{"id":509081,"date":"2025-04-25T12:48:05","date_gmt":"2025-04-25T11:48:05","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&#038;p=509081"},"modified":"2025-06-25T16:38:35","modified_gmt":"2025-06-25T15:38:35","slug":"an-innovators-approach-to-data-and-ai-in-travel-tourism-and-transportation-the-bridge-interview-of-florent-bernard-managing-partner-at-artefact","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/an-innovators-approach-to-data-and-ai-in-travel-tourism-and-transportation-the-bridge-interview-of-florent-bernard-managing-partner-at-artefact\/","title":{"rendered":"\u65c5\u884c\u3001\u65c5\u6e38\u548c\u4ea4\u901a\u9886\u57df\u7684 data \u548c\u4eba\u5de5\u667a\u80fd\u521b\u65b0\u8005\uff1aManaging Partner \u5728 Artefact \u7684 \"\u6865 \"\u91c7\u8bbf Florent Bernard"},"content":{"rendered":"<article class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 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-0 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-video fusion-youtube\" style=\"--awb-max-width:670px;--awb-max-height:377px;--awb-align-self:center;--awb-width:100%;\"><div class=\"video-shortcode\"><div class=\"fluid-width-video-wrapper\" style=\"padding-top:56.27%;\" ><iframe title=\"YouTube \u89c6\u9891\u64ad\u653e\u5668 1\" src=\"https:\/\/www.youtube.com\/embed\/rjJWzGGlCiM?wmode=transparent&autoplay=0\" width=\"670\" height=\"377\" allowfullscreen allow=\"autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture;\"><\/iframe><\/div><\/div><\/div><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\"><div class=\"awb-button-text-transition  awb-button__hover-content--centered\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">\u6536\u542c\u64ad\u5ba2<\/span><span class=\"fusion-button-text awb-button__text awb-button__text--default\">\u6536\u542c\u64ad\u5ba2<\/span><\/div><\/a><\/div><div class=\"fusion-text fusion-text-1\" 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><a href=\"https:\/\/www.linkedin.com\/in\/florentbernard\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u5f17\u6d1b\u6717-\u8d1d\u5c14\u7eb3<\/span><\/a><span style=\"font-weight: 400;\"> \u662f Managing Partner \u548c Artefact \u65c5\u884c\u3001\u65c5\u6e38\u548c\u8fd0\u8f93\u4e1a\u52a1\u7684\u5168\u7403\u8054\u5408\u8d1f\u8d23\u4eba\u3002\u81ea 2022 \u5e74 9 \u6708\u52a0\u5165\u516c\u53f8\u4ee5\u6765\uff0c\u4ed6\u4e00\u76f4\u662f Artefact \u5927\u578b data \u8f6c\u578b\u9879\u76ee\u7684\u5e26\u5934\u4eba\uff0c\u4e3a\u4ee5\u4e0b\u5ba2\u6237\u63d0\u4f9b\u652f\u6301 <\/span><a href=\"https:\/\/www.linkedin.com\/company\/accor\/posts\/?feedView=all\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u96c5\u9ad8<\/span><\/a><span style=\"font-weight: 400;\">, Groupe Barri\u00e8re\u3001, <\/span><a href=\"https:\/\/www.linkedin.com\/company\/vinci-airports\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">VINCI \u673a\u573a<\/span><\/a><span style=\"font-weight: 400;\">,<\/span><a href=\"https:\/\/www.linkedin.com\/company\/air-france\/\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">\u6cd5\u56fd\u822a\u7a7a\u516c\u53f8<\/span><\/a><span style=\"font-weight: 400;\">, \u548c <\/span><a href=\"https:\/\/www.linkedin.com\/company\/sncf\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u6cd5\u56fd\u56fd\u5bb6\u94c1\u8def\u516c\u53f8<\/span><\/a><span style=\"font-weight: 400;\"> \u91cd\u65b0\u786e\u5b9a\u5176 data \u6218\u7565\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Florent \u62e5\u6709\u6b27\u6d32\u5de5\u5546\u7ba1\u7406\u5b66\u9662 (INSEAD) \u5de5\u5546\u7ba1\u7406\u7855\u58eb\u5b66\u4f4d\u548c\u82cf\u9ece\u4e16\u8054\u90a6\u7406\u5de5\u5b66\u9662 (ETH Z\u00fcrich) \u5de5\u7a0b\u5b66\u6559\u80b2\u80cc\u666f\uff0c\u5c06\u6218\u7565\u4e13\u957f\u4e0e\u6df1\u539a\u7684\u6280\u672f\u80cc\u666f\u878d\u4e3a\u4e00\u4f53\u3002\u4ed6\u66fe\u5c31\u804c\u4e8e\u9ea6\u80af\u9521\u516c\u53f8\u7684\u6570\u5b57\u5b9e\u8df5\u90e8\u95e8\uff0c\u5e76\u5728\u5efa\u7b51\u9886\u57df\u62e5\u6709\u521b\u4e1a\u7ecf\u9a8c\u3002.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u5728 The Bridge \u5bf9 Modality \u548c Dataveyes \u8054\u5408\u521b\u59cb\u4eba\u517c\u9996\u5e2d\u6267\u884c\u5b98 Caroline Goulard \u7684\u91c7\u8bbf\u4e2d\uff0cFlorent \u8ba8\u8bba\u4e86 data \u5728\u5f53\u4eca\u65c5\u884c\u548c\u65c5\u6e38\u4e1a\u4e2d\u7684\u5e94\u7528\uff1a<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u7edf\u4e00\u7684 data \u67b6\u6784\uff1b;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u9884\u6d4b\u5206\u6790\uff1b;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data \u65e0\u5c18\u5ba4\u3001CDP\u3001\u5185\u5bb9\u7ba1\u7406\u5e73\u53f0\uff1b;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u822a\u7ebf\u4f18\u5316\uff1a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u589e\u5f3a\u5ba2\u6237\u4f53\u9a8c\u3002.<\/span><\/li>\n<\/ul>\n<\/div><div class=\"fusion-title title fusion-title-1 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;\">\u4ece data \u91c7\u96c6\u5230\u667a\u80fd\u51b3\u7b56<\/h2><\/div><div class=\"fusion-text fusion-text-2\" 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;\">\u65c5\u884c\u548c\u8fd0\u8f93\u90e8\u95e8\u9762\u4e34\u7684\u6700\u5927\u6311\u6218\u4e4b\u4e00\u4e0d\u4ec5\u4ec5\u662f\u6536\u96c6 data\uff0c\u8fd8\u8981\u4f7f\u5176 <\/span><b>\u53ef\u7528<\/b><span style=\"font-weight: 400;\">. .\u5404\u7ec4\u7ec7\u5f80\u5f80\u5728\u652f\u79bb\u7834\u788e\u7684 data \u751f\u6001\u7cfb\u7edf\u4e2d\u6323\u624e\uff1a\u591a\u4e2a\u9057\u7559\u7cfb\u7edf\u3001data \u5b64\u5c9b\u3001\u4e0d\u4e00\u81f4\u7684\u6cbb\u7406\u7ed3\u6784\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u9700\u8981\u5efa\u7acb\u4e00\u4e2a <\/span><b>\u7edf\u4e00\u7684 data \u7ed3\u6784<\/b><span style=\"font-weight: 400;\"> \u80fd\u591f\u8fdb\u884c\u5b9e\u65f6\u96c6\u6210\u548c\u9ad8\u7ea7\u5206\u6790\u7684\u7cfb\u7edf\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u5176\u6838\u5fc3\u91cd\u70b9\u662f\u5e2e\u52a9\u4f01\u4e1a\u4ece\u57fa\u672c\u62a5\u544a\u5de5\u5177\u8fc7\u6e21\u5230\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u51b3\u7b56\u3002Florent \u56e2\u961f\u4e0e\u5ba2\u6237\u4e00\u8d77\u5b9e\u65bd <\/span><b>\u9884\u6d4b\u5206\u6790<\/b><span style=\"font-weight: 400;\">, <\/span><b>\u9700\u6c42\u9884\u6d4b<\/b><span style=\"font-weight: 400;\">, \u548c <\/span><b>\u52a8\u6001\u5b9a\u4ef7<\/b><span style=\"font-weight: 400;\"> \u6a21\u578b\uff0c\u786e\u4fdd data \u4e0d\u4ec5\u5177\u6709\u5386\u53f2\u6027\uff0c\u800c\u4e14\u5177\u6709\u524d\u77bb\u6027\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4f8b\u5982\uff0cArtefact \u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u652f\u6301\u5927\u578b\u822a\u7a7a\u516c\u53f8\u4f18\u5316\u6536\u76ca\u7ba1\u7406 <\/span><b>\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u9700\u6c42\u611f\u77e5<\/b><span style=\"font-weight: 400;\">. .\u201cFlorent \u6307\u51fa\uff1a\u201d\u901a\u8fc7\u6574\u5408\u5929\u6c14\u6a21\u5f0f\u3001\u7ade\u4e89\u5bf9\u624b\u5b9a\u4ef7\u548c\u5b8f\u89c2\u7ecf\u6d4e\u8d8b\u52bf\u7b49\u5916\u90e8\u4fe1\u53f7\uff0c\u6211\u4eec\u53ef\u4ee5\u52a0\u5f3a\u5b9a\u4ef7\u7b56\u7565\uff0c\u63d0\u9ad8\u5ea7\u4f4d\u5360\u7528\u7387\u3002.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u8981\u5145\u5206\u5229\u7528 data \u7684\u5f3a\u5927\u529f\u80fd\uff0c\u4f01\u4e1a\u9700\u8981\u4e09\u4e2a\u6280\u672f\u6784\u4ef6\uff1a<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data \u65e0\u5c18\u5ba4<\/b><span style=\"font-weight: 400;\">:\u5728\u5b89\u5168\u7684\u73af\u5883\u4e2d\uff0c\u591a\u65b9\u53ef\u4ee5\u5206\u6790\u548c\u5171\u4eab\u533f\u540d data\uff0c\u800c\u4e0d\u4f1a\u66b4\u9732\u4e2a\u4eba\u8eab\u4efd\u4fe1\u606f (PII)\uff0c\u8fd9\u5bf9\u7b26\u5408\u9690\u79c1\u6807\u51c6\u7684\u534f\u4f5c\u81f3\u5173\u91cd\u8981\u3002.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u5ba2\u6237 Data \u5e73\u53f0\uff08CDP\uff09<\/b><span style=\"font-weight: 400;\">:\u7edf\u4e00\u6765\u81ea\u591a\u4e2a\u63a5\u89e6\u70b9\u7684\u5ba2\u6237 data \u7cfb\u7edf\uff0c\u5b9e\u73b0\u66f4\u7cbe\u786e\u7684\u7ec6\u5206\u548c\u4e2a\u6027\u5316\u8425\u9500\u3002.<\/span><\/li>\n<\/ol>\n<p><b>\u540c\u610f\u7ba1\u7406\u5e73\u53f0<\/b><span style=\"font-weight: 400;\">:\u786e\u4fdd\u5ba2\u6237 data \u7684\u6536\u96c6\u548c\u5904\u7406\u7b26\u5408\u5168\u7403 data \u9690\u79c1\u6cd5\u89c4\uff08\u5982 GDPR\uff09\u7684\u5de5\u5177\u3002.<\/span><\/p>\n<\/div><div class=\"fusion-title title fusion-title-2 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;\">\u4ee5\u4eba\u5de5\u667a\u80fd\u4e3a\u52a8\u529b\u7684\u4f18\u5316\uff1a\u517c\u987e\u6548\u7387\u548c\u53ef\u6301\u7eed\u6027<\/h2><\/div><div class=\"fusion-text fusion-text-3\" 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;\">\u4eba\u5de5\u667a\u80fd\u5728\u65c5\u6e38\u4e1a\u7684\u591a\u79cd\u5e94\u7528\u6848\u4f8b\u4e2d\u90fd\u5177\u6709\u6f5c\u529b\uff1a\u00a0<\/span><\/p>\n<p><b>\u9884\u6d4b\u6027\u7ef4\u62a4<\/b><span style=\"font-weight: 400;\">:\u5bf9\u4e8e\u94c1\u8def\u8fd0\u8425\u5546\u548c\u822a\u7a7a\u516c\u53f8\u6765\u8bf4\uff0c\u8ba1\u5212\u5916\u7ef4\u62a4\u4f1a\u5bfc\u81f4\u5ef6\u8bef\u3001\u6210\u672c\u589e\u52a0\u548c\u5ba2\u6237\u4e0d\u6ee1\u3002\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u53ef\u4ee5 <\/span><b>\u9884\u6d4b\u7ec4\u4ef6\u6545\u969c<\/b><span style=\"font-weight: 400;\"> \u5728\u95ee\u9898\u53d1\u751f\u4e4b\u524d\uff0c\u4f01\u4e1a\u5c31\u80fd\u91c7\u53d6\u79ef\u6781\u63aa\u65bd\uff0c\u5e76 <\/span><b>\u51cf\u5c11\u505c\u673a\u65f6\u95f4\u3002.<\/b><\/p>\n<p><b>\u4f18\u5316\u98de\u884c\u8def\u7ebf<\/b><span style=\"font-weight: 400;\">:\u4eba\u5de5\u667a\u80fd\u53ef\u4ee5\u5e2e\u52a9\u822a\u7a7a\u516c\u53f8\u5728\u51c6\u70b9\u7387\u548c\u71c3\u6cb9\u6548\u7387\u4e4b\u95f4\u6743\u8861\u5229\u5f0a\u3002\u4eba\u5de5\u667a\u80fd\u53ef\u4ee5\u5e2e\u52a9\u822a\u7a7a\u516c\u53f8\u4f18\u5316\u52a0\u901f\u4ee5\u907f\u514d\u4ee3\u4ef7\u9ad8\u6602\u7684\u5ef6\u8bef\uff0c\u6216\u63a5\u53d7\u8f7b\u5fae\u5ef6\u8bef\u4ee5\u8282\u7701\u71c3\u6cb9\u4e4b\u95f4\u7684\u5e73\u8861\u3002.\u00a0<\/span><\/p>\n<p><b>\u70df\u971e<\/b><span style=\"font-weight: 400;\">:\u70df\u4e91\u662f\u98de\u673a\u540e\u9762\u7684\u767d\u8272\u6761\u7eb9\uff0c\u7ea6\u5360\u822a\u7a7a\u78b3\u8db3\u8ff9\u7684\u4e09\u5206\u4e4b\u4e00\u3002\u4eba\u5de5\u667a\u80fd\u5df2\u7ecf\u8bc1\u660e\uff0c\u901a\u8fc7\u6839\u636e\u5927\u6c14\u6761\u4ef6\u8c03\u6574\u98de\u884c\u9ad8\u5ea6\uff0c\u822a\u7a7a\u516c\u53f8\u53ef\u4ee5\u5c06\u70df\u4e91\u7684\u5f62\u6210\u51cf\u5c11\u4e00\u534a\uff0c\u800c\u71c3\u6599\u6d88\u8017\u4ec5\u7565\u6709\u589e\u52a0\u3002. <\/span><\/p>\n<\/div><div class=\"fusion-title title fusion-title-3 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;\">\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff1a\u63d0\u5347\u65c5\u5ba2\u4f53\u9a8c<\/h2><\/div><div class=\"fusion-text fusion-text-4\" 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;\">\u867d\u7136\u4eba\u5de5\u667a\u80fd\u7684\u8ba8\u8bba\u4e3b\u8981\u96c6\u4e2d\u5728\u8fd0\u8425\u6548\u7387\u65b9\u9762\uff0c\u4f46\u751f\u6210\u6027\u4eba\u5de5\u667a\u80fd\u5728\u4ee5\u4e0b\u65b9\u9762\u4e5f\u53d1\u6325\u7740\u91cd\u8981\u4f5c\u7528<\/span><b> \u6539\u5584\u5ba2\u6237\u4f53\u9a8c<\/b><span style=\"font-weight: 400;\">. .\u5f17\u6d1b\u4f26\u7279\u786e\u8ba4 <\/span><b>\u5173\u952e\u65f6\u523b<\/b> <b>\u65c5\u884c\u8005\u4e4b\u65c5<\/b><span style=\"font-weight: 400;\"> \u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6b63\u5728\u4ea7\u751f\u5f71\u54cd\uff1a<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u65c5\u884c\u7075\u611f<\/b><span style=\"font-weight: 400;\">:\u4eba\u5de5\u667a\u80fd\u53ef\u4ee5\u6839\u636e\u7528\u6237\u7684\u9884\u7b97\u3001\u65c5\u884c\u504f\u597d\u548c\u9650\u5236\u6761\u4ef6\u63d0\u4f9b\u4e2a\u6027\u5316\u7684\u65c5\u884c\u5efa\u8bae\u3002\u201c\u4f8b\u5982\uff0c\u65c5\u884c\u8005\u53ef\u80fd\u4f1a\u95ee\uff1a\u2018\u6211\u6709 800 \u6b27\u5143\uff0c\u4e09\u5929\u65f6\u95f4\uff0c\u60f3\u4f4f\u5728 200 \u516c\u91cc\u4ee5\u5185\uff0c\u6211\u5e94\u8be5\u53bb\u54ea\u91cc\uff1f.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u65c5\u884c\u63f4\u52a9<\/b>:\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u865a\u62df\u52a9\u7406\u53ef\u4ee5\u5b9e\u65f6\u56de\u590d\u5ba2\u6237\u7684\u8be2\u95ee\uff0c\u56de\u7b54 \u201c\u884c\u674e\u653f\u7b56\u662f\u4ec0\u4e48\uff1f\u201d\u6216 \u201c\u9000\u6b3e\u89c4\u5219\u662f\u4ec0\u4e48\uff1f\u201d\u7b49\u95ee\u9898\u3002\u4f5c\u4e3a\u6570\u5b57\u95e8\u623f\uff0c\u5b83\u4eec\u53ef\u4ee5\u63d0\u4f9b\u4e2a\u6027\u5316\u7684\u9910\u5385\u548c\u6d3b\u52a8\u63a8\u8350\uff0c\u751a\u81f3\u63d0\u4f9b\u7ffb\u8bd1\u670d\u52a1\u3002\u4f7f\u7528\u5b83\u4eec\u53ef\u4ee5\u7f29\u77ed\u54cd\u5e94\u65f6\u95f4\uff0c\u63d0\u9ad8\u5ba2\u6237\u6ee1\u610f\u5ea6\u3002.<\/li>\n<\/ul>\n<\/div><div class=\"fusion-title title fusion-title-4 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;\">\u6253\u7834\u91c7\u7528\u4eba\u5de5\u667a\u80fd\u7684\u969c\u788d<\/h2><\/div><div class=\"fusion-text fusion-text-5\" 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;\">\u867d\u7136\u4eba\u5de5\u667a\u80fd\u9a71\u52a8 data \u8f6c\u578b\u7684\u597d\u5904\u663e\u800c\u6613\u89c1\uff0c\u4f46\u8bb8\u591a\u7ec4\u7ec7\u5728\u5b9e\u65bd\u8fc7\u7a0b\u4e2d\u5374\u9762\u4e34\u7740\u5de8\u5927\u969c\u788d\u3002. <\/span><b>\u4e00\u4e2a\u4e3b\u8981\u6311\u6218\u662f\u53d8\u9769\u7684\u963b\u529b\u3002.<\/b><span style=\"font-weight: 400;\"> \u201c\u4eba\u4eec\u5e38\u5e38\u62c5\u5fc3\u4eba\u5de5\u667a\u80fd\u4f1a\u53d6\u4ee3\u5de5\u4f5c\uff0c\u4f46\u5b9e\u9645\u4e0a\uff0c\u4eba\u5de5\u667a\u80fd\u53ef\u4ee5\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\u3002<\/span> <span style=\"font-weight: 400;\">Florent \u6307\u51fa\uff1a\u201d\u6211\u4eec\u7684\u91cd\u8981\u804c\u8d23\u662f\u6307\u5bfc\u4f01\u4e1a\u5b8c\u6210\u8fd9\u4e00\u8fc7\u6e21\uff0c\u786e\u4fdd\u5728\u91c7\u7528\u6280\u672f\u7684\u540c\u65f6\u8fdb\u884c\u57f9\u8bad\u548c\u6587\u5316\u53d8\u9769\u3002\u201c\u6211\u4eec\u7684\u4e00\u9879\u91cd\u8981\u804c\u8d23\u5c31\u662f\u5f15\u5bfc\u4f01\u4e1a\u5b8c\u6210\u8fd9\u4e00\u8f6c\u53d8\uff0c\u786e\u4fdd\u5728\u91c7\u7528\u6280\u672f\u7684\u540c\u65f6\u8fdb\u884c\u57f9\u8bad\u548c\u6587\u5316\u53d8\u9769\u3002\u201d<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u53e6\u4e00\u4e2a\u5e38\u89c1\u7684\u6311\u6218\u662f\u9075\u5b88\u6cd5\u89c4\uff0c\u7279\u522b\u662f\u5728\u822a\u7a7a\u7b49\u884c\u4e1a\uff0c\u56e0\u4e3a\u5728\u8fd9\u4e9b\u884c\u4e1a\u4e2d <\/span><b>data \u5b89\u5168\u548c\u9690\u79c1<\/b><span style=\"font-weight: 400;\"> \u8fd9\u4e00\u70b9\u81f3\u5173\u91cd\u8981\u3002Florent \u4e0e\u5ba2\u6237\u5bc6\u5207\u5408\u4f5c\uff0c\u786e\u4fdd\u4eba\u5de5\u667a\u80fd\u90e8\u7f72\u7b26\u5408\u884c\u4e1a\u6807\u51c6\uff0c\u5e76\u9075\u5b88\u4e25\u683c\u7684\u7ba1\u7406\u653f\u7b56\u3002.<\/span><\/p>\n<\/div><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;\">\u4eba\u5de5\u667a\u80fd\u5728\u65c5\u6e38\u4e1a\u4e2d\u7684\u672a\u6765<\/h2><\/div><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><span style=\"font-weight: 400;\">\u65c5\u6e38\u4e1a\u7684 data \u548c\u4eba\u5de5\u667a\u80fd\u8f6c\u578b\u4e4b\u8def\u624d\u521a\u521a\u5f00\u59cb\u3002Florent \u9884\u6d4b\uff0c\u4eba\u5de5\u667a\u80fd\u5c06\u4e0e\u4f20\u611f\u5668\u548c\u667a\u80fd\u6444\u50cf\u5934\u7b49\u7269\u8054\u7f51\u8bbe\u5907\u8fdb\u4e00\u6b65\u878d\u5408\uff0c\u4ece\u800c\u5b9e\u73b0\u5bf9\u5ba2\u6d41\u7684\u5b9e\u65f6\u8ddf\u8e2a\u3001\u81ea\u52a8\u503c\u673a\u4f53\u9a8c\uff0c\u751a\u81f3\u66f4\u667a\u80fd\u7684\u57ce\u5e02\u4ea4\u901a\u89e3\u51b3\u65b9\u6848\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u201c\u6211\u4eec\u6b63\u5728\u8fc8\u5411\u8fd9\u6837\u4e00\u4e2a\u4e16\u754c\uff1a\u65c5\u884c\u7684\u65b9\u65b9\u9762\u9762\u90fd\u5c06 <\/span><b>\u8d85\u4e2a\u6027\u5316<\/b><span style=\"font-weight: 400;\"> \u5e76\u901a\u8fc7\u4eba\u5de5\u667a\u80fd\u8fdb\u884c\u4f18\u5316\uff0c\u201d\u4ed6\u8bf4\u3002\u201c\u8d62\u5bb6\u5c06\u662f\u90a3\u4e9b\u4e0d\u4ec5\u6536\u96c6 data \u800c\u4e14\u771f\u6b63\u5229\u7528\u5b83\u7684\u4eba <\/span><b>\u63d0\u5347\u5ba2\u6237\u4f53\u9a8c\u548c\u8fd0\u8425\u6548\u7387<\/b><span style=\"font-weight: 400;\">.\u201d<\/span><\/p>\n<\/div><\/div><\/div><\/div><\/article>","protected":false},"excerpt":{"rendered":"<p>\u5f17\u6d1b\u6717\u00b7\u4f2f\u7eb3\u5fb7\uff08Florent Bernard\uff09\u662fManaging Partner\u516c\u53f8Artefact\u90e8\u95e8\u65c5\u6e38\u3001\u65c5\u6e38\u4e1a\u4e0e\u4ea4\u901a\u8fd0\u8f93\u4e1a\u52a1\u7ebf\u7684\u5168\u7403\u8054\u5408\u8d1f\u8d23\u4eba\u3002 \u81ea2022\u5e749\u6708\u52a0\u5165\u516c\u53f8\u4ee5\u6765\uff0c\u4ed6\u4e00\u76f4\u4e3b\u5bfcArtefact\u5728\u5927\u578bdata\u8f6c\u578b\u9879\u76ee\u4e2d\u7684\u5de5\u4f5c\uff0c\u534f\u52a9\u96c5\u9ad8\u96c6\u56e2\u3001\u5df4\u91cc\u8036\u5c14\u96c6\u56e2\u3001 VINCI\u673a\u573a\u3001\u6cd5\u56fd\u822a\u7a7a\u548c\u6cd5\u56fd\u56fd\u5bb6\u94c1\u8def\u516c\u53f8\u7b49\u5ba2\u6237\u91cd\u65b0\u5236\u5b9a\u5176data\u6218\u7565\u3002.<\/p>","protected":false},"featured_media":707454,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[21937,22035],"blog-language":[2991],"class_list":["post-509081","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-tourism-travel-transportation","blog-category-data-ai-consulting","blog-language-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog\/509081","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\/707454"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=509081"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=509081"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=509081"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}