	{"id":418627,"date":"2025-03-18T12:59:48","date_gmt":"2025-03-18T12:59:48","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&#038;p=418627"},"modified":"2025-03-24T11:18:11","modified_gmt":"2025-03-24T11:18:11","slug":"friends-of-search-2025-recap-navigating-ai-in-search-and-digital-marketing","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/friends-of-search-2025-recap-navigating-ai-in-search-and-digital-marketing\/","title":{"rendered":"FOS2025 \u56de\u987e\uff1a\u641c\u7d22\u548c\u6570\u5b57\u8425\u9500\u4e2d\u7684 AI \u5bfc\u822a"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling article-author\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:#ffffff;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:33.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-margin-bottom-small:8px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:50;line-height:1.2;\">\u4f5c\u8005<\/h2><\/div><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27150%27%20height%3D%270%27%20viewBox%3D%270%200%20150%200%27%3E%3Crect%20width%3D%27150%27%20height%3D%270%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2025\/03\/DANIEL.jpeg\" alt=\"Image\" class=\"lazyload artefact-elegant-image align-left article-author-image\" style=\"width: 150px; border-radius: 54% 46% 77% 23% \/ 74% 40% 60% 26%; overflow: hidden;\" width=\"150\" height=\"auto\" \/><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-three article-author-name-title\" style=\"--awb-text-color:var(--awb-color7);--awb-margin-bottom-small:8px;--awb-font-size:18px;\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;Josefin Sans&quot;;font-style:normal;font-weight:600;margin:0;font-size:1em;--fontSize:18;line-height:1.5;\">\u4e39\u5c3c\u5c14-\u65bd\u7279\u5c3c\u7b56<\/h3><\/div><div class=\"fusion-text fusion-text-1 article-author-description\" style=\"--awb-font-size:14px;--awb-line-height:1.6;--awb-letter-spacing:2px;--awb-text-transform:uppercase;--awb-text-color:var(--awb-color7);--awb-text-font-family:&quot;Roboto&quot;;--awb-text-font-style:normal;--awb-text-font-weight:400;\"><p>\u4ed8\u8d39\u5a92\u4f53\u4e3b\u7ba1<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-2 description\"><p>\u73b0\u5728\u662f\u4e09\u6708\uff0c\u8fd9\u610f\u5473\u7740 \u2019\u641c\u7d22\u4e4b\u53cb \"\u5c06\u56de\u5230\u963f\u59c6\u65af\u7279\u4e39\u7684 Kromhouthal \u4e3e\u529e\u7b2c 2025 \u5c4a\u4f1a\u8bae\u3002\u4e0a\u5c4a\u4f1a\u8bae\u7684\u4e3b\u8981\u8bae\u9898\u5305\u62ec <a href=\"https:\/\/www.artefact.com\/zh\/blog\/how-to-get-your-performance-max-in-top-shape\/\">\u6700\u5927\u6027\u80fd<\/a>, <a href=\"https:\/\/www.artefact.com\/zh\/blog\/ai-growth-profit-hacking-at-friends-of-search-2023\/\">\u5229\u6da6\u4e0e\u589e\u957f <\/a>, first-party data \u4ee5\u53ca <a href=\"https:\/\/www.artefact.com\/zh\/blog\/ai-day-at-friends-of-search-2024\/\">AI<\/a>. .\u4eca\u5e74\uff0cFrederick Vallaeys\u3001Mike Rhodes \u548c Andrew Lolk \u7b49 PPC \u8d44\u6df1\u4eba\u58eb\u5c31 DTC\u3001MMM\u3001\u53ef\u6269\u5c55\u6027\u4ee5\u53ca\u60a8\u731c\u5230\u7684\u4eba\u5de5\u667a\u80fd\uff08\u4ee3\u7406\uff09\u53d1\u8868\u4e86\u6f14\u8bb2\u3002\u6211\u4eec\u5c06\u4e0e\u60a8\u5206\u4eab FOS2025 \u7684\u4e3b\u8981\u6536\u83b7\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/div><article class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-justify-content-center fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-3\"><p>\u5728 \"\u641c\u7d22\u4e4b\u53cb 2025 \"\u4f1a\u8bae\u4e0a\uff0c\u6211\u4eec\u4e86\u89e3\u5230\uff0c\u6bcf\u4e2a\u4eba\u90fd\u5e94\u62e5\u62b1\u4eba\u5de5\u667a\u80fd\uff0c\u5e76\u5c06\u5176\u53d1\u6325\u5230\u6781\u81f4\u3002\u5426\u5219\uff0c\u4f60\u7684\u7ade\u4e89\u5bf9\u624b\u8fdf\u65e9\u4f1a\u8d85\u8d8a\u4f60\u3002\u4eba\u5de5\u667a\u80fd\u53ef\u4ee5\u5e2e\u52a9\u60a8\u817e\u51fa\u65f6\u95f4\u548c\u8d44\u6e90\uff0c\u4e13\u6ce8\u4e8e\u771f\u6b63\u80fd\u63a8\u52a8\u4e1a\u52a1\u53d1\u5c55\u7684\u4e8b\u60c5\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u9700\u8981\u91c7\u53d6\u5927\u80c6\u7684\u65b0\u7b56\u7565\uff0c\u624d\u80fd\u5728\u7ade\u4e89\u4e2d\u8131\u9896\u800c\u51fa\u3002\u6216\u8005\uff0c\u6b63\u5982\u5f17\u96f7\u5fb7\u91cc\u514b-\u74e6\u83b1\u65af\uff08Frederick Vallaeys\uff09\u6240\u8bf4\u7684\u90a3\u6837\uff0c\u6253\u7834\u7ade\u4e89\u683c\u5c40\u3002\u8fc8\u514b-\u7f57\u5179\uff08Mike Rhodes\uff09\u9610\u8ff0\u4e86\u5728\u8425\u9500\u6218\u7565\u4e2d\u91c7\u7528\u4eba\u5de5\u667a\u80fd\u7684\u9014\u5f84\uff0c\u800c\u5170\u5fb7-\u83f2\u4ec0\u91d1\uff08Rand Fishkin\uff09\u5219\u63d0\u51fa\u4e86\u4e00\u4e2a\u4ee4\u4eba\u8b66\u9192\u7684\u53cd\u9762\u89c2\u70b9\uff0c\u8868\u660e\u5927\u591a\u6570\u6d88\u8d39\u8005\u4ecd\u7136\u975e\u5e38\u62d8\u6ce5\u4e8e\u4ed6\u4eec\u7684\u65e7\u65b9\u5f0f\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-margin-bottom-small:8px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:50;line-height:1.2;\">\u62d3\u5c55\u4eba\u5de5\u667a\u80fd\u7684\u53ef\u80fd\u6027<\/h2><\/div><div class=\"fusion-text fusion-text-4\"><p>\u5728\u5f53\u4eca\u98de\u901f\u53d1\u5c55\u7684\u6570\u5b57\u9886\u57df\uff0c\u7ade\u4e89\u7684\u5bf9\u624b\u4e0d\u662f\u4eba\u5de5\u667a\u80fd\u672c\u8eab\uff0c\u800c\u662f\u90a3\u4e9b\u5c06\u4eba\u5de5\u667a\u80fd\u6709\u6548\u878d\u5165\u5176\u6218\u7565\u548c\u8fd0\u8425\u7684\u4f01\u4e1a\u3002\u8fd9\u79cd\u8f6c\u53d8\u8981\u6c42\u6211\u4eec\u91cd\u65b0\u8ba4\u8bc6\u4f20\u7edf\u505a\u6cd5\uff0c\u63a2\u7d22\u521b\u65b0\u65b9\u6cd5\uff0c\u4ee5\u5145\u5206\u53d1\u6325\u4eba\u5de5\u667a\u80fd\u7684\u6f5c\u529b\u3002\u5f17\u96f7\u5fb7\u91cc\u514b-\u74e6\u83b1\u65af\u5bf9\u6b64\u53d1\u8868\u4e86\u4e00\u4e9b\u70ed\u95e8\u89c2\u70b9\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-5\"><p>\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u672a\u6765\u7684\u4e94\u5927\u9884\u6d4b\uff1a<\/p>\n<\/div><ul style=\"--awb-line-height:27.2px;--awb-icon-width:27.2px;--awb-icon-height:27.2px;--awb-icon-margin:11.2px;--awb-content-margin:38.4px;\" class=\"fusion-checklist fusion-checklist-1 fusion-checklist-default type-icons\"><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\"><strong>\u5173\u952e\u8bcd\u7684\u6d88\u4ea1<\/strong>:\u968f\u7740\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u5f00\u53d1\u51fa\u521b\u5efa\u4e2a\u6027\u5316\u77e5\u8bc6\u5e93\u548c\u5efa\u7acb\u590d\u6742\u7684\u7528\u6237\u7279\u5b9a\u4fe1\u606f\u5e93\u7684\u80fd\u529b\uff0c\u4f20\u7edf\u7684\u57fa\u4e8e\u5173\u952e\u5b57\u7684\u641c\u7d22\u7b56\u7565\u5c06\u88ab\u6dd8\u6c70\u3002.<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\"><strong>\u7740\u9646\u9875\u7684\u7ec8\u7ed3<\/strong>:\u7528\u6237\u4e0e\u641c\u7d22\u7ed3\u679c\u7684\u4ea4\u4e92\u65b9\u5f0f\u5c06\u53d1\u751f\u8f6c\u53d8\uff0c\u56e0\u4e3a\u4e0e\u4f20\u7edf\u7684\u641c\u7d22\u5f15\u64ce\u7ed3\u679c\u9875\u9762\u76f8\u6bd4\uff0c\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u6709\u52a9\u4e8e\u7528\u6237\u8fdb\u884c\u66f4\u6df1\u5165\u7684\u63a2\u7d22\u548c\u7406\u89e3\u3002.<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\"><strong>\u4e3a\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u8bbe\u8ba1\u7684\u8f6c\u6362\u6d41\u7a0b<\/strong>:\u968f\u7740\u8ba1\u7b97\u673a\u4f7f\u7528\u4ee3\u7406\uff08CUAs\uff09\u5728\u4ee3\u8868\u7528\u6237\u6267\u884c\u4efb\u52a1\u65b9\u9762\u53d8\u5f97\u8d8a\u6765\u8d8a\u590d\u6742\uff0c\u4f01\u4e1a\u5c06\u9700\u8981\u8c03\u6574\u5176\u8f6c\u6362\u6d41\u7a0b\uff0c\u4ee5\u540c\u65f6\u6ee1\u8db3\u4eba\u7c7b\u7528\u6237\u548c\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u7684\u9700\u6c42\u3002\u8fd9\u5c31\u63d0\u51fa\u4e86\u7f51\u9875\u548c\u6d41\u7a0b\u7684\u6700\u4f73\u8bbe\u8ba1\u548c\u7ed3\u6784\u95ee\u9898\uff0c\u4ee5\u786e\u4fdd\u5404\u7c7b\u7528\u6237\u7684\u65e0\u7f1d\u4e92\u52a8\u3002.<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\"><strong>\u5185\u5bb9\u4e0e\u65b0\u7684 data \u76f8\u540c\uff1a<\/strong> \u867d\u7136\u7528\u6237\u6d88\u8d39\u7684\u5185\u5bb9\u603b\u4f53\u4e0a\u53ef\u80fd\u4f1a\u51cf\u5c11\uff0c\u4f46\u7531\u4e8e GenAI \u6a21\u578b\u9700\u8981\u5927\u91cf data \u624d\u80fd\u6709\u6548\u8fd0\u884c\uff0c\u56e0\u6b64\u5bf9\u9ad8\u8d28\u91cf\u3001\u4fe1\u606f\u4e30\u5bcc\u7684\u5185\u5bb9\u7684\u9700\u6c42\u5c06\u4f1a\u589e\u52a0\u3002\u8fd9\u5c31\u63d0\u51fa\u4e86\u5185\u5bb9\u521b\u5efa\u7684\u76ee\u7684\u548c\u76ee\u6807 audience \u4ee5\u53ca\u5b58\u50a8\u548c\u7ec4\u7ec7 data \u4ee5\u4f18\u5316\u4eba\u5de5\u667a\u80fd\u6027\u80fd\u7684\u6700\u6709\u6548\u7b56\u7565\u7b49\u95ee\u9898\u3002.<\/div><\/li><\/ul><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-margin-bottom-small:8px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:50;line-height:1.2;\">\u4eba\u5de5\u667a\u80fd\u5c06\u6539\u53d8\u6e38\u620f\u89c4\u5219\uff0c\u4f46\u9700\u8981\u91c7\u53d6\u884c\u52a8<\/h2><\/div><div class=\"fusion-text fusion-text-6\"><p><span style=\"font-weight: 400;\">\u8fc8\u514b-\u7f57\u5179\uff08Mike Rhodes\uff09\u5c31\u4eba\u5de5\u667a\u80fd\u5728\u4ed8\u8d39\u641c\u7d22\u548c\u6574\u4e2a\u8425\u9500\u9886\u57df\u7684\u5d1b\u8d77\u8865\u5145\u4e86\u4e00\u4e9b\u66f4\u6709\u8da3\u7684\u89c2\u70b9\u3002.\u00a0<\/span><\/p>\n<\/div><ul style=\"--awb-line-height:27.2px;--awb-icon-width:27.2px;--awb-icon-height:27.2px;--awb-icon-margin:11.2px;--awb-content-margin:38.4px;\" class=\"fusion-checklist fusion-checklist-2 fusion-checklist-default type-icons\"><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\u4eba\u5de5\u667a\u80fd\u4f1a\u6539\u53d8\u6e38\u620f\u89c4\u5219\uff0c\u4f46\u9700\u8981\u91c7\u53d6\u884c\u52a8\u3002.<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\u8981\u79ef\u6781\u4e3b\u52a8\uff0c\u800c\u4e0d\u662f\u88ab\u52a8\u53cd\u5e94--\u4e0d\u8981\u7b49\u5f85\u4eba\u5de5\u667a\u80fd\u53d8\u5f97\u5b8c\u7f8e\u3002.<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\u5229\u7528\u4eba\u5de5\u667a\u80fd\u6765\u91ca\u653e\u65f6\u95f4\u3001\u63d0\u9ad8\u6548\u7387\u548c\u91ca\u653e\u65b0\u7684\u5546\u673a\u3002.<\/div><\/li><\/ul><div class=\"fusion-text fusion-text-7\"><p>\u603b\u4e4b\uff0c\u4eba\u5de5\u667a\u80fd\u5c06\u50cf\u8fc7\u53bb\u7684\u6280\u672f\u9769\u547d\u4e00\u6837\u91cd\u65b0\u5b9a\u4e49\u5404\u884c\u5404\u4e1a--\u4f60\u662f\u8981\u62e5\u62b1\u5b83\u8fd8\u662f\u88ab\u5b83\u7529\u5728\u540e\u9762\uff1f<\/p>\n<\/div><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-margin-bottom-small:8px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:50;line-height:1.2;\">\u8425\u9500\u4e2d\u7684\u4eba\u4e3a\u56e0\u7d20<\/h2><\/div><div class=\"fusion-text fusion-text-8\"><p>Jyll Saskin\u3001Lottie Namakando \u548c Sam Tomlinson \u7b49\u4eba\u5c55\u793a\u4e86\u4eba\u7c7b\u5728\u6210\u529f\u8425\u9500\u4e2d\u4ecd\u5c06\u53d1\u6325\u91cd\u8981\u4f5c\u7528\u7684\u9886\u57df\u3002Jyll Saskin \u89e3\u91ca\u7684\u9ad8\u7ea7 audiences \u6218\u7565\u8868\u660e\uff0c\u8981\u4e86\u89e3\u76ee\u6807 audiences \u5e76\u7406\u89e3\u4ed6\u4eec\u7684\u9700\u6c42\u3001\u613f\u671b\u4ee5\u53ca\u53ef\u4ee5\u7528\u6765\u4e0e\u4ed6\u4eec\u4e92\u52a8\u7684\u4e0d\u90a3\u4e48\u660e\u663e\u7684\u4fe1\u53f7\uff0c\u5c31\u9700\u8981\u66f4\u6df1\u5165\u5730\u4e86\u89e3\u4ed6\u4eec\u662f\u8c01\uff0c\u4ee5\u53ca\u5982\u4f55\u5728\u8c37\u6b4c\u5e7f\u544a\u6218\u7565\u4e2d\u5229\u7528\u8fd9\u4e00\u70b9\u3002.<\/p>\n<p>\u6d3b\u52a8\u7ed3\u679c\u4e0d\u4ec5\u8981\u6839\u636e\u81ea\u5df1\u7684\u6218\u7565\u548c\u6218\u672f\u8fdb\u884c\u8bc4\u4f30\uff0c\u8fd8\u8981\u6839\u636e\u7ade\u4e89\u5bf9\u624b\u5728\u540c\u4e00\u65f6\u671f\u7684\u8868\u73b0\u8fdb\u884c\u8bc4\u4f30\u3002 <em>\u6d1b\u8482-\u7eb3\u739b\u574e\u591a<\/em>. .\u6b64\u5916\uff0c\u4eba\u7684\u884c\u4e3a\u4e5f\u5bf9\u8425\u9500\u6d3b\u52a8\u7684\u6210\u529f\u4e0e\u5426\u8d77\u7740\u91cd\u8981\u4f5c\u7528\u3002\u9009\u62e9\u8fc7\u591a\u548c\u51b3\u7b56\u75b2\u52b3\u4f1a\u5bf9\u76ee\u6807\u7684\u5b9e\u73b0\u4e0e\u5426\u4ea7\u751f\u91cd\u5927\u5f71\u54cd\u3002\u56e0\u6b64\uff0c\u5979\u8981\u6c42\u8425\u9500\u4eba\u5458\u7740\u773c\u4e8e\u8fc7\u53bb\u3001\u73b0\u5728\u548c\u672a\u6765\uff0c\u7d27\u8ddf\u5ba2\u6237\u548c\u7ade\u4e89\u5bf9\u624b\u7684\u53d1\u5c55\u8d8b\u52bf\u3002\u8fd9\u6837\uff0c\u54c1\u724c\u5c31\u80fd\u4f7f\u81ea\u5df1\u5904\u4e8e\u9002\u5e94\u4e0d\u65ad\u53d8\u5316\u7684\u5e02\u573a\u6761\u4ef6\u7684\u4f4d\u7f6e\u3002.<\/p>\n<p>\u6700\u540e, <em>\u8428\u59c6-\u6c64\u59c6\u6797\u68ee<\/em> \u8bf4\u8425\u9500\u4eba\u5458\u5fc5\u987b\u8fd0\u7528\u5e38\u8bc6\u3002\u4eba\u5de5\u667a\u80fd\u3001\u81ea\u52a8\u5316\u548c\u7b97\u6cd5\u975e\u5e38\u64c5\u957f\u6309\u7167\u4f60\u7684\u8981\u6c42\u53bb\u505a\u3002\u56e0\u6b64\uff0c\u5982\u679c\u4f60\u76f2\u76ee\u542c\u4ece\u4eba\u5de5\u667a\u80fd\u7684\u5efa\u8bae\uff0c\u5c31\u4f1a\u7ed9\u4f60\u7684\u8425\u9500\u6d3b\u52a8\u5e26\u6765\u5371\u9669\u3002\u5982\u679c\u67d0\u9879\u6280\u672f\u65e0\u6cd5\u5b9e\u73b0\u9884\u671f\u6548\u679c\uff0c\u90a3\u4e48\u8bf7\u5c06\u91cd\u70b9\u653e\u5728\u5b9e\u73b0\u5b9e\u9645\u4e1a\u52a1\u6210\u679c\u4e0a\uff0c\u800c\u4e0d\u662f\u9488\u5bf9\u8be5\u6280\u672f\u8fdb\u884c\u4f18\u5316\u3002\u505a\u5230\u8fd9\u4e00\u70b9\u7684\u65b9\u6cd5\u4e4b\u4e00\u5c31\u662f\u5c06\u5b9e\u9645\u4e1a\u52a1 data \u56de\u4f20\u7ed9\u7cfb\u7edf\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-6 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-margin-bottom-small:8px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:50;line-height:1.2;\">\u4eba\u5de5\u667a\u80fd\u662f\u5f53\u4eca\u65f6\u4ee3\u7684\u5fc5\u7136\u9009\u62e9<\/h2><\/div><div class=\"fusion-text fusion-text-9\"><p>\u603b\u4e4b\uff0c\"\u641c\u7d22\u4e4b\u53cb 2025 \"\u660e\u786e\u6307\u51fa\uff0c\u4eba\u5de5\u667a\u80fd\u4e0d\u518d\u662f\u4e00\u4e2a\u672a\u6765\u6982\u5ff5\uff0c\u800c\u662f\u5f53\u4eca\u4f01\u4e1a\u4fdd\u6301\u7ade\u4e89\u529b\u7684\u5fc5\u9700\u54c1\u3002\u867d\u7136\u4eba\u5de5\u667a\u80fd\u5728\u7b80\u5316\u6d41\u7a0b\u3001\u91ca\u653e\u65b0\u673a\u9047\uff0c\u751a\u81f3\u5f7b\u5e95\u6539\u53d8\u6574\u4e2a\u884c\u4e1a\u65b9\u9762\u5177\u6709\u5de8\u5927\u6f5c\u529b\uff0c\u4f46\u5176\u6709\u6548\u5b9e\u65bd\u9700\u8981\u79ef\u6781\u7684\u884c\u52a8\u548c\u6218\u7565\u601d\u7ef4\u3002\u5173\u952e\u7684\u4e00\u70b9\u662f\uff0c\u4e0d\u8981\u76f2\u76ee\u542c\u4ece\u4eba\u5de5\u667a\u80fd\u7684\u5efa\u8bae\uff0c\u800c\u662f\u8981\u5c06\u5176\u4f5c\u4e3a\u4e00\u79cd\u5de5\u5177\u52a0\u4ee5\u5229\u7528\uff0c\u4ee5\u63d0\u9ad8\u4eba\u7c7b\u7684\u4e13\u4e1a\u77e5\u8bc6\u548c\u51b3\u7b56\u80fd\u529b\u3002\u901a\u8fc7\u4e86\u89e3\u4eba\u5de5\u667a\u80fd\u80fd\u529b\u548c\u4eba\u7c7b\u884c\u4e3a\u7684\u7ec6\u5fae\u5dee\u522b\uff0c\u5e76\u4e13\u6ce8\u4e8e\u63d0\u4f9b\u771f\u6b63\u7684\u4e1a\u52a1\u6210\u679c\uff0c\u8425\u9500\u4eba\u5458\u53ef\u4ee5\u9a7e\u9a6d\u4e0d\u65ad\u53d8\u5316\u7684\u683c\u5c40\uff0c\u5e76\u786e\u4fdd\u5176\u6218\u7565\u4fdd\u6301\u76f8\u5173\u6027\u548c\u6709\u6548\u6027\u3002\u95ee\u9898\u4ecd\u7136\u662f\uff1a\u60a8\u5c06\u62e5\u62b1\u8fd9\u573a\u6280\u672f\u9769\u547d\uff0c\u8fd8\u662f\u5192\u7740\u88ab\u629b\u5728\u540e\u9762\u7684\u98ce\u9669\uff1f<\/p>\n<\/div><\/div><\/div><\/div><\/article><\/p>","protected":false},"excerpt":{"rendered":"<p>FOS2025 \u56de\u987e\uff1a\u641c\u7d22\u548c\u6570\u5b57\u8425\u9500\u4e2d\u7684 AI \u5bfc\u822a<\/p>","protected":false},"featured_media":442188,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[2999],"blog-language":[2991],"class_list":["post-418627","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-media-services","blog-language-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog\/418627","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/types\/blog"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media\/442188"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=418627"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=418627"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=418627"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}