{"id":5140,"date":"2025-06-16T17:57:03","date_gmt":"2025-06-16T09:57:03","guid":{"rendered":"https:\/\/www.postalparcel.com\/?p=5140"},"modified":"2025-06-16T17:57:07","modified_gmt":"2025-06-16T09:57:07","slug":"%e5%a4%a7%e6%95%b0%e6%8d%ae%e9%a2%84%e6%b5%8b%e5%88%86%e6%9e%90-%e7%89%a9%e6%b5%81","status":"publish","type":"post","link":"https:\/\/www.postalparcel.com\/zh\/big-data-predictive-analytics-logistics\/","title":{"rendered":"\u7269\u6d41\u5927\u6570\u636e\uff1a\u9884\u6d4b\u5206\u6790\u63d0\u9ad8\u6548\u7387"},"content":{"rendered":"<p>\u5728\u5f53\u4eca\u7ade\u4e89\u6fc0\u70c8\u3001\u8282\u594f\u98de\u5feb\u7684\u5168\u7403\u7ecf\u6d4e\u4e2d\uff0c\u7269\u6d41\u5bf9\u4f9b\u5e94\u94fe\u7684\u6210\u8d25\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528\u3002\u5bf9\u901f\u5ea6\u3001\u900f\u660e\u5ea6\u548c\u51c6\u786e\u6027\u7684\u9700\u6c42\u63a8\u52a8\u7269\u6d41\u516c\u53f8\u91c7\u7528\u5148\u8fdb\u6280\u672f\u3002\u5176\u4e2d\u5305\u62ec <strong>\u5927\u6570\u636e<\/strong> \u548c <strong>\u9884\u6d4b\u5206\u6790<\/strong> \u5df2\u6210\u4e3a\u4e00\u80a1\u53d8\u9769\u529b\u91cf\uff0c\u6b63\u5728\u901a\u8fc7\u5927\u5e45\u63d0\u9ad8\u6548\u7387\u3001\u51b3\u7b56\u548c\u5ba2\u6237\u6ee1\u610f\u5ea6\u6765\u91cd\u5851\u7269\u6d41\u4e1a\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">I.\u4e86\u89e3\u5927\u6570\u636e <a href=\"https:\/\/www.postalparcel.com\/zh\/%e7%89%a9%e6%b5%81%e6%9c%ba%e5%99%a8%e4%ba%ba%e8%87%aa%e5%8a%a8%e5%8c%96%e8%b6%8b%e5%8a%bf\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u7269\u6d41<\/a> \u80cc\u666f<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"792\" height=\"413\" src=\"https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-134.png\" data-orig-src=\"https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-134.png\" alt=\"\" class=\"lazyload wp-image-5084\" title=\"\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27792%27%20height%3D%27413%27%20viewBox%3D%270%200%20792%20413%27%3E%3Crect%20width%3D%27792%27%20height%3D%27413%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-134-18x9.png 18w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-134-200x104.png 200w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-134-300x156.png 300w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-134-400x209.png 400w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-134-600x313.png 600w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-134-768x400.png 768w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-134.png 792w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 792px) 100vw, 792px\" \/><\/figure>\n<\/div>\n\n\n<p><strong>\u5927\u6570\u636e<\/strong> \u6307\u4ece\u5404\u79cd\u6765\u6e90\u751f\u6210\u7684\u5927\u91cf\u7ed3\u6784\u5316\u548c\u975e\u7ed3\u6784\u5316\u6570\u636e\u3002\u5728\u7269\u6d41\u9886\u57df\uff0c\u8fd9\u5305\u62ec<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5bf9\u8f66\u8f86\u548c\u8d27\u7269\u8fdb\u884c\u5b9e\u65f6 GPS \u8ddf\u8e2a<\/li>\n\n\n\n<li>\u4ed3\u5e93\u5e93\u5b58\u6c34\u5e73\u548c\u5e93\u5b58\u53d8\u52a8<\/li>\n\n\n\n<li>\u5ba2\u6237\u8ba2\u5355\u548c\u7535\u5b50\u5546\u52a1\u4ea4\u6613<\/li>\n\n\n\n<li><a href=\"https:\/\/www.postalparcel.com\/zh\/tms-%e6%9c%aa%e6%9d%a5%e8%b6%8b%e5%8a%bf-%e7%89%a9%e8%81%94%e7%bd%91-%e5%8c%ba%e5%9d%97%e9%93%be-tms\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u7269\u8054\u7f51<\/a> \u6765\u81ea\u8f66\u961f\u548c\u51b7\u5e93\u7684\u4f20\u611f\u5668\u6570\u636e<\/li>\n\n\n\n<li>\u5929\u6c14\u3001\u4ea4\u901a\u548c\u71c3\u6599\u4ef7\u683c\u7b49\u5916\u90e8\u56e0\u7d20<\/li>\n<\/ul>\n\n\n\n<p>\u4f20\u7edf\u4e0a\uff0c\u8fd9\u4e9b\u6570\u636e\u5927\u591a\u88ab\u5ffd\u7565\u6216\u4eba\u5de5\u5904\u7406\u3002\u7136\u800c\uff0c\u968f\u7740\u4e91\u8ba1\u7b97\u3001\u8fb9\u7f18\u8bbe\u5907\u548c\u53ef\u6269\u5c55\u6570\u636e\u57fa\u7840\u8bbe\u65bd\u7684\u51fa\u73b0\uff0c\u7269\u6d41\u516c\u53f8\u73b0\u5728\u53ef\u4ee5\u5b9e\u65f6\u6536\u96c6\u3001\u5904\u7406\u548c\u5206\u6790\u8fd9\u4e9b\u6570\u636e\u3002\u6211\u4eec\u7684\u76ee\u6807\u4e0d\u4ec5\u4ec5\u662f\u6536\u96c6\u4fe1\u606f\uff0c\u66f4\u91cd\u8981\u7684\u662f\u83b7\u5f97\u53ef\u64cd\u4f5c\u7684\u6d1e\u5bdf\u529b\uff0c\u4ece\u800c\u505a\u51fa\u66f4\u660e\u667a\u3001\u66f4\u5feb\u901f\u7684\u51b3\u7b56\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">II.\u4ec0\u4e48\u662f\u9884\u6d4b\u5206\u6790\uff0c\u4e3a\u4ec0\u4e48\u5b83\u5f88\u91cd\u8981\uff1f<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"658\" src=\"https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-165-1024x658.png\" data-orig-src=\"https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-165-1024x658.png\" alt=\"\" class=\"lazyload wp-image-5147\" title=\"\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271024%27%20height%3D%27658%27%20viewBox%3D%270%200%201024%20658%27%3E%3Crect%20width%3D%271024%27%20height%3D%27658%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-165-18x12.png 18w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-165-200x129.png 200w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-165-300x193.png 300w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-165-400x257.png 400w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-165-460x295.png 460w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-165-600x386.png 600w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-165-768x494.png 768w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-165-800x514.png 800w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-165-1024x658.png 1024w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-165-1200x771.png 1200w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-165.png 1400w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<p><strong>\u9884\u6d4b\u5206\u6790<\/strong> \u7269\u6d41\u9884\u6d4b\u6280\u672f\u5229\u7528\u5386\u53f2\u6570\u636e\u3001\u7edf\u8ba1\u6a21\u578b\u3001\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u548c\u4eba\u5de5\u667a\u80fd\u6765\u9884\u6d4b\u672a\u6765\u4e8b\u4ef6\u6216\u884c\u4e3a\u3002\u4f01\u4e1a\u53ef\u4ee5\u9884\u6d4b\u95ee\u9898\u5e76\u4e3b\u52a8\u89e3\u51b3\uff0c\u800c\u4e0d\u662f\u5728\u7269\u6d41\u95ee\u9898\u51fa\u73b0\u65f6\u624d\u505a\u51fa\u53cd\u5e94\u3002<\/p>\n\n\n\n<p>\u5728\u7269\u6d41\u9886\u57df\uff0c\u9884\u6d4b\u5206\u6790\u88ab\u5e94\u7528\u4e8e\u4ee5\u4e0b\u65b9\u9762<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9884\u6d4b\u5404\u5730\u533a\u548c\u5404\u65f6\u95f4\u6bb5\u7684\u4ea7\u54c1\u9700\u6c42<\/li>\n\n\n\n<li>\u9884\u6d4b\u4ea4\u8d27\u5ef6\u8fdf\u5e76\u63d0\u524d\u8c03\u6574\u8d27\u8fd0\u8def\u7ebf<\/li>\n\n\n\n<li>\u5728\u8f66\u961f\u8f66\u8f86\u53d1\u751f\u6545\u969c\u524d\u786e\u5b9a\u7ef4\u4fee\u9700\u6c42<\/li>\n\n\n\n<li>\u4f18\u5316\u4ed3\u5e93\u7a7a\u95f4\u548c\u4eba\u529b\u5206\u914d<\/li>\n\n\n\n<li>\u8bc4\u4f30\u4f9b\u5e94\u4e2d\u65ad\u6216\u653f\u6cbb\u52a8\u8361\u5e26\u6765\u7684\u98ce\u9669<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">III.\u73b0\u4ee3\u7269\u6d41\u8fd0\u4f5c\u4e2d\u7684\u5173\u952e\u5e94\u7528<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"682\" src=\"https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-167-1024x682.png\" data-orig-src=\"https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-167-1024x682.png\" alt=\"\" class=\"lazyload wp-image-5152\" title=\"\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271024%27%20height%3D%27682%27%20viewBox%3D%270%200%201024%20682%27%3E%3Crect%20width%3D%271024%27%20height%3D%27682%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-167-18x12.png 18w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-167-200x133.png 200w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-167-300x200.png 300w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-167-400x267.png 400w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-167-600x400.png 600w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-167-768x512.png 768w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-167-800x533.png 800w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-167-1024x682.png 1024w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-167.png 1160w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\">1. <strong>\u66f4\u667a\u80fd\u7684\u9700\u6c42\u9884\u6d4b<\/strong><\/h3>\n\n\n\n<p>\u9884\u6d4b\u6a21\u578b\u5206\u6790\u9500\u552e\u8d8b\u52bf\u3001\u5b63\u8282\u6027\u3001\u4fc3\u9500\u6d3b\u52a8\u548c\u7ecf\u6d4e\u6307\u6807\uff0c\u751f\u6210\u51c6\u786e\u7684\u9700\u6c42\u9884\u6d4b\u3002\u8fd9\u53ef\u786e\u4fdd\u66f4\u597d\u7684\u5e93\u5b58\u89c4\u5212\uff0c\u51cf\u5c11\u7f3a\u8d27\u6216\u5e93\u5b58\u8fc7\u5269\uff0c\u5e76\u6700\u5927\u9650\u5ea6\u5730\u964d\u4f4e\u6210\u672c\u3002 <a href=\"https:\/\/www.postalparcel.com\/zh\/%e7%8e%b0%e4%bb%a3%e4%bb%93%e5%ba%93%e7%ae%a1%e7%90%86%e7%b3%bb%e7%bb%9f%e6%8c%87%e5%8d%97\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u4ed3\u5e93<\/a> \u8d39\u7528\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. <strong>\u9ad8\u6548\u8def\u7ebf\u4f18\u5316<\/strong><\/h3>\n\n\n\n<p>\u901a\u8fc7\u5c06 GPS \u8ddf\u8e2a\u4e0e\u4ea4\u901a\u548c\u5929\u6c14\u6570\u636e\u76f8\u7ed3\u5408\uff0c\u9884\u6d4b\u7cfb\u7edf\u53ef\u4ee5\u751f\u6210\u6700\u4f73\u4ea4\u4ed8\u8def\u7ebf\u3002\u5b83\u4eec\u5c06\u9ad8\u5cf0\u65f6\u6bb5\u3001\u9053\u8def\u5c01\u95ed\u548c\u71c3\u6cb9\u6548\u7387\u7b49\u56e0\u7d20\u8003\u8651\u5728\u5185\uff0c\u786e\u4fdd\u53ca\u65f6\u3001\u7ecf\u6d4e\u9ad8\u6548\u5730\u9001\u8d27--\u8fd9\u5bf9\u6700\u540e\u4e00\u82f1\u91cc\u7269\u6d41\u5c24\u4e3a\u91cd\u8981\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. <strong>\u9884\u6d4b\u6027\u7ef4\u62a4 <a href=\"https:\/\/www.postalparcel.com\/zh\/tms-%e5%92%8c-fms-%e9%9b%86%e6%88%90-%e6%99%ba%e8%83%bd%e7%89%a9%e6%b5%81\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u8f66\u961f\u7ba1\u7406<\/a><\/strong><\/h3>\n\n\n\n<p>\u5361\u8f66\u53d1\u52a8\u673a\u3001\u8f6e\u80ce\u3001\u5236\u52a8\u5668\u548c\u5236\u51b7\u88c5\u7f6e\u90fd\u53ef\u4ee5\u5b89\u88c5\u4f20\u611f\u5668\u3002\u8fd9\u4e9b\u8bbe\u5907\u5c06\u6027\u80fd\u6570\u636e\u6d41\u4f20\u8f93\u5230\u4e91\u7aef\uff0c\u7531\u9884\u6d4b\u7b97\u6cd5\u68c0\u6d4b\u78e8\u635f\u8ff9\u8c61\u548c\u6f5c\u5728\u6545\u969c\u3002\u5728\u6545\u969c\u53d1\u751f\u4e4b\u524d\uff0c\u5c31\u53ef\u4ee5\u8ba1\u5212\u597d\u5b9a\u671f\u7ef4\u62a4\uff0c\u907f\u514d\u5ef6\u8bef\u548c\u6602\u8d35\u7684\u7ef4\u4fee\u8d39\u7528\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. <strong>\u98ce\u9669\u7f13\u89e3\u548c\u4e2d\u65ad\u89c4\u5212<\/strong><\/h3>\n\n\n\n<p>\u5168\u7403\u7269\u6d41\u5f88\u5bb9\u6613\u53d7\u5230\u7f62\u5de5\u3001\u81ea\u7136\u707e\u5bb3\u3001\u5730\u7f18\u653f\u6cbb\u95ee\u9898\u751a\u81f3\u6d41\u884c\u75c5\u7684\u5f71\u54cd\u3002\u9884\u6d4b\u5206\u6790\u6709\u52a9\u4e8e\u6a21\u62df\u6b64\u7c7b\u5e72\u6270\u7684\u5f71\u54cd\uff0c\u4f7f\u516c\u53f8\u80fd\u591f\u5728\u5371\u673a\u53d1\u751f\u524d\u8c03\u6574\u8d27\u8fd0\u8def\u7ebf\u3001\u66f4\u6362\u4f9b\u5e94\u5546\u6216\u589e\u52a0\u6613\u53d7\u5f71\u54cd\u5730\u533a\u7684\u5e93\u5b58\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. <strong>\u63d0\u5347\u5ba2\u6237\u4f53\u9a8c<\/strong><\/h3>\n\n\n\n<p>\u901a\u8fc7\u51c6\u786e\u9884\u6d4b\u4ea4\u8d27\u65f6\u95f4\uff0c\u516c\u53f8\u53ef\u4ee5\u53d1\u9001\u5b9e\u65f6\u66f4\u65b0\u5e76\u4e3b\u52a8\u89e3\u51b3\u95ee\u9898\u3002\u8fd9\u79cd\u900f\u660e\u5ea6\u548c\u53ef\u9760\u6027\u63d0\u9ad8\u4e86\u5ba2\u6237\u7684\u4fe1\u4efb\u5ea6\u548c\u5fe0\u8bda\u5ea6\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">IV.\u4f18\u52bf\uff1a\u4e3a\u4ec0\u4e48\u5b83\u80fd\u6539\u53d8\u6e38\u620f\u89c4\u5219<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"465\" src=\"https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-166-1024x465.png\" data-orig-src=\"https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-166-1024x465.png\" alt=\"\" class=\"lazyload wp-image-5149\" title=\"\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271024%27%20height%3D%27465%27%20viewBox%3D%270%200%201024%20465%27%3E%3Crect%20width%3D%271024%27%20height%3D%27465%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-166-18x8.png 18w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-166-200x91.png 200w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-166-300x136.png 300w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-166-400x182.png 400w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-166-600x273.png 600w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-166-768x349.png 768w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-166-800x363.png 800w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-166-1024x465.png 1024w, https:\/\/www.postalparcel.com\/wp-content\/uploads\/2025\/06\/image-166.png 1200w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<p>\u5927\u6570\u636e\u4e0e\u9884\u6d4b\u5206\u6790\u7684\u6574\u5408\u5177\u6709\u8bf8\u591a\u4f18\u52bf\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8fd0\u884c\u6548\u7387<\/strong>:\u51b3\u7b56\u548c\u9884\u6d4b\u81ea\u52a8\u5316\u53ef\u51cf\u5c11\u5ef6\u8bef\u548c\u4eba\u5de5\u5de5\u4f5c\u91cf\u3002<\/li>\n\n\n\n<li><strong>\u964d\u4f4e\u6210\u672c<\/strong>:\u51cf\u5c11\u8fd0\u9001\u6545\u969c\u3001\u4f18\u5316\u8def\u7ebf\u548c\u9884\u9632\u6027\u7ef4\u62a4\u53ef\u8282\u7701\u71c3\u6599\u3001\u65f6\u95f4\u548c\u91d1\u94b1\u3002<\/li>\n\n\n\n<li><strong>\u66f4\u597d\u5730\u5206\u914d\u8d44\u6e90<\/strong>:\u9884\u6d4b\u9700\u6c42\u548c\u5de5\u4f5c\u91cf\u53ef\u6709\u6548\u5229\u7528\u52b3\u52a8\u529b\u548c\u5b58\u50a8\u7a7a\u95f4\u3002<\/li>\n\n\n\n<li><strong>\u63d0\u9ad8\u5ba2\u6237\u6ee1\u610f\u5ea6<\/strong>:\u51c6\u786e\u7684\u9884\u8ba1\u5230\u8fbe\u65f6\u95f4\u548c\u79ef\u6781\u4e3b\u52a8\u7684\u6c9f\u901a\u4f1a\u589e\u5f3a\u4fe1\u4efb\u5ea6\u548c\u5fe0\u8bda\u5ea6\u3002<\/li>\n\n\n\n<li><strong>\u7ade\u4e89\u4f18\u52bf<\/strong>:\u6570\u636e\u9a71\u52a8\u578b\u8fd0\u8425\u5728\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027\u65b9\u9762\u4f18\u4e8e\u4f20\u7edf\u7269\u6d41\u6a21\u5f0f\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">V.\u5b9e\u65bd\u5de5\u4f5c\u9762\u4e34\u7684\u6311\u6218<\/h2>\n\n\n\n<p>\u5c3d\u7ba1\u6709\u8fd9\u4e9b\u4f18\u52bf\uff0c\u4f46\u5728\u91c7\u7528\u5927\u6570\u636e\u548c\u9884\u6d4b\u5206\u6790\u6280\u672f\u65b9\u9762\u4e5f\u5b58\u5728\u6311\u6218\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6570\u636e\u5b64\u5c9b<\/strong>:\u8bb8\u591a\u7269\u6d41\u516c\u53f8\u4f7f\u7528\u7684\u4f20\u7edf\u7cfb\u7edf\u4e0d\u80fd\u5f88\u597d\u5730\u4e0e\u73b0\u4ee3\u5206\u6790\u5de5\u5177\u96c6\u6210\u3002<\/li>\n\n\n\n<li><strong>\u6570\u636e\u8d28\u91cf\u95ee\u9898<\/strong>:\u4e0d\u5b8c\u6574\u3001\u4e0d\u51c6\u786e\u6216\u4e0d\u4e00\u81f4\u7684\u6570\u636e\u4f1a\u964d\u4f4e\u9884\u6d4b\u7684\u53ef\u9760\u6027\u3002<\/li>\n\n\n\n<li><strong>\u6280\u80fd\u5dee\u8ddd<\/strong>:\u516c\u53f8\u5f80\u5f80\u7f3a\u4e4f\u6570\u636e\u79d1\u5b66\u5bb6\u548c\u4eba\u5de5\u667a\u80fd\u4e13\u5bb6\u6765\u5f00\u53d1\u548c\u7ba1\u7406\u6a21\u578b\u3002<\/li>\n\n\n\n<li><strong>\u5b89\u5168\u4e0e\u9690\u79c1<\/strong>:\u5904\u7406\u654f\u611f\u7684\u4f9b\u5e94\u94fe\u6570\u636e\u9700\u8981\u5f3a\u5927\u7684\u7f51\u7edc\u5b89\u5168\u6846\u67b6\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">VI.\u672a\u6765\u5c55\u671b\uff1a <a href=\"https:\/\/www.oracle.com\/hk\/scm\/ai-in-logistics\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u7269\u6d41<\/a> \u751f\u6001\u7cfb\u7edf<\/h2>\n\n\n\n<p>\u5c55\u671b\u672a\u6765\uff0c\u4eba\u5de5\u667a\u80fd\u548c\u5927\u6570\u636e\u5728\u7269\u6d41\u4e2d\u7684\u4f5c\u7528\u53ea\u4f1a\u8d8a\u6765\u8d8a\u5927\u3002\u4ece\u81ea\u52a8\u9a7e\u9a76\u9001\u8d27\u8f66\u8f86\u5230\u5b9e\u65f6\u6570\u5b57\u53cc\u80de\u80ce <a href=\"https:\/\/www.postalparcel.com\/zh\/tms-%e5%9c%a8%e5%88%b6%e9%80%a0%e4%b8%9a%e4%be%9b%e5%ba%94%e9%93%be%e6%95%88%e7%8e%87%e4%b8%ad%e7%9a%84%e4%bd%9c%e7%94%a8\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f9b\u5e94\u94fe<\/a>\u9884\u6d4b\u5206\u6790\u5c06\u662f\u8fd9\u4e9b\u521b\u65b0\u7684\u6838\u5fc3\u3002\u5728\u7ade\u4e89\u65e5\u76ca\u6fc0\u70c8\u548c\u5145\u6ee1\u6d3b\u529b\u7684\u5e02\u573a\u4e2d\uff0c\u90a3\u4e9b\u79c9\u627f\u6570\u636e\u7b2c\u4e00\u6587\u5316\u7684\u7269\u6d41\u516c\u53f8\u5c06\u5904\u4e8e\u9886\u5148\u5730\u4f4d\u3002<\/p>\n\n\n\n<p><strong>\u7ed3\u8bba<\/strong><\/p>\n\n\n\n<p>\u5927\u6570\u636e\u548c\u9884\u6d4b\u5206\u6790\u4e0d\u4ec5\u4ec5\u662f\u6d41\u884c\u8bed\uff0c\u5b83\u4eec\u6b63\u5728\u91cd\u5851\u7269\u6d41\u884c\u4e1a\u3002\u901a\u8fc7\u5c06\u6570\u636e\u8f6c\u5316\u4e3a\u524d\u77bb\u6027\uff0c\u5b83\u4eec\u53ef\u4ee5\u5e2e\u52a9\u4f01\u4e1a\u4ece\u88ab\u52a8\u5e94\u5bf9\u8f6c\u53d8\u4e3a\u4e3b\u52a8\u51fa\u51fb\uff0c\u4ece\u800c\u63d0\u9ad8\u7ee9\u6548\u3001\u53ef\u9760\u6027\u548c\u6210\u672c\u6548\u76ca\u3002\u968f\u7740\u5ba2\u6237\u671f\u671b\u4e0d\u65ad\u63d0\u9ad8\uff0c\u4f9b\u5e94\u94fe\u53d8\u5f97\u66f4\u52a0\u590d\u6742\uff0c\u6570\u636e\u9a71\u52a8\u578b\u7269\u6d41\u5c06\u4e0d\u518d\u662f\u53ef\u6709\u53ef\u65e0\u7684\uff0c\u800c\u5c06\u6210\u4e3a\u65b0\u7684\u6807\u51c6\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>In today\u2019s highly competitive and fast-paced global economy, logistics plays  [&#8230;]<\/p>\n","protected":false},"author":3,"featured_media":5105,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[222,425],"tags":[454,303,455],"class_list":["post-5140","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-logistics-technology","category-logistics-visibility","tag-big-data","tag-logistics-technology","tag-predictive-analytics"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.postalparcel.com\/zh\/wp-json\/wp\/v2\/posts\/5140","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.postalparcel.com\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.postalparcel.com\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.postalparcel.com\/zh\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.postalparcel.com\/zh\/wp-json\/wp\/v2\/comments?post=5140"}],"version-history":[{"count":3,"href":"https:\/\/www.postalparcel.com\/zh\/wp-json\/wp\/v2\/posts\/5140\/revisions"}],"predecessor-version":[{"id":5160,"href":"https:\/\/www.postalparcel.com\/zh\/wp-json\/wp\/v2\/posts\/5140\/revisions\/5160"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.postalparcel.com\/zh\/wp-json\/wp\/v2\/media\/5105"}],"wp:attachment":[{"href":"https:\/\/www.postalparcel.com\/zh\/wp-json\/wp\/v2\/media?parent=5140"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.postalparcel.com\/zh\/wp-json\/wp\/v2\/categories?post=5140"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.postalparcel.com\/zh\/wp-json\/wp\/v2\/tags?post=5140"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}