	{"id":61112,"date":"2021-05-31T13:50:09","date_gmt":"2021-05-31T12:50:09","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=news&#038;p=61112"},"modified":"2024-09-20T17:42:23","modified_gmt":"2024-09-20T16:42:23","slug":"lia-au-service-de-la-prevision-en-grande-distribution-assister-la-decision-humaine-sans-sy-substituer","status":"publish","type":"news","link":"https:\/\/www.artefact.com\/zh\/news\/lia-au-service-de-la-prevision-en-grande-distribution-assister-la-decision-humaine-sans-sy-substituer\/","title":{"rendered":"IA au service de la pr\u00e9vision en grande distribution : assister la d\u00e9cision humaine sans s'y substituer"},"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\/2020\/11\/jerome-petit-.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-margin-bottom-small:8px;\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:20;line-height:1.2;\">\u6770\u7f57\u59c6-\u4f69\u8482\u7279<\/h3><\/div><div class=\"fusion-text fusion-text-1 article-author-description\" style=\"--awb-text-transform:none;\"><p>Managing Partner<\/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-margin-top:40px;--awb-margin-bottom:40px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-center 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-1 fusion_builder_column_1_1 1_1 fusion-flex-column fusion-flex-align-self-center fusion-column-inner-bg-wrapper\" style=\"--awb-padding-top:20px;--awb-padding-right:20px;--awb-padding-bottom:20px;--awb-padding-left:20px;--awb-overflow:hidden;--awb-inner-bg-size:cover;--awb-border-color:rgba(10,17,40,0.1);--awb-border-top:1px;--awb-border-right:1px;--awb-border-bottom:1px;--awb-border-left:1px;--awb-border-style:solid;--awb-border-radius:4px 4px 4px 4px;--awb-inner-bg-border-radius:4px 4px 4px 4px;--awb-inner-bg-overflow:hidden;--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;\"><span class=\"fusion-column-inner-bg hover-type-none\"><a class=\"fusion-column-anchor\" href=\"https:\/\/www.lsa-conso.fr\/l-ia-au-service-de-la-prevision-en-grande-distribution-assister-la-decision-humaine-sans-s-y-substituer,378603\" rel=\"noopener noreferrer\" target=\"_blank\"><span class=\"fusion-column-inner-bg-image\"><\/span><\/a><\/span><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-center fusion-content-layout-row fusion-flex-align-items-center\"><div class=\"fusion-text fusion-text-2\"><p><u>\u9605\u8bfb\u6211\u4eec\u7684\u6587\u7ae0<\/u><\/p>\n<\/div><div class=\"fusion-image-element\" style=\"--awb-margin-right:20px;--awb-margin-left:20px;--awb-max-width:150px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\"fusion-imageframe imageframe-none imageframe-1 hover-type-none\"><img decoding=\"async\" width=\"300\" height=\"116\" title=\"\u5fbd\u6807\" src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/05\/Logo-lsa.png\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/05\/Logo-lsa-300x116.png\" alt class=\"lazyload img-responsive wp-image-61118\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27977%27%20height%3D%27378%27%20viewBox%3D%270%200%20977%20378%27%3E%3Crect%20width%3D%27977%27%20height%3D%27378%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/05\/Logo-lsa-200x77.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/05\/Logo-lsa-400x155.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/05\/Logo-lsa-600x232.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/05\/Logo-lsa-800x310.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/05\/Logo-lsa.png 977w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 300px\" \/><\/span><\/div><div class=\"fusion-text fusion-text-3\"><p>.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div 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-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-4 description\"><p>\u9664\u4e86\u901a\u8fc7\u4f18\u5316\u5e93\u5b58\u7ba1\u7406\u6765\u964d\u4f4e\u6210\u672c\u5916\uff0c\u5bf9\u6570\u636e\u7684\u5229\u7528\u8fd8\u53ef\u4ee5\u5728\u4f9b\u5e94\u94fe\u7684\u4e0a\u6e38\u6216\u4e0b\u6e38\u63d0\u4f9b\u5b9d\u8d35\u7684\u5e2e\u52a9\u3002Artefact Associ\u00e9 J\u00e9r\u00f4me Petit \u5728 LSA \u8bba\u575b\u4e0a\u6307\u51fa\uff1a\"\u8fd9\u662f\u4eba\u7c7b\u771f\u6b63\u7684\u826f\u836f\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/div><article 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-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-5\"><p>\u867d\u7136\u6240\u6709\u884c\u4e1a\u90fd\u9700\u8981\u5728\u6700\u4f73\u65f6\u673a\u751f\u4ea7\u51fa\u6700\u4f73\u6570\u91cf\u7684\u4ea7\u54c1\uff0c\u4f46\u5927\u578b\u5206\u9500\u884c\u4e1a\u5bf9\u5e93\u5b58\u7ba1\u7406\u95ee\u9898\u5c24\u4e3a\u5173\u6ce8\u3002\u4e3a\u4e86\u4fdd\u8bc1\u9500\u552e\u91cf\uff0c\u8fd9\u4e9b\u884c\u4e3a\u8005\u9700\u8981\u66f4\u591a\u7684\u5386\u53f2\u6570\u636e\u3002\u8fd9\u662f\u4e00\u79cd\u5305\u542b\u67d0\u4e9b\u7f3a\u9677\u7684\u65b9\u6cd5\u3002\u5982\u4eca\uff0c\u901a\u8fc7\u673a\u5668\u5b66\u4e60\uff0c\u53ef\u4ee5\u5efa\u7acb\u66f4\u52a0\u516c\u6b63\u7684\u9884\u6d4b\u6a21\u578b\uff0c\u5e76\u8003\u8651\u5230\u5f71\u54cd\u6d88\u8d39\u7684\u4fe1\u53f7\u9762\u677f\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;\">Au-del\u00e0 de l'historique des ventes : le d\u00e9fi de la grande distribution<\/h2><\/div><div class=\"fusion-text fusion-text-6\"><p>\u7531\u4e8e\u6d89\u53ca\u5230\u5927\u91cf\u7684\u65e5\u5e38\u6d88\u8017\u54c1\uff08\u6709\u65f6\u751a\u81f3\u662f\u6613\u788e\u54c1\uff09\uff0c\u5e93\u5b58\u7684\u7ba1\u7406\u5bf9 PGC\uff08\u5927\u5b97\u6d88\u8d39\u54c1\uff09\u884c\u4e1a\u6765\u8bf4\u662f\u4e00\u4e2a\u4e0d\u5c0f\u7684\u6311\u6218\u3002\u5728\u7f8e\u56fd\uff0c\u5e93\u5b58\u548c\u8fc7\u5269\u5e93\u5b58\u4ee5\u53ca\u4ea7\u54c1\u56de\u6536\u6bcf\u5e74\u8017\u8d44 175 \u4e07\u7f8e\u5143\u3002\u5728\u6b64\u4e4b\u524d\uff0c\u4e3a\u4e86\u964d\u4f4e\u6295\u8d44\u548c\u5f00\u53d1\u6210\u672c\uff0c\u4f01\u4e1a\u8d44\u6e90\u89c4\u5212\uff08ERP\uff09\u7684\u9884\u6d4b\u6240\u4f9d\u636e\u7684\u4fe1\u606f\u4e3b\u8981\u662f\u591a\u5e74\u6765\u7684\u9500\u552e\u5386\u53f2\u6570\u636e\u3002\u4f46\u662f\uff0c\u8fd9\u4e9b\u5bf9\u6bcf\u5e74\u7684\u9500\u552e\u989d\u8fdb\u884c\u6bd4\u8f83\u7684\u65b9\u6cd5\u662f\u9519\u8bef\u7684\u3002.<\/p>\n<\/div><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;\">\u5f71\u54cd\u5e93\u5b58\u72b6\u51b5\u7684\u591a\u91cd\u53c2\u6570<\/h2><\/div><div class=\"fusion-text fusion-text-7\"><p>\u603b\u4e4b\uff0c\u5728\u540c\u4e00\u65f6\u671f\uff0c\u8bb8\u591a\u53c2\u6570\u90fd\u53ef\u80fd\u6539\u53d8\u8d2d\u7269\u884c\u4e3a\u3002\u8fd9\u53ef\u80fd\u4e0e\u6c14\u8c61\u3001\u6d88\u8d39\u8d8b\u52bf\uff08\u00ab\u5168\u7403\u8d2d\u7269\u8005 \u00bb\u5bf9\u5962\u4f88\u54c1\u7b49\u65c5\u6e38\u5ba2\u6237\u76f8\u5173\u7c7b\u522b\u7684\u5f71\u54cd\u3001\u76d1\u7ba1\u53d8\u5316\uff09\u3001\u7f55\u89c1\u65b0\u4ea7\u54c1\u7c7b\u522b\u7684\u65b0\u4ea7\u54c1\u4e0a\u5e02\u3001\u536b\u751f\u5371\u673a\uff08\uff01\uff09\u3001\u65b0\u7684\u884c\u4e3a\u65b9\u5f0f\u7b49\u6709\u5173\u3002\u6b64\u5916\uff0c\u8fd9\u79cd\u9884\u6d4b\u4e5f\u6ca1\u6709\u8003\u8651\u5230\u4ef7\u503c\u7684\u6f14\u53d8\uff0c\u5373\u6f5c\u5728\u7684\u95f4\u6b47\u6027\uff0c\u56e0\u4e3a\u5b83\u4eec\u4f1a \u00ab\u677e\u52a8 \u00bb\u9500\u552e\u91cf\uff0c\u5c31\u50cf\u5b83\u4eec\u88ab\u5f3a\u5236\u5730 \"\u677e\u52a8 \"\u4e00\u6837\u3002\u6216\u8005\u8bf4\uff0c\u8fc7\u53bb\u7684\u5e93\u5b58\u65ad\u88c2\u4f1a\u5bfc\u81f4\u67d0\u79cd\u4ea7\u54c1\u6216\u67d0\u7c7b\u4ea7\u54c1\u7684\u9500\u552e\u6682\u65f6\u4e2d\u65ad\u3002\u8fd9\u4e9b\u5e93\u5b58\u65ad\u88c2\u88ab\u8ba4\u4e3a\u662f\u6d88\u8d39\u8005\u4e0d\u6ee1\u7684\u4fe1\u53f7\uff0c\u800c\u76f8\u53cd\uff0c\u5e93\u5b58\u65ad\u88c2\u53ef\u80fd\u4f1a\u5bfc\u81f4\u9500\u552e\u91cf\u6bd4\u6b63\u5e38\u60c5\u51b5\u4e0b\u66f4\u9ad8\u3002\u6b64\u5916\uff0c\u5fc5\u987b\u6ce8\u610f\u7684\u662f\uff0c\u5c04\u7ebf\u7834\u88c2\u5e76\u4e0d\u610f\u5473\u7740\u5e93\u5b58\u7834\u88c2\u3002\u5728\u9762\u79ef\u8f83\u5927\u7684\u60c5\u51b5\u4e0b\uff0c\u5f88\u96be\u4fdd\u8bc1\u5c04\u7ebf\u5728\u77ac\u95f4\u6062\u590d\u3002\u501f\u52a9\u80fd\u591f\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u7684\u6280\u672f\uff0c\u6839\u636e\u9700\u6c42\u8c03\u6574\u5206\u9500\u6e20\u9053\u662f\u5206\u9500\u5546\u7684\u5f53\u52a1\u4e4b\u6025\u3002.<\/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;\">\u673a\u5668\u5b66\u4e60\u5728\u5546\u573a\u4e2d\u4fdd\u62a4\u4eba\u7c7b\u5b89\u5168<\/h2><\/div><div class=\"fusion-text fusion-text-8\"><p>\u8fd9\u5c31\u662f\u673a\u5668\u5b66\u4e60\u7684\u7ed3\u679c\uff01\u8981\u6784\u5efa\u80fd\u591f\u9884\u6d4b 4 \u4e2a\u534a\u6708\u9500\u552e\u91cf\u7684\u6a21\u578b\uff0c\u5c31\u5fc5\u987b\u8003\u8651\u5230\u6700\u591a\u53ef\u80fd\u5f71\u54cd\u9500\u552e\u91cf\u53d8\u5316\u7684\u56e0\u7d20\uff0c\u5e76\u901a\u8fc7\u4e00\u7cfb\u5217\u6307\u793a\u5668\uff08\u5982\u5b63\u8282\u6027\u3001\u8d8b\u52bf\u6216\u4ef7\u683c\uff09\uff0c\u5bf9\u6bcf\u4e00\u4e2a \"\u65e5\u671f x \u4ea7\u54c1 x \u4e13\u5356\u5e97 \"\u4e09\u5143\u7ec4\u8fdb\u884c\u7cbe\u786e\u5206\u6790\u3002\u4e3a\u4ec0\u4e48\u8981\u5bf9\u8fd9\u4e09\u4e2a\u6307\u6807\u8fdb\u884c\u7b80\u8981\u8bf4\u660e\uff1f\u4e3e\u4f8b\u6765\u8bf4\uff0c\u5982\u679c\u9884\u6d4b\u662f\u6839\u636e\u8d2d\u4e70\u65e5\u671f\u505a\u51fa\u7684\uff0c\u5c31\u6709\u53ef\u80fd\u51fa\u73b0\u504f\u5dee\u3002\u5728\u4e0d\u540c\u7684\u5e74\u4efd\uff0c\u540c\u4e00\u65e5\u671f\u53ef\u80fd\u5bf9\u5e94\u6216\u4e0d\u5bf9\u5e94\u5468\u672b\u7684\u67d0\u4e00\u5929\u3001\u5bb6\u5ead\u6216\u5b97\u6559\u8282\u65e5\u3001\u91cd\u8981\u7684\u8db3\u7403\u6bd4\u8d5b......\u8fd9\u4e9b\u90fd\u662f\u67d0\u4e9b\u7c7b\u522b\u4ea7\u54c1\u6d88\u8d39\u4e0b\u964d\u7684\u539f\u56e0\u3002\u4f8b\u5982\uff0c\u5728\u4ef7\u683c\u65b9\u9762\uff0c\u4e00\u4e2a\u4ea7\u54c1\u7684\u4fc3\u9500\u6d3b\u52a8\u53ef\u80fd\u4f1a\u8695\u98df\u540c\u7c7b\u4ea7\u54c1\u7684\u9500\u552e\u91cf\uff0c\u751a\u81f3\u4f1a\u589e\u5f3a\u4e00\u4e2a\u5546\u573a\u7684\u5438\u5f15\u529b\u3002\u8981\u4f18\u5316\u4fc3\u9500\u7b56\u7565\uff0c\u5c31\u5fc5\u987b\u4e86\u89e3\u5176\u5f71\u54cd\u3002\u53ef\u4ee5\u901a\u8fc7\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u6a21\u578b\u5bf9\u53ef\u80fd\u5f71\u54cd\u9500\u552e\u989d\u7684\u53c2\u6570\u8fdb\u884c\u5206\u6790\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;\">\u673a\u5668\u5b66\u4e60\u5728\u80a1\u7968\u95ee\u9898\u4e0a\u7684\u4e24\u4e2a\u91cd\u8981\u5e94\u7528<\/h2><\/div><div class=\"fusion-text fusion-text-9\"><p>\u5982\u679c\u6280\u672f\u6210\u719f\uff0c\u90a3\u4e48\u5206\u53d1\u4eba\u5458\u5c31\u5fc5\u987b\u80fd\u591f\u6536\u96c6\u548c\u5206\u6790\u8fd9\u4e9b\u9884\u6d4b\u6240\u9700\u7684\u5927\u91cf\u6570\u636e\u3002\u6570\u636e\u6765\u6e90\u662f\u591a\u65b9\u9762\u7684\uff0c\u56e0\u6b64\uff0c\u5c06\u4e0d\u540c\u7684 Excel \u548c PDF \u6587\u4ef6\u6c47\u96c6\u5728\u4e00\u8d77\u5e76\u5c06\u5176\u6574\u5408\u5728\u4e00\u8d77\u662f\u975e\u5e38\u590d\u6742\u7684\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u6587\u4ef6\u4e2d\u5305\u542b\u4e86\u6709\u5173\u5a92\u4f53\u8ba1\u5212\u548c\u5176\u4ed6\u62a5\u544a\u7684\u4fe1\u606f\u3002\u4f7f\u7528\u5927 data \u5de5\u5177\u5c06\u4fdd\u62a4\u6570\u636e\u7edf\u4e00\u5230\u4e00\u4e2a\u70b9\u4e0a\uff0c\u662f\u5efa\u7acb\u80fd\u591f\u89e3\u51b3\u5e93\u5b58\u95ee\u9898\u7684\u6a21\u578b\u7684\u57fa\u7840\u3002\u8bf7\u770b\u4e24\u4e2a\u4f8b\u5b50\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-10\"><p>\u7edd\u5927\u591a\u6570\u5206\u9500\u5546\u90fd\u63d0\u4f9b\u591a\u5e74\u7684\u9500\u552e\u6570\u636e\u3002\u4f46\u662f\uff0c\u67d0\u4e9b\u53d1\u884c\u5546\u53ef\u80fd\u4f1a\u9762\u4e34\u6ca1\u6709\u4e8b\u5148\u5ba3\u4f20\u7684\u4fc3\u9500\u6d3b\u52a8\u6216\u6d3b\u52a8\uff08canicule\u3001\u5728\u90bb\u8fd1\u5730\u533a\u7ec4\u7ec7\u5927\u578b\u4f53\u80b2\u6d3b\u52a8\uff09\u3002\u4e3a\u4e86\u5f25\u8865\u8fd9\u4e00\u4e0d\u8db3\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06\u5386\u53f2\u6570\u636e\u4e0e\u5206\u9500\u5546\u6216\u7c7b\u4f3c\u9500\u552e\u70b9\u7684\u6570\u636e\u7ed3\u5408\u8d77\u6765\u3002\u8be5\u6a21\u578b\u5728\u4e2d\u56fd 020 \u5e73\u53f0\u4e0a\u8fdb\u884c\u4e86 Artefact \u7684\u6d4b\u8bd5\u548c\u9a8c\u8bc1\uff0c\u5176\u9884\u6d4b\u7cbe\u5ea6\u63d0\u9ad8\u4e86 20%\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-11\"><p>Autre d\u00e9fi : \u00e9viter la rupture en rayon alors que le produit est pr\u00e9sent en stock.\u5f88\u96be\u8981\u6c42\u5927\u9762\u79ef\u7684\u5de5\u85aa\u9636\u5c42\u6301\u7eed\u4e0d\u65ad\u5730\u5bf9\u8bbe\u5907\u8fdb\u884c\u66f4\u6362\u3002\u6b64\u5916\uff0c\u5b89\u88c5\u51f8\u8f6e\u548c\u6444\u50cf\u5934\u7684\u8d39\u7528\u4e5f\u5f88\u9ad8\u3002Dans ce cas pr\u00e9cis, des sets de donn\u00e9es restreints comme les ventes en temps r\u00e9el, les attributs de l'article et les caract\u00e9ristiques des rayonnages suffisent \u00e0 anticiper les ruptures de stocks en rayon.\u4e3e\u4f8b\u6765\u8bf4\uff0c\u5b83\u53ef\u4ee5\u6a21\u62df\u4ea7\u54c1\u7684\u7834\u88c2\u9891\u7387\uff0c\u5373\u540c\u4e00\u4ea7\u54c1\u5728\u4e24\u4e2a\u9500\u552e\u70b9\u4e4b\u95f4\u7684\u7834\u88c2\u65f6\u95f4\u3002\u5982\u679c\u51fa\u73b0\u7edf\u8ba1\u5f02\u5e38\u60c5\u51b5\uff0c\u9500\u552e\u5546\u53ef\u901a\u8fc7\u5206\u6790\u60c5\u51b5\u548c\u91c7\u53d6\u8865\u6551\u63aa\u65bd\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-12\"><p>data \u548c\u673a\u5668\u5b66\u4e60\u5728\u96f6\u552e\u4e1a\u7684\u5e94\u7528\u662f\u591a\u65b9\u9762\u7684\uff0c\u800c\u9500\u552e\u9884\u6d4b\u53ea\u5360\u5f88\u5c0f\u4e00\u90e8\u5206\u3002\u9664\u4e86\u901a\u8fc7\u4f18\u5316\u5e93\u5b58\u7ba1\u7406\u6765\u964d\u4f4e\u6210\u672c\u5916\uff0c\u5bf9\u6570\u636e\u7684\u5229\u7528\u8fd8\u80fd\u5728\u4f9b\u5e94\u94fe\u7684\u4e0a\u6e38\u6216\u4e0b\u6e38\u63d0\u4f9b\u5b9d\u8d35\u7684\u5e2e\u52a9\u3002\u5b83\u662f\u4e00\u79cd\u771f\u6b63\u7684\u8f85\u52a9\u5de5\u5177\uff0c\u4f7f\u4eba\u7c7b\u6446\u8131\u4e86\u4e3a\u83b7\u5f97\u53ef\u9760\u7ed3\u679c\u800c\u8fdb\u884c\u7684\u590d\u6742\u5de5\u4f5c\uff0c\u53ef\u4ee5\u5c06\u66f4\u591a\u7684\u65f6\u95f4\u7528\u4e8e\u5236\u5b9a\u5546\u4e1a\u6218\u7565\u6216\u6539\u5584\u5ba2\u6237\u4f53\u9a8c\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/article><\/p>","protected":false},"excerpt":{"rendered":"<p>\u9664\u4e86\u901a\u8fc7\u4f18\u5316\u5e93\u5b58\u7ba1\u7406\u6765\u964d\u4f4e\u6210\u672c\u5916\uff0c\u5bf9\u6570\u636e\u7684\u5229\u7528\u8fd8\u53ef\u4ee5\u5728\u4f9b\u5e94\u94fe\u7684\u4e0a\u6e38\u6216\u4e0b\u6e38\u63d0\u4f9b\u5b9d\u8d35\u7684\u5e2e\u52a9\u3002Artefact Associ\u00e9 J\u00e9r\u00f4me Petit \u5728 LSA \u8bba\u575b\u4e0a\u6307\u51fa\uff1a\"\u8fd9\u662f\u4eba\u7c7b\u771f\u6b63\u7684\u826f\u836f\u3002.<\/p>","protected":false},"author":[],"featured_media":66218,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"news-category":[2819],"news-language":[316],"class_list":["post-61112","news","type-news","status-publish","has-post-thumbnail","hentry","news-category-news-france","news-language-fr"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/news\/61112","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/news"}],"about":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/types\/news"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media\/66218"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=61112"}],"wp:term":[{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/author?post=61112"},{"taxonomy":"news-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/news-category?post=61112"},{"taxonomy":"news-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/news-language?post=61112"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}