{"id":129,"date":"2017-03-10T12:17:20","date_gmt":"2017-03-10T20:17:20","guid":{"rendered":"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/industry\/2017\/03\/10\/machine-learning-retail-execution-supercharged-store-visits-and-data-analysis\/"},"modified":"2017-03-10T12:17:20","modified_gmt":"2017-03-10T20:17:20","slug":"machine-learning-retail-execution-supercharged-store-visits-and-data-analysis","status":"publish","type":"post","link":"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/retail\/2017\/03\/10\/machine-learning-retail-execution-supercharged-store-visits-and-data-analysis\/","title":{"rendered":"Machine Learning + \u5c0f\u58f2\u5b9f\u65bd = \u5f37\u5316\u3055\u308c\u305f\u5e97\u8217\u8a2a\u554f\u3068\u30c7\u30fc\u30bf\u5206\u6790"},"content":{"rendered":"<p>\u81ea\u5206\u5c02\u7528\u306e\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u304c\u3044\u308c\u3070\u3001\u3069\u3093\u306a\u306b\u304b\u65e5\u5e38\u751f\u6d3b\u306f\u9055\u3063\u3066\u3044\u305f\u3053\u3068\u3060\u308d\u3046\u3068\u60f3\u50cf\u3057\u3066\u307f\u305f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u304b? \u305d\u306e\u4eba\u304c\u671d\u65e9\u304f\u304b\u3089\u591c\u9045\u304f\u307e\u3067\u4ed8\u304d\u5408\u3063\u3066\u304f\u308c\u3066\u3001\u5916\u56de\u308a\u306e\u4ea4\u6e09\u3092\u3059\u3079\u3066\u3057\u3066\u304f\u308c\u308b\u306a\u3089\u3001\u3082\u3063\u3071\u3089\u81ea\u5206\u306e\u3053\u3068\u306b\u96c6\u4e2d\u3057\u3066\u3044\u3089\u308c\u307e\u3059\u3002 \u305d\u308c\u304c\u307e\u3055\u306b Machine Learning \u3067\u3059\u3002\u3053\u308c\u306f\u3001\u7279\u306b\u660e\u793a\u7684\u306a\u6307\u793a\u3092\u51fa\u3055\u306a\u304f\u3066\u3082\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u304c\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u5b66\u7fd2\u3057\u3001\u4e88\u6e2c\u3092\u7acb\u3066\u308b\u3068\u3044\u3046\u3001\u4eca\u767a\u5c55\u4e2d\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u3067\u3059\u3002 \u6d88\u8cbb\u8ca1\u4f01\u696d (Consumer Goods Companies: CPG) \u306b\u3068\u3063\u3066\u306f\u3001Machine Learning \u306b\u3088\u308a\u3001\u305f\u3068\u3048\u3070\u3001\u73fe\u5834\u62c5\u5f53\u8005\u304c\u52b9\u7387\u7684\u306b\u5e97\u8217\u3092\u56de\u308a\u3001\u65e5\u5e38\u7684\u306a\u696d\u52d9\u3092\u8fc5\u901f\u306b\u3053\u306a\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002 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href=\"https:\/\/enterprise.microsoft.com\/en-us\/industries\/retail-and-consumer-goods\/retail-execution-for-the-empowered-workforce\/\">\u5e97\u8217\u3067\u306e\u6642\u9593\u7bc0\u7d04<\/a>\u3092\u5b9f\u73fe\u3059\u308c\u3070\u3001\u3055\u3089\u306b\u591a\u304f\u306e\u5e97\u8217\u8a2a\u554f\u3092\u3059\u308b\u6a5f\u4f1a\u304c\u751f\u307e\u308c\u3001\u7d50\u679c\u3068\u3057\u3066\u304b\u306a\u308a\u306e\u8cbb\u7528\u306e\u7bc0\u7d04\u3092\u671f\u5f85\u3067\u304d\u307e\u3059\u3002 \u3057\u304b\u3057\u3001Machine Learning \u306b\u3088\u3063\u3066\u9054\u6210\u3055\u308c\u308b\u306e\u306f\u3001\u5e97\u8217\u8a2a\u554f\u306e\u5408\u7406\u5316\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u308c\u306f\u3001\u30e2\u30c7\u30eb\u5316\u306b\u3088\u308a\u5c65\u6b74\u30c7\u30fc\u30bf\u3092\u65b0\u305f\u306a\u554f\u984c\u306b\u9069\u7528\u3057\u3001\u5c06\u6765\u306e\u52d5\u4f5c\u3084\u884c\u52d5\u3084\u50be\u5411\u3092\u4e88\u6e2c\u3059\u308b\u305f\u3081\u306e\u52b9\u679c\u7684\u306a\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002 Machine Learning 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\u304c\u5f79\u7acb\u3064\u304b\u3001\u307e\u305f\u305d\u308c\u306b\u3088\u308a\u3044\u304b\u306b\u3057\u3066\u5c11\u306a\u3044\u30c7\u30fc\u30bf\u5165\u529b\u3067\u6df1\u3044\u30c7\u30fc\u30bf\u5206\u6790\u3092\u5b9f\u884c\u3067\u304d\u308b\u304b\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<h2>\u30eb\u30fc\u30c8\u8a08\u753b\u306e\u81ea\u52d5\u5316\u3068\u6700\u9069\u5316<\/h2>\n<p>\u3069\u306e\u8ca9\u58f2\u5730\u70b9\u3092\u3069\u3093\u306a\u983b\u5ea6\u3067\u8a2a\u554f\u3059\u308b\u3079\u304d\u304b\u3001\u307e\u305f\u305d\u3053\u3067\u4f55\u3092\u3059\u308b\u3079\u304d\u304b\u3092\u8b58\u5225\u3059\u308b\u306b\u306f\u3001\u591a\u304f\u306e\u52b4\u529b\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002 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\u6708\u306b\u843d\u3061\u8fbc\u3080\u3068\u304b\u3001\u6700\u8fd1\u65b0\u3057\u3044\u5e97\u9577\u304c\u8d74\u4efb\u3057\u305f\u3070\u304b\u308a\u3060\u3068\u304b\u3001\u65b0\u3057\u3044\u8ca9\u4fc3\u306e\u8a08\u753b\u304c\u3042\u308b\u306a\u3069\u306e\u5834\u5408\u306b\u3001\u3053\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001\u305d\u308c\u306b\u5fdc\u3058\u3066\u30eb\u30fc\u30c8\u3092\u8abf\u6574\u3057\u3001\u5f93\u696d\u54e1\u306e\u6642\u9593\u3092\u6700\u9069\u5316\u3057\u307e\u3059\u3002 \u307e\u305f\u3001Machine Learning \u30c6\u30af\u30ce\u30ed\u30b8\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001\u7279\u5b9a\u306e\u5e97\u8217\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u5e97\u8217\u8a2a\u554f\u306e\u305f\u3081\u306b\u751f\u6210\u3055\u308c\u308b\u30bf\u30b9\u30af \u30ea\u30b9\u30c8\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 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\u30a6\u30a9\u30c3\u30c1\u3084\u30d8\u30c3\u30c9\u30bb\u30c3\u30c8\u306a\u3069\u306e\u30a6\u30a7\u30a2\u30e9\u30d6\u30eb \u30c7\u30d0\u30a4\u30b9\u306b\u5411\u3051\u3066\u62c5\u5f53\u8005\u304c\u53e3\u982d\u3067\u8ff0\u3079\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002 \u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308a\u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u8b58\u5225\u3055\u308c\u3001\u305d\u308c\u306b\u3088\u308a\u5c0f\u58f2\u5b9f\u65bd\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306b\u3088\u308b\u30a2\u30af\u30b7\u30e7\u30f3\u304c\u5f15\u304d\u8d77\u3053\u3055\u308c\u307e\u3059\u3002 \u30c7\u30b8\u30bf\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u5c0f\u58f2\u62c5\u5f53\u8005\u306f\u6642\u9593\u3092\u7bc0\u7d04\u3067\u304d\u3001\u3055\u3089\u306b\u306f\u624b\u52d5\u3067\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u5834\u5408\u306b\u3042\u308a\u304c\u3061\u306a\u30df\u30b9\u3092\u9632\u3050\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u5e97\u8217\u8a2a\u554f\u306e\u30c7\u30fc\u30bf\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u9001\u4fe1\u3055\u308c\u3001\u7d4c\u55b6\u9663\u306f\u3001\u5b8c\u4e86\u307e\u3067\u4f55\u304b\u6708\u3082\u5f85\u3064\u3053\u3068\u306a\u304f\u3001\u3059\u3050\u306b\u76e3\u67fb\u7d50\u679c\u3092\u53d7\u3051\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>\u3088\u308a\u6df1\u3044\u30c7\u30fc\u30bf\u5206\u6790<\/h2>\n<p>\u30c7\u30fc\u30bf\u304c\u53ce\u96c6\u3055\u308c\u308c\u3070\u3001Machine Learning \u3092\u5c0f\u58f2\u5b9f\u65bd\u306b\u9069\u7528\u3059\u308b\u6700\u7d42\u7684\u306a\u30e1\u30ea\u30c3\u30c8\u3068\u3057\u3066\u3001\u6b21\u306b\u5b9f\u884c\u3059\u308b\u3079\u304d\u30b9\u30c6\u30c3\u30d7\u3092\u4e88\u6e2c\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u30c7\u30fc\u30bf \u30d1\u30bf\u30fc\u30f3\u3092\u898b\u3044\u3060\u305b\u307e\u3059\u3002 CPG \u4f01\u696d\u306f\u3001\u4f55\u5343\u8ed2\u3068\u3044\u3046\u5c0f\u58f2\u5e97\u3067\u306e\u8ca9\u58f2\u3001\u5e97\u8217\u5728\u5eab\u3001\u914d\u9001\u3001\u304a\u3088\u3073\u8ca9\u4fc3\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u5927\u91cf\u306b\u51e6\u7406\u3057\u307e\u3059\u3002 \u8ffd\u8de1\u3084\u5206\u6790\u306e\u305f\u3081\u306b\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3092\u4f7f\u3046\u306e\u306f\u6642\u9593\u304c\u304b\u304b\u308b\u3053\u3068\u306b\u52a0\u3048\u3001\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3067\u306f\u3053\u3061\u3089\u304b\u3089\u6307\u793a\u3057\u305f\u3053\u3068\u3057\u304b\u3067\u304d\u307e\u305b\u3093\u3002 \u3057\u304b\u3057\u3001Machine Learning \u306e\u5834\u5408\u306f\u3001\u901a\u5e38\u306f\u767a\u898b\u304c\u56f0\u96e3\u306a\u4e00\u822c\u7684\u306a\u30d1\u30bf\u30fc\u30f3\u3084\u50be\u5411\u3092\u81ea\u52d5\u7684\u306b\u8b58\u5225\u3057\u307e\u3059\u3002 \u305f\u3068\u3048\u3070\u3001Machine Learning \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u3042\u308b\u5927\u898f\u6a21\u5e97\u8217\u30c1\u30a7\u30fc\u30f3\u3067\u306e\u8ca9\u4fc3\u306e\u5f71\u97ff\u3092\u6b63\u78ba\u306b\u4e88\u6e2c\u3057\u305f\u308a\u3001\u7279\u5b9a\u306e\u5e97\u8217\u306e\u30dd\u30a4\u30f3\u30c8 \u30b5\u30fc\u30d3\u30b9\u306e ROI \u3092\u5224\u5b9a\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u7279\u5b9a\u306e\u8a73\u7d30\u5ea6\u3067\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u5546\u54c1\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6e2c\u5b9a\u3057\u305f\u308a\u3001\u554f\u984c\u70b9\u3092\u767a\u898b\u3057\u305f\u308a\u3001\u5168\u793e\u7684\u306b\u901a\u7528\u3059\u308b\u30d9\u30b9\u30c8 \u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3092\u5b9a\u3081\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2>Microsoft Machine Learning<\/h2>\n<p>Machine Learning \u306f\u3001\u5916\u56de\u308a\u8077\u54e1\u306e\u5de1\u56de\u306e\u52b9\u7387\u5411\u4e0a\u3001\u624b\u52d5\u53cd\u5fa9\u51e6\u7406\u306e\u81ea\u52d5\u5316\u3001\u305d\u3057\u3066\u7d44\u7e54\u5168\u4f53\u3067\u306e\u30c7\u30fc\u30bf\u5206\u6790\u304a\u3088\u3073\u77e5\u898b\u306e\u6539\u5584\u306b\u5927\u3044\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 \u6700\u7d42\u7684\u306b\u305d\u308c\u3089\u306e\u30e1\u30ea\u30c3\u30c8\u306b\u3088\u308a\u3001\u5546\u54c1\u5e02\u5834\u306e\u6210\u9577\u306b\u5bfe\u5fdc\u3057\u305f\u308a\u3001\u8ca9\u4fc3\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3001\u6295\u8cc7\u306b\u3064\u3044\u3066\u3088\u308a\u9069\u5207\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u4e0b\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u3068\u305d\u306e\u30d1\u30fc\u30c8\u30ca\u30fc\u306f\u3001\u4eca\u5f8c\u3082 Machine Learning \u3068\u5c0f\u58f2\u5b9f\u65bd\u306e\u5206\u91ce\u306b\u529b\u3092\u6ce8\u304e\u3001CPG \u4f01\u696d\u304c<a href=\"https:\/\/enterprise.microsoft.com\/en-us\/industries\/retail-and-consumer-goods\/stepping-into-the-future-of-retail-execution\/\">\u307e\u3059\u307e\u3059\u30c7\u30b8\u30bf\u30eb\u5316\u3059\u308b\u6642\u4ee3<\/a>\u306b\u5408\u308f\u305b\u3066\u4f53\u52e2\u3092\u6574\u3048\u308b\u306e\u3092\u652f\u63f4\u3057\u3066\u3044\u304f\u4e88\u5b9a\u3067\u3059\u3002 \u5c0f\u58f2\u5b9f\u65bd\u306e\u305f\u3081\u306e\u6700\u65b0\u306e\u5c0f\u58f2\u8ca9\u58f2\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u3064\u3044\u3066\u306f\u3001\u73fe\u5728\u3067\u306f <a href=\"http:\/\/www.appsource.com\/\">AppSource<\/a> \u306b\u5c5e\u3059\u308b <a href=\"https:\/\/appsource.microsoft.com\/en-us\/product\/web-apps\/afs.fa9fc926-3bc3-43dd-becd-3ef41b52c10b?tab=Overview\">AFS POP Retail Execution<\/a> \u304a\u3088\u3073 <a href=\"https:\/\/appsource.microsoft.com\/en-us\/product\/azure\/afs.094f18d0-7f28-4a0d-bdbb-61172800444b\">AFS Retail Execution<\/a> \u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <em><a href=\"#_ftnref1\" name=\"_ftn1\">[1]<\/a>EKN Outlook\u30012016<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5c0f\u58f2\u5b9f\u65bd\u30c1\u30fc\u30e0\u306b\u3068\u3063\u3066 Machine Learning \u306f\u3001\u5de1\u56de\u8a08\u753b\u3092\u6700\u9069\u5316\u3057\u3001\u5e97\u8217\u8a2a\u554f\u306e\u52b9\u7387\u3092\u4e0a\u3052\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3092\u3088\u308a\u6df1\u3044\u3082\u306e\u306b\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 \u6700\u65b0\u306e\u5c0f\u58f2\u8ca9\u58f2\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u8a73\u7d30\u60c5\u5831.<\/p>\n","protected":false},"author":223,"featured_media":491,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"ep_exclude_from_search":false,"_classifai_error":"","_classifai_text_to_speech_error":"","footnotes":""},"categories":[50],"post_tag":[],"content-type":[],"coauthors":[37],"class_list":["post-129","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-retail"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Machine Learning + \u5c0f\u58f2\u5b9f\u65bd = \u5f37\u5316\u3055\u308c\u305f\u5e97\u8217\u8a2a\u554f\u3068\u30c7\u30fc\u30bf\u5206\u6790 - \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u696d\u754c\u5225\u306e\u8a18\u4e8b<\/title>\n<meta name=\"description\" content=\"For retail execution teams, Machine Learning helps optimize route plans, expedite store visits, and deepen data analysis. Learn more about in-market solutions today.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/retail\/2017\/03\/10\/machine-learning-retail-execution-supercharged-store-visits-and-data-analysis\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine Learning + \u5c0f\u58f2\u5b9f\u65bd = \u5f37\u5316\u3055\u308c\u305f\u5e97\u8217\u8a2a\u554f\u3068\u30c7\u30fc\u30bf\u5206\u6790 - \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u696d\u754c\u5225\u306e\u8a18\u4e8b\" \/>\n<meta property=\"og:description\" content=\"For retail execution teams, Machine Learning helps optimize route plans, expedite store visits, and deepen data analysis. Learn more about in-market solutions today.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/retail\/2017\/03\/10\/machine-learning-retail-execution-supercharged-store-visits-and-data-analysis\/\" \/>\n<meta property=\"og:site_name\" content=\"\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u696d\u754c\u5225\u306e\u8a18\u4e8b\" \/>\n<meta property=\"article:published_time\" content=\"2017-03-10T20:17:20+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/wp-content\/uploads\/sites\/12\/2017\/03\/ML_Retail-Execution_grid.png\" \/>\n\t<meta property=\"og:image:width\" content=\"290\" \/>\n\t<meta property=\"og:image:height\" content=\"125\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Nina Lund\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Nina Lund\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"&lt;1 min read\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/retail\/2017\/03\/10\/machine-learning-retail-execution-supercharged-store-visits-and-data-analysis\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/retail\/2017\/03\/10\/machine-learning-retail-execution-supercharged-store-visits-and-data-analysis\/\"},\"author\":[{\"@id\":\"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/author\/nina-lund%e3%80%81%e3%83%9e%e3%82%a4%e3%82%af%e3%83%ad%e3%82%bd%e3%83%95%e3%83%88%e4%b8%96%e7%95%8c%e6%b6%88%e8%b2%bb%e8%b2%a1%e5%8f%96%e7%b7%a0%e5%bd%b9\/\",\"@type\":\"Person\",\"@name\":\"Nina Lund\"}],\"headline\":\"Machine Learning + \u5c0f\u58f2\u5b9f\u65bd = \u5f37\u5316\u3055\u308c\u305f\u5e97\u8217\u8a2a\u554f\u3068\u30c7\u30fc\u30bf\u5206\u6790\",\"datePublished\":\"2017-03-10T20:17:20+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/retail\/2017\/03\/10\/machine-learning-retail-execution-supercharged-store-visits-and-data-analysis\/\"},\"wordCount\":47,\"publisher\":{\"@id\":\"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/retail\/2017\/03\/10\/machine-learning-retail-execution-supercharged-store-visits-and-data-analysis\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/wp-content\/uploads\/sites\/12\/2017\/03\/ML_Retail-Execution_grid.png\",\"articleSection\":[\"\u6d41\u901a\u30fb\u6d88\u8cbb\u8ca1\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/retail\/2017\/03\/10\/machine-learning-retail-execution-supercharged-store-visits-and-data-analysis\/\",\"url\":\"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/retail\/2017\/03\/10\/machine-learning-retail-execution-supercharged-store-visits-and-data-analysis\/\",\"name\":\"Machine Learning + \u5c0f\u58f2\u5b9f\u65bd = \u5f37\u5316\u3055\u308c\u305f\u5e97\u8217\u8a2a\u554f\u3068\u30c7\u30fc\u30bf\u5206\u6790 - \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u696d\u754c\u5225\u306e\u8a18\u4e8b\",\"isPartOf\":{\"@id\":\"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/retail\/2017\/03\/10\/machine-learning-retail-execution-supercharged-store-visits-and-data-analysis\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/retail\/2017\/03\/10\/machine-learning-retail-execution-supercharged-store-visits-and-data-analysis\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.microsoft.com\/ja-jp\/industry\/blog\/wp-content\/uploads\/sites\/12\/2017\/03\/ML_Retail-Execution_grid.png\",\"datePublished\":\"2017-03-10T20:17:20+00:00\",\"description\":\"For retail execution teams, Machine Learning helps optimize route plans, expedite store visits, and deepen data analysis. 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