{"id":21367,"date":"2020-11-25T13:32:21","date_gmt":"2020-11-25T13:32:21","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=news&p=21367"},"modified":"2024-09-20T17:45:24","modified_gmt":"2024-09-20T16:45:24","slug":"reducing-product-stock-outs-in-hypermarkets-with-time-series-modelling","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/reducing-product-stock-outs-in-hypermarkets-with-time-series-modelling\/","title":{"rendered":"\u5229\u7528\u65f6\u95f4\u5e8f\u5217\u5efa\u6a21\u51cf\u5c11\u5927\u578b\u8d85\u5e02\u7684\u4ea7\u54c1\u7f3a\u8d27\u73b0\u8c61"},"content":{"rendered":"

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    \u5176\u903b\u8f91\u7ed3\u679c\u662f \u6211\u4eec<\/strong>\u00a0\u53ef\u4ee5\u7528\u6cca\u677e\u5206\u5e03\u6765\u6a21\u62df\u4ea7\u54c1\u7684 \u00ab\u9500\u552e\u7387\u00bb\u3002.<\/strong>\u00a0\u6211\u4eec\u6240\u8bf4\u7684\u9500\u552e\u7387\u662f\u6307\u5728\u4e00\u5c0f\u65f6\u5185\uff0c\u65e0\u8bba\u9500\u552e\u6570\u91cf\u591a\u5c11\uff0c\u4ea7\u54c1\u901a\u8fc7\u6536\u94f6\u53f0\u7684\u6b21\u6570\u3002.<\/p>\n

    \n
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    \n
    \n
    \n
    <\/div>\n

    \"Image<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>

    \u56fe 3\uff1a\u7279\u5b9a\u997c\u5e72\u6bcf\u6b21\u9500\u552e\u95f4\u9694\u65f6\u95f4\u5206\u5e03\u76f4\u65b9\u56fe<\/strong><\/em><\/figcaption><\/figure>\n
    \n
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    \n
    \n
    \n
    <\/div>\n

    \"Image<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>

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    \u8fd9\u662f\u4e00\u4e2a\u5206\u4e24\u6b65\u8d70\u7684\u8fc7\u7a0b\uff1a<\/p>\n

    \u8ba1\u7b97 <\/span>\u7f94\u7f8a<\/i><\/strong>:<\/strong> \"(\u300a\u4e16\u754c\u4eba\u6743\u5ba3\u8a00\u300b) <\/span>\u7f94\u7f8a <\/i>\u662f\u6cca\u677e\u5206\u5e03\u7684\u5747\u503c\u3002\u56e0\u6b64\uff0c\u8981\u4f30\u7b97\u5b83\uff0c\u6211\u4eec\u9700\u8981\u8ba1\u7b97\u8fc7\u53bb data \u70b9\u7684\u5e73\u5747\u503c\uff0c\u5373\u8be5\u4ea7\u54c1\u8fc7\u53bb\u6bcf\u5c0f\u65f6\u7684\u5e73\u5747\u7ed3\u8d26\u6b21\u6570\u3002\u6211\u4eec\u4ee5 50 \u5929\u4e3a\u5386\u53f2\u6df1\u5ea6\u8fdb\u884c\u8ba1\u7b97\uff0c\u4ee5\u4fdd\u7559\u8fd1\u671f\u7684\u4fe1\u606f\u3002\u6b64\u5916\uff0c\u6211\u4eec\u8fd8\u8ba1\u7b97\u4e86 <\/span>\u7f94\u7f8a<\/i> \u56e0\u4e3a\u5927\u5356\u573a\u7684\u4ea7\u54c1\u9500\u552e\u6bcf\u5468\u90fd\u6709\u5f88\u5f3a\u7684\u5b63\u8282\u6027\uff0c\u6240\u4ee5\u6bcf\u4e2a\u5de5\u4f5c\u65e5\u90fd\u8981\u5206\u522b\u8ba1\u7b97\u3002.<\/span><\/p>\n

    \u5177\u4f53\u6765\u8bf4\uff0c\u6211\u4eec\u6536\u96c6\u67d0\u4ea7\u54c1\u8fc7\u53bb 50 \u5929\u7684\u9500\u552e\u989d data\uff0c\u8ba1\u7b97\u51fa\u5176\u6bcf\u5929\u7684\u9500\u552e\u7387\uff0c\u7136\u540e\u8ba1\u7b97\u51fa\u6bcf\u4e2a\u5de5\u4f5c\u65e5\u7684\u5e73\u5747\u9500\u552e\u7387\uff0c\u56e0\u6b64\u6211\u4eec\u7684\u8ba1\u7b97\u7ed3\u679c\u4e3a 7. \u7f94\u7f8a <\/i>\u6570\u5b57\uff0c\u6bcf\u4e2a\u5de5\u4f5c\u65e5\u4e00\u4e2a\u3002\u6bcf\u5468\u8fdb\u884c\u4e00\u6b21\u8ba1\u7b97\u3002.<\/p>\n

    \u5f02\u5e38\u68c0\u6d4b<\/strong> \u6bcf\u5929\u4e0b\u5348 2 \u70b9\uff0c\u6211\u4eec\u90fd\u8981\u67e5\u627e\u8be5\u4ea7\u54c1\u7684\u6700\u540e\u4e00\u6b21\u9500\u552e\u65f6\u95f4\u3002\u7136\u540e\uff0c\u6211\u4eec\u8ba1\u7b97\u4ece\u6700\u540e\u4e00\u6b21\u9500\u552e\u5230\u4e0b\u5348 2 \u70b9\u4e4b\u95f4\u6ca1\u6709\u9500\u552e\u7684\u6982\u7387\uff08\u6cca\u677e\u6982\u7387\u8d28\u91cf\u51fd\u6570\uff09\uff0c\u7ed9\u5b9a\u7684\u6982\u7387\u4e3a \u7f94\u7f8a <\/i>\u53c2\u6570\u3002\u5982\u679c\u6982\u7387\u4f4e\u4e8e 1%\uff0c\u6211\u4eec\u5c31\u8ba4\u4e3a\u8be5\u4ea7\u54c1\u7684\u9500\u552e\u7387\u5f02\u5e38\u4f4e\u3002.<\/p>\n

    \u4f8b\u5982\uff0c\u8ba9\u6211\u4eec\u60f3\u8c61\u4e00\u4e0b\uff0c\u53ef\u53e3\u53ef\u4e50\u6c7d\u6c34\u6bcf 20 \u5206\u949f\u5c31\u4f1a\u552e\u51fa\u4e00\u74f6\uff0c\u56e0\u6b64\u5b83\u7684 \u7f94\u7f8a<\/i>=\u5df2\u77e5\u8be5\u4ea7\u54c1\u6bcf\u5c0f\u65f6\u56fa\u5b9a\u552e\u51fa 3 \u6b21\uff0c\u6211\u4eec\u8ba1\u7b97\u6cca\u677e\u6982\u7387\u8d28\u91cf\u51fd\u6570\uff0c\u5373 3 \u5c0f\u65f6\u5185\u9500\u552e\u91cf\u4e3a 0 \u7684\u6982\u7387\u8d28\u91cf\u51fd\u6570\u3002.<\/p>\n

    \n
    \n
    \n
    \n
    <\/div>\n

    \"Image<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/figure>\n<\/div>\n<\/div>\n<\/section>\n

    <\/div>\n
    \n
    \n
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    \u672c\u6587\u9996\u53d1\u4e8e The Artefact Tech Blog - \u5de5\u7a0b\u548c data \u79d1\u5b66\u6587\u7ae0\u5e93\u3002.<\/a><\/p>\n<\/div>\n<\/div>\n<\/section>\n<\/div><\/div><\/div><\/div><\/div>

    <\/span><\/div><\/div><\/div>
    <\/span><\/a><\/span>

    \u5bf9\u6570\u5b57\u6280\u672f\u548c data marketing \u611f\u5174\u8da3\uff1f<\/b><\/p>\n

    \u6ce8\u518c Data Digest\uff08Artefact \u65f6\u4e8b\u901a\u8baf\uff09\uff0c\u6bcf\u6708\u5728\u60a8\u7684\u6536\u4ef6\u7bb1\u4e2d\u6536\u5230\u53ef\u884c\u7684\u5efa\u8bae\u3001\u89c1\u89e3\u548c\u610f\u89c1\u3002.<\/p>\n

    \u7ed9\u6211\u62a5\u540d<\/b><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/p>","protected":false},"excerpt":{"rendered":"

    2020 \u5e74 11 \u6708 25 \u65e5
    \n \u5728\u672c\u6587\u4e2d\uff0cArtefact\u7684\u9ad8\u7ea7data\u79d1\u5b66\u5bb6\u5361\u65af\u62c9\u00b7\u66fc\u82cf\u91cc\uff08Kasra Mansouri\uff09\u548c\u5361\u7c73\u5c14\u00b7\u52d2\u00b7\u6208\u5c3c\u5fb7\u514b\uff08Camille Le Gonidec\uff09\u9610\u8ff0\u4e86\u5982\u4f55\u5728data\u8d44\u6e90\u6709\u9650\u4e14\u4e1a\u52a1\u7ea6\u675f\u6761\u4ef6\u4e25\u683c\u7684\u60c5\u51b5\u4e0b\uff0c\u5f00\u53d1\u4e00\u6b3edata\u79d1\u5b66\u4ea7\u54c1\u3002\u00a0\u4e86\u89e3\u4ed6\u4eec\u5982\u4f55\u901a\u8fc7\u65f6\u95f4\u5e8f\u5217\u5efa\u6a21\uff0c\u6210\u529f\u51cf\u5c11\u5927\u578b\u8d85\u5e02\u7684\u4ea7\u54c1\u7f3a\u8d27\u60c5\u51b5\u3002.<\/p>","protected":false},"featured_media":21212,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[2995],"blog-language":[2991],"class_list":["post-21367","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-ai-technology","blog-language-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog\/21367","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\/21212"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=21367"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=21367"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=21367"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}