n\n\n
\u95dc\u806f\u898f\u5247\uff1a<\/p>\n\n\n\n
\uff081\uff09 \u652f\u6301\u5ea6(Support)\uff1a \u5373\u96c6\u5408\u4e2d\u540c\u6642\u5305\u542b\u4eba\u7269A\u548c\u4eba\u7269B\u7684\u95dc\u4fc2\u6578\u8207\u6240\u6709\u95dc\u4fc2\u6578\u4e4b\u6bd4\u3002<\/p>\n\n\n\n
\uff082\uff09 \u4fe1\u8cf4\u5ea6(Confidence)\uff1a \u5373\u96c6\u5408\u4e2d\u540c\u6642\u5305\u542b\u4eba\u7269A\u548c\u4eba\u7269B\u7684\u95dc\u4fc2\u6578\u8207\u5305\u542b\u4eba\u7269A\u95dc\u4fc2\u6578\u4e4b\u6bd4\uff08\u689d\u4ef6\u6a5f\u7387\uff09\u3002<\/p>\n\n\n\n
\uff083\uff09\u589e\u76ca\u5ea6(Lift)\uff1a\u5373\u4f7f\u7528\u898f\u5247\u5f8c\u95dc\u4fc2\u96c6\u5408\u4e2d\u51fa\u73fe\u7684\u6b21\u6578\u662f\u5426\u9ad8\u65bc\u55ae\u7368\u51fa\u73fe\u5728\u95dc\u4fc2\u96c6\u5408\u4e2d\u7684\u6a5f\u7387\u3002<\/p>\n\n\n\n
\uff08\u56db\uff09\u7d04\u675f\u8207\u9650\u5236<\/p>\n\n\n\n
\u7576\u4eba\u7269\u7bc0\u9ede\u51fa\u73fe\u7684\u8d8a\u591a\uff0c\u90a3\u9ebc\u4eba\u7269\u8207\u4eba\u7269\u4e4b\u9593\u7d44\u5408\u7684\u65b9\u5f0f\u4e5f\u6703\u8d8a\u591a\uff0c\u8a08\u7b97\u8017\u6642\u4e5f\u6703\u8d8a\u4e45\uff0c\u5c0d\u65bc\u8a08\u7b97\u8cc7\u6e90\u7684\u8981\u6c42\u4e5f\u76f8\u61c9\u63d0\u9ad8\u3002\u76ee\u524d\u4e0a\u9650\u662f\u652f\u63f41000\u7d44\u4eba\u7269\u95dc\u4fc2\u7d44\u5408\u7684\u8f38\u51fa\u5c55\u793a\u3002<\/p>\n","protected":false},"featured_media":0,"parent":5584,"menu_order":12,"comment_status":"open","ping_status":"closed","template":"","doc_tag":[],"_links":{"self":[{"href":"https:\/\/support.divominer.com\/zh-tw\/wp-json\/wp\/v2\/docs\/5594"}],"collection":[{"href":"https:\/\/support.divominer.com\/zh-tw\/wp-json\/wp\/v2\/docs"}],"about":[{"href":"https:\/\/support.divominer.com\/zh-tw\/wp-json\/wp\/v2\/types\/docs"}],"replies":[{"embeddable":true,"href":"https:\/\/support.divominer.com\/zh-tw\/wp-json\/wp\/v2\/comments?post=5594"}],"version-history":[{"count":3,"href":"https:\/\/support.divominer.com\/zh-tw\/wp-json\/wp\/v2\/docs\/5594\/revisions"}],"predecessor-version":[{"id":5612,"href":"https:\/\/support.divominer.com\/zh-tw\/wp-json\/wp\/v2\/docs\/5594\/revisions\/5612"}],"up":[{"embeddable":true,"href":"https:\/\/support.divominer.com\/zh-tw\/wp-json\/wp\/v2\/docs\/5584"}],"next":[{"title":"\u65b0\u5efa\u793e\u6703\u7db2\u7d61\u5206\u6790\u4efb\u52d9","link":"https:\/\/support.divominer.com\/zh-tw\/articles\/docs\/divominer-%e4%bd%bf%e7%94%a8%e6%89%8b%e5%86%8a\/%e6%bc%94%e7%ae%97%e6%b3%95%e6%8e%a2%e5%8b%98\/%e6%96%b0%e5%bb%ba%e7%a4%be%e6%9c%83%e7%b6%b2%e7%b5%a1%e5%88%86%e6%9e%90%e4%bb%bb%e5%8b%99","href":"https:\/\/support.divominer.com\/zh-tw\/wp-json\/wp\/v2\/docs\/5633"}],"prev":[{"title":"\u65b0\u5efa\u8a9e\u7fa9\u7db2\u7d61\u5206\u6790\u4efb\u52d9","link":"https:\/\/support.divominer.com\/zh-tw\/articles\/docs\/divominer-%e4%bd%bf%e7%94%a8%e6%89%8b%e5%86%8a\/%e6%bc%94%e7%ae%97%e6%b3%95%e6%8e%a2%e5%8b%98\/%e6%96%b0%e5%bb%ba%e8%aa%9e%e7%be%a9%e7%b6%b2%e7%b5%a1%e5%88%86%e6%9e%90%e4%bb%bb%e5%8b%99","href":"https:\/\/support.divominer.com\/zh-tw\/wp-json\/wp\/v2\/docs\/5631"}],"wp:attachment":[{"href":"https:\/\/support.divominer.com\/zh-tw\/wp-json\/wp\/v2\/media?parent=5594"}],"wp:term":[{"taxonomy":"doc_tag","embeddable":true,"href":"https:\/\/support.divominer.com\/zh-tw\/wp-json\/wp\/v2\/doc_tag?post=5594"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}