{"id":85043,"date":"2023-11-28T13:15:14","date_gmt":"2023-11-28T13:15:14","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&#038;p=85043"},"modified":"2024-09-20T17:46:00","modified_gmt":"2024-09-20T16:46:00","slug":"making-the-most-of-limited-data-with-ai-and-modelling","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/making-the-most-of-limited-data-with-ai-and-modelling\/","title":{"rendered":"\u901a\u8fc7\u4eba\u5de5\u667a\u80fd\u548c\u5efa\u6a21\u5145\u5206\u5229\u7528\u6709\u9650\u7684 data"},"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_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:50%;--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\/2023\/01\/Angelo-Cappa-square.png\" 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;\">\u5b89\u6770\u6d1b-\u5361\u5e15<\/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>\u9ad8\u7ea7 Data \u4e0e\u5206\u6790\u987e\u95ee<\/p>\n<\/div><div class=\"fusion-text fusion-text-2 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><a href=\"https:\/\/www.linkedin.com\/in\/acappa\/\" target=\"_blank\" rel=\"noopener\">ARTEFACT \u6bd4\u5229\u65f6<\/a><\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:50%;--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-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;\">\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\/2023\/11\/Karst-Pullens-1-scaled.jpg\" 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-4 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;\">\u5361\u65af\u7279-\u666e\u4f26\u65af<\/h3><\/div><div class=\"fusion-text fusion-text-3 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>\u9ad8\u7ea7 Data \u4e0e\u5206\u6790\u987e\u95ee<\/p>\n<\/div><div class=\"fusion-text fusion-text-4 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><a href=\"https:\/\/www.linkedin.com\/in\/karstpullens\/\" target=\"_blank\" rel=\"noopener\">ARTEFACT \u6bd4\u5229\u65f6<\/a><\/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=\"--link_color: var(--awb-color6);--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:var(--awb-color1);--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-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-5 description\" style=\"--awb-text-color:var(--awb-color5);--awb-text-font-family:&quot;PT Serif&quot;;--awb-text-font-style:normal;--awb-text-font-weight:400;\"><p>\u5728\u6570\u5b57\u5206\u6790\u7684\u65e9\u671f\uff0c\u9690\u79c1\u7684\u6982\u5ff5\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u88ab\u5ffd\u89c6\u4e86\u3002\u4f46\u5982\u4eca\uff0c\u9690\u79c1\u53d8\u5f97\u8d8a\u6765\u8d8a\u91cd\u8981\uff0c\u8fd9\u4e5f\u662f\u7406\u6240\u5f53\u7136\u7684\uff1a\u5927\u591a\u6570\u6d88\u8d39\u8005\u4e0d\u518d\u5e0c\u671b\u81ea\u5df1\u7684\u4e00\u4e3e\u4e00\u52a8\uff08\u6570\u5b57\uff09\u5728\u672a\u7ecf\u540c\u610f\u7684\u60c5\u51b5\u4e0b\u88ab\u8ddf\u8e2a\u3002\u867d\u7136\u8fd9\u8ba9\u6211\u4eec\u4f5c\u4e3a\u8425\u9500\u4eba\u5458\u548c data \u5206\u6790\u5e08\u7684\u751f\u6d3b\u66f4\u5177\u6311\u6218\u6027\uff0c\u4f46\u6211\u4eec\u6b63\u5728\u8d70\u5411\u4e00\u4e2a\u5c0a\u91cd\u6700\u7ec8\u7528\u6237\u9690\u79c1\u7684\u73af\u5883\uff0c\u8fd9\u662f\u4e00\u4ef6\u597d\u4e8b\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=\"--link_color: var(--awb-color6);--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:var(--awb-color1);--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-3 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-6\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u968f\u7740\u65b0\u6cd5\u89c4\u7684\u751f\u6548\uff0c\u4f01\u4e1a\u5728\u6536\u96c6 data \u5185\u5bb9\u3001\u6536\u96c6\u539f\u56e0\u548c\u4f7f\u7528\u65b9\u5f0f\u65b9\u9762\u5fc5\u987b\u505a\u5230\u900f\u660e\u3002\u6b64\u5916\uff0c\u7528\u6237\u9700\u8981\u80fd\u591f\u50cf\u9009\u62e9\u52a0\u5165\u4e00\u6837\u65b9\u4fbf\u5730\u9000\u51fa\u8fd9\u4e9b\u6761\u6b3e\u3002\u56e0\u6b64\uff0c\u8425\u9500\u4eba\u5458\u9762\u4e34\u7740\u53ef\u4f7f\u7528\u7684\u540c\u610f first-party data \u5927\u5e45\u51cf\u5c11\u7684\u95ee\u9898\u3002.<\/p>\n<p>\u6211\u4eec\u76f8\u4fe1\uff0c\u4f7f\u7528\u6781\u5c11\u91cf\u7ecf\u540c\u610f\u7684 first-party data \u6570\u636e\u6765\u5efa\u7acb\u4eba\u5de5\u667a\u80fd\u7ed3\u679c\u6a21\u578b\u662f\u672a\u6765\u7684\u53d1\u5c55\u8d8b\u52bf\u3002\u8fd9\u610f\u5473\u7740\u8981\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u6765\u5efa\u7acb\u6a21\u578b\uff0c\u4ee5\u4fbf\u4ece\u5c11\u91cf\u7684 data \u6570\u636e\u96c6\u4e2d\u83b7\u5f97\u6d1e\u5bdf\u529b\u3002.<\/p>\n<p>\u4e0b\u9762\u662f\u4e00\u4e9b\u5177\u4f53\u7684\u4f8b\u5b50\uff1a<\/p>\n<\/div><ul style=\"--awb-iconcolor:var(--awb-color7);--awb-textcolor:var(--awb-color7);--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\">\n<p><strong>\u9884\u6d4b\u5ba2\u6237\u6d41\u5931\u7387<\/strong>\u4eba\u5de5\u667a\u80fd\u6a21\u578b\uff1a\u901a\u8fc7\u4f7f\u7528\u5404\u79cd data \u70b9\uff0c\u5982\u5ba2\u6237\u8d2d\u4e70\u5386\u53f2\u3001\u7f51\u7ad9\u53c2\u4e0e\u548c\u5ba2\u6237\u652f\u6301\u4e92\u52a8\uff0c\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u53ef\u4ee5\u9884\u6d4b\u54ea\u4e9b\u5ba2\u6237\u6700\u6709\u53ef\u80fd\u6d41\u5931\u3002\u4f01\u4e1a\u53ef\u4ee5\u5229\u7528\u8fd9\u4e9b\u4fe1\u606f\u6709\u9488\u5bf9\u6027\u5730\u5f00\u5c55\u633d\u7559\u6d3b\u52a8\uff0c\u4ece\u800c\u6709\u671b\u7559\u4f4f\u5ba2\u6237\u3002.<\/p>\n<\/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\">\n<p><strong>\u786e\u5b9a\u5ba2\u6237\u7fa4<\/strong>\u4eba\u5de5\u667a\u80fd\uff1a\u5e2e\u52a9\u4f01\u4e1a\u66f4\u6709\u6548\u5730\u786e\u5b9a\u8425\u9500\u548c\u9500\u552e\u76ee\u6807\uff0c\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u53ef\u4ee5\u6839\u636e\u5ba2\u6237\u7684\u4eba\u53e3\u7edf\u8ba1\u3001\u5174\u8da3\u548c\u884c\u4e3a\u6765\u8bc6\u522b\u5ba2\u6237\u7fa4\u3002\u8fd9\u53ef\u4ee5\u901a\u8fc7\u5404\u79cd data \u70b9\u6765\u5b9e\u73b0\uff0c\u5982\u5ba2\u6237\u8d2d\u4e70\u5386\u53f2\u3001\u7f51\u7ad9\u53c2\u4e0e\u5ea6\u548c\u793e\u4ea4\u5a92\u4f53\u6d3b\u52a8\u3002.<\/p>\n<\/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\">\n<p><strong>\u4e2a\u6027\u5316\u4ea7\u54c1\u63a8\u8350<\/strong>:\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u53ef\u7528\u4e8e\u4e3a\u6bcf\u4f4d\u5ba2\u6237\u63d0\u4f9b\u4e2a\u6027\u5316\u7684\u4ea7\u54c1\u63a8\u8350\u3002\u8fd9\u53ef\u4ee5\u5e2e\u52a9\u4f01\u4e1a\u589e\u52a0\u9500\u552e\u989d\uff0c\u63d0\u9ad8\u5ba2\u6237\u6ee1\u610f\u5ea6\u3002\u8fd9\u53ef\u4ee5\u5229\u7528\u5404\u79cd data \u70b9\u6765\u5b9e\u73b0\uff0c\u5982\u5ba2\u6237\u8d2d\u4e70\u5386\u53f2\u3001\u7f51\u7ad9\u53c2\u4e0e\u5ea6\u548c\u4ea7\u54c1\u8bc4\u8bba\u3002.<\/p>\n<\/div><\/li><\/ul><div class=\"fusion-text fusion-text-7\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p><span style=\"font-weight: 400;\">\u8fd9\u4e9b\u53ea\u662f\u4eba\u5de5\u667a\u80fd\u548c\u5efa\u6a21\u5982\u4f55\u5728\u4fdd\u62a4\u7528\u6237\u9690\u79c1\u7684\u540c\u65f6\uff0c\u5229\u7528\u6700\u5c11\u7684\u540c\u610f first-party data \u6765\u83b7\u5f97\u6709\u4ef7\u503c\u89c1\u89e3\u7684\u51e0\u4e2a\u4f8b\u5b50\u3002\u8981\u4e86\u89e3\u6709\u5173\u9690\u79c1\u548c data \u6536\u96c6\u7684\u66f4\u591a\u4fe1\u606f\uff0c\u8bf7\u9605\u8bfb\u4ee5\u4e0b\u5185\u5bb9 <\/span><a href=\"https:\/\/www.artefact.com\/zh\/blog\/data-privacy-today-why-its-essential-for-customers-and-business-success\/\"><span style=\"font-weight: 400;\">\u6761<\/span><\/a><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u7136\u800c\uff0c\u91cd\u8981\u7684\u662f\u8981\u8bb0\u4f4f\uff0c\u8fd9\u4e9b\u5de5\u5177\u7684\u597d\u574f\u53d6\u51b3\u4e8e\u5b83\u4eec\u6240\u8bad\u7ec3\u7684 data\u3002\u5982\u679c\u60a8\u60f3\u4ee5\u8d1f\u8d23\u4efb\u548c\u5408\u4e4e\u9053\u5fb7\u7684\u65b9\u5f0f\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u548c\u5efa\u6a21\uff0c\u60a8\u9996\u5148\u9700\u8981\u4e0e\u5ba2\u6237\u5efa\u7acb\u4fe1\u4efb\uff0c\u5e76\u4ee5\u900f\u660e\u548c\u5408\u4e4e\u9053\u5fb7\u7684\u65b9\u5f0f\u6536\u96c6 data\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u9700\u8981\u7262\u8bb0\u7684\u63d0\u793a\uff1a <\/span><\/p>\n<\/div><ul style=\"--awb-iconcolor:var(--awb-color7);--awb-textcolor:var(--awb-color7);--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\">\n<p><strong>\u6ce8\u91cd\u4e0e\u5ba2\u6237\u5efa\u7acb\u957f\u671f\u5173\u7cfb<\/strong>\u4ee5\u4fe1\u4efb\u548c\u5c0a\u91cd\u4e3a\u57fa\u7840\u3002\u8fd9\u610f\u5473\u7740\u5982\u4f55\u6536\u96c6\u3001\u4f7f\u7528\u548c\u4fdd\u62a4\u5ba2\u6237\u7684 data \u4fe1\u606f\u662f\u900f\u660e\u7684\u3002\u8fd9\u4e5f\u610f\u5473\u7740\u5ba2\u6237\u53ef\u4ee5\u63a7\u5236\u81ea\u5df1\u7684 data \u53ca\u5176\u4f7f\u7528\u65b9\u5f0f\u3002.<\/p>\n<\/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\">\n<p><strong>\u4ee5\u8d1f\u8d23\u4efb\u548c\u5408\u4e4e\u9053\u5fb7\u7684\u65b9\u5f0f\u4f7f\u7528 data<\/strong>\u8fd9\u610f\u5473\u7740\u4f7f\u7528 data \u6539\u5584\u5ba2\u6237\u4f53\u9a8c\u5e76\u89e3\u51b3\u5b9e\u9645\u95ee\u9898\u3002\u8fd9\u610f\u5473\u7740\u4f7f\u7528 data \u6539\u5584\u5ba2\u6237\u4f53\u9a8c\u5e76\u89e3\u51b3\u5b9e\u9645\u95ee\u9898\u3002\u8fd9\u4e5f\u610f\u5473\u7740\u8981\u6ce8\u610f data \u6536\u96c6\u548c\u4f7f\u7528\u7684\u6f5c\u5728\u8d1f\u9762\u5f71\u54cd\u3002.<\/p>\n<\/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\">\n<p><strong>\u5bf9 data \u7684\u6536\u96c6\u548c\u4f7f\u7528\u65b9\u6cd5\u4fdd\u6301\u900f\u660e<\/strong>:\u518d\u6b21\uff0c\u5bf9\u4e8e data \u6240\u6536\u96c6\u7684\u4fe1\u606f\u3001\u6536\u96c6\u4fe1\u606f\u7684\u539f\u56e0\u4ee5\u53ca\u5982\u4f55\u4f7f\u7528\u8fd9\u4e9b\u4fe1\u606f\u8981\u4fdd\u6301\u900f\u660e\u3002\u8fd9\u610f\u5473\u7740\u8981\u4ee5\u7b80\u6d01\u660e\u4e86\u7684\u65b9\u5f0f\u5411\u5ba2\u6237\u62ab\u9732\u8fd9\u4e9b\u4fe1\u606f\u3002.<\/p>\n<\/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\">\n<p><strong>\u5c3d\u53ef\u80fd\u4f7f\u7528\u533f\u540d\u548c\u6c47\u603b\u7684 data<\/strong>:\u8fd9\u5c06\u6709\u52a9\u4e8e\u4fdd\u62a4\u4e2a\u4eba\u7528\u6237\u7684\u9690\u79c1\u3002.<\/p>\n<\/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\">\n<p><strong>\u4f7f\u7528 data \u52a0\u5bc6<\/strong>\uff1a\u7528\u4e8e\u6240\u6709\u654f\u611f\u7684 data\uff0c\u5982\u4e2a\u4eba data \u548c\u8d22\u52a1 data\u3002\u8fd9\u5c06\u6709\u52a9\u4e8e\u4fdd\u62a4 data \u514d\u53d7\u672a\u7ecf\u6388\u6743\u7684\u8bbf\u95ee\u3002.<\/p>\n<\/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\">\n<p><strong>\u5b9e\u65bd data \u5b89\u5168\u63aa\u65bd<\/strong>\u4fdd\u62a4\uff1a\u4fdd\u62a4\u60a8\u6536\u96c6\u7684 data \u514d\u53d7\u7834\u574f\u548c\u76d7\u7a83\u3002\u8fd9\u5305\u62ec\u4f7f\u7528\u5f3a\u5bc6\u7801\u3001\u9632\u706b\u5899\u548c\u5165\u4fb5\u68c0\u6d4b\u7cfb\u7edf\u3002.<\/p>\n<\/div><\/li><\/ul><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u8fd4\u749e\u5f52\u771f\uff0c\u62e5\u62b1\u672a\u6765<\/h2><\/div><div class=\"fusion-text fusion-text-8\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u6570\u5b57 data \u4e00\u76f4\u90fd\u4e0d\u5b8c\u7f8e\uff0c\u4ee5\u540e\u4e5f\u4f1a\u5982\u6b64\u3002\u4f46\u6ca1\u5173\u7cfb\uff01\u8fd9\u53ea\u662f\u610f\u5473\u7740\uff0c\u5982\u679c\u6211\u4eec\u8fd8\u6ca1\u6709\u627e\u5230\u6709\u6548\u89e3\u51b3\u67d0\u4e2a\u95ee\u9898\u7684\u65b9\u6cd5\uff0c\u6211\u4eec\u53ef\u4ee5\u968f\u65f6\u91cd\u65b0\u5f00\u59cb\u3002\u91cd\u8981\u7684\u662f\u6539\u53d8\u6211\u4eec\u7684\u601d\u7ef4\u6a21\u5f0f\uff0c\u91c7\u7528\u65b0\u7684\u65b9\u6cd5\u6765\u8fdb\u884c\u6570\u5b57\u5206\u6790\uff1a\u8fd9\u79cd\u65b9\u6cd5\u66f4\u52a0\u5c0a\u91cd\u7528\u6237\u9690\u79c1\uff0c\u66f4\u52a0\u4e13\u6ce8\u4e8e\u89e3\u51b3\u73b0\u5b9e\u4e16\u754c\u4e2d\u7684\u95ee\u9898\uff0c\u66f4\u52a0\u5173\u6ce8\u6211\u4eec\u7684\u884c\u4e3a\u6240\u5e26\u6765\u7684\u610f\u5916\u540e\u679c\u3002.<\/p>\n<p>\u4e0e\u5176\u8bd5\u56fe\u5bfb\u627e\u65b0\u7684\u7a8d\u95e8\u3001\u6f0f\u6d1e\u548c\u5de5\u5177\u6765\u6536\u96c6\u5ba2\u6237 data\uff0c\u4e0d\u5982\u56de\u5f52\u672c\u8d28\u3002\u627f\u8ba4\u4f60\u4e0d\u53ef\u80fd\u4e86\u89e3\u5ba2\u6237\u7684\u6bcf\u4e00\u4e2a\u5c0f\u7ec6\u8282\u3002\u5b66\u4f1a\u5229\u7528\u4f60\u6240\u77e5\u9053\u7684\uff0c\u5e76\u501f\u52a9\u4eba\u5de5\u667a\u80fd\u548c\u5efa\u6a21\u7684\u529b\u91cf\u5bf9\u5176\u8fdb\u884c\u4f18\u5316\u3002\u4f46\u524d\u63d0\u662f\uff0c\u8fd9\u6837\u505a\u7684\u597d\u5904\u4e0d\u80fd\u4ec5\u9650\u4e8e\u4f60\u548c\u4f60\u7684\u516c\u53f8\u3002\u6b64\u5916\uff0c\u8fd8\u8981\u610f\u8bc6\u5230\u60a8\u7684\u884c\u4e3a\u4f1a\u5e26\u6765\u610f\u60f3\u4e0d\u5230\u7684\u540e\u679c\u3002\u5982\u679c\u60a8\u4f7f\u7528 data \u6765\u89e3\u51b3\u4e00\u4e2a\u95ee\u9898\uff0c\u8bf7\u6ce8\u610f\u5bf9\u5176\u4ed6\u9886\u57df\u7684\u6f5c\u5728\u8d1f\u9762\u5f71\u54cd\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-6 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">Artefact \u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u5f0f\u63d0\u4f9b\u5e2e\u52a9<\/h2><\/div><div class=\"fusion-text fusion-text-9\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u5bf9\u6211\u4eec\u6765\u8bf4\uff0cdata \u662f\u4ee5\u4eba\u4e3a\u672c\u7684\u3002\u8fd9\u4e00\u70b9\u6c38\u8fdc\u4e0d\u4f1a\u6539\u53d8\u3002\u5982\u679c\u60a8\u5728\u6570\u5b57\u8425\u9500\u548c\/\u6216\u6570\u5b57\u5206\u6790\u7684\u65b0\u65f6\u4ee3\u9700\u8981\u4e00\u70b9\uff08\u6216\u5f88\u591a\uff09\u5e2e\u52a9\uff0c\u8bf7\u968f\u65f6\u8054\u7cfb\u6211\u4eec\u3002\u6211\u4eec\u5c06\u52a9\u60a8\u6210\u529f\u3002\u6211\u4eec\u7684\u5de5\u4f5c\u65b9\u5f0f\u5305\u62ec<\/p>\n<\/div><ul style=\"--awb-iconcolor:var(--awb-color7);--awb-textcolor:var(--awb-color7);--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-3 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\">\n<p>\u5236\u5b9a\u7b26\u5408\u4e1a\u52a1\u76ee\u6807\u7684 data \u6218\u7565\uff1b;<\/p>\n<\/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\">\n<p>\u5b9e\u65bd data \u6536\u96c6\u548c\u7ba1\u7406\u6d41\u7a0b\uff1b;<\/p>\n<\/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\">\n<p>\u5229\u7528\u4eba\u5de5\u667a\u80fd\u548c\u5efa\u6a21\u4ece data \u4e2d\u83b7\u5f97\u6d1e\u5bdf\u529b\uff1b;<\/p>\n<\/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\">\n<p>\u5efa\u7acb\u548c\u7ef4\u62a4 data \u4eea\u8868\u677f\u548c reports\uff1b;<\/p>\n<\/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\">\n<p>\u57f9\u8bad\u548c\u652f\u6301\u4f60\u7684\u56e2\u961f\u3002.<\/p>\n<\/div><\/li><\/ul><\/div><\/div><\/div><\/article><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 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-background-color:var(--awb-color1);--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-4 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 ><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-1 fusion-button-default-span fusion-button-default-type button-primary-medium\" style=\"--button_text_transform:var(--awb-custom_typography_2-text-transform);--button_font_size:var(--awb-custom_typography_2-font-size);--button_line_height:var(--awb-custom_typography_2-line-height);--button_typography-letter-spacing:var(--awb-custom_typography_2-letter-spacing);--button_typography-font-family:var(--awb-custom_typography_2-font-family);--button_typography-font-weight:var(--awb-custom_typography_2-font-weight);--button_typography-font-style:var(--awb-custom_typography_2-font-style);\" target=\"_self\" data-hover=\"text_slide_down\" href=\"https:\/\/www.artefact.com\/zh\/contact-benelux\/\"><div class=\"awb-button-text-transition  awb-button__hover-content--centered\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">\u8054\u7cfb\u6211\u4eec<\/span><span class=\"fusion-button-text awb-button__text awb-button__text--default\">\u8054\u7cfb\u6211\u4eec<\/span><\/div><\/a><\/div><\/div><\/div><\/div><\/div><\/p>","protected":false},"excerpt":{"rendered":"<p>\u4e86\u89e3\u5982\u4f55\u901a\u8fc7\u4eba\u5de5\u667a\u80fd\u548c\u5efa\u6a21\u5229\u7528\u6709\u9650\u7684 first-party data\u3002. 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