{"id":360,"date":"2023-09-01T10:59:14","date_gmt":"2023-09-01T02:59:14","guid":{"rendered":"http:\/\/lingbo.online\/?p=360"},"modified":"2023-09-10T12:17:40","modified_gmt":"2023-09-10T04:17:40","slug":"data_analysis_note","status":"publish","type":"post","link":"https:\/\/lingbo.online\/index.php\/learning_note\/data_analysis_note\/","title":{"rendered":"\u300a\u6570\u636e\u5206\u6790\u601d\u7ef4\u300b\u9605\u8bfb\u7b14\u8bb0"},"content":{"rendered":"<h3>\u7b2c\u4e00\u7ae0 \u4e1a\u52a1\u6307\u6807<\/h3>\n<h4>\u6570\u636e\u5206\u7c7b<\/h4>\n<ul>\n<li>\u7528\u6237\u6570\u636e\uff1a\u6211\u662f\u8c01<\/li>\n<li>\u884c\u4e3a\u6570\u636e\uff1a\u6211\u505a\u4e86\u4ec0\u4e48<\/li>\n<li>\u4ea7\u54c1\u6570\u636e\uff1a\u5356\u4ec0\u4e48<\/li>\n<\/ul>\n<h4>\u5e38\u89c1\u6307\u6807<\/h4>\n<h5>\u7528\u6237\u6570\u636e\u6307\u6807<\/h5>\n<ul>\n<li>\u5bf9\u4e8e\u65b0\u589e\u7528\u6237\u4f7f\u7528\u7684\u6307\u6807\uff1a\u65e5\u65b0\u589e\u7528\u6237\u6570<\/li>\n<li>\u5bf9\u4e8e\u6d3b\u8dc3\u7528\u6237\u4f7f\u7528\u7684\u6307\u6807\uff1a\u6d3b\u8dc3\u7387\uff0c\u65e5\u6d3b\u8dc3\u7528\u6237\u6570\uff0c\u5468\u6d3b\u8dc3\u7528\u6237\u6570\uff0c\u6708\u6d3b\u8dc3\u7528\u6237\u6570<\/li>\n<li>\u5bf9\u4e8e\u7559\u5b58\u7528\u6237\u4f7f\u7528\u7684\u6307\u6807\uff1a\u7559\u5b58\u7387\uff0c\u8bc4\u4ef7\u7528\u6237\u7c98\u6027\uff1b\u6b21\u65e5\u7559\u5b58\u7387\uff0c\u7b2c3\u65e5\u7559\u5b58\u7387\uff0c\u7b2c7\u65e5\u7559\u5b58\u7387\uff0c\u7b2c30\u65e5\u7559\u5b58\u7387\u7b49<br \/>\n<img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_1.png\" alt=\"\" \/><\/li>\n<\/ul>\n<h5>\u884c\u4e3a\u6570\u636e\u6307\u6807<\/h5>\n<p>\u884c\u4e3a\u76f8\u5173\u7684\u6570\u636e\u6307\u6807\u5305\u62ec\uff1aPV\uff08\u8bbf\u95ee\u6b21\u6570\uff09\u548cUV\uff08\u8bbf\u95ee\u4eba\u6570\uff09\u3001\u8f6c\u53d1\u7387\u3001\u8f6c\u5316\u7387\u3001K\u56e0\u5b50\u7b49\u3002<\/p>\n<ul>\n<li>PV\uff08\u8bbf\u95ee\u6b21\u6570\uff0cPage View\uff09\uff0c\u4e00\u5b9a\u65f6\u95f4\u5185\u6253\u5f00\u67d0\u4e2a\u9875\u9762\u7684\u6d4f\u89c8\u6b21\u6570\uff1b<\/li>\n<li>UV\uff08\u8bbf\u95ee\u4eba\u6570\uff0cUnique Visitor\uff09\uff0c\u4e00\u5b9a\u65f6\u95f4\u5185\u8bbf\u95ee\u67d0\u4e2a\u9875\u9762\u7684\u4eba\u6570<\/li>\n<li>\u8f6c\u53d1\u7387=\u8f6c\u53d1\u67d0\u529f\u80fd\u7684\u7528\u6237\u6570\/\u770b\u5230\u8be5\u529f\u80fd\u7684\u7528\u6237\u6570<\/li>\n<li>\u8f6c\u5316\u7387\u7684\u8ba1\u7b97\u65b9\u6cd5\u548c\u4e1a\u52a1\u573a\u666f\u76f8\u5173\uff0c\u5982\u5e97\u94fa\u8f6c\u5316\u7387=\u8d2d\u4e70\u4ea7\u54c1\u7684\u4eba\u6570\/\u5230\u5e97\u94fa\u7684\u4eba\u6570\uff0c\u5e7f\u544a\u8f6c\u5316\u7387=\u70b9\u51fb\u5e7f\u544a\u7684\u4eba\u6570\/\u770b\u5230\u5e7f\u544a\u7684\u4eba\u6570<\/li>\n<li>K\u56e0\u5b50\u53ef\u4ee5\u7528\u6765\u8861\u91cf\u63a8\u8350\u7684\u6548\u679c\uff0c\u5373\u53d1\u8d77\u63a8\u8350\u7684\u4e00\u4e2a\u7528\u6237\u53ef\u4ee5\u5e26\u6765\u591a\u5c11\u65b0\u7528\u6237\u3002K\u56e0\u5b50=\u5e73\u5747\u6bcf\u4e2a\u7528\u6237\u5411\u591a\u5c11\u4eba\u53d1\u51fa\u9080\u8bf7*\u63a5\u6536\u5230\u9080\u8bf7\u7684\u4eba\u8f6c\u5316\u4e3a\u65b0\u7528\u6237\u7684\u8f6c\u5316\u7387<br \/>\n<img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_2.png\" alt=\"\" \/><\/li>\n<\/ul>\n<h5>\u4ea7\u54c1\u6570\u636e\u6307\u6807<\/h5>\n<p>\u4ea7\u54c1\u6570\u636e\u76f8\u5173\u7684\u6307\u6807\u5305\u62ec\uff1a\u7528\u6765\u8861\u91cf\u4e1a\u52a1\u603b\u91cf\u7684\u6307\u6807\uff0c\u4f8b\u5982\u6210\u4ea4\u603b\u989d\u3001\u6210\u4ea4\u6570\u91cf\uff1b\u7528\u6765\u8861\u91cf\u4eba\u5747\u60c5\u51b5\u7684\u6307\u6807\uff0c\u5982\u5ba2\u5355\u4ef7\uff1b\u7528\u6765\u8861\u91cf\u4ed8\u8d39\u60c5\u51b5\u7684\u6307\u6807\uff0c\u5982\u4ed8\u8d39\u7387\u3001\u590d\u8d2d\u7387\uff1b\u4ee5\u53ca\u4e0e\u4ea7\u54c1\u76f8\u5173\u7684\u6307\u6807\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_3.png\" alt=\"\" \/><\/p>\n<p>\u8861\u91cf\u603b\u91cf\u7684\u6307\u6807\uff1a\u6210\u4ea4\u603b\u989d\uff08GMV\uff0cGross Merchandise Volume\uff09\u3001\u6210\u4ea4\u6570\u91cf\u3001\u8bbf\u95ee\u65f6\u957f\u3002<\/p>\n<p>\u6210\u4ea4\u603b\u989d\u5305\u62ec\uff1a\u9500\u552e\u989d\u3001\u53d6\u6d88\u8ba2\u5355\u91d1\u989d\u3001\u62d2\u6536\u8ba2\u5355\u91d1\u989d\u548c\u9000\u8d27\u8ba2\u5355\u91d1\u989d\u3002<\/p>\n<p>\u7528\u6765\u8861\u91cf\u4eba\u5747\u60c5\u51b5\u7684\u6307\u6807\u6709\u4eba\u5747\u4ed8\u8d39(ARPU Average Revenue Per User)\u3001\u4ed8\u8d39\u7528\u6237\u4eba\u5747\u4ed8\u8d39\uff08ARPPU\uff0cAverage Revenue Per Paying User\uff09\u3001\u4eba\u5747\u8bbf\u95ee\u65f6\u957f\u3002<\/p>\n<p>\u4ed8\u8d39\u76f8\u5173\u7684\u6307\u6807\u6709\uff1a\u4ed8\u8d39\u7387\u3001\u590d\u8d2d\u7387<\/p>\n<p>\u4ea7\u54c1\u76f8\u5173\u7684\u6307\u6807\u5305\u62ec\u70ed\u9500\u4ea7\u54c1\u6570\u3001\u597d\u8bc4\u4ea7\u54c1\u6570\u3001\u5dee\u8bc4\u4ea7\u54c1\u6570\u7b49\u3002<\/p>\n<p>\u4ee5\u4e0a\u6307\u6807\u53ef\u4ee5\u603b\u7ed3\u4e3a\u8be5\u56fe\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic.png\" alt=\"\" \/><\/p>\n<h5>\u63a8\u5e7f\u4ed8\u8d39\u6307\u6807<\/h5>\n<p>\u5728\u4ed8\u8d39\u505a\u5e7f\u544a\u63a8\u5e7f\u65f6\uff0c\u8bbe\u8ba1\u8003\u5bdf\u63a8\u5e7f\u6548\u679c\u7684\u6307\u6807\u3002\u4ece\u4e0d\u540c\u4ed8\u8d39\u6e20\u9053\u53ef\u4ee5\u5206\u4e3a\u4e00\u4e0b\u6307\u6807\uff1a\u5c55\u793a\u4f4d\u5e7f\u544a\u3001\u641c\u7d22\u5e7f\u544a\u3001\u4fe1\u606f\u6d41\u5e7f\u544a\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_4.png\" alt=\"\" \/><\/p>\n<ul>\n<li>\u5c55\u793a\u4f4d\u5e7f\u544a\uff1a\u901a\u5e38\u51fa\u73b0\u5728\u7f51\u7ad9\u6216\u624b\u673aApp\u7684\u9876\u90e8\u3001App\u7684\u5f00\u5c4f\u7b49\uff0c\u901a\u5e38\u662f\u6309\u5c55\u793a\u6b21\u6570\u4ed8\u8d39\uff08CPM\uff0cCost Per Mille\uff09\uff1b<\/li>\n<li>\u641c\u7d22\u5e7f\u544a\uff1a\u5982\u641c\u7d22\u5f15\u64ce\u7684\u5173\u952e\u5b57\u641c\u7d22\u5e7f\u544a\u3001\u7535\u5546\u641c\u7d22\u5e7f\u544a\u7b49\uff0c\u8fd9\u79cd\u7c7b\u578b\u7684\u5e7f\u544a\u662f\u6309\u70b9\u51fb\u6b21\u6570\u4ed8\u8d39\uff08CPC\uff0cCost Per Click\uff09\uff1b<\/li>\n<li>\u4fe1\u606f\u6d41\u5e7f\u544a\uff1a\u5982\u5fae\u535a\u3001\u77e5\u4e4e\u3001\u670b\u53cb\u5708\u91cc\u7684\u5e7f\u544a\uff0c\u8fd9\u79cd\u7c7b\u578b\u7684\u5e7f\u544a\u6309\u70b9\u51fb\u6b21\u6570\u4ed8\u8d39\uff08CPC\uff09\u6216\u8005\u6309\u6295\u653e\u7684\u5b9e\u9645\u6548\u679c\u4ed8\u8d39\uff08CPA\uff0cCost Per Action\uff09<\/li>\n<\/ul>\n<p>\u6309\u6295\u653e\u7684\u5b9e\u9645\u6548\u679c\u4ed8\u8d39\uff08CPA\uff0cCost Per Action\uff09\u53c8\u53ef\u4ee5\u5206\u4e3a\uff1a<\/p>\n<ul>\n<li>CPD\uff08Cost Per Download\uff09:\u6309App\u7684\u4e0b\u8f7d\u6570\u4ed8\u8d39<\/li>\n<li>CPI\uff08Cost Per Install\uff09\uff1a\u6309\u5b89\u88c5App\u7684\u6570\u91cf\u4ed8\u8d39\uff0c\u5373\u4e0b\u8f7d\u540e\u6709\u591a\u5c11\u4eba\u5b89\u88c5<\/li>\n<li>CPS\uff08Cost Per Sales\uff09\uff1a\u6309\u5b8c\u6210\u8d2d\u4e70\u7684\u7528\u6237\u6570\u6216\u8005\u9500\u552e\u989d\u4ed8\u8d39<\/li>\n<\/ul>\n<h4>\u6307\u6807\u4f53\u7cfb<\/h4>\n<h5>\u5982\u4f55\u5efa\u7acb\u6307\u6807\u4f53\u7cfb<\/h5>\n<p>\u53ef\u4ee5\u7528\u4e0b\u56fe\u7684\u65b9\u6cd5\u5efa\u7acb\u6307\u6807\u4f53\u7cfb\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_7.png\" alt=\"\" \/><\/p>\n<p>\uff081\uff09\u660e\u786e\u90e8\u95e8KPI\uff0c\u627e\u5230\u4e00\u7ea7\u6307\u6807\uff0c\u5373\u7528\u6765\u8bc4\u4ef7\u516c\u53f8\u6216\u90e8\u95e8\u8fd0\u8425\u60c5\u51b5\u6700\u6838\u5fc3\u7684\u6307\u6807\u3002<\/p>\n<p>\uff082\uff09\u4e86\u89e3\u4e1a\u52a1\u8fd0\u8425\u60c5\u51b5\uff0c\u627e\u5230\u4e8c\u7ea7\u6307\u6807\uff1a\u6839\u636e\u4e1a\u52a1\u8fd0\u8425\u60c5\u51b5\u5c06\u4e00\u7ea7\u6307\u6807\u62c6\u5206\u4e3a\u4e8c\u7ea7\u6307\u6807\uff0c\u5982\u5bf9\u4e8e\u79ef\u5206\u62b5\u6263\u91d1\u989d\uff0c\u53ef\u4ee5\u62c6\u63a5\u51fa\uff1a\u79ef\u5206\u62b5\u6263\u7684\u8ba2\u5355\u6570\u3001\u5e73\u5747\u8ba2\u5355\u62b5\u6263\u91d1\u989d\u3001\u79ef\u5206\u62b5\u6263\u7684\u4f1a\u5458\u6570\u3001\u4eba\u5747\u62b5\u6263\u91d1\u989d\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_5.png\" alt=\"\" \/><\/p>\n<p>\uff083\uff09\u68b3\u7406\u4e1a\u52a1\u6d41\u7a0b\uff0c\u627e\u5230\u4e09\u7ea7\u6307\u6807\uff1a\u4e00\u7ea7\u6307\u6807\u5f80\u5f80\u662f\u4e1a\u52a1\u6d41\u7a0b\u6700\u7ec8\u7684\u7ed3\u679c\uff0c\u9700\u8981\u6dfb\u52a0\u7528\u4e8e\u76d1\u7763\u3001\u6539\u8fdb\u4e1a\u52a1\u6d41\u7a0b\u7684\u4e09\u7ea7\u6307\u6807\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_6.png\" alt=\"\" \/><\/p>\n<p>\u6700\u540e\u786e\u5b9a\u7684\u6307\u6807\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u7531\u4e8e\u7ed3\u6784\u7c7b\u4f3c\u91d1\u5b57\u5854\uff0c\u4e5f\u53eb\u505a\u6307\u6807\u4f53\u7cfb\u91d1\u5b57\u5854\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_8.png\" alt=\"\" \/><\/p>\n<p>\u6bcf\u4e2a\u6307\u6807\u53ef\u4ee5\u4ece\u4e09\u4e2a\u65b9\u9762\u786e\u5b9a\u7edf\u8ba1\u53e3\u5f84\uff1a<\/p>\n<ul>\n<li>\u6307\u6807\u4e1a\u52a1\u542b\u4e49\uff1a\u8fd9\u4e2a\u6307\u6807\u5728\u4e1a\u52a1\u4e0a\u8868\u793a\u4ec0\u4e48<\/li>\n<li>\u6307\u6807\u5b9a\u4e49\uff1a\u8fd9\u4e2a\u6307\u6807\u662f\u600e\u4e48\u5b9a\u4e49\u7684<\/li>\n<li>\u6570\u636e\u6765\u6e90\uff1a\u4ece\u4ec0\u4e48\u5730\u65b9\u6536\u96c6\u7684\u539f\u59cb\u6570\u636e\uff1f\u6570\u636e\u7edf\u8ba1\u7684\u65f6\u95f4\u8303\u56f4\u662f\u4ec0\u4e48<\/li>\n<\/ul>\n<p>\uff084\uff09\u901a\u8fc7\u62a5\u8868\u76d1\u63a7\u6307\u6807\uff0c\u4e0d\u65ad\u66f4\u65b0\u6307\u6807\u4f53\u7cfb<br \/>\n<img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_9.png\" alt=\"\" \/><\/p>\n<h3>\u7b2c\u4e8c\u7ae0 \u5206\u6790\u65b9\u6cd5<\/h3>\n<p>\u672c\u7ae0\u6d89\u53ca\u7684\u4e3b\u8981\u6982\u5ff5\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/\u5206\u6790\u65b9\u6cd5.png\" alt=\"\" \/><\/p>\n<p>\u5e38\u7528\u7684\u5206\u6790\u65b9\u6cd5\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_8-1.png\" alt=\"\" \/><\/p>\n<h4>5W2H\u5206\u6790\u65b9\u6cd5<\/h4>\n<p>\u6307\u5bf9\u4e8e\u6240\u6709\u73b0\u8c61\u90fd\u8ffd\u95ee\u4e94\u4e2a\u95ee\u9898\uff0cwhat,when,where,why,who<br \/>\n\u7136\u540e\u518d\u8ffd\u95ee\u4e24\u4e2a\u95ee\u9898\uff1ahow,how much<\/p>\n<blockquote>\n<p>\u6848\u4f8b1\uff1a\u5982\u4f55\u8bbe\u8ba1\u4e00\u6b3e\u4ea7\u54c1\uff1f<br \/>\nwhat(\u662f\u4ec0\u4e48):\u8fd9\u662f\u4ec0\u4e48\u4ea7\u54c1?<br \/>\nwhen(\u4f55\u65f6):\u4ec0\u4e48\u65f6\u5019\u9700\u8981\u4e0a\u7ebf?where(\u4f55\u5730):\u5728\u54ea\u91cc\u53d1\u5e03\u8fd9\u4e9b\u4ea7\u54c1?<br \/>\nwhy(\u4e3a\u4ec0\u4e48):\u7528\u6237\u4e3a\u4ec0\u4e48\u9700\u8981\u5b83?<br \/>\nwho(\u662f\u8c01):\u8fd9\u662f\u7ed9\u8c01\u8bbe\u8ba1\u7684?<br \/>\nhow(\u600e\u4e48\u505a): \u8fd9\u4e2a\u4ea7\u54c1\u9700\u8981\u600e\u4e48\u8fd0\u4f5c?<br \/>\nhowmuch(\u591a\u5c11\u94b1):\u8fd9\u4e2a\u4ea7\u54c1\u91cc\u6709\u4ed8\u8d39\u529f\u80fd\u5417?\u4ef7\u683c\u662f\u591a\u5c11?<br \/>\n\u6848\u4f8b2\uff1a\u8bbe\u8ba1\u4e00\u6b3eApp\u7684\u8c03\u67e5\u95ee\u5377\uff0c\u5982\u4f55\u8bbe\u8ba1\u95ee\u5377\u4e0a\u7684\u95ee\u9898\uff1a<br \/>\nwhat (\u662f\u4ec0\u4e48):\u4f60\u7528\u8fd9\u6b3eApp\u505a\u4ec0\u4e48\u4e8b\u60c5?<br \/>\nwhen(\u4f55\u65f6):\u4f60\u901a\u5e38\u5728\u4ec0\u4e48\u65f6\u95f4\u4f7f\u7528\u8fd9\u6b3eApp?<br \/>\nwhere(\u4f55\u5730):\u4f60\u4f1a\u5728\u4ec0\u4e48\u573a\u666f\u4f7f\u7528\u8fd9\u6b3eApp?<br \/>\nwhy(\u4e3a\u4ec0\u4e48):\u4f60\u4e3a\u4ec0\u4e48\u9009\u62e9\u8fd9\u6b3eApp?<br \/>\nwho(\u662f\u8c01):\u5982\u679c\u4f60\u89c9\u5f97\u4f60\u559c\u6b22\u8fd9\u4e2a\u4ea7\u54c1\uff0c\u4f60\u4f1a\u63a8\u8350\u7ed9\u8c01?<br \/>\nhow(\u600e\u4e48\u505a):\u4f60\u89c9\u5f97\u6211\u4eec\u9700\u8981\u52a0\u5165\u4ec0\u4e48\u529f\u80fd\u624d\u662f\u6bd4\u8f83\u65b0\u9896\u7684?<br \/>\nhow much(\u591a\u5c11\u94b1):\u5982\u679c\u4f60\u8ba4\u4e3a\u8fd9\u4e2aApp\u5bf9\u4f60\u6709\u5e2e\u52a9\uff0c\u4f60\u4f1a\u82b1\u591a\u5c11\u94b1\u53bb\u8d2d\u4e70App\u91cc\u7684\u670d\u52a1?<\/p>\n<\/blockquote>\n<h4>\u903b\u8f91\u6811\u5206\u6790\u65b9\u6cd5<\/h4>\n<p>\u903b\u8f91\u6811\u5206\u6790\u65b9\u6cd5\u662f\u628a\u590d\u6742\u95ee\u9898\u62c6\u89e3\u6210\u82e5\u5e72\u4e2a\u7b80\u5355\u7684\u5b50\u95ee\u9898\uff0c\u7136\u540e\u50cf\u6811\u679d\u90a3\u6837\u9010\u6b65\u5c55\u5f00\u3002<br \/>\n\u903b\u8f91\u6811\u5206\u6790\u65b9\u6cd5\u5728\u89e3\u51b3\u4e1a\u52a1\u95ee\u9898\u65f6\uff0c\u7ecf\u5e38\u4e0d\u662f\u5355\u72ec\u5b58\u5728\u7684\uff0c\u4f1a\u878d\u5408\u5728\u5176\u4ed6\u5206\u6790\u65b9\u6cd5\u91cc\uff0c\u8f85\u52a9\u89e3\u51b3\u95ee\u9898\u3002<\/p>\n<h4>\u884c\u4e1a\u5206\u6790\u65b9\u6cd5<\/h4>\n<p>\u8fdb\u884c\u884c\u4e1a\u5206\u6790\u65f6\u901a\u5e38\u4f7f\u7528PEST\u5206\u6790\u65b9\u6cd5\uff0c\u5bf9\u516c\u53f8\u53d1\u5c55\u7684\u5b8f\u89c2\u73af\u5883\u8fdb\u884c\u5206\u6790\uff0c\u901a\u5e38\u662f\u4ece\u653f\u7b56\uff08Policy\uff09\u3001\u7ecf\u6d4e\uff08Economy\uff09\u3001\u793e\u4f1a\uff08Society\uff09\u548c\u6280\u672f\uff08Technology\uff09\u56db\u4e2a\u7ef4\u5ea6\u5c55\u5f00\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_9-1.png\" alt=\"\" \/><\/p>\n<p>\u4ee5\u300a2018\u5e74\u4e2d\u56fd\u5c11\u513f\u7f16\u7a0b\u884c\u4e1a\u7814\u7a76\u62a5\u544a\u300b\u7684PEST\u5206\u6790\u4e3a\u4f8b\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_10.png\" alt=\"\" \/><br \/>\n<img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_11.png\" alt=\"\" \/><br \/>\n<img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_12.png\" alt=\"\" \/><br \/>\n<img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_13.png\" alt=\"\" \/><\/p>\n<h4>\u591a\u7ef4\u5ea6\u62c6\u89e3\u5206\u6790\u65b9\u6cd5<\/h4>\n<p>\u8f9b\u666e\u68ee\u6096\u8bba\uff08Simpson's Paradox\uff09\uff1a\u5728\u6709\u4e9b\u60c5\u51b5\u4e0b\uff0c\u8003\u5bdf\u6570\u636e\u6574\u4f53\u548c\u8003\u5bdf\u6570\u636e\u7684\u4e0d\u540c\u90e8\u5206\uff0c\u4f1a\u5f97\u5230\u76f8\u53cd\u7684\u7ed3\u8bba\u3002<br \/>\n\u53ea\u770b\u6570\u636e\u6574\u4f53\uff0c\u6211\u4eec\u53ef\u80fd\u6ce8\u610f\u4e0d\u5230\u201c\u6570\u636e\u5185\u90e8\u5404\u4e2a\u90e8\u5206\u6784\u6210\u7684\u5dee\u5f02\u201d\u3002\u5982\u679c\u5ffd\u7565\u8fd9\u79cd\u5dee\u5f02\u8fdb\u884c\u6bd4\u8f83\uff0c\u5c31\u6709\u53ef\u80fd\u5bfc\u81f4\u65e0\u6cd5\u5bdf\u89c9\u8be5\u5dee\u5f02\u6240\u9020\u6210\u7684\u5f71\u54cd\u3002\u6b63\u5982\u524d\u9762\u7684\u6848\u4f8b\uff0c\u5173\u6ce8\u6570\u636e\u6574\u4f53 (\u5165\u9662\u7684\u5168\u90e8\u60a3\u8005)\u548c\u5173\u6ce8\u6570\u636e\u5185\u90e8\u7684\u4e0d\u540c\u90e8\u5206(\u6309\u5065\u5eb7\u72b6\u6001\u5c06\u60a3\u8005\u62c6\u89e3\u4e3a\u4e24\u7ec4\u6570\u636e)\uff0c\u5c31\u770b\u5230\u4e86\u4e0d\u540c\u7684\u98ce\u666f\u3002<\/p>\n<h5>\u5982\u4f55\u4f7f\u7528\u591a\u7ef4\u5ea6\u62c6\u89e3\u5206\u6790\u65b9\u6cd5\uff1f<\/h5>\n<p>\u4e00\u822c\u4ece\u6307\u6807\u6784\u6210\u6216\u8005\u4e1a\u52a1\u6d41\u7a0b\u7684\u7ef4\u5ea6\u62c6\u89e3\uff1a<\/p>\n<ul>\n<li>\u4ece\u6307\u6807\u6784\u6210\u62c6\u89e3\uff1a\u5373\u4ece\u6307\u6807\u7684\u5b9a\u4e49\u6765\u770b\u6307\u6807\u7684\u6784\u6210\uff0c\u5982\u9500\u552e\u989d=\u65b0\u7528\u6237\u9500\u552e\u989d+\u8001\u7528\u6237\u9500\u552e\u989d\uff0c\u6240\u4ee5\u9500\u552e\u989d\u53ef\u4ee5\u62c6\u89e3\u4e3a\u65b0\u7528\u6237\u9500\u552e\u989d\uff0c\u8001\u7528\u6237\u9500\u552e\u989d\uff0c\u8be5\u6307\u6807\u8fd8\u53ef\u4ee5\u7ee7\u7eed\u62c6\u89e3\u4e3a\u65b0\u7528\u6237\u7684\u8f6c\u5316\u548c\u8001\u7528\u6237\u7684\u590d\u8d2d\uff1a\n<ul>\n<li>\u65b0\u7528\u6237\u9500\u552e\u989d=\u65b0\u7528\u6237\u6570\u00d7\u8f6c\u5316\u7387\u00d7\u65b0\u7528\u6237\u5ba2\u5355\u4ef7\uff0c\u5982\u679c\u65b0\u7528\u6237\u7684\u9500\u552e\u76ee\u6807\u989d\u6ca1\u8fbe\u6210\uff0c\u53ef\u4ee5\u5bf9\u65b0\u7528\u6237\u53d1\u653e\u5c0f\u989d\u65e0\u95e8\u69db\u6298\u6263\u5238\uff0c\u5e2e\u52a9\u7528\u6237\u5bf9\u5e97\u94fa\u5efa\u7acb\u4fe1\u4efb\uff1b<\/li>\n<li>\u8001\u7528\u6237\u9500\u552e\u989d=\u8001\u7528\u6237\u6570\u00d7\u590d\u8d2d\u7387\u00d7\u8001\u7528\u6237\u5ba2\u5355\u4ef7\uff0c\u5982\u679c\u662f\u8001\u7528\u6237\u5bfc\u81f4\u9500\u552e\u76ee\u6807\u989d\u6ca1\u8fbe\u6210\uff0c\u53ef\u4ee5\u5bf9\u8001\u7528\u6237\u53d1\u653e\u9ad8\u989d\u6ee1\u51cf\u6298\u6263\u5238\uff0c\u63d0\u5347\u7528\u6237\u590d\u8d2d\u7387\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u4ece\u4e1a\u52a1\u6d41\u7a0b\u62c6\u89e3\uff1a\u6309\u7167\u4e1a\u52a1\u6d41\u7a0b\u8fdb\u884c\u62c6\u89e3\u5206\u6790\uff0c\u4f8b\u5982\u6309\u7528\u6237\u8d2d\u4e70\u4ea7\u54c1\u7684\u4e1a\u52a1\u6d41\u7a0b\u6765\u62c6\u89e3\uff0c\u5982\u5bf9\u4e8e\u7528\u6237\u8d2d\u4e70\u7684\u4e1a\u52a1\u6d41\u7a0b\uff0c\u53ef\u4ee5\u5206\u4e3a\uff1a\n<ul>\n<li>\u770b\u5230\u6e20\u9053\u7684\u5e7f\u544a<\/li>\n<li>\u88ab\u5e7f\u544a\u5438\u5f15\u8fdb\u5165\u5e97\u94fa<\/li>\n<li>\u5728\u5e97\u94fa\u9009\u62e9\u611f\u5174\u8da3\u7684\u5546\u54c1<\/li>\n<li>\u9009\u62e9\u597d\u5546\u54c1\uff0c\u6700\u7ec8\u51b3\u5b9a\u8d2d\u4e70<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u53ef\u4ee5\u7528\u4e0b\u56fe\u8bb0\u4f4f\u591a\u7ef4\u5ea6\u62c6\u89e3\u7684\u5206\u6790\u65b9\u6cd5\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/\u5fae\u4fe1\u622a\u56fe_20230902112417.png\" alt=\"\" \/><\/p>\n<p><strong>\u7b2c\u4e00\u4e2a\u95ee\u9898\uff1a\u662f\u4ec0\u4e48\uff1f<\/strong><br \/>\n\u5bf9\u4e8e\u591a\u7ef4\u5ea6\u62c6\u89e3\uff0c\u5176\u5b9e\u5c31\u662f\u505a\u52a0\u6cd5\uff1a\u95ee\u9898=\u7ef4\u5ea61+\u7ef4\u5ea62+...<\/p>\n<p><strong>\u7b2c\u4e8c\u4e2a\u95ee\u9898\uff1a\u6709\u4ec0\u4e48\u7528\uff1f<\/strong><br \/>\n\u9047\u5230\u590d\u6742\u95ee\u9898\u65f6\uff0c\u53ef\u4ee5\u7528\u591a\u7ef4\u5ea6\u62c6\u89e3\u5206\u6790 \u65b9\u6cd5\u5c06\u590d\u6742\u95ee\u9898\u53d8\u6210\u53ef\u4ee5\u89e3\u51b3\u7684\u5b50\u95ee\u9898\uff0c\u539f\u7406\u5176\u5b9e\u5c31\u662f\u903b\u8f91\u6811\u5206\u6790\u65b9\u6cd5\u3002<\/p>\n<p><strong>\u7b2c\u4e09\u4e2a\u95ee\u9898\uff1a\u5982\u4f55\u7528\uff1f<\/strong><\/p>\n<ul>\n<li>\u4ece\u6307\u6807\u6784\u6210\u62c6\u89e3\uff1a\u5206\u6790\u5355\u4e00\u6307\u6807\u7684\u6784\u6210\uff0c\u5982\u5355\u4e00\u6307\u6807\u4e3a\u7528\u6237\uff0c\u7528\u6237\u53c8\u53ef\u4ee5\u62c6\u89e3\u4e3a\u65b0\u7528\u6237\u3001\u8001\u7528\u6237\uff1b<\/li>\n<li>\u4ece\u4e1a\u52a1\u6d41\u7a0b\u6765\u62c6\u89e3\uff1a\u6309\u4e1a\u52a1\u6d41\u7a0b\u8fdb\u884c\u62c6\u89e3\u5206\u6790\uff0c\u4f8b\u5982\u4e0d\u540c\u6e20\u9053\u7684\u7528\u6237\u4ed8\u8d39\u7387<\/li>\n<\/ul>\n<p><strong>\u7b2c\u56db\u4e2a\u95ee\u9898\uff1a\u6ce8\u610f\u4e8b\u9879<\/strong><br \/>\n\u8981\u6ce8\u610f<strong>\u8f9b\u666e\u68ee\u6096\u8bba<\/strong>\uff0c\u5728\u6709\u4e9b\u60c5\u51b5\u4e0b\uff0c\u8003\u5bdf\u6570\u636e\u6574\u4f53\u548c\u8003\u5bdf\u6570\u636e\u7684\u4e0d\u540c\u90e8\u5206\uff0c\u4f1a\u5f97\u5230\u76f8\u53cd\u7684\u7ed3\u8bba\u3002\u4f7f\u7528\u591a\u7ef4\u5ea6\u62c6\u89e3\u5206\u6790\u65b9\u6cd5\uff0c\u53ef\u4ee5\u9632\u6b62\u8f9b\u666e\u68ee\u6096\u8bba\u3002<\/p>\n<h4>\u5bf9\u6bd4\u5206\u6790\u65b9\u6cd5<\/h4>\n<p>\u4f7f\u7528\u5bf9\u6bd4\u5206\u6790\u4e3b\u8981\u6709\u4e24\u4e2a\u95ee\u9898\uff1a\u548c\u8c01\u6bd4\uff0c\u5982\u4f55\u6bd4\u8f83\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_15.png\" alt=\"\" \/><\/p>\n<h5>\u548c\u8c01\u6bd4<\/h5>\n<p>\u4e00\u822c\u5206\u4e3a\u4e24\u79cd\uff1a\u548c\u81ea\u5df1\u6bd4\uff0c\u548c\u884c\u4e1a\u6bd4<\/p>\n<h5>\u5982\u4f55\u6bd4\u8f83<\/h5>\n<p>\u4e00\u822c\u4ece\u4e09\u4e2a\u7ef4\u5ea6\u6bd4\u8f83\uff1a\u6570\u636e\u6574\u4f53\u7684\u5927\u5c0f\u3001\u6570\u636e\u6574\u4f53\u7684\u6ce2\u52a8\u3001\u8d8b\u52bf\u53d8\u5316<\/p>\n<ul>\n<li>\u6570\u636e\u6574\u4f53\u7684\u5927\u5c0f\uff1a\u5e38\u7528\u5e73\u5747\u503c\u3001\u4e2d\u4f4d\u6570\u6216\u8005\u67d0\u4e2a\u4e1a\u52a1\u6307\u6807\uff1b<\/li>\n<li>\u6570\u636e\u6574\u4f53\u7684\u6ce2\u52a8\uff1a\u6807\u51c6\u5dee\u9664\u4ee5\u5e73\u5747\u503c\u5f97\u5230\u7684\u503c\u53eb\u505a\u53d8\u5f02\u7cfb\u6570\uff0c\u53d8\u5f02\u7cfb\u6570\u53ef\u4ee5\u8861\u91cf\u6574\u4f53\u6570\u636e\u7684\u6ce2\u52a8\u60c5\u51b5\uff1b<\/li>\n<li>\u8d8b\u52bf\u53d8\u5316\uff1a\u8d8b\u52bf\u53d8\u5316\u662f\u4ece\u65f6\u95f4\u7ef4\u5ea6\u6765\u770b\u6570\u636e\u968f\u7740\u65f6\u95f4\u53d1\u751f\u7684\u53d8\u5316\u3002\u5e38\u7528\u65b9\u6cd5\u662f\u65f6\u95f4\u6298\u7ebf\u56fe\uff0c\u73af\u6bd4\u548c\u540c\u6bd4\u3002\n<ul>\n<li>\u73af\u6bd4\u662f\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6bb5\u5bf9\u6bd4\uff0c\u7528\u4e8e\u89c2\u5bdf\u77ed\u671f\u7684\u6570\u636e\u96c6\uff1b<\/li>\n<li>\u540c\u6bd4\u662f\u4e0e\u53bb\u5e74\u7edf\u4e00\u65f6\u95f4\u6bb5\u8fdb\u884c\u5bf9\u6bd4\uff0c\u7528\u4e8e\u89c2\u5bdf\u957f\u671f\u7684\u6570\u636e\u96c6\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u5728\u5b9e\u9645\u5e94\u7528\u5bf9\u6bd4\u5206\u6790\u65b9\u6cd5\u7684\u65f6\u5019\uff0c\u4e3a\u4e86\u9632\u6b62\u9057\u6f0f\u53ef\u4ee5\u7528\u5bf9\u6bd4\u8868\u683c\u6765\u8bb0\u5f55\u6bd4\u8f83\u7684\u7ef4\u5ea6\uff0c\u9632\u6b62\u9057\u6f0f\u91cd\u8981\u4fe1\u606f\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_16.png\" alt=\"\" \/><\/p>\n<p>\u53ef\u4ee5\u7528\u4e0b\u56fe\u8bb0\u4f4f\u5bf9\u6bd4\u5206\u6790\u65b9\u6cd5\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_17.png\" alt=\"\" \/><\/p>\n<p><strong>\u7b2c\u4e00\u4e2a\u95ee\u9898\uff1a\u662f\u4ec0\u4e48\uff1f<\/strong><br \/>\n\u9700\u8981\u5bf9\u51e0\u4e2a\u5bf9\u8c61\u8fdb\u884c\u6bd4\u8f83\u7684\u65f6\u5019\uff0c\u5c31\u8981\u7528\u5bf9\u6bd4\u5206\u6790\u65b9\u6cd5\uff0c\u6ca1\u6709\u5bf9\u6bd4\u5c31\u6ca1\u6709\u597d\u574f<\/p>\n<p><strong>\u7b2c\u4e8c\u4e2a\u95ee\u9898\uff1a\u6709\u4ec0\u4e48\u7528\uff1f<\/strong><br \/>\n\u5728\u65e5\u5e38\u751f\u6d3b\u4e2d\uff0c\u6211\u4eec\u7ecf\u5e38\u4f1a\u7528\u5230\u5bf9\u6bd4\u5206\u6790\u65b9\u6cd5\uff0c\u4f8b\u5982\u5973\u53cb\u901a\u8fc7\u5bf9\u6bd4\u5206\u6790\u65b9\u6cd5\u6765\u5224\u65ad\u81ea\u5df1\u4f53\u91cd\u662f\u4e0d\u662f\u51fa\u4e86\u95ee\u9898\u3002<br \/>\n\u5728\u5fc3\u7406\u5b66\u4e2d\u6709\u201c\u4ef7\u683c\u951a\u5b9a\u201d\uff0c\u901a\u8fc7\u548c\u4ef7\u683c\u951a\u70b9\u5bf9\u6bd4\uff0c\u4e00\u4e9b\u5546\u54c1\u4f1a\u5356\u5f97\u66f4\u597d\u3002<br \/>\n\u5728\u6570\u636e\u5206\u6790\u4e2d\uff0c\u6211\u4eec\u901a\u8fc7\u5bf9\u6bd4\u5206\u6790\u65b9\u6cd5\uff0c\u6765\u8ffd\u8e2a\u4e1a\u52a1\u662f\u5426\u6709\u95ee\u9898\uff0c\u4f8b\u5982A\/B\u6d4b\u8bd5\u3002<\/p>\n<p><strong>\u7b2c\u4e09\u4e2a\u95ee\u9898\uff1a\u5982\u4f55\u7528\uff1f<\/strong><br \/>\n\u8fdb\u884c\u5bf9\u6bd4\u5206\u6790\uff0c\u9700\u8981\u5f04\u6e05\u695a\u4e24\u4e2a\u95ee\u9898\uff1a\u548c\u8c01\u6bd4\uff0c\u5982\u4f55\u6bd4\u8f83\u3002<br \/>\n\u548c\u8c01\u6bd4\u662f\u6307\uff0c\u8981\u5f04\u6e05\u695a\u662f\u548c\u81ea\u5df1\u6bd4\u8fd8\u662f\u548c\u884c\u4e1a\u6bd4\u3002\u548c\u81ea\u5df1\u6bd4\u662f\u6307\u548c\u81ea\u5df1\u8fc7\u53bb\u7684\u5386\u53f2\u6570\u636e\u6bd4\u8f83\u3002\u9047\u5230\u95ee\u9898\uff0c\u60f3\u77e5\u9053\u662f\u884c\u4e1a\u8d8b\u52bf\uff0c\u8fd8\u662f\u81ea\u8eab\u539f\u56e0\uff0c\u5c31\u53ef\u4ee5\u548c\u884c\u4e1a\u503c\u5bf9\u6bd4\u3002<br \/>\n\u5bf9\u4e8e\u5982\u4f55\u6bd4\u8f83\uff0c\u4e00\u822c\u6709\u4ee5\u4e0b\u4e09\u4e2a\u7ef4\u5ea6\uff1a<\/p>\n<ul>\n<li>\u7528\u5e73\u5747\u503c\u3001\u4e2d\u4f4d\u6570\u6216\u8005\u67d0\u4e2a\u4e1a\u52a1\u6307\u6807\u6765\u8861\u91cf\u6574\u4f53\u6570\u636e\u7684\u5927\u5c0f\uff1b<\/li>\n<li>\u7528\u53d8\u5f02\u7cfb\u6570\u6765\u8861\u91cf\u6574\u4f53\u6570\u636e\u7684\u6ce2\u52a8\u60c5\u51b5<\/li>\n<li>\u4ece\u65f6\u95f4\u7ef4\u5ea6\u6765\u770b\u6570\u636e\u968f\u7740\u65f6\u95f4\u53d1\u751f\u7684\u8d8b\u52bf\u53d8\u5316\uff0c\u5e38\u7528\u7684\u65b9\u6cd5\u662f\u65f6\u95f4\u6298\u7ebf\u56fe\u3001\u73af\u6bd4\u548c\u540c\u6bd4<\/li>\n<\/ul>\n<p><strong>\u7b2c\u56db\u4e2a\u95ee\u9898\uff1a\u6ce8\u610f\u4e8b\u9879<\/strong><br \/>\n\u5728\u8fdb\u884c\u6bd4\u8f83\u7684\u65f6\u5019\uff0c\u9700\u8981\u6ce8\u610f\u6bd4\u8f83\u5bf9\u8c61\u7684\u89c4\u6a21\u4fdd\u6301\u4e00\u81f4\u3002<\/p>\n<h4>\u5047\u8bbe\u68c0\u9a8c\u5206\u6790\u65b9\u6cd5<\/h4>\n<p>\u5047\u8bbe\u68c0\u9a8c\u5206\u6790\u65b9\u6cd5\u7684\u6b65\u9aa4\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u63d0\u51fa\u5047\u8bbe<\/li>\n<li>\u6536\u96c6\u8bc1\u636e<\/li>\n<li>\u5f97\u51fa\u7ed3\u8bba<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_16-1.png\" alt=\"\" \/><\/p>\n<h5>\u63d0\u51fa\u5047\u8bbe<\/h5>\n<p>\u53ef\u4ee5\u4ece\u7528\u6237\u3001\u4ea7\u54c1\u3001\u7ade\u54c1\u8fd9\u4e09\u4e2a\u7ef4\u5ea6\u63d0\u51fa\u5047\u8bbe\uff1a<\/p>\n<ul>\n<li>\u5047\u8bbe\u7528\u6237\u6709\u95ee\u9898\uff1a\u53ef\u4ee5\u4ece\u7528\u6237\u6765\u6e90\u6e20\u9053\u8fd9\u4e2a\u7ef4\u5ea6\u6765\u62c6\u89e3\u5206\u6790\uff0c\u6216\u8005\u753b\u51fa\u7528\u6237\u4f7f\u7528\u4ea7\u54c1\u7684\u4e1a\u52a1\u6d41\u7a0b\u56fe\u6765\u5206\u6790\u539f\u56e0\uff1b<\/li>\n<li>\u5047\u8bbe\u4ea7\u54c1\u6709\u95ee\u9898\uff1a\u53ef\u4ee5\u7814\u7a76\u8fd9\u6bb5\u65f6\u95f4\u9500\u552e\u7684\u4ea7\u54c1\u662f\u5426\u7b26\u5408\u7528\u6237\u7684\u9700\u6c42\uff1b<\/li>\n<li>\u5047\u8bbe\u662f\u7ade\u54c1\u5bfc\u81f4\u7684\u95ee\u9898\uff1a\u53ef\u4ee5\u770b\u7ade\u54c1\u662f\u4e0d\u662f\u5728\u641e\u4ec0\u4e48\u4f18\u60e0\u6d3b\u52a8\uff0c\u7528\u6237\u8dd1\u5230\u7ade\u4e89\u5bf9\u624b\u90a3\u91cc\u53bb\u4e86<\/li>\n<\/ul>\n<p><strong>4P\u8425\u9500\u7406\u8bba<\/strong><br \/>\n4P\u8425\u9500\u7406\u8bba\u4ea7\u751f\u4e8e20\u4e16\u7eaa60\u5e74\u4ee3\u7684\u7f8e\u56fd\uff0c\u5b83\u662f\u968f\u7740\u8425\u9500\u7ec4\u5408\u7406\u8bba\u7684\u63d0\u51fa\u800c\u51fa\u73b0\u7684\u3002\u8425\u9500\u7ec4\u5408\u5b9e\u9645\u4e0a\u6709\u51e0\u5341\u4e2a\u8981\u7d20\uff0c\u8fd9\u4e9b\u8981\u7d20\u53ef\u4ee5\u6982\u62ec\u4e3a4\u7c7b:\u4ea7\u54c1\u3001\u4ef7\u683c\u3001\u6e20\u9053\u3001\u4fc3\u9500\u3002<\/p>\n<ul>\n<li>\u4ea7\u54c1\uff1a\u516c\u53f8\u63d0\u4f9b\u7ed9\u76ee\u6807\u5e02\u573a\u6709\u5f62\u6216\u8005\u65e0\u5f62\u7684\u4ea7\u54c1\uff0c\u5305\u62ec\u5b9e\u4f53\u4ea7\u54c1\u3001\u54c1\u724c\u3001\u5305\u88c5\u3001\u6837\u5f0f\u3001\u670d\u52a1\u3001\u6280\u672f\u7b49\uff1b<\/li>\n<li>\u4ef7\u683c\uff1a\u7528\u6237\u8d2d\u4e70\u4ea7\u54c1\u65f6\u7684\u4ef7\u683c\uff0c\u5305\u62ec\u57fa\u672c\u4ef7\u683c\u3001\u6298\u6263\u4ef7\u683c\u3001\u4ed8\u6b3e\u671f\u9650\u4ee5\u53ca\u5404\u79cd\u5b9a\u4ef7\u65b9\u6cd5\u548c\u5b9a\u4ef7\u6280\u5de7\u7b49\uff1b<\/li>\n<li>\u6e20\u9053\uff1a\u4ea7\u54c1\u4ece\u751f\u4ea7\u516c\u53f8\u5230\u6d88\u8d39\u7528\u6237\u6240\u7ecf\u5386\u7684\u9500\u552e\u8def\u5f84\uff1b<\/li>\n<li>\u4fc3\u9500\uff1a\u662f\u6307\u4f01\u4e1a\u5229\u7528\u5404\u79cd\u65b9\u6cd5\u523a\u6fc0\u7528\u6237\u6d88\u8d39\uff0c\u6765\u4fc3\u8fdb\u9500\u552e\u7684\u589e\u957f\u3002\u5305\u62ec\u5e7f\u544a\u3001\u4eba\u5458\u63a8\u9500\u3001\u8425\u9500\u63a8\u5e7f\u7b49\u3002\u4f8b\u5982\u4e70\u4e00\u9001\u4e00\u3001\u8fc7\u8282\u6253\u6298\u7b49<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_17-1.png\" alt=\"\" \/><\/p>\n<p>4P\u8425\u9500\u7406\u8bba\u662f\u4ece\u516c\u53f8\u89d2\u5ea6\u51fa\u53d1\u7814\u7a76\u4ea7\u54c1\u7684\u3002\u8fd8\u53ef\u4ee5\u4ece\u7528\u6237\u89d2\u5ea6\u51fa\u53d1\u53bb\u7814\u7a76\u4ea7\u54c1\uff0c\u4e5f\u5c31\u662f\u4ece\u7528\u6237\u4f7f\u7528\u4ea7\u54c1\u7684\u4e1a\u52a1\u6d41\u7a0b\u6765\u68c0\u67e5\u5254\u9664\u7684\u5047\u8bbe\u662f\u5426\u6709\u6f0f\u6d1e\uff1a<br \/>\n\u4f8b\u5982\uff0c\u67d0\u7ebf\u4e0a\u5e97\u94fa\u6700\u8fd1\u7ed9\u65b0\u4f1a\u5458\u7684\u6298\u6263\u5238\u7684\u9886\u53d6\u7387\u964d\u4f4e\uff0c\u539f\u56e0\u662f\u4ec0\u4e48\u5462?\u53ef\u4ee5\u5148\u753b\u51fa\u4e1a\u52a1\u6d41\u7a0b\uff0c\u6839\u636e\u4e1a\u52a1\u6d41\u7a0b\uff0c\u63d0\u51fa\u4ee5\u4e0b\u5047\u8bbe:<br \/>\n<img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_18.png\" alt=\"\" \/><\/p>\n<h5>\u6ce8\u610f\u4e8b\u9879<\/h5>\n<p>\u5047\u8bbe\u68c0\u9a8c\u5206\u6790\u65b9\u6cd5\u9700\u8981\u6ce8\u610f4\u4e2a\u5730\u65b9:<br \/>\n(1)\u7b2c3\u6b65\u5f97\u51fa\u7684\u7ed3\u8bba\u4e0d\u662f\u4e3b\u89c2\u731c\u60f3\u51fa\u6765\u7684\uff0c\u800c\u662f\u8981\u4f9d\u9760\u627e\u5230\u7684\u8bc1\u636e\u53bb\u8bc1\u660e;<br \/>\n(2)\u5047\u8bbe\u68c0\u9a8c\u76843\u6b65\u662f\u4e00\u4e2a\u9700\u8981\u4e0d\u65ad\u91cd\u590d\u7684\u8fc7\u7a0b\u3002\u5728\u5f97\u51fa\u7ed3\u8bba\u4ee5\u540e\uff0c\u5206\u6790\u8fd8\u6ca1\u6709\u505c\u6b62\uff0c\u8981\u591a\u95ee\u51e0\u4e2a\u4e3a\u4ec0\u4e48\uff0c\u7136\u540e\u7528\u6570\u636e\u53bb\u9a8c\u8bc1\u3002\u4e0d\u65ad\u91cd\u590d\u5047\u8bbe\u5206\u6790\u7684\u8fd9\u4e2a\u8fc7\u7a0b\uff0c\u76f4\u5230\u627e\u5230\u95ee\u9898\u7684\u6839\u6e90\uff1b<br \/>\n(3)\u5728\u4f7f\u7528\u5047\u8bbe\u68c0\u9a8c\u5206\u6790\u65b9\u6cd5\u7684\u8fc7\u7a0b\u4e2d\uff0c\u8fd8\u8981\u7528\u5230\u5176\u4ed6\u5206\u6790\u65b9\u6cd5;<br \/>\n(4)\u5728\u5f00\u59cb\u5206\u6790\u4e4b\u524d\uff0c\u4e3a\u4e86\u7406\u6e05\u695a\u601d\u8def\uff0c\u53ef\u4ee5\u505a\u4e00\u4e2a\u5047\u8bbe\u68c0\u9a8c\u5206\u6790\u56fe\uff0c\u5c06\u95ee\u9898\u3001\u5047\u8bbe\u3001\u6570\u636e\u4ece\u4e0a\u81f3\u4e0b\u8fde\u8d77\u6765\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_19.png\" alt=\"\" \/><\/p>\n<p>\u5047\u8bbe\u68c0\u9a8c\u5206\u6790\u65b9\u6cd5\u53ef\u4ee5\u603b\u7ed3\u5982\u4e0b\u56fe\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_18-1.png\" alt=\"\" \/><\/p>\n<p><strong>\u7b2c\u4e00\u4e2a\u95ee\u9898\uff1a\u662f\u4ec0\u4e48\uff1f<\/strong><br \/>\n\u5047\u8bbe\u68c0\u9a8c\u5206\u6790\u65b9\u6cd5\u5c31\u662f\u903b\u8f91\u63a8\u7406\uff0c\u662f\u4e00\u79cd\u7528\u6570\u636e\u6765\u505a\u51b3\u7b56\u7684\u8fc7\u7a0b\uff0c\u4ed6\u5206\u4e3a\u4e09\u6b65\uff1a\u5254\u9664\u5047\u8bbe\uff0c\u6536\u96c6\u8bc1\u636e\uff0c\u5f97\u51fa\u7ed3\u8bba\u3002<\/p>\n<p><strong>\u7b2c\u4e8c\u4e2a\u95ee\u9898\uff1a\u6709\u4ec0\u4e48\u7528\uff1f<\/strong><br \/>\n\u5047\u8bbe\u68c0\u9a8c\u5206\u6790\u65b9\u6cd5\u80cc\u540e\u7684\u539f\u7406\u5c31\u662f\u903b\u8f91\u63a8\u7406\uff0c\u6240\u4ee5\u5b66\u4f1a\u8fd9\u4e2a\u65b9\u6cd5\u4ee5\u540e\uff0c\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u6211\u4eec\u7684\u903b\u8f91\u601d\u7ef4\u80fd\u529b\u3002<br \/>\n\u5047\u8bbe\u68c0\u9a8c\u5206\u6790\u65b9\u6cd5\u7684\u53e6\u4e00\u4e2a\u4f5c\u7528\u662f\u53ef\u4ee5\u5206\u6790\u95ee\u9898\u53d1\u751f\u7684\u539f\u56e0\uff0c\u4e5f\u53eb\u4f5c\u5f52\u56e0\u5206\u6790\u3002\u4ee5\u540e\u5206\u6790\u95ee\u9898\u53d1\u751f\u7684\u539f\u56e0\uff0c\u5c31\u53ef\u4ee5\u4f7f\u7528\u5047\u8bbe\u68c0\u9a8c\u5206\u6790\u65b9\u6cd5\u3002<\/p>\n<p><strong>\u7b2c\u4e09\u4e2a\u95ee\u9898\uff1a\u5982\u4f55\u7528\uff1f<\/strong><br \/>\n\u53ef\u4ee5\u4ece\u4e09\u4e2a\u7ef4\u5ea6\u6765\u5ba2\u89c2\u5730\u5254\u9664\u5047\u8bbe\uff0c\u540c\u65f6\u9632\u6b62\u9057\u6f0f\u5047\u8bbe\uff1a<\/p>\n<ol>\n<li>\u4ece\u7528\u6237\u3001\u4ea7\u54c1\u3001\u7ade\u54c1\u8fd9\u4e09\u4e2a\u7ef4\u5ea6\u63d0\u51fa\u5047\u8bbe\uff1b<\/li>\n<li>\u4ece4P\u8425\u9500\u7406\u8bba\u63d0\u51fa\u5047\u8bbe\uff1b<\/li>\n<li>\u4ece\u4e1a\u52a1\u6d41\u7a0b\u63d0\u51fa\u5047\u8bbe<\/li>\n<\/ol>\n<p><strong>\u7b2c\u56db\u4e2a\u95ee\u9898\uff1a\u6ce8\u610f\u4e8b\u9879<\/strong><br \/>\n(1)\u7b2c3\u6b65\u5f97\u51fa\u7684\u7ed3\u8bba\u4e0d\u662f\u4e3b\u89c2\u731c\u60f3\u51fa\u6765\u7684\uff0c\u800c\u662f\u8981\u4f9d\u9760\u627e\u5230\u7684\u8bc1\u636e\u53bb\u8bc1\u660e;<br \/>\n(2)\u5047\u8bbe\u68c0\u9a8c\u76843\u6b65\u662f\u4e00\u4e2a\u9700\u8981\u4e0d\u65ad\u91cd\u590d\u7684\u8fc7\u7a0b\u3002\u5728\u5f97\u51fa\u7ed3\u8bba\u4ee5\u540e\uff0c\u5206\u6790\u8fd8\u6ca1\u6709\u505c\u6b62\uff0c\u8981\u591a\u95ee\u51e0\u4e2a\u4e3a\u4ec0\u4e48\uff0c\u7136\u540e\u7528\u6570\u636e\u53bb\u9a8c\u8bc1\u3002\u4e0d\u65ad\u91cd\u590d\u5047\u8bbe\u5206\u6790\u7684\u8fd9\u4e2a\u8fc7\u7a0b\uff0c\u76f4\u5230\u627e\u5230\u95ee\u9898\u7684\u6839\u6e90\uff1b<br \/>\n(3)\u5728\u4f7f\u7528\u5047\u8bbe\u68c0\u9a8c\u5206\u6790\u65b9\u6cd5\u7684\u8fc7\u7a0b\u4e2d\uff0c\u8fd8\u8981\u7528\u5230\u5176\u4ed6\u5206\u6790\u65b9\u6cd5;<br \/>\n(4)\u5728\u5f00\u59cb\u5206\u6790\u4e4b\u524d\uff0c\u4e3a\u4e86\u7406\u6e05\u695a\u601d\u8def\uff0c\u53ef\u4ee5\u505a\u4e00\u4e2a\u5047\u8bbe\u68c0\u9a8c\u5206\u6790\u56fe\uff0c\u5c06\u95ee\u9898\u3001\u5047\u8bbe\u3001\u6570\u636e\u4ece\u4e0a\u81f3\u4e0b\u8fde\u8d77\u6765\u3002<\/p>\n<h4>\u76f8\u5173\u6027\u5206\u6790\u65b9\u6cd5<\/h4>\n<p>\u5f53\u7814\u7a76\u4e24\u79cd\u6216\u8005\u4e24\u79cd\u4ee5\u4e0a\u7684\u6570\u636e\u4e4b\u95f4\u6709\u4ec0\u4e48\u5173\u7cfb\u65f6\uff0c\u901a\u5e38\u4f7f\u7528\u76f8\u5173\u6027\u5206\u6790\u3002<\/p>\n<p>\u5224\u65ad\u76f8\u5173\u7cfb\u6570\u7684\u6570\u503c\u5927\u5c0f\u5e76\u6ca1\u6709\u7edf\u4e00\u89c4\u5b9a\uff0c\u4e00\u822c\u5c06\u76f8\u5173\u7cfb\u6570\u5206\u4e3a3\u90e8\u5206:<\/p>\n<ul>\n<li>\u5982\u679c\u76f8\u5173\u7cfb\u6570\u7684\u7edd\u5bf9\u503c\u57280~0.3\uff0c\u5c31\u8ba4\u4e3a\u662f\u4f4e\u5ea6\u76f8\u5173;<\/li>\n<li>\u5982\u679c\u76f8\u5173\u7cfb\u6570\u7684\u7edd\u5bf9\u503c\u57280.3~0.6\uff0c\u5c31\u8ba4\u4e3a\u662f\u4e2d\u5ea6\u76f8\u5173;<\/li>\n<li>\u5982\u679c\u76f8\u5173\u7cfb\u6570\u7684\u7edd\u5bf9\u503c\u57280.6~1\uff0c\u5c31\u8ba4\u4e3a\u662f\u9ad8\u5ea6\u76f8\u5173\u3002<br \/>\n\u6839\u636e\u8fd9\u4e2a\u5927\u81f4\u7684\u76f8\u5173\u7cfb\u6570\u5206\u7c7b\uff0c\u5c31\u53ef\u4ee5\u77e5\u9053\u4e24\u79cd\u6570\u636e\u7684\u76f8\u5173\u7a0b\u5ea6\u3002<\/li>\n<\/ul>\n<p>\u5904\u7406\u5f02\u5e38\u503c\u4e00\u822c\u6709\u4e09\u79cd\u60c5\u51b5\uff1a<\/p>\n<ul>\n<li>\u5f02\u5e38\u503c\u53ef\u80fd\u662f\u4e00\u4e2a\u88ab\u9519\u8bef\u8bb0\u5f55\u7684\u6570\u636e\u503c\uff0c\u5982\u679c\u662f\u8fd9\u6837\uff0c\u5c31\u53ef\u4ee5\u5728\u8fdb\u4e00\u6b65\u5206\u6790\u4e4b\u524d\u628a\u5b83\u4fee\u6b63\u3002\u4f8b\u5982\u5728\u4eba\u53e3\u767b\u8bb0\u7cfb\u7edf\u4e2d\uff0c\u4f60\u8bef\u5c06\u67d0\u540d\u7537\u6027\u5a74\u513f\u7684\u6027\u522b\u8f93\u5165\u6210\u201c\u5973\u201d\uff0c\u8fd9\u79cd\u60c5\u51b5\u4e0b\u7684\u5f02\u5e38\u503c\uff0c\u5c31\u9700\u8981\u8fdb\u4e00\u6b65\u6838\u5b9e\u4fee\u6b63;<\/li>\n<li>\u5f02\u5e38\u503c\u4e5f\u53ef\u80fd\u662f\u4e00\u4e2a\u88ab\u9519\u8bef\u5305\u542b\u5728\u6570\u636e\u91cc\u9762\u7684\u503c\uff0c\u5982\u679c\u662f\u8fd9\u6837\uff0c\u5219\u53ef\u4ee5\u628a\u5b83\u5220\u9664\u3002\u4f8b\u5982\u5728\u4eba\u53e3\u767b\u8bb0\u7cfb\u7edf\u4e2d\uff0c\u4f60\u4e0d\u5c0f\u5fc3\u628a\u5ba0\u7269\u7684\u59d3\u540d\u201c\u738b\u4e8c\u72d7\u201d\u8bb0\u5f55\u8fdb\u53bb\u4e86\uff0c\u8bb0\u5f55\u7684\u5e74\u9f84\u662f10\u5c81\uff0c\u8eab\u9ad8\u662f1\u7c73\uff0c\u8fd9\u660e\u663e\u4e0d\u7b26\u5408\u6b63\u5e38\u60c5\u51b5\u4e0b\u768410\u5c81\u513f\u7ae5\u8eab\u9ad8\u3002\u8bc6\u522b\u51fa\u5f02\u5e38\u503c\u540e\uff0c\u53ef\u4ee5\u8fdb\u884c\u6838\u5bf9\uff0c\u5982\u679c\u662f\u9519\u8bef\u6570\u636e\uff0c\u4e00\u5b9a\u8981\u5c06\u5176\u5220\u6389;<\/li>\n<li>\u5f02\u5e38\u503c\u4e5f\u53ef\u80fd\u662f\u4e00\u4e2a\u53cd\u5e38\u7684\u6570\u636e\u503c\uff0c\u5b83\u662f\u88ab\u6b63\u786e\u8bb0\u5f55\u5e76\u4e14\u5c5e\u4e8e\u6570\u636e\u96c6\uff0c\u8fd9\u79cd\u60c5\u51b5\u4e0b\u5b83\u5e94\u8be5\u88ab\u4fdd\u7559\u3002\u4f8b\u5982\u4f60\u6240\u5728\u7684\u516c\u53f8\u53d1\u5e03\u4e86\u4e00\u6b3e\u4ea7\u54c1\uff0c\u6ca1\u60f3\u5230\u5168\u7403\u7528\u6237\u90fd\u559c\u6b22\u7528\uff0c\u53d1\u5e03\u4f1a\u5f53\u5929\u9500\u552e\u91cf\u66b4\u589e\u3002\u8fd9\u65f6\u5019\u7684\u9500\u552e\u91cf\u6bd4\u65e5\u5e38\u9500\u552e\u91cf\u9ad8\u51fa\u5f88\u591a\uff0c\u5c5e\u4e8e\u5f02\u5e38\u503c\uff0c\u4f46\u662f\u8fd9\u4e2a\u503c\u4ee3\u8868\u4e86\u9500\u552e\u7684\u5b9e\u9645\u6570\u503c\uff0c\u5e94\u8be5\u4fdd\u7559\u3002<\/li>\n<\/ul>\n<p>\u76f8\u5173\u6027\u5206\u6790\u65b9\u6cd5\u53ef\u4ee5\u603b\u7ed3\u5982\u4e0b\u56fe\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_19-1.png\" alt=\"\" \/><\/p>\n<p><strong>\u7b2c1\u4e2a\u95ee\u9898:\u662f\u4ec0\u4e48?<\/strong><br \/>\n\u5f53\u6211\u4eec\u7814\u7a76\u4e24\u79cd\u6216\u8005\u4e24\u79cd\u4ee5\u4e0a\u6570\u636e\u4e4b\u95f4\u6709\u4ec0\u4e48\u5173\u7cfb\u7684\u65f6\u5019\uff0c\u5c31\u8981\u7528\u5230\u76f8\u5173\u5206\u6790\u3002<\/p>\n<p><strong>\u7b2c2\u4e2a\u95ee\u9898:\u6709\u4ec0\u4e48\u7528?<\/strong><br \/>\n\uff081\uff09\u5728\u7814\u7a76\u4e24\u79cd\u4ee5\u4e0a\u6570\u636e\u4e4b\u95f4\u6709\u4ec0\u4e48\u5173\u7cfb\uff0c\u6216\u8005\u67d0\u4e2a\u4e8b\u60c5\u53d7\u5230\u5176\u4ed6\u56e0\u7d20\u600e\u6837\u7684\u5f71\u54cd\u7b49\u95ee\u9898\u7684\u65f6\u5019\uff0c\u5c31\u53ef\u4ee5\u4f7f\u7528\u76f8\u5173\u5206\u6790;<br \/>\n\uff082\uff09\u5728\u89e3\u51b3\u95ee\u9898\u7684\u8fc7\u7a0b\u4e2d\uff0c\u76f8\u5173\u5206\u6790\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u6269\u5927\u601d\u8def\uff0c\u5c06\u89c6\u91ce\u4ece\u4e00\u79cd\u6570\u636e\u6269\u5927\u5230\u4e24\u79cd\u751a\u81f3\u591a\u79cd\u6570\u636e;<br \/>\n\uff083\uff09\u901a\u4fd7\u6613\u61c2\uff0c\u4fbf\u4e8e\u548c\u5176\u4ed6\u4eba\u6c9f\u901a\uff0c\u65b9\u4fbf\u5f97\u5230\u4ed6\u4eba\u7684\u7406\u89e3\u548c\u8ba4\u53ef;<br \/>\n\uff084\uff09\u76f8\u5173\u5206\u6790\u53ef\u4ee5\u548c\u5176\u4ed6\u5206\u6790\u65b9\u6cd5\u76f8\u7ed3\u5408\uff0c\u5e2e\u52a9\u8fdb\u884c\u6df1\u5165\u5206\u6790\u3002<\/p>\n<p><strong>\u7b2c3\u4e2a\u95ee\u9898:\u5982\u4f55\u7528?<\/strong><br \/>\n\u76f8\u5173\u5206\u6790\u5c31\u662f\u5f97\u5230\u76f8\u5173\u7cfb\u6570\uff0c\u76f8\u5173\u7cfb\u6570\u6709\u4e24\u4e2a\u4f5c\u7528:<br \/>\n\uff081\uff09\u76f8\u5173\u7cfb\u6570\u7684\u6570\u503c\u5927\u5c0f\u53ef\u4ee5\u8868\u793a\u4e24\u79cd\u6570\u636e\u7684\u76f8\u5173\u7a0b\u5ea6\u3002\u4e00\u822c\u76f8\u5173\u7cfb\u6570\u7684\u503c\u5927\u4e8e0.6\u6216\u8005\u5c0f\u4e8e-0.6\uff0c\u8868\u793a\u4e24\u79cd\u6570\u636e\u4e4b\u95f4\u9ad8\u5ea6\u76f8\u5173;<br \/>\n\uff082\uff09\u76f8\u5173\u7cfb\u6570\u7684\u6570\u503c\u6b63\u8d1f\u53ef\u4ee5\u53cd\u6620\u4e24\u79cd\u6570\u636e\u4e4b\u95f4\u7684\u76f8\u5173\u65b9\u5411\u3002\u901a\u5e38\uff0c\u5728\u505a\u76f8\u5173\u5206\u6790\u7684\u65f6\u5019\uff0c\u4f1a\u5728\u6563\u70b9\u56fe\u4e0a\u7ed9\u51fa\u76f8\u5173\u7cfb\u6570\u3002\u8fd8\u4ecb\u7ecd\u4e86\u4e00\u79cd\u5e94\u7528\u76f8\u5173\u5206\u6790\u7684\u6a21\u5c31\u662f\u627e\u51fa\u54ea\u4e9b\u56e0\u7d20\u4e0e\u5206\u6790\u76ee\u6807\u76f8\u5173\u3002<\/p>\n<p><strong>\u7b2c4\u4e2a\u95ee\u9898\uff0c\u6ce8\u610f\u4e8b\u9879<\/strong><br \/>\n\u9700\u8981\u6ce8\u610f\u7684\u662f\u76f8\u5173\u5173\u7cfb\u4e0d\u7b49\u4e8e\u56e0\u679c\u5173\u7cfb\uff1a<br \/>\n\u5982\u4f55\u5224\u65ad\u4e24\u79cd\u6570\u636e\u4e4b\u95f4\u662f\u76f8\u5173\u5173\u7cfb\uff0c\u8fd8\u662f\u56e0\u679c\u5173\u7cfb\u5462?<br \/>\n\u8981\u7528\u5230\u201c\u5355\u53d8\u91cf\u63a7\u5236\u6cd5\u201d\uff0c\u4e5f\u5c31\u662f\u63a7\u5236\u5176\u4ed6\u56e0\u7d20\u4e0d\u53d8\uff0c\u53ea\u6539\u53d8\u5176\u4e2d\u4e00\u4e2a\u56e0\u7d20\uff0c\u7136\u540e\u89c2\u5bdf\u8fd9\u4e2a\u56e0\u7d20\u5bf9\u5b9e\u9a8c\u7ed3\u679c\u7684\u5f71\u54cd\u3002<br \/>\n\u4ec0\u4e48\u65f6\u5019\u9700\u8981\u76f8\u5173\u5173\u7cfb\uff0c\u4ec0\u4e48\u65f6\u5019\u9700\u8981\u56e0\u679c\u5173\u7cfb\u5462?<br \/>\n\u5927\u90e8\u5206\u65f6\u5019\u65e0\u6cd5\u627e\u5230\u56e0\u679c\u5173\u7cfb\uff0c\u4f46\u662f\u4ec5\u4ec5\u77e5\u9053\u76f8\u5173\u5173\u7cfb\u4e5f\u80fd\u5e2e\u52a9\u6211\u4eec\u3002\u5bf9\u4e8e\u6709\u4e9b\u95ee\u9898\uff0c\u9700\u8981\u627e\u51fa\u4e8b\u4ef6\u80cc\u540e\u7684\u539f\u56e0\u3002\u8fd9\u65f6\u5019\u5c31\u9700\u8981\u5148\u901a\u8fc7\u7814\u7a76\u53d1\u73b0\u76f8\u5173\u5173\u7cfb\uff0c\u7136\u540e\u518d\u8fdb\u4e00\u6b65\u53bb\u627e\u51fa\u80cc\u540e\u7684\u539f\u56e0\uff0c\u627e\u51fa\u4e8b\u4ef6\u4e4b\u95f4\u7684\u56e0\u679c\u5173\u7cfb<\/p>\n<h4>\u7fa4\u7ec4\u5206\u6790\u65b9\u6cd5<\/h4>\n<p>\u201c\u7fa4\u7ec4\u5206\u6790\u65b9\u6cd5\u201d(\u4e5f\u53eb\u540c\u671f\u7fa4\u5206\u6790\u65b9\u6cd5)\u662f\u6309\u67d0\u4e2a\u7279\u5f81\uff0c\u5c06\u6570\u636e\u5206\u4e3a\u4e0d\u540c\u7684\u7ec4\uff0c\u7136\u540e\u6bd4\u8f83\u5404\u7ec4\u7684\u6570\u636e\uff0c\u8bf4\u767d\u4e86\u5c31\u662f\u5bf9\u6570\u636e\u5206\u7ec4\u7136\u540e\u6765\u5bf9\u6bd4\u3002<\/p>\n<p>\u7fa4\u7ec4\u5206\u6790\u65b9\u6cd5\u5e38\u7528\u6765\u5206\u6790\u7528\u6237\u7559\u5b58\u7387\uff08\u6216\u6d41\u5931\u7387\uff09\u968f\u4e8b\u4ef6\u53d1\u751f\u54ea\u4e9b\u53d8\u5316\uff0c\u7136\u540e\u627e\u51fa\u7528\u6237\u7559\u4e0b\u6216\u8005\u79bb\u5f00\u7684\u539f\u56e0\u3002<\/p>\n<p>\u5728\u7559\u5b58\u95ee\u9898\u4e2d\uff0c\u901a\u5e38\u6309\u7528\u6237\u5f00\u59cb\u4f7f\u7528\u4ea7\u54c1\u7684\u6708\u4efd\u6765\u5206\u7ec4\uff0c\u8003\u5bdf\u6bcf\u7ec4\u7528\u6237\u7684\u7559\u5b58\u7387\u968f\u7740\u65f6\u95f4\u53d1\u751f\u4e86\u54ea\u4e9b\u53d8\u5316\u3002\u5bf9\u7559\u5b58\u7387\u9ad8\u7684\u7528\u6237\u7ec4\uff0c\u5206\u6790\u4ed6\u4eec\u4e3a\u4ec0\u4e48\u7559\u5b58\uff0c\u5bf9\u7559\u5b58\u7387\u4f4e\u7684\u7528\u6237\u7ec4\uff0c\u5206\u6790\u4ed6\u4eec\u4e3a\u4ec0\u4e48\u6d41\u5931\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_20.png\" alt=\"\" \/><\/p>\n<h5>\u603b\u7ed3<\/h5>\n<p>\u53ef\u4ee5\u7528\u4e0b\u56fe\u8bb0\u4f4f\u7fa4\u7ec4\u5206\u6790\u65b9\u6cd5\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_21.png\" alt=\"\" \/><\/p>\n<p><strong>\u7b2c1\u4e2a\u95ee\u9898:\u662f\u4ec0\u4e48?<\/strong><br \/>\n\u201c\u7fa4\u7ec4\u5206\u6790\u65b9\u6cd5\u201d\u662f\u6309\u67d0\u4e2a\u7279\u5f81\uff0c\u5c06\u6570\u636e\u5206\u4e3a\u4e0d\u540c\u7684\u7ec4\uff0c\u7136\u540e\u6bd4\u8f83\u5404\u7ec4\u7684\u6570<strong>\u636e\u7b2c2\u4e2a\u95ee\u9898:\u6709\u4ec0\u4e48\u7528?<\/strong><br \/>\n\u7fa4\u7ec4\u5206\u6790\u65b9\u6cd5\u5e38\u7528\u6765\u5206\u6790\u7528\u6237\u7559\u5b58\u7387(\u6d41\u5931\u7387) \u968f\u65f6\u95f4\u53d1\u751f\u4e86\u54ea\u4e9b\u53d8\u5316\uff0c\u7136\u540e\u627e\u51fa\u7528\u6237\u7559\u4e0b\u6216\u8005\u79bb\u5f00\u7684\u539f\u56e0\u3002\u5728\u91d1\u878d\u884c\u4e1a\uff0c\u7fa4\u7ec4\u5206\u6790\u65b9\u6cd5\u8fd8\u53ef\u4ee5\u7528\u4e8e\u7528\u6237\u903e\u671f\u5206\u6790\u3002<br \/>\n<strong>\u7b2c3\u4e2a\u95ee\u9898:\u5982\u4f55\u7528?<\/strong><br \/>\n\u5148\u4f7f\u7528\u7fa4\u7ec4\u5206\u6790\u65b9\u6cd5\uff0c\u627e\u5230\u7559\u5b58\u7387\u4f4e\u6216\u7559\u5b58\u7387\u9ad8\u7684\u7ec4;\u7136\u540e\u4f7f\u7528\u5047\u8bbe\u68c0\u9a8c\u3001\u76f8\u5173\u5206\u6790\u7b49\u65b9\u6cd5\uff0c\u7814\u7a76\u4e3a\u4ec0\u4e48\u8fd9\u4e9b\u7ec4\u7559\u5b58\u7387\u4f4e\u6216\u7559\u5b58\u7387\u9ad8\u3002\u627e\u5230\u539f\u56e0\u4ee5\u540e\uff0c\u5c31\u53ef\u4ee5\u5bf9\u5e94\u5730\u4f18\u5316\u4ea7\u54c1\u3002<br \/>\n\u5f53\u7fa4\u7ec4\u5206\u6790\u8868\u683c\u91cc\u7684\u6570\u636e\u6bd4\u8f83\u591a\u7684\u65f6\u5019\uff0c\u76f4\u63a5\u5206\u6790\u8d77\u6765\u6bd4\u8f83\u56f0\u96be\uff0c\u8fd9\u65f6\u53ef\u4ee5\u628a\u6570\u636e\u7ed8\u5236\u6210\u6298\u7ebf\u56fe\uff0c\u8fd9\u6837\u5c31\u53ef\u4ee5\u5f88\u5bb9\u6613\u5730\u53d1\u73b0\u6570\u636e\u53d1\u73b0\u4e86\u54ea\u4e9b\u53d8\u5316\u3002<br \/>\n<strong>\u7b2c4\u4e2a\u95ee\u9898:\u6ce8\u610f\u4e8b\u9879\u3002<\/strong><br \/>\n\u4f7f\u7528\u7fa4\u7ec4\u5206\u6790\u65b9\u6cd5\u9700\u8981\u6ce8\u610f\u5982\u4f55\u5206\u7ec4\uff0c\u9664\u4e86\u6309\u65f6\u95f4\u5206\u7ec4\uff0c\u8fd8\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u7684\u4e1a\u52a1\u573a\u666f\u6765\u786e\u5b9a\u3002<\/p>\n<h4>RFM\u5206\u6790\u65b9\u6cd5<\/h4>\n<p>RFM\u662f3\u4e2a\u6307\u6807\u7684\u7f29\u5199:\u6700\u8fd11\u6b21\u6d88\u8d39\u65f6\u95f4\u95f4\u9694 (Reency)\u3001\u6d88\u8d39\u9891\u7387(Frequency)\u3001\u6d88\u8d39\u91d1\u989d(Monetary)\uff0c\u901a\u8fc7\u8fd93\u4e2a\u6307\u6807\u5bf9\u7528\u6237\u5206\u7c7b\u7684\u65b9\u6cd5\u79f0\u4e3aRFM\u5206\u6790\u65b9\u6cd5\u3002<\/p>\n<ul>\n<li>\u5bf9\u4e8e\u6700\u8fd1\u4e00\u6b21\u6d88\u8d39\u65f6\u95f4\u95f4\u9694\uff08R\uff09\uff0c\u4e0a\u4e00\u6b21\u6d88\u8d39\u79bb\u5f97\u8d8a\u8fd1\uff0c\u4e5f\u5c31\u662fR\u503c\u8d8a\u5c0f\uff0c\u7528\u6237\u4ef7\u503c\u8d8a\u9ad8<\/li>\n<li>\u5bf9\u4e8e\u6d88\u8d39\u9891\u7387\uff08F\uff09\uff0c\u8d2d\u4e70\u9891\u7387\u8d8a\u9ad8\uff0c\u4e5f\u5c31\u662fF\u503c\u8d8a\u5927\uff0c\u7528\u6237\u4ef7\u503c\u8d8a\u9ad8<\/li>\n<li>\u5bf9\u4e8e\u6d88\u8d39\u91d1\u989d\uff08M\uff09\uff0c\u6d88\u8d39\u91d1\u989d\u8d8a\u9ad8\uff0c\u4e5f\u5c31\u662fM\u503c\u8d8a\u5927\uff0c\u7528\u6237\u4ef7\u503c\u8d8a\u9ad8<br \/>\n<img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_22.png\" alt=\"\" \/><\/li>\n<\/ul>\n<p>\u4f7f\u7528RFM\u5bf9\u7528\u6237\u5206\u7c7b\u7684\u8fc7\u7a0b\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li>\u4f7f\u7528\u539f\u59cb\u6570\u636e\u8ba1\u7b97\u51faR\u3001F\u3001M\u503c\uff1b<\/li>\n<li>\u7ed9R\u3001F\u3001M\u503c\u6309\u4ef7\u503c\u6253\u5206\uff0c\u4f8b\u5982\u6309\u7167\u4ef7\u503c\u4ece\u4f4e\u5230\u9ad8\u5206\u4e3a1-5\u5206<\/li>\n<li>\u8ba1\u7b97\u4ef7\u503c\u7684\u5e73\u5747\u503c\uff0c\u5982\u679c\u67d0\u4e2a\u6307\u6807\u7684\u5f97\u5206\u6bd4\u4ef7\u503c\u7684\u5e73\u5747\u503c\u4f4e\uff0c\u8bb0\u4e3a\u4f4e\u3002\u5982\u679c\u67d0\u4e2a\u6307\u6807\u7684\u5f97\u5206\u6bd4\u4ef7\u503c\u7684\u5e73\u5747\u503c\u9ad8\uff0c\u6807\u8bb0\u4e3a\u9ad8<\/li>\n<li>\u548c\u7528\u6237\u5206\u7c7b\u89c4\u5219\u8868\u6bd4\u8f83\uff0c\u5f97\u51fa\u7528\u6237\u5206\u7c7b<\/li>\n<\/ul>\n<p>\u53ef\u4ee5\u7528\u4e0b\u56fe\u603b\u7ed3RFM\u5206\u6790\u65b9\u6cd5\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_23.png\" alt=\"\" \/><\/p>\n<p><strong>\u7b2c1\u4e2a\u95ee\u9898:\u662f\u4ec0\u4e48?<\/strong><br \/>\nRFM\u662f3\u4e2a\u6307\u6807\u7684\u7f29\u5199:\u6700\u8fd1\u4e00\u6b21\u6d88\u8d39\u7684\u65f6\u95f4\u95f4\u9694(R)\u3001\u6d88\u8d39\u9891\u7387(F)\u3001\u6d88\u8d39\u91d1\u989d(M)\u3002<\/p>\n<p><strong>\u7b2c2\u4e2a\u95ee\u9898:\u6709\u4ec0\u4e48\u7528?<\/strong><br \/>\n\u901a\u8fc7RFM\u5206\u6790\u65b9\u6cd5\u53ef\u4ee5\u628a\u7528\u6237\u5206\u4e3a8\u7c7b\uff0c\u8fd9\u6837\u5c31\u53ef\u4ee5\u5bf9\u4e0d\u540c\u7528\u6237\u4f7f\u7528\u4e0d\u540c\u7684\u8425\u9500\u7b56\u7565\uff0c\u4f8b\u5982\u4fe1\u7528\u5361\u7684\u4f1a\u5458\u670d\u52a1\u3002<\/p>\n<p><strong>\u7b2c3\u4e2a\u95ee\u9898:\u5982\u4f55\u7528?<\/strong><br \/>\n\u53ef\u4ee5\u56de\u987e\u6848\u4f8b\u4e2d\u7528RFM\u5206\u6790\u65b9\u6cd5\u5bf9\u7528\u6237\u5206\u7c7b\u7684\u8fc7\u7a0b\u3002\u73b0\u5728\u6709\u5f88\u591a\u5de5\u5177\u5982Excel\u3001SOL\u3001Python\u7b49\u90fd\u53ef\u4ee5\u5b9e\u73b0RFM\u3002\u5de5\u4f5c\u91cc\u7528\u5230\u7684\u65f6\u5019\uff0c\u53ef\u4ee5\u641c\u7d22\u5bf9\u5e94\u7684\u5b9e\u73b0\u5de5\u5177\uff0c\u5c31\u53ef\u4ee5\u5feb\u901f\u5b9e\u73b0\u4e86<\/p>\n<p><strong>\u7b2c4\u4e2a\u95ee\u9898:\u6ce8\u610f\u4e8b\u9879<\/strong><br \/>\n(1) \u4e0d\u540c\u4e1a\u52a1\u4e2dR\u3001F\u3001M\u7684\u5b9a\u4e49\u4e0d\u540c\uff0c\u8981\u6839\u636e\u5177\u4f53\u4e1a\u52a1\u7075\u6d3b\u5e94\u7528\u3002<br \/>\n(2)R\u3001F\u3001M\u6309\u4ef7\u503c\u786e\u5b9a\u6253\u5206\u7684\u89c4\u5219\u4e00\u822c\u5206\u4e3a1~5\u5206\uff0c\u4e5f\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u4e1a\u52a1\u7075\u6d3b\u8c03\u6574<\/p>\n<h4>AARRR\u6a21\u578b\u5206\u6790\u65b9\u6cd5<\/h4>\n<p>AARRR\u6a21\u578b\u5bf9\u5e94\u4ea7\u54c1\u8fd0\u8425\u7684\u4e94\u4e2a\u91cd\u8981\u73af\u8282\uff1a<\/p>\n<ul>\n<li>\u83b7\u53d6\u7528\u6237\uff08Acquisition\uff09:\u7528\u6237\u5982\u4f55\u627e\u5230\u6211\u4eec\uff1f<\/li>\n<li>\u6fc0\u6d3b\u7528\u6237\uff08Activation\uff09\uff1a\u7528\u6237\u7684\u9996\u6b21\u4f53\u9a8c\u5982\u4f55\uff1f<\/li>\n<li>\u63d0\u9ad8\u7559\u5b58\uff08Retention\uff09:\u7528\u6237\u4f1a\u56de\u6765\u5417\uff1f<\/li>\n<li>\u589e\u52a0\u6536\u5165\uff08Revenue\uff09\uff1a\u5982\u4f55\u8d5a\u5230\u66f4\u591a\u7684\u94b1\uff1f<\/li>\n<li>\u63a8\u8350\uff08Referral\uff09\uff1a\u7528\u6237\u4f1a\u544a\u8bc9\u5176\u4ed6\u4eba\u5417\uff1f<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_24.png\" alt=\"\" \/><\/p>\n<p>(1)\u83b7\u53d6\u7528\u6237:\u60f3\u529e\u6cd5\u7ed9\u9c7c\u5858\u91cc\u6dfb\u52a0\u65b0\u7684\u9c7c\uff0c\u4ece\u800c\u6269\u5927\u9c7c\u5858\u7684\u89c4\u6a21;<br \/>\n(2) \u6fc0\u6d3b\u7528\u6237:\u8ba9\u9c7c\u5858\u91cc\u7684\u9c7c\u559c\u6b22\u4e0a\u8fd9\u91cc\u7684\u73af\u5883;<br \/>\n(3) \u63d0\u9ad8\u7559\u5b58:\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u4e00\u90e8\u5206\u9c7c\u89c9\u5f97\u9c7c\u5858\u6ca1\u610f\u601d\uff0c\u5c31\u79bb\u5f00\u8dd1\u5230\u5176\u4ed6\u9c7c\u5858\u91cc\u4e86\u8fd9\u4e9b\u9c7c\u5c31\u662f\u6d41\u5931\u7528\u6237\u3002\u7559\u4e0b\u6765\u7684\u9c7c\u5c31\u662f\u7559\u5b58\u7528\u6237\u3002\u6240\u4ee5\u8981\u60f3\u529e\u6cd5\u628a\u7528\u6237\u7559\u4f4f.<br \/>\n(4)\u589e\u52a0\u6536\u5165:\u9c7c\u5858\u6709\u76c8\u5229\u6a21\u5f0f\u624d\u80fd\u6d3b\u4e0b\u53bb\uff0c\u6240\u4ee5\u8981\u60f3\u529e\u6cd5\u8d5a\u5230\u66f4\u591a\u94b1:<br \/>\n(5) 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\/><\/p>\n<h5>\u83b7\u53d6\u7528\u6237\uff1a\u7528\u6237\u5982\u4f55\u627e\u5230\u6211\u4eec\uff1f<\/h5>\n<ul>\n<li>\u6e20\u9053\u66dd\u5149\u91cf\uff1a\u6709\u591a\u5c11\u4eba\u770b\u5230\u4ea7\u54c1\u63a8\u5e7f\u7684\u4fe1\u606f\uff1b<\/li>\n<li>\u6e20\u9053\u8f6c\u6362\u7387\uff1a\u6709\u591a\u5c11\u4eba\u56e0\u4e3a\u770b\u5230\u5e7f\u544a\u8f6c\u6362\u6210\u7528\u6237\uff1b<\/li>\n<li>\u65e5\u65b0\u589e\u7528\u6237\u6570\uff1a\u6bcf\u5929\u65b0\u589e\u7528\u6237\u662f\u591a\u5c11\uff1b<\/li>\n<li>\u65e5\u5e94\u7528\u4e0b\u8f7d\u91cf\uff1a\u6bcf\u5929\u6709\u591a\u5c11\u7528\u6237\u4e0b\u8f7d\u4e86\u4ea7\u54c1\uff1b<\/li>\n<li>\u83b7\u5ba2\u6210\u672c\uff1a\u83b7\u53d6\u4e00\u4e2a\u5ba2\u6237\u6240\u82b1\u8d39\u7684\u6210\u672c\u3002<\/li>\n<\/ul>\n<h5>\u6fc0\u6d3b\u7528\u6237\uff1a\u7528\u6237\u7684\u9996\u6b21\u4f53\u9a8c\u5982\u4f55\uff1f<\/h5>\n<h5>\u7559\u5b58\uff1a\u7528\u6237\u4f1a\u56de\u6765\u5417\uff1f<\/h5>\n<p>\u7559\u5b58\u7684\u6838\u5fc3\u76ee\u6807\u662f\u8ba9\u7528\u6237\u517b\u6210\u4f7f\u7528\u4e60\u60ef\uff0c\u8fd9\u4e00\u73af\u8282\u9700\u8981\u5173\u6ce8\u7559\u5b58\u7387\u6307\u6807\u3002<\/p>\n<h5>\u589e\u52a0\u6536\u5165\uff1a\u5982\u4f55\u8d5a\u5230\u66f4\u591a\u7684\u94b1\uff1f<\/h5>\n<p>\u6536\u5165\u5206\u4e3a\u670d\u52a1\u6536\u5165\u3001\u5e7f\u544a\u8f93\u5165\u3002\u670d\u52a1\u6536\u5165\u662f\u6307\u4ea7\u54c1\u91cc\u7684\u4ed8\u8d39\u670d\u52a1\uff0c\u5982\u4f1a\u5458\u670d\u52a1\u3002\u5e7f\u544a\u6536\u5165\u662f\u6307\u4f9d\u9760\u6295\u653e\u5728\u4ea7\u54c1\u91cc\u7684\u5e7f\u544a\u4e8c\u83b7\u5f97\u7684\u6536\u5165\u3002\u8fd9\u4e00\u73af\u8282\u9700\u8981\u5173\u6ce8\u4e00\u4e0b\u6307\u6807\uff1a<\/p>\n<ul>\n<li>\u7528\u6765\u8861\u91cf\u4e1a\u52a1\u603b\u91cf\u7684\u6307\u6807\uff0c\u4f8b\u5982\u6210\u4ea4\u603b\u989d\u3001\u6210\u4ea4\u6570\u91cf\uff1b<\/li>\n<li>\u7528\u6765\u8861\u91cf\u6bcf\u4e2a\u4eba\u5e73\u5747\u60c5\u51b5\u7684\u6307\u6807\uff0c\u4f8b\u5982\u5ba2\u5355\u4ef7\uff1b<\/li>\n<li>\u7528\u6765\u8861\u91cf\u4ed8\u8d39\u60c5\u51b5\u7684\u6307\u6807\uff0c\u4f8b\u5982\u4ed8\u8d39\u7387\uff0c\u590d\u8d2d\u7387\u3002<\/li>\n<\/ul>\n<h5>\u63a8\u8350\uff1a\u7528\u6237\u4f1a\u544a\u8bc9\u5176\u4ed6\u4eba\uff1f<\/h5>\n<p>\u8fd9\u4e00\u73af\u8282\u9700\u8981\u5173\u6ce8\u7684\u6307\u6807\u6709\uff1a\u8f6c\u53d1\u7387\u3001\u8f6c\u5316\u7387\u3001K\u56e0\u5b50<\/p>\n<h4>\u6f0f\u6597\u5206\u6790\u65b9\u6cd5<\/h4>\n<p>\u4ece\u4e1a\u52a1\u6d41\u7a0b\u8d77\u70b9\u5f00\u59cb\u5230\u6700\u540e\u76ee\u6807\u5b8c\u6210\u7684\u6bcf\u4e2a\u73af\u8282\u90fd\u4f1a\u6709\u7528\u6237\u6d41\u5931\uff0c\u56e0\u6b64\u9700\u8981\u4e00\u79cd\u5206\u6790\u65b9\u6cd5\u6765\u8861\u91cf\u4e1a\u52a1\u6d41\u7a0b\u6bcf\u4e00\u6b65\u7684\u8f6c\u5316\u6548\u7387\uff0c\u6f0f\u6597\u5206\u6790\u65b9\u6cd5\u5c31\u662f\u8fd9\u6837\u7684\u5206\u6790\u65b9\u6cd5\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_26.png\" alt=\"\" \/><\/p>\n<ul>\n<li>\u73af\u8282\u8f6c\u5316\u7387=\u672c\u73af\u8282\u7528\u6237\u6570\/\u4e0a\u73af\u8282\u7528\u6237\u6570\uff0c\u662f\u4e3a\u4e86\u8861\u91cf\u76f8\u90bb\u4e1a\u52a1\u73af\u8282\u7684\u8f6c\u5316\u60c5\u51b5<\/li>\n<li>\u6574\u4f53\u8f6c\u5316\u7387=\u67d0\u73af\u8282\u7528\u6237\u6570\/\u7b2c\u4e00\u73af\u8282\u7528\u6237\u6570\uff0c\u4e3a\u4e86\u8861\u91cf\u4ece\u7b2c\u4e00\u73af\u8282\u5230\u8be5\u73af\u8282\u4e3a\u6b62\u603b\u4f53\u7684\u8f6c\u5316\u60c5\u51b5<\/li>\n<\/ul>\n<p>\u628a\u4e0a\u8868\u505a\u6210\u56fe\uff0c\u5c31\u662f\u5e38\u89c1\u7684\u6f0f\u6597\u5206\u6790\u56fe\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_27.png\" alt=\"\" \/><\/p>\n<p>\u6f0f\u6597\u5206\u6790\u9700\u8981\u5173\u6ce8\u4e24\u4e2a\u6307\u6807\uff1a<strong>\u7528\u6237\u8f6c\u5316\u7387\u548c\u7528\u6237\u6d41\u5931\u7387<\/strong>\u3002<\/p>\n<p>\u6d41\u5931\u7684\u7528\u6237\u6570\u91cf\u5728\u6bcf\u4e2a\u4e1a\u52a1\u73af\u8282\u90fd\u4e0d\u540c\u3002\u5206\u6790\u7528\u6237\u4e3b\u8981\u6d41\u5931\u5728\u54ea\u4e2a\u4e1a\u52a1\u73af\u8282\uff0c\u4ee5\u53ca\u4e3a\u4ec0\u4e48\u6d41\u5931\u3002<\/p>\n<h3>\u7528\u6570\u636e\u5206\u6790\u89e3\u51b3\u95ee\u9898<\/h3>\n<h4>\u6570\u636e\u5206\u6790\u89e3\u51b3\u95ee\u9898\u7684\u8fc7\u7a0b<\/h4>\n<p><strong>\u7b2c\u4e00\u6b65\uff1a\u660e\u786e\u95ee\u9898<\/strong><br \/>\n\u901a\u8fc7\u89c2\u5bdf\u73b0\u8c61\u628a\u95ee\u9898\u5b9a\u4e49\u6e05\u695a\uff0c\u8fd9\u662f\u6570\u636e\u5206\u6790\u7684\u7b2c1\u6b65\u3002\u53ea\u6709\u660e\u786e\u4e86\u95ee\u9898\uff0c\u624d\u80fd\u56f4\u7ed5\u8fd9\u4e2a\u95ee\u9898\u5c55\u5f00\u540e\u9762\u7684\u5206\u6790\u3002\u5982\u679c\u4e00\u5f00\u59cb\u95ee\u9898\u5c31\u5b9a\u4e49\u9519\u4e86\uff0c\u90a3\u4e48\u518d\u600e\u4e48\u5206\u6790\uff0c\u4e5f\u53ea\u80fd\u662f\u767d\u767d\u6d6a\u8d39\u65f6\u95f4\u3002<br \/>\n<strong>\u7b2c2\u6b65:\u5206\u6790\u539f\u56e0<\/strong><br \/>\n\u8fd9\u4e00\u6b65\u662f\u5206\u6790\u95ee\u9898\u53d1\u751f\u7684\u539f\u56e0\uff0c\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u4e24\u4e2a\u95ee\u9898\u628a\u539f\u56e0\u641e\u6e05\u695a\uff1a<br \/>\n(1)\u54ea\u91cc\u51fa\u4e86\u95ee\u9898?<br \/>\n(2)\u4e3a\u4ec0\u4e48\u4f1a\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898?<br \/>\n\u5bf9\u5e94\u770b\u75c5\u8fd9\u4e2a\u4f8b\u5b50\uff0c\u533b\u751f\u4e00\u5f00\u59cb\u5728\u60f3\u201c\u54ea\u91cc\u51fa\u4e86\u95ee\u9898\u201d\uff0c\u662f\u55d3\u5b50\u5bfc\u81f4\u54b3\u55fd\uff0c\u8fd8\u662f\u6d41\u9f3b\u6d95\u5bfc\u81f4\u54b3\u55fd?\u6700\u540e\u53d1\u73b0\uff0c\u95ee\u9898\u51fa\u5728\u6d41\u9f3b\u6d95\u3002\u7136\u540e\uff0c\u533b\u751f\u5728\u60f3\u201c\u4e3a\u4ec0\u4e48\u4f1a\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u201d\uff0c\u56f4\u7ed5\u8fd9\u4e2a\u95ee\u9898\u53bb\u67e5\u627e\u539f\u56e0\u3002<br \/>\n<strong>\u7b2c3\u6b65:\u63d0\u51fa\u5efa\u8bae<\/strong><br \/>\n\u627e\u5230\u539f\u56e0\u5c31\u5b8c\u4e8b\u4e86\u5417?\u8fd8\u4e0d\u884c\uff0c\u8981\u627e\u5230\u5bf9\u5e94\u7684\u89e3\u51b3\u529e\u6cd5\u624d\u662f\u5206\u6790\u7684\u7ec8\u70b9\u3002\u6240\u4ee5\uff0c\u627e\u5230\u539f\u56e0\u4ee5\u540e\uff0c\u8fd8\u8981\u9488\u5bf9\u539f\u56e0\u7ed9\u51fa\u5efa\u8bae\uff0c\u6216\u8005\u63d0\u51fa\u53ef\u4ee5\u5b9e\u65bd\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<h4>\u5982\u4f55\u660e\u786e\u95ee\u9898<\/h4>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_25-1.png\" alt=\"\" \/><\/p>\n<p>\u5728\u660e\u786e\u95ee\u9898\u65f6\uff0c\u4e5f\u8981\u4fdd\u8bc1\u6570\u636e\u672c\u8eab\u662f\u51c6\u786e\u7684\uff0c\u624d\u80fd\u8fdb\u884c\u540e\u9762\u7684\u6b65\u9aa4\u3002\u6240\u4ee5\uff0c\u8981\u660e\u786e\u6570\u636e\u6765\u6e90\u548c\u51c6\u786e\u6027\u3002<br \/>\n\u5982\u4f55\u505a\u5462?\u53ef\u4ee5\u4ece\u65f6\u95f4\u3001\u5730\u70b9\u3001\u6570\u636e\u6765\u6e90\u786e\u8ba4\u95ee\u9898\u8868\u73b0\u4e3a\u54ea\u4e9b\u73b0\u8c61\uff0c\u8fd8\u53ef\u4ee5\u901a\u8fc7\u5411\u76f8\u5173\u4eba\u5458\u63d0\u95ee\u7684\u65b9\u5f0f\u6765\u6c9f\u901a\u6e05\u695a\u3002\u4f8b\u5982\u53ef\u4ee5\u8fd9\u6837\u63d0\u95ee:<br \/>\n\u9488\u5bf9\u65f6\u95f4:\u8fd9\u662f\u89c2\u5bdf\u54ea\u4e2a\u65f6\u95f4\u8303\u56f4\u7684\u6570\u636e\u53d1\u73b0\u95ee\u9898\u7684?<br \/>\n\u9488\u5bf9\u5730\u70b9:\u8fd9\u662f\u54ea\u4e2a\u5730\u533a\u7684\u6570\u636e?<br \/>\n\u9488\u5bf9\u6570\u636e\u6765\u6e90:\u6570\u636e\u6765\u81ea\u54ea\u91cc?\u662f\u5426\u6838\u5bf9\u8fc7\u6570\u636e\u6ca1\u6709\u95ee\u9898?<\/p>\n<h4>\u5982\u4f55\u5206\u6790\u539f\u56e0<\/h4>\n<p>\u5bfb\u627e\u5173\u952e\u79fb\u901f\u7684\u6b65\u9aa4\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u4f7f\u7528\u591a\u7ef4\u5ea6\u62c6\u89e3\u5206\u6790\u65b9\u6cd5\u5bf9\u95ee\u9898\u8fdb\u884c\u62c6\u89e3\uff0c\u5c06\u4e00\u4e2a\u590d\u6742\u95ee\u9898\u7ec6\u5316\u6210\u5404\u4e2a\u5b50\u95ee\u9898\uff1b<\/li>\n<li>\u5bf9\u62c6\u89e3\u7684\u6bcf\u4e2a\u90e8\u5206\uff0c\u4f7f\u7528\u201c\u5047\u8bbe\u68c0\u9a8c\u5206\u6790\u65b9\u6cd5\u201d\u627e\u5230\u54ea\u91cc\u9664\u4e86\u95ee\u9898\u3002\u5206\u6790\u7684\u8fc7\u7a0b\u4e2d\u53ef\u4ee5\u4f7f\u7528\u201c\u5bf9\u6bd4\u5206\u6790\u65b9\u6cd5\u201d\u7b49\u591a\u4e2a\u5206\u6790\u65b9\u6cd5\u6765\u8f85\u52a9\u5b8c\u6210\uff1b<\/li>\n<li>\u5728\u627e\u5230\u54ea\u91cc\u9664\u4e86\u95ee\u9898\u4e4b\u540e\uff0c\u63a2\u7a76\u201c\u4e3a\u4ec0\u4e48\u51fa\u73b0\u4e86\u8fd9\u4e2a\u95ee\u9898\u201d\uff0c\u7136\u540e\u4f7f\u7528\u201c\u76f8\u5173\u6027\u5206\u6790\u65b9\u6cd5\u201d\u8fdb\u884c\u6df1\u5165\u5206\u6790<\/li>\n<\/ul>\n<h4>\u5982\u4f55\u63d0\u51fa\u5efa\u8bae<\/h4>\n<p>\u63d0\u51fa\u5efa\u8bae\u65f6\u5e38\u7528\u7684\u5206\u6790\u65b9\u6cd5\u5305\u62ec\u56de\u5f52\u5206\u6790\u6216\u8005AARRR\u6a21\u578b\u5206\u6790\u65b9\u6cd5\u3002<\/p>\n<h3>\u7b2c\u56db\u7ae0 \u56fd\u5185\u7535\u5546\u884c\u4e1a<\/h3>\n<p>\u672c\u7ae0\u6d89\u53ca\u7684\u4e3b\u8981\u6982\u5ff5\u5c55\u793a\u5982\u4e0b\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/\u56fd\u5185\u7535\u5546\u884c\u4e1a.png\" alt=\"\" \/><\/p>\n<h4>\u4e1a\u52a1\u77e5\u8bc6<\/h4>\n<h5>\u4e1a\u52a1\u6a21\u5f0f<\/h5>\n<p>\u4ece\u5356\u5bb6(Business)\u4e0e\u4e70\u5bb6 (Consumer) \u7ec4\u5408\u7684\u7ef4\u5ea6\u5212\u5206\uff0c\u7535\u5546\u4e3b\u8981\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b4\u79cd\u4e1a\u52a1\u6a21<br \/>\n\u5f0f\uff1a<br \/>\n(1)\u4f01\u4e1a\u5356\u5bb6\u4e00\u4f01\u4e1a\u4e70\u5bb6 (Business to Business\uff0cB2B)\u3002\u4f8b\u5982\u963f\u91cc\u5df4\u5df4\u5c31\u662f\u4e00\u4e2a\u4ee5\u4f01\u4e1a\u4ea4\u6613\u4e3a\u4e3b\u4f53\u7684\u5e73\u53f0\uff0c\u6c47\u805a\u5404\u884c\u4e1a\u4f9b\u5e94\u5546\u4fe1\u606f\u3002\u4e5f\u6709\u4f01\u4e1a\u4f1a\u5efa\u7acb\u81ea\u5df1\u7684B2B\u7f51\u7ad9\u8fdb\u884c\u5206\u9500\uff0c\u4f8b\u5982\u6d77\u5c14\u3002\u4f01\u4e1a\u95f4\u91c7\u8d2d\u7684\u7279\u70b9\u662f\u8ba2\u5355\u91cf\u4e00\u822c\u8f83\u5927\u3002<br \/>\n(2)\u4f01\u4e1a\u5356\u5bb6\u4e00\u4e2a\u4eba\u4e70\u5bb6 (Business to Consumer \uff0cB2C)\u3002\u4f8b\u5982\u4e9a\u9a6c\u900a\u3001\u5929\u732b\uff0c\u5c31\u662f\u4f01\u4e1a\u5e97\u94fa\u4e0e\u4e2a\u4eba\u7528\u6237\u4ea4\u6613\uff0c\u7ecf\u5e38\u542c\u5230\u7684\u201c\u67d0\u67d0\u67d0\u5b98\u65b9\u65d7\u8230\u5e97\u201d\u5c31\u662f\u8fd9\u4e2a\u6a21\u5f0f\u3002<br \/>\n(3)\u4e2a\u4eba\u5356\u5bb6\u4e00\u4e2a\u4eba\u4e70\u5bb6 (Consumer to Consumer\uff0cC2C)\u3002\u4ee3\u8868\u5e73\u53f0\u662f\u6dd8\u5b9d\uff0c\u4e2a\u4eba\u53ef\u4ee5\u5728\u6dd8\u5b9d\u5f00\u5e97\u94fa\u505a\u4e70\u5356\u3002<br \/>\n(4)\u5356\u5bb6\u7ebf\u4e0a\u552e\u5356-\u4e70\u5bb6\u7ebf\u4e0b\u95e8\u5e97\u63d0\u8d27\/\u6362\u8d27 (Omine to Online\uff0cO2O)\u3002\u5bf9\u7535\u5546\u884c\u4e1a\u6765\u8bf4,O2O\u662fB2C\u7684\u4e00\u79cd\u5347\u7ea7\uff0c\u6269\u5c55\u4e86\u7528\u6237\u5728\u7ebf\u4e0b\u53c2\u4e0e\u6d88\u8d39\u7684\u573a\u666f\uff0c\u5bf9\u4f01\u4e1a\u5356\u5bb6\u63d0\u51fa\u4e86\u201c\u5b58\u5728\u7ebf\u4e0b\u5b9e\u4f53\u3001\u7ebf\u4e0a\u7ebf\u4e0b\u4e00\u4f53\u5316\u201d\u7b49\u66f4\u9ad8\u7684\u8981\u6c42\u3002\u4f8b\u5982\u4f18\u8863\u5e93\u5929\u732b\u65d7\u8230\u5e97\u4e0e\u7ebf\u4e0b\u5b9e\u4f53\u5e97\u7684\u5546\u54c1\u4ef7\u683c\u76f8\u540c\uff0c\u7528\u6237\u80fd\u591f\u7ebf\u4e0a\u8d2d\u4e70\uff0c\u7ebf\u4e0b\u63d0\u8d27\u6216\u6362\u8d27\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_26-1.png\" alt=\"\" \/><\/p>\n<p>\u670d\u52a1\u5546\u662f\u5411\u4f01\u4e1a\u5356\u5bb6\u63d0\u4f9b\u670d\u52a1\u7684\u7b2c\u4e09\u65b9\u516c\u53f8\uff0c\u4f8b\u5982\u5e97\u94fa\u4ee3\u8fd0\u8425\u516c\u53f8\uff0c\u4ed6\u4eec\u901a\u8fc7\u5e2e\u52a9\u4f01\u4e1a\u8fd0\u8425\u5e97\u94fa\u6536\u53d6\u670d\u52a1\u8d39\u76c8\u5229\uff0c\u4e00\u822c\u5305\u62ec\u5e97\u94fa\u88c5\u4fee\u3001\u8bbe\u8ba1\u3001\u5ba2\u670d\u3001\u4ed3\u50a8\u7b49\u7cfb\u5217\u670d\u52a1\u3002\u518d\u4f8b\u5982\u589e\u503c\u670d\u52a1\u516c\u53f8\uff0c\u4e3a\u4f01\u4e1a\u63d0\u4f9b\u4e13\u4e1a\u7684\u9500\u552e\u5206\u6790\u62a5\u544a\u3001\u5185\u5bb9\u5e7f\u544a\u6295\u653e\u3001\u76f4\u64ad\u627f\u63a5\u7b49\u884d\u751f\u670d\u52a1\u3002<br \/>\n\u5356\u5bb6\u4e0e\u670d\u52a1\u5546\u5408\u4f5c\u7684\u539f\u56e0\u6709\u5f88\u591a\uff0c\u4f8b\u5982\u4f01\u4e1a\u5356\u5bb6\u80fd\u5c06\u66f4\u591a\u65f6\u95f4\u3001\u7cbe\u529b\u6295\u5165\u5230\u4ea7\u54c1\u7814\u53d1\u4e0a\uff0c\u6d77\u5916\u54c1\u724c\u4e3a\u52a0\u5feb\u9002\u5e94\u672c\u571f\u5e02\u573a\uff0c\u54c1\u724c\u8f6c\u578b\u671f\u9700\u8981\u6570\u636e\u5206\u6790\u652f\u6301\u7b49\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_27-1.png\" alt=\"\" \/><\/p>\n<p>\u7528\u6237\u8fd0\u8425\u5173\u6ce8\u6bcf\u4e2a\u6d88\u8d39\u8005\uff0c\u53ef\u4ee5\u7ec6\u5316\u4e3a\u4ee5\u4e0b\u72b6\u6001\uff1a<\/p>\n<ul>\n<li>\u8ba4\u77e5:\u7528\u6237\u53ef\u80fd\u5728\u5fae\u535a\u3001\u4f18\u9177\u3001B\u7ad9\u7b49\u5a92\u4f53\u4e2d\u770b\u5230\u4ea7\u54c1\u7684\u63a8\u8350\uff0c\u6709\u4e86\u5370\u8c61;<\/li>\n<li>\u5174\u8da3:\u7ecf\u8fc7\u591a\u6b21\u66dd\u5149\uff0c\u7528\u6237\u9010\u6e10\u79ef\u7d2f\u4e86\u5bf9\u4ea7\u54c1\u7684\u597d\u611f\uff0c\u4e8e\u662f\u5728\u6dd8\u5b9d\u3001\u4eac\u4e1c\u7b49\u7535\u5546\u5e73\u53f0\u641c\u7d22\uff0c\u52a0\u8d2d\u4e86\u60f3\u62e5\u6709\u7684\u5b9d\u8d1d\uff0c\u6216\u8005\u53ea\u662f\u8fdb\u5e97\u94fa\u9886\u53d6\u4e86\u4f1a\u5458\u5361\u6216\u8005\u4f18\u60e0\u5238;<\/li>\n<li>\u8d2d\u4e70:\u7b49\u5f85\u5927\u4fc3\u597d\u65f6\u673a\uff0c\u7ec8\u4e8e\u201c\u5241\u624b\u201d<\/li>\n<li>\u5fe0\u8bda:\u5bf9\u4ea7\u54c1\u6ee1\u610f\uff0c\u8d4f\u4e2a\u597d\u8bc4\uff0c\u53ef\u80fd\u8fd8\u4f1a\u91cd\u590d\u8d2d\u4e70\u3002<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_28.png\" alt=\"\" \/><\/p>\n<p>\u7528\u6237\u72b6\u6001\u548c\u516c\u53f8\u90e8\u95e8\u95f4\u5b58\u5728\u4e00\u4e0b\u5bf9\u5e94\u5173\u7cfb\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_29.png\" alt=\"\" \/><\/p>\n<p>\u63a8\u5e7f\u90e8\u95e8:\u8d1f\u8d23\u7535\u5546\u5e7f\u544a\u7684\u6295\u653e\uff0c\u901a\u8fc7\u5e7f\u544a\u66dd\u5149\u52a0\u6df1\u7528\u6237\u5370\u8c61\u3001\u5438\u5f15\u4e0b\u5355\u3002\u5e7f\u544a\u5305\u62ec\u7ad9\u5185\u5e7f\u544a\u548c\u7ad9\u5916\u5e7f\u544a\uff0c\u7ad9\u5185\u5e7f\u544a\u6307\u7684\u662f\u67d0\u4e2a\u5e97\u94fa\u5728\u6240\u5728\u7684\u7535\u5546\u5e73\u53f0\u4e0a\u6295\u653e\u5e7f\u544a\uff0c\u4f8b\u5982\u6dd8\u5b9d\u67d0\u4e2a\u5e97\u94fa\u5728\u6dd8\u5b9d\u5185\u6295\u653e\u5e7f\u544a\u3002\u7ad9\u5916\u6307\u5728\u5fae\u535a\u3001\u4f18\u9177\u7b49\u7535\u5546\u5e73\u53f0\u4ee5\u5916\u6295\u653e\u7684\u5e7f\u544a\u3002<br \/>\n\u6d3b\u52a8\u8fd0\u8425:\u89c4\u5212\u5e97\u94fa\u7684\u5177\u4f53\u552e\u5356\u6d3b\u52a8\uff0c\u5305\u62ec\u5927\u4fc3\u6d3b\u52a8\u548c\u65e5\u5e38\u6d3b\u52a8\u3002\u5927\u4fc3\u6d3b\u52a8\u6307\u201c618\u201d\u201c\u53cc11\u201d\u7b49\u91cd\u5927\u8282\u65e5\uff0c\u65e5\u5e38\u6d3b\u52a8\u6709\u51e0\u4ef6\u51e0\u6298\u3001\u6ee1\u989d\u7acb\u51cf\u7b49\u3002<br \/>\n\u4ea7\u54c1\u8fd0\u8425:\u8d1f\u8d23\u5e97\u94fa\u53c2\u4e0e\u6d3b\u52a8\u7684\u4ea7\u54c1\u9009\u6b3e\u3001\u89c4\u5212\u4ea7\u54c1\u5e03\u5c40\u3001\u8d1f\u8d23\u4ea7\u54c1\u4e0a\u65b0\u3001\u62df\u5b9a\u4ea7\u54c1\u4ecb\u7ecd\u7b49\u3002<br \/>\nCRM\u90e8\u95e8:CRM(Customer Relationship Management) \u662f\u6307\u7528\u6237\u5173\u7cfb\u7ba1\u7406\u3002CRM\u90e8\u95e8\u8d1f\u8d23\u548c\u7528\u6237\u6c9f\u901a\uff0c\u4fc3\u4f7f\u7528\u6237\u4e0b\u5355;\u89c4\u5212\u4f1a\u5458\u7528\u6237\u7684\u6d3b\u52a8\uff0c\u5305\u62ec\u5f15\u5bfc\u65b0\u7528\u6237\u9886\u53d6\u4f1a\u5458\u5361\u3001\u5f15\u5bfc\u8001\u7528\u6237\u4e0b\u5355\u3001\u5f00\u5c55\u79ef\u5206\u4e92\u52a8\u7b49\u3002<br \/>\n\u5ba2\u670d\u90e8\u95e8: \u5305\u62ec\u552e\u524d\u90e8\u95e8\u548c\u552e\u540e\u90e8\u95e8\uff0c\u552e\u524d\u89e3\u7b54\u7528\u6237\u54a8\u8be2\u3001\u5f15\u5bfc\u7528\u6237\u53c2\u4e0e\u6d3b\u52a8;\u552e\u540e\u89e3\u51b3\u7528\u6237\u4e0b\u5355\u540e\u9047\u5230\u7684\u95ee\u9898\u3002<br \/>\n\u8bbe\u8ba1\u90e8\u95e8:\u8d1f\u8d23\u5e97\u94fa\u89c6\u89c9\u7d20\u6750\u8bbe\u8ba1<br \/>\nBI\u90e8\u95e8: BI(Business Intelligence)\u662f\u6307\u5efa\u7acb\u6570\u636e\u4ed3\u5e93\uff0c\u5b58\u50a8\u7535\u5546\u4e1a\u52a1\u4ea7\u751f\u7684\u5404\u79cd\u6570\u636e\u4f8b\u5982\u8ba2\u5355\u6570\u636e\u3001ERP\uff08Enterprise Resource Planning,\u4f01\u4e1a\u8d44\u6e90\u8ba1\u5212\uff09\u53d1\u8d27\u6570\u636e\u7b49\u3002BI\u90e8\u95e8\u7684\u804c\u80fd\u662f\u4e3a\u5176\u4ed6\u4e1a\u52a1\u90e8\u95e8\u63d0\u4f9b\u62a5\u8868\u652f\u6301\uff0c\u4ee5\u53ca<br \/>\n\u6536\u96c6\u53ef\u89c6\u5316\u7684\u884c\u4e1a\u6570\u636e\u3002<\/p>\n<h4>\u4e1a\u52a1\u6307\u6807<\/h4>\n<h5>\u65b0\u8001\u7528\u6237<\/h5>\n<p>\u4e0b\u9762\u4e24\u4e2a\u6307\u6807\u4ece\u4eba\u6570\u548c\u91d1\u989d\u8861\u91cf\u4e86\u65b0\u8001\u7528\u6237\u5728\u67d0\u6bb5\u65f6\u95f4\u6216\u67d0\u6b21\u6d3b\u52a8\u7684\u8d21\u732e\u5360\u6bd4\uff1a<\/p>\n<ul>\n<li>\u65b0\uff08\u8001\uff09\u7528\u6237\u6570\u91cf\u5360\u6bd4\uff1a\u65b0\uff08\u8001\uff09\u7528\u6237\u6210\u4ea4\u4eba\u6570\/\u603b\u6210\u4ea4\u7528\u6237\u6570<\/li>\n<li>\u65b0\uff08\u8001\uff09\u7528\u6237\u91d1\u989d\u5360\u6bd4\uff1a\u65b0\uff08\u8001\uff09\u7528\u6237\u6210\u4ea4\u989d\/\u603b\u6210\u4ea4\u989d<\/li>\n<\/ul>\n<h5>\u590d\u8d2d\u7387\u548c\u56de\u8d2d\u7387<\/h5>\n<ul>\n<li>\u590d\u8d2d\u7387\uff1a\u6307\u590d\u8d2d\u7528\u6237\u7684\u5360\u6bd4<\/li>\n<li>\u5e73\u5747\u590d\u8d2d\u5468\u671f\uff1a\u6307\u7528\u6237\u91cd\u590d\u8d2d\u4e70\u7684\u5e73\u5747\u65f6\u95f4\u95f4\u9694\u3002\u9700\u8981\u6ce8\u610f\uff0c\u540c\u4e00\u7528\u6237\u5728\u540c\u4e00\u5929\u53d1\u751f\u7684\u591a\u7b14\u4ea4\u6613\u5728\u7535\u5546\u884c\u4e1a\u4e2d\u901a\u5e38\u88ab\u5408\u5e76\u4e3a\u4e00\u6b21\uff0c\u4e0d\u8ba1\u5165\u590d\u8d2d<\/li>\n<li>\u56de\u8d2d\u7387=\u56de\u8d2d\u4eba\u6570\uff08\u5927\u4fc3\u6d3b\u52a8\u671f\u95f4\u8d2d\u4e70\u7684\u7528\u6237\u6570\uff09\/\u57fa\u6570\uff08\u67d0\u6bb5\u65f6\u95f4\u7684\u8d2d\u4e70\u7528\u6237\u6570\uff09<\/li>\n<\/ul>\n<h5>\u4eba\u4e0e\u8d27\u4e24\u7c7b\u6307\u6807<\/h5>\n<p>\u7535\u5546\u5e38\u7528\u6307\u6807\u53ef\u4ee5\u5206\u4e3a\u201c\u4eba\u201d\u4e0e\u201c\u8d27\u201d\u4e24\u5927\u7c7b\uff0c\u5206\u522b\u662f\u7528\u6237\u4ea4\u6613\u548c\u5546\u54c1\u7ba1\u7406\u6307\u6807\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_30.png\" alt=\"\" \/><\/p>\n<p>\uff081\uff09 \u7528\u6237\u4ea4\u6613\u5e38\u7528\u6307\u6807<br \/>\n1\uff09 \u8fdb\u5e97\u6d4f\u89c8\u6307\u6807<br \/>\n\u8bbf\u5ba2\u6570\uff08UV\uff09\uff1a\u5546\u54c1\u6240\u5728\u9875\u9762\u7684\u72ec\u7acb\u8bbf\u95ee\u6570\uff1b<br \/>\n\u52a0\u8d2d\u6570:\u5c06\u67d0\u6b3e\u5546\u54c1\u52a0\u5165\u5230\u8d2d\u7269\u8f66\u7684\u7528\u6237\u6570\u91cf\uff1b<br \/>\n\u6536\u85cf\u6570:\u6536\u85cf\u67d0\u6b3e\u5546\u54c1\u7684\u7528\u6237\u6570\u3002<\/p>\n<p>2\uff09 \u8d2d\u4e70\u6307\u6807<br \/>\nGMV\u3001\u5ba2\u5355\u4ef7\u5728\u7b2c1\u7ae0\u91cc\u5df2\u7ecf\u8bb2\u8fc7\uff0cGMV\u662f\u6210\u4ea4\u603b\u989d\uff0c\u5ba2\u5355\u4ef7\u4e5f\u53eb\u4eba\u5747\u4ed8\u8d39\uff0c\u7b49\u4e8e\u603b\u6536\u5165\/\u603b\u7528\u6237\u6570\u3002<br \/>\n\u652f\u4ed8\u8f6c\u5316\u7387:\u4ed8\u6b3e\u7528\u6237\u6570\/\u8bbf\u5ba2\u6570\u3002<br \/>\n\u6298\u6263\u7387:GMV\/\u540a\u724c\u603b\u989d\u3002\u540a\u724c\u603b\u989d= \u540a\u724c\u4ef7\u00d7\u9500\u91cf(\u540a\u724c\u4ef7\u662f\u5546\u54c1\u7684\u5b9e\u9645\u552e\u5356\u4ef7\u683c)<\/p>\n<p>3\uff09 \u9000\u8d27\u6307\u6807<br \/>\n\u8d2d\u4e70\u5546\u54c1\u540e\uff0c\u7528\u6237\u5bf9\u5546\u54c1\u4e0d\u6ee1\u610f\u4f1a\u9009\u62e9\u9000\u8d27\uff0c\u8fd9\u5c31\u6d89\u53ca\u4e0b\u9762\u7684\u6307\u6807:<br \/>\n\u62d2\u9000\u91cf:\u62d2\u6536\u548c\u9000\u8d27\u7684\u603b\u6570\u91cf\u3002<br \/>\n\u62d2\u9000\u989d:\u62d2\u6536\u548c\u9000\u8d27\u7684\u603b\u91d1\u989d\u3002<br \/>\n\u5b9e\u9500\u989d:GMV\u51cf\u53bb\u62d2\u9000\u989d\u3002<\/p>\n<p>\uff082\uff09\u5546\u54c1\u7ba1\u7406\u5e38\u7528\u6307\u6807<\/p>\n<p>1\uff09\u5907\u8d27\u6307\u6807<br \/>\nSPU\u5728\u7535\u5546\u4e2d\u4e00\u822c\u6307<strong>\u6b3e\u53f7<\/strong>\uff0c\u4f8b\u5982iPhone 8\u662f\u4e00\u4e2aSPU\uff0ciPhone 9\u662f\u4e00\u4e2aSPU\u3002SKU\u5728\u7535\u5546\u4e2d\u6307\u67d0SPU(\u6b3e\u53f7)\u7684<strong>\u5177\u4f53\u8d27\u53f7<\/strong>\uff0c\u5177\u4f53\u5230\u989c\u8272\u3001\u5c3a\u5bf8\uff0c\u4f8b\u5982iPhone 8\u67093\u4e2aSKU\uff0c\u5206\u522b\u662f\u9ed1\u8272\u3001\u767d\u8272\u3001\u7ea2\u8272\u7684iPhone8\u3002<br \/>\n\u9488\u5bf9SPU\u3001SKU\u5e38\u7528\u7684\u6307\u6807\u5206\u522b\u662fSPU\u6570\u91cf\u3001SKU\u6570\u91cf\u548c\u5907\u8d27\u503c(\u540a\u724c\u4ef7 X \u5e93\u5b58\u6570)<\/p>\n<p>2\uff09\u53d1\u8d27\u552e\u540e\u6307\u6807<br \/>\n\u552e\u5356\u6bd4: \u53c8\u79f0\u552e\u7f44\u7387\uff0c\u8ba1\u7b97\u65b9\u6cd5\u662fGMV\/\u5907\u8d27\u503c\u3002\u552e\u5356\u6bd4\u7528\u6765\u770b\u5546\u54c1\u6d41\u8f6c\u60c5\u51b5\uff0c\u53ef\u4ee5\u5bf9\u5e93\u5b58\u8fdb\u884c\u4f18\u5316\u3002<br \/>\n\u52a8\u9500\u7387:\u6709\u9500\u91cf\u7684SKU\u6570\u91cf\/\u5728\u552eSKU\u6570\u91cf\u3002<\/p>\n<h5>\u6d3b\u52a8\u590d\u76d8\u6848\u4f8b<\/h5>\n<p>\uff081\uff09 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\/>\n\u628a\u6570\u636e\u6309\u6298\u6263\u7ef4\u5ea6\u6765\u62c6\u89e3\uff0c\u53ef\u4ee5\u5bf9\u672c\u6b21\u6d3b\u52a8\u7684\u6298\u6263\u7ed3\u6784\u6709\u4e00\u4e2a\u6574\u4f53\u7684\u4e86\u89e3<\/p>\n<h3>\u7b2c\u4e94\u7ae0 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src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_31.png\" alt=\"\" \/><\/p>\n<p>\u4ece\u5356\u5bb6\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u4e70\u5bb6\u7684\u8d2d\u7269\u6d41\u7a0b\u5206\u4e3a: \u7528\u6237\u4e0b\u5355\u3001\u5356\u5bb6\u6253\u5355(\u5356\u5bb6\u6253\u5355\u662f\u6307\u5356\u5bb6\u6536\u5230\u8ba2\u5355\u540e\u5728\u540e\u53f0\u5236\u4f5c\u8ba2\u5355\u7684\u8fc7\u7a0b)\u3001\u4ed3\u5e93\u51fa\u5e93\u3001\u5feb\u9012\u8fd0\u8f93\u3001\u4e70\u5bb6\u7b7e\u6536\u3002<\/p>\n<p>\u6309\u7167\u7ecf\u8425\u4e3b\u4f53\u53ef\u4ee5\u5c06\u8de8\u5883\u7535\u5546\u6a21\u5f0f\u5206\u4e3a\u5e73\u53f0\u578b\u3001\u81ea\u8425\u578b\u3001\u6df7\u5408\u578b\u3002<\/p>\n<ul>\n<li>\u5e73\u53f0\u578b:\u662f\u6307\u9080\u8bf7\u5356\u5bb6\u5165\u9a7b\u8de8\u5883\u7535\u5546\u5e73\u53f0\u6765\u8fdb\u884c\u8fd0\u8425\u3002\u4f8b\u5982\u963f\u91cc\u5df4\u5df4\u56fd\u9645\u7ad9\u3001ebay\u3001\u5929\u732b\u56fd\u9645\u3002<\/li>\n<li>\u81ea\u8425\u578b:\u662f\u6307\u8de8\u5883\u7535\u5546\u5e73\u53f0\u81ea\u5df1\u8fd0\u8425\u3002\u4f8b\u5982\u5170\u4ead\u96c6\u52bf\u3001\u8003\u62c9\u6d77\u8d2d\u3001\u5c0f\u7ea2\u4e66\u3002<\/li>\n<li>\u6df7\u5408\u578b:\u662f\u6307\u8de8\u5883\u7535\u5546\u5e73\u53f0\u517c\u6709\u5e73\u53f0\u578b\u548c\u81ea\u8425\u578b\u3002\u4f8b\u5982\u4e9a\u9a6c\u900a\u65e2\u6709\u81ea\u5df1\u8fd0\u8425\u7684\uff0c\u4e5f\u6709\u9080\u8bf7\u5356\u5bb6\u5165\u9a7b\u7684\u3002<\/li>\n<\/ul>\n<p>\u5356\u5bb6\u4e3a\u4e86\u80fd\u5356\u51fa\u66f4\u591a\u7684\u5546\u54c1\uff0c\u5c31\u9700\u8981\u5438\u5f15\u66f4\u591a\u7684\u6d41\u91cf\u3002\u6d41\u91cf\u53ef\u4ee5\u5206\u4e3a<strong>\u81ea\u7136\u6d41\u91cf<\/strong>\u548c<strong>\u5e7f\u544a\u6d41\u91cf<\/strong>\u3002\u81ea\u7136\u6d41\u91cf\u662f\u6307\u4e70\u5bb6\u65e0\u610f\u95f4\u70b9\u8fdb\u4ea7\u54c1\u9875\u9762\u800c\u975e\u6765\u81ea\u5e7f\u544a\u94fe\u63a5\uff0c\u5e7f\u544a\u6d41\u91cf\u6765\u6e90\u4e8e\u5e7f\u544a\u94fe\u63a5\uff0c\u9700\u8981\u5356\u5bb6\u652f\u4ed8\u4e00\u5b9a\u7684\u5e7f\u544a\u8d39\u3002<\/p>\n<h4>\u4e1a\u52a1\u6307\u6807<\/h4>\n<figure id=\"attachment_419\" aria-describedby=\"caption-attachment-419\" style=\"width: 1059px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_32.png\" alt=\"\" width=\"1059\" height=\"429\" class=\"size-full wp-image-419\" srcset=\"http:\/\/youpaiyun.lingbo.online\/2023\/09\/pic_32.png 1059w, http:\/\/youpaiyun.lingbo.online\/2023\/09\/pic_32-300x122.png 300w, http:\/\/youpaiyun.lingbo.online\/2023\/09\/pic_32-1024x415.png 1024w, http:\/\/youpaiyun.lingbo.online\/2023\/09\/pic_32-768x311.png 768w\" sizes=\"auto, (max-width: 1059px) 100vw, 1059px\" \/><figcaption id=\"caption-attachment-419\" class=\"wp-caption-text\">\u5e7f\u544a\u6f0f\u6597\u6a21\u578b\u56fe<\/figcaption><\/figure>\n<p>\u5e7f\u544a\u6f0f\u6597\u6a21\u578b\u4e2d\u5bf9\u5e94\u4e86\u6d41\u91cf\u8f6c\u5316\u7684\u5404\u4e2a\u73af\u8282\uff0c\u53cd\u6620\u4e86\u66dd\u5149\u3001\u70b9\u51fb\u3001\u8ba2\u5355\u3001\u652f\u4ed8\u7684\u8fc7\u7a0b\u3002\u4f7f\u7528\u5e7f\u544a\u6f0f\u6597\u6a21\u578b\u6765\u5206\u6790\u6570\u636e\u7684\u597d\u5904\u662f\uff0c\u53ef\u4ee5\u91cf\u5316\u5404\u4e2a\u73af\u8282\u7684\u8868\u73b0\u60c5\u51b5\uff0c\u53ef\u4ee5\u53d1\u73b0\u662f\u54ea\u4e2a\u73af\u8282\u51fa\u4e86\u95ee\u9898\uff0c\u4ece\u800c\u6709\u9488\u5bf9\u6027\u5730\u89e3\u51b3\u95ee\u9898\u3002<\/p>\n<ul>\n<li>\u66dd\u5149\u8fd9\u4e00\u73af\u8282\u9700\u8981\u5173\u6ce8\u7684\u6307\u6807\u662f\u66dd\u5149\u6570\u91cf\u3002\u66dd\u5149\u6570\u91cf\u662f\u6307\u4e00\u5b9a\u65f6\u95f4\u8303\u56f4\u5185\u4ea7\u54c1\u5728\u5e73\u53f0\u4e0a\u51fa\u73b0\u7684\u6b21\u6570\u3002<\/li>\n<li>\u70b9\u51fb\u8fd9\u4e00\u73af\u8282\u9700\u8981\u5173\u6ce8\u7684\u6307\u6807\u662f\u70b9\u51fb\u6570\u91cf\u3002\u70b9\u51fb\u6570\u91cf\u662f\u6307\u4e00\u5b9a\u65f6\u95f4\u8303\u56f4\u5185\u4ea7\u54c1\u66dd\u5149\u540e\u7684\u70b9\u51fb\u6b21\u6570\u3002\u70b9\u51fb\u8f6c\u5316\u7387\u662f\u6307\u4e00\u5b9a\u65f6\u95f4\u8303\u56f4\u5185\u4ea7\u54c1\u70b9\u51fb\u6570\u91cf\u9664\u4ee5\u66dd\u5149\u6570\u91cf\u3002<\/li>\n<li>\u8ba2\u5355\u8fd9\u4e00\u73af\u8282\u9700\u8981\u5173\u6ce8\u7684\u6307\u6807\u662f\u8ba2\u5355\u6570\u91cf\u3001\u8d2d\u4e70\u8f6c\u5316\u7387\u3002\u8ba2\u5355\u6570\u91cf\u662f\u6307\u4e00\u5b9a\u65f6\u95f4\u8303\u56f4\u5185\u4ea7\u54c1\u901a\u8fc7\u5e7f\u544a\u4ea7\u751f\u7684\u8ba2\u5355\u6570\u91cf\u3002\u8d2d\u4e70\u8f6c\u5316\u7387\u662f\u6307\u4e00\u5b9a\u65f6\u95f4\u8303\u56f4\u5185\u4ea7\u54c1\u8ba2\u5355\u6570\u91cf\u9664\u4ee5\u70b9\u51fb\u6570\u91cf\u3002- - \u652f\u4ed8\u8fd9\u4e00\u73af\u8282\u9700\u8981\u5173\u6ce8\u7684\u6307\u6807\u662f\u9500\u552e\u989d\uff0c\u662f\u6307\u4e00\u5b9a\u65f6\u95f4\u8303\u56f4\u5185\u4ea7\u54c1\u901a\u8fc7\u5e7f\u544a\u4ea7\u751f\u7684\u9500\u552e\u989d\u3002<\/li>\n<\/ul>\n<p>\u5176\u4ed6\u5e38\u7528\u6307\u6807\u8fd8\u6709\uff1a<\/p>\n<ul>\n<li>\u5e7f\u544a\u6210\u672c(Advertising Cost of Sales\uff0cACoS): \u6307\u4e00\u5b9a\u65f6\u95f4\u8303\u56f4\u5185\u7684\u5e7f\u544a\u8d39\u9664\u4ee5\u9500\u552e\u989d\u3002\u4f8b\u5982\uff0c\u4e3a\u4e86\u63a8\u5e7f\u4ea7\u54c1\u82b1\u8d39\u7684\u5e7f\u544a\u8d39\u662f20\u5143\uff0c\u8be5\u5e7f\u544a\u6d3b\u52a8\u5e26\u6765\u4e86100\u5143\u7684\u9500\u552e\u989d\uff0c\u90a3\u4e48\u5e7f\u544a\u6210\u672c=\u5e7f\u544a\u8d39 (20\u5143)\/\u9500\u552e\u989d(100\u5143)=20%<\/li>\n<li>\u6392\u540d:\u5728\u4ea7\u54c1\u5c55\u793a\u9875\u9762\uff0c\u53ef\u4ee5\u770b\u5230\u4ea7\u54c1\u5728\u5b83\u6240\u5728\u7c7b\u76ee\u4e0b\u7684\u6392\u540d\u3002<\/li>\n<\/ul>\n<h4>\u5e7f\u544a\u4f18\u5316\u5206\u6790\u601d\u8def<\/h4>\n<ul>\n<li>\u5206\u6790\u95ee\u9898:\u8fd9\u4e00\u6b65\u4e3b\u8981\u662f\u660e\u786e\u95ee\u9898\uff0c\u4e86\u89e3\u95ee\u9898\u51fa\u73b0\u7684\u80cc\u666f\u548c\u5206\u6790\u7684\u76ee\u7684;<\/li>\n<li>\u6570\u636e\u5904\u7406:\u8fd9\u4e00\u6b65\u9700\u8981\u505a\u7684\u5c31\u662f\u6570\u636e\u7684\u6536\u96c6\u3001\u5904\u7406\u3002\u539f\u59cb\u6570\u636e\u4e0d\u4e00\u5b9a\u80fd\u76f4\u89c2\u53cd\u6620\u95ee\u9898\uff0c\u5bf9\u6570\u636e\u8fdb\u884c\u9002\u5f53\u7684\u5904\u7406\uff0c\u6709\u52a9\u4e8e\u540e\u9762\u7684\u5206\u6790\u5de5\u4f5c;<\/li>\n<li>\u5e7f\u544a\u4f18\u5316:\u57fa\u4e8e\u4e0a\u4e00\u6b65\u5bf9\u5e7f\u544a\u6570\u636e\u7684\u7406\u89e3\uff0c\u89c2\u5bdf\u5e7f\u544a\u6570\u636e\u3001\u5bf9\u4ea7\u54c1\u5206\u7c7b\u3001\u5236\u5b9a\u5e7f\u544a\u7b56\u7565\u3001\u786e\u5b9a\u5173\u952e\u8bcd\u548c\u7ade\u4ef7;<\/li>\n<li>\u6548\u679c\u8bc4\u4f30:\u4e00\u6b21\u5206\u6790\u7684\u7ed3\u675f\u5e94\u8be5\u662f\u6709\u7ed3\u679c\u53cd\u9988\u7684\uff0c\u8fd9\u6837\u624d\u80fd\u91cf\u5316\u5de5\u4f5c\u7684\u4ea7\u51fa\u3002\u7ed3\u679c\u7684\u8ffd\u8e2a\u53ef\u4ee5\u5e2e\u52a9\u4e0b\u4e00\u6b21\u5e7f\u544a\u4f18\u5316\u7684\u8fdb\u884c\u3002<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_33.png\" alt=\"\" \/><\/p>\n<h3>\u7b2c\u516d\u7ae0 \u91d1\u878d\u4fe1\u8d37\u884c\u4e1a<\/h3>\n<p>\u4ece\u4e8b\u91d1\u878d\u6d3b\u52a8\u7684\u516c\u53f8\u6210\u4e3a\u91d1\u878d\u673a\u6784\uff0c\u4ed6\u4eec\u4e3b\u8981\u5305\u62ec\u94f6\u884c\u3001\u8bc1\u5238\u516c\u53f8\u3001\u4fdd\u9669\u516c\u53f8\u3001\u4fe1\u6258\u516c\u53f8\u3001\u7f51\u8d37\u516c\u53f8\u3001\u7b2c\u4e09\u65b9\u652f\u4ed8\u516c\u53f8\u3001\u91d1\u878d\u79d1\u6280\u516c\u53f8\u7b49\uff0c\u4ed6\u4eec\u7684\u529f\u80fd\u548c\u7ecf\u8425\u8303\u56f4\u5982\u4e0b\u8868\u6240\u793a\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_34.png\" alt=\"\" \/><\/p>\n<p>\u91d1\u878d\u884c\u4e1a\u6309\u7167\u662f\u5426\u4ece\u4e8b\u4fe1\u8d37\u7c7b\u4e1a\u52a1\uff0c\u53ef\u4ee5\u5206\u4e3a\u91d1\u878d\u4fe1\u8d37\u884c\u4e1a\u548c\u91d1\u878d\u975e\u4fe1\u8d37\u884c\u4e1a\uff1b\u53c8\u53ef\u4ee5\u6839\u636e\u5e26\u5bbd\u53d1\u653e\u7684\u573a\u666f\u5206\u4e3a\u201c\u7ebf\u4e0b\u201d\u548c\u201c\u7ebf\u4e0a\u201d\u4e24\u79cd\u6a21\u5f0f\u3002<br \/>\n\u7ebf\u4e0b\u6a21\u5f0f\u662f\u6307\u7528\u6237\u9700\u8981\u5728\u7ebf\u4e0b\u4e0e\u8d37\u6b3e\u673a\u6784\u8fdb\u884c\u9762\u8c08\uff0c\u5e76\u7531\u5ba1\u6838\u4eba\u5458\u8fdb\u884c\u5f53\u9762\u5ba1\u6838\u540e\u624d\u80fd\u5b8c\u6210\u5ba1\u6279\u548c\u653e\u6b3e\u3002\u7ebf\u4e0b\u6a21\u5f0f\u6839\u636e\u662f\u5426\u6709\u62b5\u62bc\u7269\u53c8\u53ef\u4ee5\u5206\u4e3a\u62b5\u62bc\u8d37\u548c\u4fe1\u7528\u8d37\u4e24\u7c7b\u3002\u62b5\u62bc\u8d37\u6b3e\u662f\u6839\u636e\u501f\u6b3e\u4eba\u7684\u56fa\u5b9a\u8d44\u4ea7\u4ef7\u503c\u6216\u7b2c\u4e09\u65b9\u62c5\u4fdd\u5bf9\u501f\u6b3e\u4eba\u53d1\u653e\u5e26\u8d37\u6b3e\uff0c\u5982\u623f\u8d37\uff0c\u8f66\u8d37\u7b49\uff1b\u4fe1\u7528\u8d37\u6b3e\u662f\u6839\u636e\u501f\u6b3e\u4eba\u7684\u4fe1\u7528\u6765\u5bf9\u5176\u53d1\u653e\u8d37\u6b3e\uff0c\u5982\u5404\u5927\u94f6\u884c\u7684\u65e0\u62b5\u62bc\u4fe1\u7528\u8d37\u7b49\u3002\u4ece\u4e8b\u7ebf\u4e0b\u672b\u4e16\u7684\u673a\u6784\u4ee5\u94f6\u884c\u4e3a\u4e3b\u3002<br \/>\n\u7ebf\u4e0a\u6a21\u5f0f\u662f\u6307\u7528\u6237\u5728\u7f51\u4e0a\u5c31\u53ef\u4ee5\u5b8c\u6210\u8d37\u6b3e\u7684\u7533\u8bf7\uff0c\u8d37\u6b3e\u53d1\u653e\u673a\u6784\u540c\u6837\u5728\u7f51\u4e0a\u5b8c\u6210\u5ba1\u6279\u548c\u653e\u6b3e\u3002\u7ebf\u4e0a\u6a21\u5f0f\u6839\u636e\u662f\u5426\u6709\u6d88\u8d39\u573a\u666f\u53ef\u4ee5\u5206\u4e3a\u73b0\u91d1\u8d37\u548c\u6d88\u8d39\u8d37\u4e24\u7c7b\u3002<br \/>\n\u73b0\u91d1\u8d37\u4e00\u822c\u662f\u6307\u77ed\u671f\u4e2a\u4eba\u4fe1\u7528\u8d37\u6b3e\uff0c\u7528\u6237\u5728\u7f51\u8d37\u5e73\u53f0\u63d0\u51fa\u7533\u8bf7\uff0c\u901a\u8fc7\u5ba1\u6838\u540e\uff0c\u7528\u6237\u4f1a\u5728\u81ea\u5df1\u7684\u94f6\u884c\u5361\u91cc\u6536\u5230\u4e00\u7b14\u73b0\u91d1\u3002\u4f8b\u5982\u652f\u4ed8\u5b9d\u91cc\u9762\u7684\u201c\u501f\u5457\u201d\u5c31\u662f\u73b0\u91d1\u8d37\uff0c\u7f51\u8d37\u5e73\u53f0\u76f4\u63a5\u5c06\u73b0\u91d1\u8f6c\u5165\u4f60\u7684\u94f6\u884c\u5361\u91cc\u3002<br \/>\n\u6d88\u8d39\u8d37\u4e3b\u8981\u5c31\u662f\u4e3a\u4e2a\u4eba\u63d0\u4f9b\u4ee5\u6d88\u8d39\u4e3a\u76ee\u7684\u7684\u6d88\u8d39\u8d37\u6b3e\u3002\u4f8b\u5982\u652f\u4ed8\u5b9d\u91cc\u9762\u7684\u201c\u82b1\u5457\u201d\u5c31\u662f\u6d88\u8d39\u8d37\uff0c\u7528\u6237\u5fc5\u987b\u5728\u8d2d\u4e70\u5546\u54c1\u6216\u8005\u5403\u996d\u7ed3\u8d26\u5411\u5546\u6237\u4ed8\u6b3e\u65f6\u624d\u80fd\u4f7f\u7528\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_35.png\" alt=\"\" \/><\/p>\n<h4>\u7f51\u8d37\u7684\u4e1a\u52a1\u6a21\u5f0f<\/h4>\n<p>\u7f51\u8d37\u6700\u91cd\u8981\u7684\u4e09\u4e2a\u90e8\u5206\u662f\u8d44\u91d1\uff08\u94b1\u4ece\u54ea\u6765\uff09\u3001\u98ce\u63a7\uff08\u98ce\u9669\u63a7\u5236\uff09\u548c\u83b7\u53d6\u7528\u6237\uff08\u7528\u6237\u4ece\u54ea\u91cc\u6765\uff09\u3002\u5728\u4e00\u4e2a\u5b8c\u6574\u7684\u4fe1\u8d37\u4e1a\u52a1\u4e2d\uff0c\u5b58\u5728\u7528\u6237\uff08\u501f\u6b3e\u4eba\uff09\u3001\u7f51\u8d37\u516c\u53f8\uff08\u4fe1\u8d37\u673a\u6784\uff09\u548c\u8d44\u91d1\u6765\u6e90\u65b9\u8fd9\u4e09\u4e2a\u4e3b\u9898\u3002\u5176\u4e2d\u7f51\u8d37\u516c\u53f8\u5305\u542b\u56db\u7c7b\u804c\u80fd\u90e8\u5206\uff0c\u5206\u522b\u662f\u8fd0\u8425\u3001\u98ce\u63a7\u3001\u8d22\u52a1\u548c\u6cd5\u52a1\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_36.png\" alt=\"\" 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\/><\/p>\n<h4>\u4e1a\u52a1\u77e5\u8bc6<\/h4>\n<h5>\u4e1a\u52a1\u6a21\u5f0f<\/h5>\n<p>\u7b2c\u4e09\u65b9\u652f\u4ed8\u516c\u53f8\u4e3a\u7ebf\u4e0b\u5546\u5bb6\u63d0\u4f9b\u6536\u8d39\u7ec8\u7aef\u4ea7\u54c1\uff08\u626b\u7801\u67aa\u3001\u4ed8\u6b3e\u7801\u7b491\uff09\uff0c\u5e2e\u52a9\u5546\u5bb6\u8fdb\u884c\u6536\u6b3e\uff0c\u7136\u540e\u4ece\u4e2d\u83b7\u53d6\u624b\u7eed\u8d39\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/lingbo.online\/wp-content\/uploads\/2023\/09\/pic_38.png\" alt=\"\" \/><\/p>\n<p>\u4ece\u5546\u5bb6\u7684\u89d2\u5ea6\u51fa\u53d1\uff0c\u770b\u4e0b\u7b2c\u4e09\u65b9\u652f\u4ed8\u516c\u53f8\u7684\u4e1a\u52a1\u6d41\u7a0b:<\/p>\n<ul>\n<li>\u7b2c\u4e09\u65b9\u652f\u4ed8\u516c\u53f8\u7684\u4e1a\u52a1\u5458\u5728\u7ebf\u4e0b\u505a\u63a8\u5e7f\uff0c\u8bf4\u670d\u5546\u5bb6\u8d2d\u4e70\u7ec8\u7aef\u4ea7\u54c1\uff0c\u5e76\u4e0e\u5546\u5bb6\u7b7e\u8ba2\u5408\u540c;\u63a5\u4e0b\u6765\u9700\u8981\u5546\u5bb6\u6ce8\u518c\uff0c\u6ce8\u518c\u4e00\u822c\u9700\u8981\u7ed1\u5b9a\u5546\u5bb6\u7684\u94f6\u884c\u5361\u3001\u4e0a\u4f20\u76f8\u5173\u8d44\u6599<\/li>\n<li>\u63d0\u4ea4\u6240\u9700\u8d44\u6599\u540e\uff0c\u9700\u8981\u7b2c\u4e09\u65b9\u652f\u4ed8\u516c\u53f8\u7684\u98ce\u63a7\u90e8\u95e8\u5ba1\u6838\uff0c\u4e3b\u8981\u662f\u5ba1\u6838\u5546\u5bb6\u7684\u8425\u4e1a\u6267\u7167\u7b49\u8d44\u6599\u662f\u5426\u9f50\u5168\uff0c\u8d44\u6599\u4e0d\u5168\u7684\u8bdd\uff0c\u9700\u8981\u91cd\u65b0\u63d0\u4ea4;<\/li>\n<li>\u5ba1\u6838\u901a\u8fc7\u540e\uff0c\u5546\u5bb6\u5c31\u53ef\u4ee5\u4f7f\u7528\u7ec8\u7aef\u4ea7\u54c1\u8fdb\u884c\u6536\u6b3e\uff0c\u7b2c\u4e09\u65b9\u652f\u4ed8\u516c\u53f8\u4f1a\u5728\u7b2c\u4e8c\u5929\u7ed9\u5546\u5bb6\u8fdb\u884c\u7ed3\u7b97:<\/li>\n<li>\u516c\u53f8\u4f1a\u8bbe\u7f6e\u76f8\u5173\u7684\u8003\u6838\u6307\u6807(\u4f8b\u5982\u4ea4\u6613\u989d\u9700\u8981\u8fbe\u5230\u591a\u5c11) 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