{"id":1904,"date":"2026-09-02T13:15:29","date_gmt":"2026-09-02T05:15:29","guid":{"rendered":"https:\/\/qince.com\/insights\/?p=1904"},"modified":"2026-09-09T15:31:58","modified_gmt":"2026-09-09T07:31:58","slug":"shibie-914","status":"publish","type":"post","link":"https:\/\/qince.com\/insights\/how-to\/shibie-914\/","title":{"rendered":"\u8bc6\u522b\uff1a\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u8bef\u62a5\u6f0f\u62a5\u8bc4\u4f30\uff1a\u6d88\u8d39\u54c1\u6e20\u9053\u6570\u5b57\u5316\u9009\u578b\u6307\u5357"},"content":{"rendered":"<h2>\u6838\u5fc3\u8bc4\u4f30\u65b9\u6cd5\uff1a\u6df7\u6dc6\u77e9\u9635+\u4e1a\u52a1\u9608\u503c\u53cc\u91cd\u673a\u5236<\/h2>\n<p>\u8bc4\u4f30\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u7684\u8bef\u62a5\uff08False Positive\uff09\u548c\u6f0f\u62a5\uff08False Negative\uff09\uff0c\u6838\u5fc3\u65b9\u6cd5\u662f\u5efa\u7acb<strong>\u6df7\u6dc6\u77e9\u9635+\u4e1a\u52a1\u9608\u503c<\/strong>\u7684\u53cc\u91cd\u9a8c\u8bc1\u673a\u5236\uff1a\u5148\u7528\u7edf\u8ba1\u6307\u6807\uff08\u7cbe\u786e\u7387\u3001\u53ec\u56de\u7387\u3001F1\u503c\uff09\u91cf\u5316\u6a21\u578b\u8868\u73b0\uff0c\u518d\u7ed3\u5408\u6d88\u8d39\u54c1\u6e20\u9053\u7684\u5177\u4f53\u573a\u666f\uff08\u8d27\u67b6\u9648\u5217\u3001\u94fa\u8d27\u68c0\u6838\u3001\u8d39\u7528\u6838\u9500\uff09\u8bbe\u5b9a\u53ef\u63a5\u53d7\u7684\u9519\u8bef\u5bb9\u5fcd\u5ea6\uff0c\u6700\u540e\u901a\u8fc7\u4eba\u5de5\u62bd\u6837\u590d\u6838\u9a8c\u8bc1\u7cfb\u7edf\u8f93\u51fa\u7684\u53ef\u9760\u6027\u3002\u9009\u578b\u9636\u6bb5\u5efa\u8bae\u8981\u6c42\u5382\u5546\u63d0\u4f9b\u53ef\u89e3\u91ca\u7684\u7ed3\u679c\u8be6\u60c5\u548c\u4eba\u5de5\u6821\u5bf9\u80fd\u529b\uff0c\u907f\u514d&#8221;\u9ed1\u7bb1&#8221;\u4ea4\u4ed8\u3002<\/p>\n<h2>\u8bef\u62a5\u4e0e\u6f0f\u62a5\u7684\u4e1a\u52a1\u5f62\u6001\u4e0e\u4ee3\u4ef7<\/h2>\n<p>\u5728\u6d88\u8d39\u54c1\u7ec8\u7aef\u6570\u5b57\u5316\u573a\u666f\u4e2d\uff0c\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u7684\u4e24\u7c7b\u9519\u8bef\u76f4\u63a5\u5f71\u54cd\u4e1a\u52a1\u51b3\u7b56\u8d28\u91cf\uff1a<\/p>\n<table>\n<caption>\u8bef\u62a5\u4e0e\u6f0f\u62a5\u7684\u4e1a\u52a1\u573a\u666f\u6620\u5c04<\/caption>\n<thead>\n<tr>\n<th>\u9519\u8bef\u7c7b\u578b<\/th>\n<th>\u6280\u672f\u5b9a\u4e49<\/th>\n<th>\u4e1a\u52a1\u8868\u73b0<\/th>\n<th>\u5178\u578b\u540e\u679c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u8bef\u62a5\uff08False Positive\uff09<\/td>\n<td>\u7cfb\u7edf\u5224\u5b9a\u4e3a&#8221;\u6709\/\u5408\u683c&#8221;\uff0c\u5b9e\u9645\u4e3a&#8221;\u65e0\/\u4e0d\u5408\u683c&#8221;<\/td>\n<td>\u672a\u94fa\u8d27SKU\u88ab\u8bc6\u522b\u4e3a\u5df2\u94fa\u8d27\uff1b\u865a\u5047\u7167\u7247\u88ab\u5224\u4e3a\u771f\u5b9e\uff1b\u4e0d\u7b26\u5408\u9648\u5217\u6807\u51c6\u7684\u573a\u666f\u5f97\u5206\u5408\u683c<\/td>\n<td>\u8d39\u7528\u8bef\u6838\u9500\u3001\u4e1a\u7ee9\u865a\u9ad8\u3001\u5bf9\u4f18\u8d28\u95e8\u5e97\u7684\u8bef\u5224\u5904\u7f5a<\/td>\n<\/tr>\n<tr>\n<td>\u6f0f\u62a5\uff08False Negative\uff09<\/td>\n<td>\u7cfb\u7edf\u5224\u5b9a\u4e3a&#8221;\u65e0\/\u4e0d\u5408\u683c&#8221;\uff0c\u5b9e\u9645\u4e3a&#8221;\u6709\/\u5408\u683c&#8221;<\/td>\n<td>\u771f\u5b9e\u9648\u5217\u672a\u88ab\u8bc6\u522b\uff1b\u5408\u89c4\u7167\u7247\u88ab\u5224\u4e3a\u7a9c\u62cd\uff1b\u8fbe\u6807\u573a\u666f\u88ab\u6263\u5206<\/td>\n<td>\u6267\u884c\u4eba\u5458\u91cd\u590d\u52b3\u52a8\u3001\u771f\u5b9e\u4e1a\u7ee9\u88ab\u4f4e\u4f30\u3001\u7ec8\u7aef\u79ef\u6781\u6027\u53d7\u632b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e24\u7c7b\u9519\u8bef\u7684\u4e1a\u52a1\u4ee3\u4ef7\u4e0d\u5bf9\u79f0\uff1a\u8bef\u62a5\u53ef\u80fd\u5bfc\u81f4\u8d44\u91d1\u98ce\u9669\uff08\u8d39\u7528\u6838\u9500\u573a\u666f\uff09\uff0c\u6f0f\u62a5\u5219\u5f71\u54cd\u6267\u884c\u6548\u7387\uff08\u62dc\u8bbf\u68c0\u6838\u573a\u666f\uff09\u3002\u8bc4\u4f30\u524d\u9700\u660e\u786e\u5f53\u524d\u9636\u6bb5\u66f4\u9700\u9632\u8303\u54ea\u7c7b\u98ce\u9669\u3002<\/p>\n<h2>\u9519\u8bef\u6839\u56e0\u7684\u516d\u5c42\u5206\u6790\u6846\u67b6<\/h2>\n<p>\u56fe\u50cf\u8bc6\u522b\u9519\u8bef\u5e76\u975e\u5355\u4e00\u6280\u672f\u95ee\u9898\uff0c\u9700\u4ece\u4ee5\u4e0b\u7ef4\u5ea6\u6392\u67e5\uff1a<\/p>\n<ul>\n<li><strong>\u8bad\u7ec3\u6570\u636e\u5c42<\/strong>\uff1a\u5546\u54c1\u6837\u672c\u8986\u76d6\u4e0d\u5168\u3001\u62cd\u6444\u89d2\u5ea6\u5355\u4e00\u3001\u5149\u7ebf\u6761\u4ef6\u4e0e\u771f\u5b9e\u573a\u666f\u5dee\u5f02\u5927<\/li>\n<li><strong>\u56fe\u50cf\u8d28\u91cf\u5c42<\/strong>\uff1a\u7ec8\u7aef\u7167\u7247\u6a21\u7cca\u3001\u906e\u6321\u4e25\u91cd\u3001\u62cd\u6444\u89d2\u5ea6\u504f\u79bb\u8bad\u7ec3\u5206\u5e03<\/li>\n<li><strong>\u573a\u666f\u5b9a\u4e49\u5c42<\/strong>\uff1a\u9648\u5217\u89c4\u5219\u63cf\u8ff0\u6a21\u7cca\uff08\u5982&#8221;\u9ec4\u91d1\u4f4d\u7f6e&#8221;\u65e0\u660e\u786e\u5750\u6807\uff09\u3001SKU\u8fb9\u754c\u4e0d\u6e05<\/li>\n<li><strong>\u89c4\u5219\u914d\u7f6e\u5c42<\/strong>\uff1a\u8bc6\u522b\u9608\u503c\u8bbe\u7f6e\u8fc7\u4e25\uff08\u6f0f\u62a5\u589e\u52a0\uff09\u6216\u8fc7\u677e\uff08\u8bef\u62a5\u589e\u52a0\uff09<\/li>\n<li><strong>\u6a21\u578b\u80fd\u529b\u5c42<\/strong>\uff1a\u5bf9\u76f8\u4f3c\u5305\u88c5\u3001\u65b0\u54c1\u3001\u4fc3\u9500\u88c5\u8bc6\u522b\u80fd\u529b\u4e0d\u8db3<\/li>\n<li><strong>\u6d41\u7a0b\u8bbe\u8ba1\u5c42<\/strong>\uff1a\u7f3a\u5c11\u4eba\u5de5\u590d\u6838\u73af\u8282\uff0c\u7cfb\u7edf\u7ed3\u679c\u76f4\u63a5\u7528\u4e8e\u51b3\u7b56<\/li>\n<\/ul>\n<h2>\u91cf\u5316\u8bc4\u4f30\u4f53\u7cfb\uff1a\u4ece\u6307\u6807\u8ba1\u7b97\u5230\u9608\u503c\u8bbe\u5b9a<\/h2>\n<h3>\u7b2c\u4e00\u6b65\uff1a\u5efa\u7acb\u6df7\u6dc6\u77e9\u9635<\/h3>\n<p>\u4ee5&#8221;SKU\u662f\u5426\u94fa\u8d27&#8221;\u8bc6\u522b\u4e3a\u4f8b\uff0c\u5efa\u7acb\u56db\u683c\u8868\uff1a<\/p>\n<table>\n<caption>SKU\u94fa\u8d27\u8bc6\u522b\u7684\u6df7\u6dc6\u77e9\u9635\u793a\u4f8b<\/caption>\n<thead>\n<tr>\n<th><\/th>\n<th>\u5b9e\u9645\u6709\u8be5SKU<\/th>\n<th>\u5b9e\u9645\u65e0\u8be5SKU<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u7cfb\u7edf\u8bc6\u522b\u4e3a\u6709<\/strong><\/td>\n<td>\u771f\u6b63\u4f8b\uff08TP\uff09<\/td>\n<td>\u5047\u6b63\u4f8b\uff08FP\uff0c\u8bef\u62a5\uff09<\/td>\n<\/tr>\n<tr>\n<td><strong>\u7cfb\u7edf\u8bc6\u522b\u4e3a\u65e0<\/strong><\/td>\n<td>\u5047\u53cd\u4f8b\uff08FN\uff0c\u6f0f\u62a5\uff09<\/td>\n<td>\u771f\u53cd\u4f8b\uff08TN\uff09<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8ba1\u7b97\u4e09\u4e2a\u6838\u5fc3\u6307\u6807\uff1a<\/p>\n<ul>\n<li><strong>\u7cbe\u786e\u7387\uff08Precision\uff09<\/strong> = TP \/ (TP + FP)\uff1a\u8bc6\u522b\u4e3a&#8221;\u6709&#8221;\u7684\u7ed3\u679c\u4e2d\uff0c\u5b9e\u9645\u6b63\u786e\u7684\u6bd4\u4f8b<\/li>\n<li><strong>\u53ec\u56de\u7387\uff08Recall\uff09<\/strong> = TP \/ (TP + FN)\uff1a\u5b9e\u9645&#8221;\u6709&#8221;\u7684\u6837\u672c\u4e2d\uff0c\u88ab\u6b63\u786e\u8bc6\u522b\u7684\u6bd4\u4f8b<\/li>\n<li><strong>F1\u503c<\/strong> = 2 \u00d7 Precision \u00d7 Recall \/ (Precision + Recall)\uff1a\u7efc\u5408\u8861\u91cf\uff0c\u9002\u7528\u4e8e\u7c7b\u522b\u4e0d\u5e73\u8861\u573a\u666f<\/li>\n<\/ul>\n<h3>\u7b2c\u4e8c\u6b65\uff1a\u8bbe\u5b9a\u573a\u666f\u5316\u4e1a\u52a1\u9608\u503c<\/h3>\n<p>\u4e0d\u540c\u573a\u666f\u5bf9\u8bef\u62a5\/\u6f0f\u62a5\u7684\u5bb9\u5fcd\u5ea6\u4e0d\u540c\uff1a<\/p>\n<table>\n<caption>\u573a\u666f\u5bfc\u5411\u7684\u9608\u503c\u8bbe\u5b9a\u5efa\u8bae<\/caption>\n<thead>\n<tr>\n<th>\u4e1a\u52a1\u573a\u666f<\/th>\n<th>\u4f18\u5148\u63a7\u5236<\/th>\n<th>\u5efa\u8bae\u7cbe\u786e\u7387<\/th>\n<th>\u5efa\u8bae\u53ec\u56de\u7387<\/th>\n<th>\u6838\u9a8c\u65b9\u5f0f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u8d39\u7528\u6838\u9500\uff08\u5982\u9648\u5217\u8d39\uff09<\/td>\n<td>\u8bef\u62a5\uff08\u9632\u6b62\u591a\u4ed8\uff09<\/td>\n<td>\u226590%<\/td>\n<td>\u226575%<\/td>\n<td>\u4eba\u5de5\u5168\u91cf\u590d\u6838+\u7cfb\u7edf\u8f85\u52a9<\/td>\n<\/tr>\n<tr>\n<td>\u94fa\u8d27\u7edf\u8ba1\uff08\u4e1a\u7ee9\u8fbe\u6210\uff09<\/td>\n<td>\u6f0f\u62a5\uff08\u9632\u6b62\u5c11\u8ba1\uff09<\/td>\n<td>\u226580%<\/td>\n<td>\u226590%<\/td>\n<td>\u62bd\u6837\u590d\u6838+\u4e89\u8bae\u7533\u8bc9<\/td>\n<\/tr>\n<tr>\n<td>\u771f\u5b9e\u6027\u5ba1\u6838\uff08\u7a9c\u62cd\u8bc6\u522b\uff09<\/td>\n<td>\u4e24\u8005\u5e73\u8861<\/td>\n<td>\u226585%<\/td>\n<td>\u226585%<\/td>\n<td>\u98ce\u9669\u8bc4\u5206+\u4eba\u5de5\u5206\u7ea7\u590d\u6838<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u7b2c\u4e09\u6b65\uff1a\u62bd\u6837\u590d\u6838\u4e0e\u6301\u7eed\u6821\u51c6<\/h3>\n<p>\u6838\u9a8c\u6d41\u7a0b\u5e94\u5305\u542b\uff1a<\/p>\n<ol>\n<li><strong>\u6837\u672c\u62bd\u53d6<\/strong>\uff1a\u6309\u8bc6\u522b\u7ed3\u679c\u5206\u5c42\u62bd\u6837\uff08\u9ad8\u7f6e\u4fe1\u5ea6\/\u4f4e\u7f6e\u4fe1\u5ea6\/\u968f\u673a\uff09\uff0c\u5efa\u8bae\u6bcf\u6279\u6b21\u2265300\u5f20\u6216\u8986\u76d6\u5168\u90e8SKU\u7c7b\u578b<\/li>\n<li><strong>\u4eba\u5de5\u6807\u6ce8<\/strong>\uff1a\u7531\u4e1a\u52a1\u4e13\u5bb6\u72ec\u7acb\u6807\u6ce8\uff0c\u5efa\u7acb&#8221;\u9ec4\u91d1\u6807\u51c6&#8221;\u6570\u636e\u96c6<\/li>\n<li><strong>\u5dee\u5f02\u5206\u6790<\/strong>\uff1a\u5bf9\u6bd4\u7cfb\u7edf\u7ed3\u679c\u4e0e\u4eba\u5de5\u6807\u6ce8\uff0c\u5b9a\u4f4d\u9519\u8bef\u6a21\u5f0f\uff08\u7279\u5b9aSKU\u3001\u7279\u5b9a\u573a\u666f\u3001\u7279\u5b9a\u89c4\u5219\uff09<\/li>\n<li><strong>\u9608\u503c\u8c03\u4f18<\/strong>\uff1a\u6839\u636e\u5dee\u5f02\u5206\u6790\u8c03\u6574\u8bc6\u522b\u89c4\u5219\u6216\u7f6e\u4fe1\u5ea6\u9608\u503c<\/li>\n<li><strong>\u8fed\u4ee3\u9a8c\u8bc1<\/strong>\uff1a\u8c03\u6574\u540e\u91cd\u65b0\u62bd\u6837\uff0c\u9a8c\u8bc1\u6307\u6807\u6539\u5584\u60c5\u51b5<\/li>\n<\/ol>\n<h2>\u95ee\u9898\u8bca\u65ad\u4e0e\u4f18\u5316\u95ed\u73af<\/h2>\n<table>\n<caption>\u95ee\u9898\u2014\u6839\u56e0\u2014\u52a8\u4f5c\u2014\u7cfb\u7edf\u80fd\u529b\u2014\u9a8c\u8bc1\u6307\u6807\u5bf9\u7167\u8868<\/caption>\n<thead>\n<tr>\n<th>\u95ee\u9898\u73b0\u8c61<\/th>\n<th>\u53ef\u80fd\u6839\u56e0<\/th>\n<th>\u89e3\u51b3\u52a8\u4f5c<\/th>\n<th>\u6240\u9700\u7cfb\u7edf\u80fd\u529b<\/th>\n<th>\u9a8c\u8bc1\u6307\u6807<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u7279\u5b9aSKU\u6301\u7eed\u8bef\u62a5<\/td>\n<td>\u8bad\u7ec3\u6837\u672c\u4e0d\u8db3\u6216\u5305\u88c5\u76f8\u4f3c\u5ea6\u9ad8<\/td>\n<td>\u8865\u5145\u6837\u672c\u91cd\u8bad\uff1b\u8c03\u6574\u8bc6\u522b\u89c4\u5219<\/td>\n<td>\u5546\u54c1\u8bad\u7ec3\u4e0e\u6a21\u578b\u8fed\u4ee3\u80fd\u529b<\/td>\n<td>\u8be5SKU\u7cbe\u786e\u7387\u63d0\u5347\u81f3\u76ee\u6807\u9608\u503c<\/td>\n<\/tr>\n<tr>\n<td>\u51b0\u7bb1\u573a\u666f\u6f0f\u62a5\u7387\u9ad8<\/td>\n<td>\u73bb\u7483\u53cd\u5149\u3001\u89d2\u5ea6\u504f\u5dee\u5bfc\u81f4\u7279\u5f81\u4e22\u5931<\/td>\n<td>\u4f18\u5316\u62cd\u6444\u6307\u5f15\uff1b\u589e\u5f3a\u573a\u666f\u8bc6\u522b\u89c4\u5219<\/td>\n<td>\u573a\u666f\u8bc6\u522b\u4e0e\u62cd\u6444\u8d28\u91cf\u63d0\u793a<\/td>\n<td>\u51b0\u7bb1\u573a\u666f\u53ec\u56de\u7387\u8fbe\u6807<\/td>\n<\/tr>\n<tr>\n<td>\u7a9c\u62cd\u8bef\u5224\u4e3a\u771f\u5b9e<\/td>\n<td>\u5730\u7406\u4f4d\u7f6e\u6821\u9a8c\u7f3a\u5931\u6216GPS\u6f02\u79fb<\/td>\n<td>\u53e0\u52a0\u591a\u7ef4\u5ea6\u771f\u5b9e\u6027\u6821\u9a8c<\/td>\n<td>\u865a\u5047\u7167\u7247\u8bc6\u522b\u4e0e\u4f4d\u7f6e\u6821\u9a8c<\/td>\n<td>\u771f\u5b9e\u6027\u5ba1\u6838\u51c6\u786e\u7387<\/td>\n<\/tr>\n<tr>\n<td>\u89c4\u5219\u8c03\u6574\u5bfc\u81f4\u6307\u6807\u6ce2\u52a8<\/td>\n<td>\u89c4\u5219\u914d\u7f6e\u4e0e\u6a21\u578b\u80fd\u529b\u4e0d\u5339\u914d<\/td>\n<td>\u89c4\u5219\u7248\u672c\u7ba1\u7406\uff1bA\/B\u6d4b\u8bd5\u9a8c\u8bc1<\/td>\n<td>\u89c4\u5219\u914d\u7f6e\u7075\u6d3b\u6027\u4e0e\u7ed3\u679c\u53ef\u89e3\u91ca<\/td>\n<td>\u89c4\u5219\u53d8\u66f4\u524d\u540e\u6307\u6807\u5bf9\u6bd4<\/td>\n<\/tr>\n<tr>\n<td>\u4eba\u5de5\u590d\u6838\u5de5\u4f5c\u91cf\u5927<\/td>\n<td>\u4f4e\u7f6e\u4fe1\u5ea6\u7ed3\u679c\u672a\u6709\u6548\u5206\u6d41<\/td>\n<td>\u7f6e\u4fe1\u5ea6\u5206\u5c42\uff1b\u9ad8\u7f6e\u4fe1\u5ea6\u81ea\u52a8\u901a\u8fc7<\/td>\n<td>\u7ed3\u679c\u7f6e\u4fe1\u5ea6\u8f93\u51fa\u4e0e\u590d\u6838\u5de5\u4f5c\u6d41<\/td>\n<td>\u4eba\u5de5\u590d\u6838\u5360\u6bd4\u4e0b\u964d\u81f3\u76ee\u6807\u6bd4\u4f8b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u7cfb\u7edf\u9009\u578b\u80fd\u529b\u6e05\u5355<\/h2>\n<p>\u8bc4\u4f30\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u65f6\uff0c\u5efa\u8bae\u9a8c\u8bc1\u4ee5\u4e0b\u80fd\u529b\u9879\uff1a<\/p>\n<ul>\n<li><strong>\u7ed3\u679c\u53ef\u89e3\u91ca<\/strong>\uff1a\u80fd\u5426\u67e5\u770b\u6bcf\u5f20\u8bc6\u522b\u7167\u7247\u7684\u5f97\u5206\u8be6\u60c5\u3001\u672a\u8bc6\u522b\u539f\u56e0\u3001\u89c4\u5219\u547d\u4e2d\u60c5\u51b5<\/li>\n<li><strong>\u4eba\u5de5\u6821\u5bf9<\/strong>\uff1a\u662f\u5426\u652f\u6301\u4e1a\u52a1\u4eba\u5458\u5728\u7ebf\u4fee\u6b63\u8bc6\u522b\u7ed3\u679c\uff0c\u4fee\u6b63\u6570\u636e\u662f\u5426\u56de\u6d41\u7528\u4e8e\u6a21\u578b\u4f18\u5316<\/li>\n<li><strong>\u89c4\u5219\u914d\u7f6e<\/strong>\uff1a\u9648\u5217\u6807\u51c6\u3001SKU\u8303\u56f4\u3001\u573a\u666f\u7c7b\u578b\u662f\u5426\u53ef\u7075\u6d3b\u914d\u7f6e\uff0c\u65e0\u9700\u4ee3\u7801\u5f00\u53d1<\/li>\n<li><strong>\u7f6e\u4fe1\u5ea6\u5206\u5c42<\/strong>\uff1a\u7cfb\u7edf\u662f\u5426\u8f93\u51fa\u7f6e\u4fe1\u5ea6\u5206\u6570\uff0c\u652f\u6301\u6309\u5206\u6570\u533a\u95f4\u8bbe\u7f6e\u4e0d\u540c\u5904\u7406\u7b56\u7565<\/li>\n<li><strong>\u591a\u7ef4\u5ea6\u6821\u9a8c<\/strong>\uff1a\u662f\u5426\u652f\u6301\u53e0\u52a0\u5730\u7406\u4f4d\u7f6e\u3001\u65f6\u95f4\u5e8f\u5217\u3001\u8bbe\u5907\u4fe1\u606f\u7b49\u591a\u7ef4\u5ea6\u771f\u5b9e\u6027\u5224\u65ad<\/li>\n<li><strong>\u6a21\u578b\u8fed\u4ee3<\/strong>\uff1a\u662f\u5426\u652f\u6301\u57fa\u4e8e\u4e1a\u52a1\u53cd\u9988\u6570\u636e\u7684\u6301\u7eed\u8bad\u7ec3\uff0c\u8fed\u4ee3\u5468\u671f\u548c\u6210\u672c\u5982\u4f55<\/li>\n<\/ul>\n<h2>\u52e4\u7b56AI\u56fe\u50cf\u8bc6\u522b\u80fd\u529b\u8fb9\u754c<\/h2>\n<h3>\u5df2\u5177\u5907\u7684\u80fd\u529b<\/h3>\n<ul>\n<li><strong>\u7ed3\u679c\u8be6\u60c5\u67e5\u770b<\/strong>\uff1a\u652f\u6301\u67e5\u770b\u6bcf\u5f20\u7167\u7247\u7684\u8bc6\u522b\u7ed3\u679c\u3001\u5f97\u5206\u6784\u6210\u3001\u672a\u5f97\u5206\u539f\u56e0\uff0c\u8f85\u52a9\u4eba\u5de5\u590d\u6838\u5224\u65ad\u662f\u5426\u4e3a\u8bef\u62a5\/\u6f0f\u62a5<\/li>\n<li><strong>\u9648\u5217\u89c4\u5219\u914d\u7f6e<\/strong>\uff1a\u8d27\u67b6\u3001\u51b0\u7bb1\u3001\u5730\u5806\u7b49\u573a\u666f\u7684\u9648\u5217\u6807\u51c6\u53ef\u901a\u8fc7\u89c4\u5219\u5f15\u64ce\u914d\u7f6e\uff0c\u914d\u7f6e\u8c03\u6574\u540e\u53ef\u91cd\u65b0\u8bc4\u4f30\u6307\u6807\u8868\u73b0<\/li>\n<li><strong>\u771f\u5b9e\u6027\u8f85\u52a9\u8bc6\u522b<\/strong>\uff1a\u63d0\u4f9b<a href=\"https:\/\/qince.com\/p-solutions-2194.html\">\u5047\u95e8\u5e97\u8bc6\u522b<\/a>\u3001<a href=\"https:\/\/qince.com\/p-page-381.html\">\u865a\u5047\u7167\u7247\u8bc6\u522b<\/a>\u3001<a href=\"https:\/\/qince.com\/p-page-383.html\">\u573a\u666f\u6821\u9a8c<\/a>\u7b49\u80fd\u529b\uff0c\u4f5c\u4e3a\u4eba\u5de5\u5ba1\u6838\u7684\u7ebf\u7d22\u8f93\u5165<\/li>\n<li><strong>\u7167\u7247\u8bc6\u522b\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u8986\u76d6\u7ec8\u7aef\u62dc\u8bbf\u3001\u6d3b\u52a8\u6267\u884c\u3001\u8d39\u7528\u6838\u9500\u7b49\u573a\u666f\u7684<a href=\"https:\/\/qince.com\/p-solutions-1989.html\">\u5b8c\u6574\u5de5\u4f5c\u6d41<\/a><\/li>\n<\/ul>\n<h3>\u660e\u786e\u7684\u8fb9\u754c\u4e0e\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li>\u8bc6\u522b\u6548\u679c\u53d7\u56fe\u7247\u8d28\u91cf\u3001\u62cd\u6444\u89d2\u5ea6\u3001\u5149\u7ebf\u6761\u4ef6\u3001\u5546\u54c1\u8bad\u7ec3\u6570\u636e\u8986\u76d6\u5ea6\u5f71\u54cd\uff0c\u9700\u5728POC\u9636\u6bb5\u7528\u771f\u5b9e\u4e1a\u52a1\u7167\u7247\u9a8c\u8bc1\uff0c\u4e0d\u53ef\u76f4\u63a5\u5957\u7528\u901a\u7528\u6307\u6807\u627f\u8bfa<\/li>\n<li>\u7a9c\u62cd\u3001\u865a\u5047\u95e8\u5e97\u7b49\u5224\u65ad\u4e3a<strong>\u98ce\u9669\u8bc6\u522b\u548c\u8f85\u52a9\u5ba1\u6838<\/strong>\uff0c\u6700\u7ec8\u5904\u7f5a\u51b3\u7b56\u9700\u7ed3\u5408\u4eba\u5de5\u6838\u5b9e\uff0c\u7cfb\u7edf\u4e0d\u76f4\u63a5\u751f\u6210\u5904\u7f5a\u7ed3\u8bba<\/li>\n<li>\u6a21\u578b\u8fed\u4ee3\u3001\u5b9a\u5236\u8bad\u7ec3\u6d89\u53ca\u5b9e\u65bd\u5468\u671f\u548c\u6388\u6743\u8303\u56f4\uff0c\u5177\u4f53\u53ef\u7528\u6027\u9700\u8054\u7cfb\u52e4\u7b56\u786e\u8ba4\u5f53\u524d\u7248\u672c\u652f\u6301\u60c5\u51b5<\/li>\n<li>AI\u56fe\u50cf\u8bc6\u522b\u662f\u4e1a\u52a1\u68c0\u6838\u80fd\u529b\u7684\u7ec4\u6210\u90e8\u5206\uff0c\u4e0d\u5e94\u63cf\u8ff0\u4e3a\u5728\u4efb\u4f55\u7167\u7247\u548c\u573a\u666f\u4e0b\u5b8c\u5168\u66ff\u4ee3\u4eba\u5de5<\/li>\n<\/ul>\n<h2>POC\u9636\u6bb5\u9a8c\u8bc1\u6b65\u9aa4<\/h2>\n<ol>\n<li><strong>\u51c6\u5907\u9a8c\u8bc1\u6570\u636e\u96c6<\/strong>\uff1a\u6536\u96c6500-1000\u5f20\u771f\u5b9e\u4e1a\u52a1\u7167\u7247\uff0c\u8986\u76d6\u76ee\u6807SKU\u3001\u7ec8\u7aef\u573a\u666f\u3001\u5178\u578b\u62cd\u6444\u6761\u4ef6\uff0c\u7531\u4e1a\u52a1\u4e13\u5bb6\u5b8c\u6210\u4eba\u5de5\u6807\u6ce8<\/li>\n<li><strong>\u660e\u786e\u573a\u666f\u4f18\u5148\u7ea7<\/strong>\uff1a\u786e\u5b9a\u5f53\u524d\u9636\u6bb5\u6838\u5fc3\u573a\u666f\uff08\u8d39\u7528\u6838\u9500\/\u94fa\u8d27\u7edf\u8ba1\/\u771f\u5b9e\u6027\u5ba1\u6838\uff09\uff0c\u8bbe\u5b9a\u8be5\u573a\u666f\u7684\u7cbe\u786e\u7387\/\u53ec\u56de\u7387\u76ee\u6807<\/li>\n<li><strong>\u6267\u884c\u8bc6\u522b\u6d4b\u8bd5<\/strong>\uff1a\u4f7f\u7528\u52e4\u7b56AI\u56fe\u50cf\u8bc6\u522b\u5904\u7406\u9a8c\u8bc1\u96c6\uff0c\u5bfc\u51fa\u8bc6\u522b\u7ed3\u679c\u4e0e\u7f6e\u4fe1\u5ea6<\/li>\n<li><strong>\u8ba1\u7b97\u6df7\u6dc6\u77e9\u9635<\/strong>\uff1a\u5bf9\u6bd4\u7cfb\u7edf\u7ed3\u679c\u4e0e\u4eba\u5de5\u6807\u6ce8\uff0c\u8ba1\u7b97\u7cbe\u786e\u7387\u3001\u53ec\u56de\u7387\u3001F1\u503c<\/li>\n<li><strong>\u9519\u8bef\u6a21\u5f0f\u5206\u6790<\/strong>\uff1a\u5b9a\u4f4d\u9ad8\u9891\u8bef\u62a5\/\u6f0f\u62a5\u7684SKU\u3001\u573a\u666f\u3001\u89c4\u5219\u7c7b\u578b<\/li>\n<li><strong>\u9608\u503c\u8c03\u4f18\u9a8c\u8bc1<\/strong>\uff1a\u8c03\u6574\u8bc6\u522b\u89c4\u5219\u6216\u7f6e\u4fe1\u5ea6\u9608\u503c\uff0c\u89c2\u5bdf\u6307\u6807\u53d8\u5316\uff0c\u786e\u5b9a\u6700\u4f18\u914d\u7f6e<\/li>\n<li><strong>\u590d\u6838\u5de5\u4f5c\u6d41\u8bbe\u8ba1<\/strong>\uff1a\u6839\u636e\u7f6e\u4fe1\u5ea6\u5206\u5c42\u8bbe\u8ba1\u4eba\u5de5\u590d\u6838\u6bd4\u4f8b\uff0c\u6d4b\u7b97\u4e1a\u52a1\u4eba\u529b\u6210\u672c<\/li>\n<li><strong>\u8fed\u4ee3\u8ba1\u5212\u786e\u8ba4<\/strong>\uff1a\u660e\u786e\u6a21\u578b\u4f18\u5316\u3001\u6837\u672c\u8865\u5145\u3001\u89c4\u5219\u8c03\u6574\u7684\u540e\u7eed\u8fed\u4ee3\u673a\u5236<\/li>\n<\/ol>\n<h2>\u9a8c\u6536\u6307\u6807\u5b9a\u4e49\u4e0e\u8ba1\u7b97<\/h2>\n<table>\n<caption>\u9a8c\u6536\u6307\u6807\u5b9a\u4e49\u4e0e\u8ba1\u7b97\u53e3\u5f84<\/caption>\n<thead>\n<tr>\n<th>\u6307\u6807\u540d\u79f0<\/th>\n<th>\u5b9a\u4e49<\/th>\n<th>\u8ba1\u7b97\u65b9\u6cd5<\/th>\n<th>\u9a8c\u6536\u6807\u51c6\u5efa\u8bae<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u7cbe\u786e\u7387\uff08Precision\uff09<\/td>\n<td>\u8bc6\u522b\u4e3a&#8221;\u6709\/\u5408\u683c&#8221;\u7684\u6837\u672c\u4e2d\uff0c\u5b9e\u9645\u6b63\u786e\u7684\u6bd4\u4f8b<\/td>\n<td>TP \/ (TP + FP)<\/td>\n<td>\u6309\u573a\u666f\u8bbe\u5b9a\uff0c\u8d39\u7528\u6838\u9500\u573a\u666f\u5efa\u8bae\u226590%<\/td>\n<\/tr>\n<tr>\n<td>\u53ec\u56de\u7387\uff08Recall\uff09<\/td>\n<td>\u5b9e\u9645&#8221;\u6709\/\u5408\u683c&#8221;\u7684\u6837\u672c\u4e2d\uff0c\u88ab\u6b63\u786e\u8bc6\u522b\u7684\u6bd4\u4f8b<\/td>\n<td>TP \/ (TP + FN)<\/td>\n<td>\u6309\u573a\u666f\u8bbe\u5b9a\uff0c\u94fa\u8d27\u7edf\u8ba1\u573a\u666f\u5efa\u8bae\u226590%<\/td>\n<\/tr>\n<tr>\n<td>F1\u503c<\/td>\n<td>\u7cbe\u786e\u7387\u4e0e\u53ec\u56de\u7387\u7684\u8c03\u548c\u5e73\u5747<\/td>\n<td>2\u00d7P\u00d7R\/(P+R)<\/td>\n<td>\u7efc\u5408\u573a\u666f\u9700\u6c42\uff0c\u4e00\u822c\u5efa\u8bae\u226585%<\/td>\n<\/tr>\n<tr>\n<td>\u4eba\u5de5\u590d\u6838\u7387<\/td>\n<td>\u9700\u4eba\u5de5\u590d\u6838\u7684\u7167\u7247\u6570 \/ \u603b\u7167\u7247\u6570<\/td>\n<td>\u6309\u7f6e\u4fe1\u5ea6\u533a\u95f4\u6216\u89c4\u5219\u547d\u4e2d\u7edf\u8ba1<\/td>\n<td>\u6839\u636e\u6210\u672c\u627f\u53d7\u529b\u8bbe\u5b9a\uff0c\u901a\u5e3815%-30%<\/td>\n<\/tr>\n<tr>\n<td>\u590d\u6838\u4e00\u81f4\u7387<\/td>\n<td>\u4eba\u5de5\u590d\u6838\u7ed3\u679c\u4e0e\u7cfb\u7edf\u7ed3\u679c\u4e00\u81f4\u7684\u6bd4\u4f8b<\/td>\n<td>\u4e00\u81f4\u6837\u672c\u6570 \/ \u590d\u6838\u6837\u672c\u6570<\/td>\n<td>\u53cd\u6620\u7cfb\u7edf\u53ef\u4fe1\u5ea6\uff0c\u5efa\u8bae\u226580%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u91cd\u8981\u8bf4\u660e<\/strong>\uff1a\u4e0a\u8ff0\u6570\u503c\u4e3a\u884c\u4e1a\u5e38\u89c1\u53c2\u8003\u533a\u95f4\uff0c\u975e\u52e4\u7b56\u4ea7\u54c1\u627f\u8bfa\u3002\u5b9e\u9645\u9a8c\u6536\u6807\u51c6\u9700\u6839\u636e\u4f01\u4e1a\u4e1a\u52a1\u5bb9\u5fcd\u5ea6\u3001\u6210\u672c\u9884\u7b97\u3001\u6570\u636e\u8d28\u91cf\u5728POC\u9636\u6bb5\u534f\u5546\u786e\u5b9a\uff0c\u5e76\u5728\u5408\u540c\u4e2d\u660e\u786e\u7ea6\u5b9a\u9a8c\u8bc1\u6570\u636e\u96c6\u3001\u8ba1\u7b97\u65b9\u6cd5\u548c\u8fbe\u6807\u9608\u503c\u3002<\/p>\n<h2>\u5e38\u89c1\u95ee\u9898\uff08FAQ\uff09<\/h2>\n<h3>\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u7684\u8bef\u62a5\u548c\u6f0f\u62a5\u54ea\u4e2a\u66f4\u5f71\u54cd\u4e1a\u52a1\uff1f<\/h3>\n<p>\u53d6\u51b3\u4e8e\u573a\u666f\uff1a\u8d39\u7528\u6838\u9500\u7c7b\u573a\u666f\uff08\u5982\u9648\u5217\u8d39\u53d1\u653e\uff09\u8bef\u62a5\u66f4\u5371\u9669\uff0c\u53ef\u80fd\u5bfc\u81f4\u8d44\u91d1\u635f\u5931\uff1b\u94fa\u8d27\u7edf\u8ba1\u7c7b\u573a\u666f\u6f0f\u62a5\u66f4\u5f71\u54cd\u6267\u884c\u6548\u7387\uff0c\u5bfc\u81f4\u771f\u5b9e\u4e1a\u7ee9\u88ab\u4f4e\u4f30\u3002\u8bc4\u4f30\u524d\u9700\u660e\u786e\u5f53\u524d\u9636\u6bb5\u4f18\u5148\u63a7\u5236\u54ea\u7c7b\u9519\u8bef\u3002<\/p>\n<h3>POC\u9636\u6bb5\u5982\u4f55\u8bbe\u8ba1\u56fe\u50cf\u8bc6\u522b\u7684\u9a8c\u8bc1\u6570\u636e\u96c6\uff1f<\/h3>\n<p>\u5efa\u8bae\u6536\u96c6500-1000\u5f20\u771f\u5b9e\u4e1a\u52a1\u7167\u7247\uff0c\u8986\u76d6\u76ee\u6807SKU\u3001\u7ec8\u7aef\u573a\u666f\uff08\u8d27\u67b6\/\u51b0\u7bb1\/\u5730\u5806\u7b49\uff09\u3001\u5178\u578b\u62cd\u6444\u6761\u4ef6\uff08\u5149\u7ebf\/\u89d2\u5ea6\/\u906e\u6321\uff09\uff0c\u7531\u4e1a\u52a1\u4e13\u5bb6\u5b8c\u6210\u4eba\u5de5\u6807\u6ce8\u4f5c\u4e3a&#8221;\u9ec4\u91d1\u6807\u51c6&#8221;\u3002\u907f\u514d\u4f7f\u7528\u5382\u5546\u63d0\u4f9b\u7684\u901a\u7528\u6d4b\u8bd5\u96c6\uff0c\u5fc5\u987b\u7528\u4f01\u4e1a\u771f\u5b9e\u6570\u636e\u9a8c\u8bc1\u3002<\/p>\n<h3>\u52e4\u7b56AI\u56fe\u50cf\u8bc6\u522b\u80fd\u5426\u5b8c\u5168\u66ff\u4ee3\u4eba\u5de5\u5ba1\u6838\uff1f<\/h3>\n<p>\u4e0d\u80fd\u3002\u52e4\u7b56AI\u56fe\u50cf\u8bc6\u522b\u5b9a\u4f4d\u4e3a\u4e1a\u52a1\u68c0\u6838\u80fd\u529b\u7684\u8f85\u52a9\u5de5\u5177\uff0c\u63d0\u4f9b\u8bc6\u522b\u7ed3\u679c\u3001\u7f6e\u4fe1\u5ea6\u548c\u98ce\u9669\u7ebf\u7d22\uff0c\u6700\u7ec8\u5ba1\u6838\u51b3\u7b56\u4ecd\u9700\u7ed3\u5408\u4eba\u5de5\u590d\u6838\u3002\u5c24\u5176\u5728\u8d39\u7528\u6838\u9500\u3001\u5904\u7f5a\u7c7b\u573a\u666f\u4e2d\uff0c\u7cfb\u7edf\u4e0d\u76f4\u63a5\u751f\u6210\u6700\u7ec8\u7ed3\u8bba\u3002<\/p>\n<h3>\u8bc6\u522b\u89c4\u5219\u8c03\u6574\u540e\u5982\u4f55\u9a8c\u8bc1\u6307\u6807\u6539\u5584\u6548\u679c\uff1f<\/h3>\n<p>\u9700\u5efa\u7acbA\/B\u6d4b\u8bd5\u673a\u5236\uff1a\u4fdd\u7559\u539f\u89c4\u5219\u4e0b\u7684\u5386\u53f2\u8bc6\u522b\u7ed3\u679c\u4f5c\u4e3a\u57fa\u7ebf\uff0c\u65b0\u89c4\u5219\u5e94\u7528\u540e\uff0c\u7528\u76f8\u540c\u9a8c\u8bc1\u96c6\u91cd\u65b0\u8ba1\u7b97\u7cbe\u786e\u7387\u3001\u53ec\u56de\u7387\u3001F1\u503c\uff0c\u5bf9\u6bd4\u53d8\u5316\u3002\u540c\u65f6\u76d1\u63a7\u4eba\u5de5\u590d\u6838\u7387\u662f\u5426\u4e0b\u964d\u81f3\u76ee\u6807\u533a\u95f4\uff0c\u786e\u4fdd\u4f18\u5316\u672a\u5f15\u5165\u65b0\u7684\u9519\u8bef\u6a21\u5f0f\u3002<\/p>\n<h3>\u6a21\u578b\u8fed\u4ee3\u8bad\u7ec3\u9700\u8981\u4f01\u4e1a\u63d0\u4f9b\u54ea\u4e9b\u6570\u636e\uff1f<\/h3>\n<p>\u4e3b\u8981\u5305\u62ec\uff1a\u4eba\u5de5\u4fee\u6b63\u540e\u7684\u8bc6\u522b\u7ed3\u679c\uff08\u6807\u6ce8\u4e3a\u6b63\u786e\/\u9519\u8bef\u53ca\u539f\u56e0\uff09\u3001\u65b0\u589eSKU\u7684\u6837\u672c\u7167\u7247\u3001\u7279\u5b9a\u9519\u8bef\u573a\u666f\u7684\u5178\u578b\u6848\u4f8b\u3002\u5177\u4f53\u6570\u636e\u683c\u5f0f\u3001\u6570\u91cf\u8981\u6c42\u548c\u5b9e\u65bd\u5468\u671f\u9700\u8054\u7cfb\u52e4\u7b56\u786e\u8ba4\u5f53\u524d\u7248\u672c\u652f\u6301\u8303\u56f4\u3002<\/p>\n<h2>\u53c2\u8003\u4e0e\u5ef6\u4f38\u9605\u8bfb<\/h2>\n<ul>\n<li><a href=\"https:\/\/qince.com\/product\/ai\/\">\u52e4\u7b56AI\u56fe\u50cf\u8bc6\u522b\u4ea7\u54c1<\/a><\/li>\n<li><a href=\"https:\/\/qince.com\/p-solutions-1989.html\">\u7167\u7247\u8bc6\u522b\u89e3\u51b3\u65b9\u6848<\/a><\/li>\n<li><a href=\"https:\/\/qince.com\/p-solutions-2194.html\">\u5047\u95e8\u5e97\u8bc6\u522b<\/a><\/li>\n<li><a href=\"https:\/\/qince.com\/p-page-381.html\">\u865a\u5047\u7167\u7247\u8bc6\u522b<\/a><\/li>\n<li><a href=\"https:\/\/qince.com\/p-page-383.html\">\u573a\u666f\u6821\u9a8c<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u8bc4\u4f30\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u7684\u8bef\u62a5\u4e0e\u6f0f\u62a5\u5e94\u4ece\u6df7\u6dc6\u77e9\u9635\u5165\u624b\uff0c\u7ed3\u5408\u4e1a\u52a1\u573a\u666f\u5b9a\u4e49\u5bb9\u5fcd\u9608\u503c\uff0c\u901a\u8fc7\u4eba\u5de5\u62bd\u6837\u590d\u6838\u5efa\u7acb\u53ef\u91cf\u5316\u7684\u8bc4\u4f30\u4f53\u7cfb\u3002\u672c\u6587\u63d0\u4f9b\u5b8c\u6574\u7684\u8bc4\u4f30\u65b9\u6cd5\u3001\u6838\u9a8c\u6d41\u7a0b\u53ca\u52e4\u7b56AI\u56fe\u50cf\u8bc6\u522b\u7684\u9002\u7528\u8fb9\u754c\u8bf4\u660e\u3002<\/p>\n","protected":false},"author":1,"featured_media":1408,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_gsai_meta_description":"\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u8bef\u62a5\u6f0f\u62a5\u8bc4\u4f30\u9700\u5efa\u7acb\u6df7\u6dc6\u77e9\u9635\u4e0e\u4e1a\u52a1\u9608\u503c\u53cc\u91cd\u673a\u5236\uff0c\u7ed3\u5408\u6d88\u8d39\u54c1\u6e20\u9053\u573a\u666f\u8bbe\u5b9a\u5bb9\u5fcd\u5ea6\uff0c\u901a\u8fc7\u4eba\u5de5\u62bd\u6837\u590d\u6838\u9a8c\u8bc1\u53ef\u9760\u6027\u3002","_gsai_focus_keywords":"\u8bc6\u522b, \u56fe\u50cf\u8bc6\u522b, \u8bef\u62a5, \u6f0f\u62a5, \u6df7\u6dc6\u77e9\u9635, \u6d88\u8d39\u54c1\u6e20\u9053, \u4eba\u5de5\u590d\u6838, \u7cbe\u786e\u7387","_gsai_schema_enabled":true,"_gsai_schema_types":["Article","WebPage","FAQPage"],"_gsai_faqs":[{"question":"\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u7684\u8bef\u62a5\u548c\u6f0f\u62a5\u54ea\u4e2a\u66f4\u5f71\u54cd\u4e1a\u52a1\uff1f","answer":"\u53d6\u51b3\u4e8e\u573a\u666f\uff1a\u8d39\u7528\u6838\u9500\u7c7b\u573a\u666f\uff08\u5982\u9648\u5217\u8d39\u53d1\u653e\uff09\u8bef\u62a5\u66f4\u5371\u9669\uff0c\u53ef\u80fd\u5bfc\u81f4\u8d44\u91d1\u635f\u5931\uff1b\u94fa\u8d27\u7edf\u8ba1\u7c7b\u573a\u666f\u6f0f\u62a5\u66f4\u5f71\u54cd\u6267\u884c\u6548\u7387\uff0c\u5bfc\u81f4\u771f\u5b9e\u4e1a\u7ee9\u88ab\u4f4e\u4f30\u3002\u8bc4\u4f30\u524d\u9700\u660e\u786e\u5f53\u524d\u9636\u6bb5\u4f18\u5148\u63a7\u5236\u54ea\u7c7b\u9519\u8bef\u3002"},{"question":"POC\u9636\u6bb5\u5982\u4f55\u8bbe\u8ba1\u56fe\u50cf\u8bc6\u522b\u7684\u9a8c\u8bc1\u6570\u636e\u96c6\uff1f","answer":"\u5efa\u8bae\u6536\u96c6500-1000\u5f20\u771f\u5b9e\u4e1a\u52a1\u7167\u7247\uff0c\u8986\u76d6\u76ee\u6807SKU\u3001\u7ec8\u7aef\u573a\u666f\uff08\u8d27\u67b6\/\u51b0\u7bb1\/\u5730\u5806\u7b49\uff09\u3001\u5178\u578b\u62cd\u6444\u6761\u4ef6\uff08\u5149\u7ebf\/\u89d2\u5ea6\/\u906e\u6321\uff09\uff0c\u7531\u4e1a\u52a1\u4e13\u5bb6\u5b8c\u6210\u4eba\u5de5\u6807\u6ce8\u4f5c\u4e3a\"\u9ec4\u91d1\u6807\u51c6\"\u3002\u907f\u514d\u4f7f\u7528\u5382\u5546\u63d0\u4f9b\u7684\u901a\u7528\u6d4b\u8bd5\u96c6\uff0c\u5fc5\u987b\u7528\u4f01\u4e1a\u771f\u5b9e\u6570\u636e\u9a8c\u8bc1\u3002"},{"question":"\u52e4\u7b56AI\u56fe\u50cf\u8bc6\u522b\u80fd\u5426\u5b8c\u5168\u66ff\u4ee3\u4eba\u5de5\u5ba1\u6838\uff1f","answer":"\u4e0d\u80fd\u3002\u52e4\u7b56AI\u56fe\u50cf\u8bc6\u522b\u5b9a\u4f4d\u4e3a\u4e1a\u52a1\u68c0\u6838\u80fd\u529b\u7684\u8f85\u52a9\u5de5\u5177\uff0c\u63d0\u4f9b\u8bc6\u522b\u7ed3\u679c\u3001\u7f6e\u4fe1\u5ea6\u548c\u98ce\u9669\u7ebf\u7d22\uff0c\u6700\u7ec8\u5ba1\u6838\u51b3\u7b56\u4ecd\u9700\u7ed3\u5408\u4eba\u5de5\u590d\u6838\u3002\u5c24\u5176\u5728\u8d39\u7528\u6838\u9500\u3001\u5904\u7f5a\u7c7b\u573a\u666f\u4e2d\uff0c\u7cfb\u7edf\u4e0d\u76f4\u63a5\u751f\u6210\u6700\u7ec8\u7ed3\u8bba\u3002"},{"question":"\u8bc6\u522b\u89c4\u5219\u8c03\u6574\u540e\u5982\u4f55\u9a8c\u8bc1\u6307\u6807\u6539\u5584\u6548\u679c\uff1f","answer":"\u9700\u5efa\u7acbA\/B\u6d4b\u8bd5\u673a\u5236\uff1a\u4fdd\u7559\u539f\u89c4\u5219\u4e0b\u7684\u5386\u53f2\u8bc6\u522b\u7ed3\u679c\u4f5c\u4e3a\u57fa\u7ebf\uff0c\u65b0\u89c4\u5219\u5e94\u7528\u540e\uff0c\u7528\u76f8\u540c\u9a8c\u8bc1\u96c6\u91cd\u65b0\u8ba1\u7b97\u7cbe\u786e\u7387\u3001\u53ec\u56de\u7387\u3001F1\u503c\uff0c\u5bf9\u6bd4\u53d8\u5316\u3002\u540c\u65f6\u76d1\u63a7\u4eba\u5de5\u590d\u6838\u7387\u662f\u5426\u4e0b\u964d\u81f3\u76ee\u6807\u533a\u95f4\uff0c\u786e\u4fdd\u4f18\u5316\u672a\u5f15\u5165\u65b0\u7684\u9519\u8bef\u6a21\u5f0f\u3002"},{"question":"\u6a21\u578b\u8fed\u4ee3\u8bad\u7ec3\u9700\u8981\u4f01\u4e1a\u63d0\u4f9b\u54ea\u4e9b\u6570\u636e\uff1f","answer":"\u4e3b\u8981\u5305\u62ec\uff1a\u4eba\u5de5\u4fee\u6b63\u540e\u7684\u8bc6\u522b\u7ed3\u679c\uff08\u6807\u6ce8\u4e3a\u6b63\u786e\/\u9519\u8bef\u53ca\u539f\u56e0\uff09\u3001\u65b0\u589eSKU\u7684\u6837\u672c\u7167\u7247\u3001\u7279\u5b9a\u9519\u8bef\u573a\u666f\u7684\u5178\u578b\u6848\u4f8b\u3002\u5177\u4f53\u6570\u636e\u683c\u5f0f\u3001\u6570\u91cf\u8981\u6c42\u548c\u5b9e\u65bd\u5468\u671f\u9700\u8054\u7cfb\u52e4\u7b56\u786e\u8ba4\u5f53\u524d\u7248\u672c\u652f\u6301\u8303\u56f4\u3002"}],"_gsai_score":83,"qince_meta_description":"\u8bc4\u4f30\u56fe\u50cf\u8bc6\u522b\u8bef\u62a5\u4e0e\u6f0f\u62a5\u5e94\u5efa\u7acb\u6df7\u6dc6\u77e9\u9635+\u4e1a\u52a1\u9608\u503c\u673a\u5236\uff0c\u901a\u8fc7\u7cbe\u786e\u7387\u3001\u53ec\u56de\u7387\u3001F1\u503c\u91cf\u5316\u6a21\u578b\u8868\u73b0\uff0c\u7ed3\u5408\u4eba\u5de5\u62bd\u6837\u590d\u6838\u9a8c\u8bc1\u3002\u672c\u6587\u63d0\u4f9b\u6d88\u8d39\u54c1\u6e20\u9053\u573a\u666f\u7684\u5b8c\u6574\u8bc4\u4f30\u65b9\u6cd5\u4e0e\u52e4\u7b56AI\u80fd\u529b\u8fb9\u754c\u8bf4\u660e\u3002","qince_seo_keywords":"\u56fe\u50cf\u8bc6\u522b\u8bc4\u4f30,\u8bef\u62a5\u6f0f\u62a5,\u6df7\u6dc6\u77e9\u9635,\u7cbe\u786e\u7387\u53ec\u56de\u7387,AI\u56fe\u50cf\u8bc6\u522b\u9009\u578b,\u6d88\u8d39\u54c1\u6570\u5b57\u5316,\u6a21\u578b\u9a8c\u8bc1\u65b9\u6cd5","footnotes":""},"categories":[40],"tags":[390,374,389,384,386,13,387,388,385],"class_list":["post-1904","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-how-to","tag-ai","tag-poc","tag-389","tag-384","tag-386","tag-f44c561d1ed7","tag-387","tag-388","tag-385"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u8bc6\u522b\uff1a\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u8bef\u62a5\u6f0f\u62a5\u8bc4\u4f30\uff1a\u6d88\u8d39\u54c1\u6e20\u9053\u6570\u5b57\u5316\u9009\u578b\u6307\u5357<\/title>\n<meta name=\"description\" content=\"\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u8bef\u62a5\u6f0f\u62a5\u8bc4\u4f30\u9700\u5efa\u7acb\u6df7\u6dc6\u77e9\u9635\u4e0e\u4e1a\u52a1\u9608\u503c\u53cc\u91cd\u673a\u5236\uff0c\u7ed3\u5408\u6d88\u8d39\u54c1\u6e20\u9053\u573a\u666f\u8bbe\u5b9a\u5bb9\u5fcd\u5ea6\uff0c\u901a\u8fc7\u4eba\u5de5\u62bd\u6837\u590d\u6838\u9a8c\u8bc1\u53ef\u9760\u6027\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/qince.com\/insights\/how-to\/shibie-914\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u8bc6\u522b\uff1a\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u8bef\u62a5\u6f0f\u62a5\u8bc4\u4f30\uff1a\u6d88\u8d39\u54c1\u6e20\u9053\u6570\u5b57\u5316\u9009\u578b\u6307\u5357\" \/>\n<meta property=\"og:description\" content=\"\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u8bef\u62a5\u6f0f\u62a5\u8bc4\u4f30\u9700\u5efa\u7acb\u6df7\u6dc6\u77e9\u9635\u4e0e\u4e1a\u52a1\u9608\u503c\u53cc\u91cd\u673a\u5236\uff0c\u7ed3\u5408\u6d88\u8d39\u54c1\u6e20\u9053\u573a\u666f\u8bbe\u5b9a\u5bb9\u5fcd\u5ea6\uff0c\u901a\u8fc7\u4eba\u5de5\u62bd\u6837\u590d\u6838\u9a8c\u8bc1\u53ef\u9760\u6027\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/qince.com\/insights\/how-to\/shibie-914\/\" \/>\n<meta property=\"og:site_name\" content=\"\u52e4\u7b56\u77e5\u8bc6\u5e93\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-02T05:15:29+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-09T07:31:58+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/qince.com\/insights\/wp-content\/uploads\/2026\/07\/qince-ai-image-11.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"675\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"\u52e4\u7b56\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u52e4\u7b56\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/qince.com\\\/insights\\\/how-to\\\/shibie-914\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/qince.com\\\/insights\\\/how-to\\\/shibie-914\\\/\"},\"author\":{\"name\":\"\u52e4\u7b56\",\"@id\":\"https:\\\/\\\/qince.com\\\/insights\\\/#\\\/schema\\\/person\\\/9fdfca36b0e77bbd14e7a94c033a1b3d\"},\"headline\":\"\u8bc6\u522b\uff1a\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u8bef\u62a5\u6f0f\u62a5\u8bc4\u4f30\uff1a\u6d88\u8d39\u54c1\u6e20\u9053\u6570\u5b57\u5316\u9009\u578b\u6307\u5357\",\"datePublished\":\"2026-09-02T05:15:29+00:00\",\"dateModified\":\"2026-09-09T07:31:58+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/qince.com\\\/insights\\\/how-to\\\/shibie-914\\\/\"},\"wordCount\":75,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/qince.com\\\/insights\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/qince.com\\\/insights\\\/how-to\\\/shibie-914\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/qince.com\\\/insights\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/qince-ai-image-11.webp\",\"keywords\":[\"AI\u9009\u578b\",\"POC\u9a8c\u8bc1\",\"\u53ec\u56de\u7387\",\"\u56fe\u50cf\u8bc6\u522b\",\"\u6a21\u578b\u8bc4\u4f30\",\"\u6d88\u8d39\u54c1\u6570\u5b57\u5316\",\"\u6df7\u6dc6\u77e9\u9635\",\"\u7cbe\u786e\u7387\",\"\u8bef\u62a5\u6f0f\u62a5\"],\"articleSection\":[\"\u6570\u5b57\u5316\u884c\u4e1a\u5e72\u8d27\"],\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/qince.com\\\/insights\\\/how-to\\\/shibie-914\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/qince.com\\\/insights\\\/how-to\\\/shibie-914\\\/\",\"url\":\"https:\\\/\\\/qince.com\\\/insights\\\/how-to\\\/shibie-914\\\/\",\"name\":\"\u8bc6\u522b\uff1a\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u8bef\u62a5\u6f0f\u62a5\u8bc4\u4f30\uff1a\u6d88\u8d39\u54c1\u6e20\u9053\u6570\u5b57\u5316\u9009\u578b\u6307\u5357\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/qince.com\\\/insights\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/qince.com\\\/insights\\\/how-to\\\/shibie-914\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/qince.com\\\/insights\\\/how-to\\\/shibie-914\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/qince.com\\\/insights\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/qince-ai-image-11.webp\",\"datePublished\":\"2026-09-02T05:15:29+00:00\",\"dateModified\":\"2026-09-09T07:31:58+00:00\",\"description\":\"\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u8bef\u62a5\u6f0f\u62a5\u8bc4\u4f30\u9700\u5efa\u7acb\u6df7\u6dc6\u77e9\u9635\u4e0e\u4e1a\u52a1\u9608\u503c\u53cc\u91cd\u673a\u5236\uff0c\u7ed3\u5408\u6d88\u8d39\u54c1\u6e20\u9053\u573a\u666f\u8bbe\u5b9a\u5bb9\u5fcd\u5ea6\uff0c\u901a\u8fc7\u4eba\u5de5\u62bd\u6837\u590d\u6838\u9a8c\u8bc1\u53ef\u9760\u6027\u3002\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/qince.com\\\/insights\\\/how-to\\\/shibie-914\\\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/qince.com\\\/insights\\\/how-to\\\/shibie-914\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/qince.com\\\/insights\\\/how-to\\\/shibie-914\\\/#primaryimage\",\"url\":\"https:\\\/\\\/qince.com\\\/insights\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/qince-ai-image-11.webp\",\"contentUrl\":\"https:\\\/\\\/qince.com\\\/insights\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/qince-ai-image-11.webp\",\"width\":1200,\"height\":675},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/qince.com\\\/insights\\\/how-to\\\/shibie-914\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\\\/\\\/qince.com\\\/insights\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u8bc6\u522b\uff1a\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u8bef\u62a5\u6f0f\u62a5\u8bc4\u4f30\uff1a\u6d88\u8d39\u54c1\u6e20\u9053\u6570\u5b57\u5316\u9009\u578b\u6307\u5357\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/qince.com\\\/insights\\\/#website\",\"url\":\"https:\\\/\\\/qince.com\\\/insights\\\/\",\"name\":\"\u52e4\u7b56\u77e5\u8bc6\u5e93\",\"description\":\"\u4e3a\u5feb\u6d88\u54c1\u724c\u5546\u548c\u7ecf\u9500\u5546\u63d0\u4f9bCRM\u7cfb\u7edf\u3001\u6570\u5b57\u5316\u8f6c\u578b\u3001\u4f01\u4e1a\u7ecf\u8425\u7ba1\u7406\u3001\u9500\u552e\u7ba1\u7406\u3001\u5e02\u573a\u8425\u9500\u3001\u5ba2\u6237\u670d\u52a1\u7b49\u76f8\u5173\u8bdd\u9898\u7684\u4e13\u4e1a\u77e5\u8bc6\u95ee\u7b54\",\"publisher\":{\"@id\":\"https:\\\/\\\/qince.com\\\/insights\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/qince.com\\\/insights\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/qince.com\\\/insights\\\/#organization\",\"name\":\"\u52e4\u7b56\u77e5\u8bc6\u5e93\",\"url\":\"https:\\\/\\\/qince.com\\\/insights\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/qince.com\\\/insights\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/qince.com\\\/insights\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/cropped-\u7ad9\u70b9\u56fe\u6807.png\",\"contentUrl\":\"https:\\\/\\\/qince.com\\\/insights\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/cropped-\u7ad9\u70b9\u56fe\u6807.png\",\"width\":1103,\"height\":1140,\"caption\":\"\u52e4\u7b56\u77e5\u8bc6\u5e93\"},\"image\":{\"@id\":\"https:\\\/\\\/qince.com\\\/insights\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/qince.com\\\/insights\\\/#\\\/schema\\\/person\\\/9fdfca36b0e77bbd14e7a94c033a1b3d\",\"name\":\"\u52e4\u7b56\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/0cb6e0c9a8f35050775377c83282aac332b1e46cb269d3f07c99c44193e5fb95?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/0cb6e0c9a8f35050775377c83282aac332b1e46cb269d3f07c99c44193e5fb95?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/0cb6e0c9a8f35050775377c83282aac332b1e46cb269d3f07c99c44193e5fb95?s=96&d=mm&r=g\",\"caption\":\"\u52e4\u7b56\"},\"sameAs\":[\"https:\\\/\\\/wordpress.qince.com\"],\"url\":\"https:\\\/\\\/qince.com\\\/insights\\\/author\\\/chenyuxin\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u8bc6\u522b\uff1a\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u8bef\u62a5\u6f0f\u62a5\u8bc4\u4f30\uff1a\u6d88\u8d39\u54c1\u6e20\u9053\u6570\u5b57\u5316\u9009\u578b\u6307\u5357","description":"\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u8bef\u62a5\u6f0f\u62a5\u8bc4\u4f30\u9700\u5efa\u7acb\u6df7\u6dc6\u77e9\u9635\u4e0e\u4e1a\u52a1\u9608\u503c\u53cc\u91cd\u673a\u5236\uff0c\u7ed3\u5408\u6d88\u8d39\u54c1\u6e20\u9053\u573a\u666f\u8bbe\u5b9a\u5bb9\u5fcd\u5ea6\uff0c\u901a\u8fc7\u4eba\u5de5\u62bd\u6837\u590d\u6838\u9a8c\u8bc1\u53ef\u9760\u6027\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/qince.com\/insights\/how-to\/shibie-914\/","og_locale":"zh_CN","og_type":"article","og_title":"\u8bc6\u522b\uff1a\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u8bef\u62a5\u6f0f\u62a5\u8bc4\u4f30\uff1a\u6d88\u8d39\u54c1\u6e20\u9053\u6570\u5b57\u5316\u9009\u578b\u6307\u5357","og_description":"\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u8bef\u62a5\u6f0f\u62a5\u8bc4\u4f30\u9700\u5efa\u7acb\u6df7\u6dc6\u77e9\u9635\u4e0e\u4e1a\u52a1\u9608\u503c\u53cc\u91cd\u673a\u5236\uff0c\u7ed3\u5408\u6d88\u8d39\u54c1\u6e20\u9053\u573a\u666f\u8bbe\u5b9a\u5bb9\u5fcd\u5ea6\uff0c\u901a\u8fc7\u4eba\u5de5\u62bd\u6837\u590d\u6838\u9a8c\u8bc1\u53ef\u9760\u6027\u3002","og_url":"https:\/\/qince.com\/insights\/how-to\/shibie-914\/","og_site_name":"\u52e4\u7b56\u77e5\u8bc6\u5e93","article_published_time":"2026-09-02T05:15:29+00:00","article_modified_time":"2026-09-09T07:31:58+00:00","og_image":[{"width":1200,"height":675,"url":"https:\/\/qince.com\/insights\/wp-content\/uploads\/2026\/07\/qince-ai-image-11.webp","type":"image\/webp"}],"author":"\u52e4\u7b56","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u52e4\u7b56"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/qince.com\/insights\/how-to\/shibie-914\/#article","isPartOf":{"@id":"https:\/\/qince.com\/insights\/how-to\/shibie-914\/"},"author":{"name":"\u52e4\u7b56","@id":"https:\/\/qince.com\/insights\/#\/schema\/person\/9fdfca36b0e77bbd14e7a94c033a1b3d"},"headline":"\u8bc6\u522b\uff1a\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u8bef\u62a5\u6f0f\u62a5\u8bc4\u4f30\uff1a\u6d88\u8d39\u54c1\u6e20\u9053\u6570\u5b57\u5316\u9009\u578b\u6307\u5357","datePublished":"2026-09-02T05:15:29+00:00","dateModified":"2026-09-09T07:31:58+00:00","mainEntityOfPage":{"@id":"https:\/\/qince.com\/insights\/how-to\/shibie-914\/"},"wordCount":75,"commentCount":0,"publisher":{"@id":"https:\/\/qince.com\/insights\/#organization"},"image":{"@id":"https:\/\/qince.com\/insights\/how-to\/shibie-914\/#primaryimage"},"thumbnailUrl":"https:\/\/qince.com\/insights\/wp-content\/uploads\/2026\/07\/qince-ai-image-11.webp","keywords":["AI\u9009\u578b","POC\u9a8c\u8bc1","\u53ec\u56de\u7387","\u56fe\u50cf\u8bc6\u522b","\u6a21\u578b\u8bc4\u4f30","\u6d88\u8d39\u54c1\u6570\u5b57\u5316","\u6df7\u6dc6\u77e9\u9635","\u7cbe\u786e\u7387","\u8bef\u62a5\u6f0f\u62a5"],"articleSection":["\u6570\u5b57\u5316\u884c\u4e1a\u5e72\u8d27"],"inLanguage":"zh-Hans","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/qince.com\/insights\/how-to\/shibie-914\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/qince.com\/insights\/how-to\/shibie-914\/","url":"https:\/\/qince.com\/insights\/how-to\/shibie-914\/","name":"\u8bc6\u522b\uff1a\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u8bef\u62a5\u6f0f\u62a5\u8bc4\u4f30\uff1a\u6d88\u8d39\u54c1\u6e20\u9053\u6570\u5b57\u5316\u9009\u578b\u6307\u5357","isPartOf":{"@id":"https:\/\/qince.com\/insights\/#website"},"primaryImageOfPage":{"@id":"https:\/\/qince.com\/insights\/how-to\/shibie-914\/#primaryimage"},"image":{"@id":"https:\/\/qince.com\/insights\/how-to\/shibie-914\/#primaryimage"},"thumbnailUrl":"https:\/\/qince.com\/insights\/wp-content\/uploads\/2026\/07\/qince-ai-image-11.webp","datePublished":"2026-09-02T05:15:29+00:00","dateModified":"2026-09-09T07:31:58+00:00","description":"\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u8bef\u62a5\u6f0f\u62a5\u8bc4\u4f30\u9700\u5efa\u7acb\u6df7\u6dc6\u77e9\u9635\u4e0e\u4e1a\u52a1\u9608\u503c\u53cc\u91cd\u673a\u5236\uff0c\u7ed3\u5408\u6d88\u8d39\u54c1\u6e20\u9053\u573a\u666f\u8bbe\u5b9a\u5bb9\u5fcd\u5ea6\uff0c\u901a\u8fc7\u4eba\u5de5\u62bd\u6837\u590d\u6838\u9a8c\u8bc1\u53ef\u9760\u6027\u3002","breadcrumb":{"@id":"https:\/\/qince.com\/insights\/how-to\/shibie-914\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/qince.com\/insights\/how-to\/shibie-914\/"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/qince.com\/insights\/how-to\/shibie-914\/#primaryimage","url":"https:\/\/qince.com\/insights\/wp-content\/uploads\/2026\/07\/qince-ai-image-11.webp","contentUrl":"https:\/\/qince.com\/insights\/wp-content\/uploads\/2026\/07\/qince-ai-image-11.webp","width":1200,"height":675},{"@type":"BreadcrumbList","@id":"https:\/\/qince.com\/insights\/how-to\/shibie-914\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/qince.com\/insights\/"},{"@type":"ListItem","position":2,"name":"\u8bc6\u522b\uff1a\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\u8bef\u62a5\u6f0f\u62a5\u8bc4\u4f30\uff1a\u6d88\u8d39\u54c1\u6e20\u9053\u6570\u5b57\u5316\u9009\u578b\u6307\u5357"}]},{"@type":"WebSite","@id":"https:\/\/qince.com\/insights\/#website","url":"https:\/\/qince.com\/insights\/","name":"\u52e4\u7b56\u77e5\u8bc6\u5e93","description":"\u4e3a\u5feb\u6d88\u54c1\u724c\u5546\u548c\u7ecf\u9500\u5546\u63d0\u4f9bCRM\u7cfb\u7edf\u3001\u6570\u5b57\u5316\u8f6c\u578b\u3001\u4f01\u4e1a\u7ecf\u8425\u7ba1\u7406\u3001\u9500\u552e\u7ba1\u7406\u3001\u5e02\u573a\u8425\u9500\u3001\u5ba2\u6237\u670d\u52a1\u7b49\u76f8\u5173\u8bdd\u9898\u7684\u4e13\u4e1a\u77e5\u8bc6\u95ee\u7b54","publisher":{"@id":"https:\/\/qince.com\/insights\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/qince.com\/insights\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Organization","@id":"https:\/\/qince.com\/insights\/#organization","name":"\u52e4\u7b56\u77e5\u8bc6\u5e93","url":"https:\/\/qince.com\/insights\/","logo":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/qince.com\/insights\/#\/schema\/logo\/image\/","url":"https:\/\/qince.com\/insights\/wp-content\/uploads\/2026\/06\/cropped-\u7ad9\u70b9\u56fe\u6807.png","contentUrl":"https:\/\/qince.com\/insights\/wp-content\/uploads\/2026\/06\/cropped-\u7ad9\u70b9\u56fe\u6807.png","width":1103,"height":1140,"caption":"\u52e4\u7b56\u77e5\u8bc6\u5e93"},"image":{"@id":"https:\/\/qince.com\/insights\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/qince.com\/insights\/#\/schema\/person\/9fdfca36b0e77bbd14e7a94c033a1b3d","name":"\u52e4\u7b56","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/secure.gravatar.com\/avatar\/0cb6e0c9a8f35050775377c83282aac332b1e46cb269d3f07c99c44193e5fb95?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/0cb6e0c9a8f35050775377c83282aac332b1e46cb269d3f07c99c44193e5fb95?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/0cb6e0c9a8f35050775377c83282aac332b1e46cb269d3f07c99c44193e5fb95?s=96&d=mm&r=g","caption":"\u52e4\u7b56"},"sameAs":["https:\/\/wordpress.qince.com"],"url":"https:\/\/qince.com\/insights\/author\/chenyuxin\/"}]}},"_links":{"self":[{"href":"https:\/\/qince.com\/insights\/wp-json\/wp\/v2\/posts\/1904","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/qince.com\/insights\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/qince.com\/insights\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/qince.com\/insights\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/qince.com\/insights\/wp-json\/wp\/v2\/comments?post=1904"}],"version-history":[{"count":2,"href":"https:\/\/qince.com\/insights\/wp-json\/wp\/v2\/posts\/1904\/revisions"}],"predecessor-version":[{"id":1977,"href":"https:\/\/qince.com\/insights\/wp-json\/wp\/v2\/posts\/1904\/revisions\/1977"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/qince.com\/insights\/wp-json\/wp\/v2\/media\/1408"}],"wp:attachment":[{"href":"https:\/\/qince.com\/insights\/wp-json\/wp\/v2\/media?parent=1904"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/qince.com\/insights\/wp-json\/wp\/v2\/categories?post=1904"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/qince.com\/insights\/wp-json\/wp\/v2\/tags?post=1904"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}