{"id":690,"date":"2022-04-08T02:07:45","date_gmt":"2022-04-07T17:07:45","guid":{"rendered":"https:\/\/www.ai-gakkai.or.jp\/jsai2022\/?page_id=690"},"modified":"2022-06-10T20:30:56","modified_gmt":"2022-06-10T11:30:56","slug":"industrial-session","status":"publish","type":"page","link":"https:\/\/www.ai-gakkai.or.jp\/jsai2022\/industrial-session","title":{"rendered":"\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30a2\u30eb\u30bb\u30c3\u30b7\u30e7\u30f3"},"content":{"rendered":"
6\u670814\u65e5 (\u706b)<\/span>\u300010:00\uff5e11:40\u3000E\u4f1a\u5834<\/p>\n 6\u670814\u65e5 (\u706b)<\/span>\u300014:20\uff5e16:00\u3000E\u4f1a\u5834<\/p>\n 6\u670814\u65e5 (\u706b)<\/span>\u300016:20\uff5e18:00\u3000E\u4f1a\u5834<\/p>\n 6\u670815\u65e5 (\u6c34)<\/span>\u300013:20\uff5e15:00\u3000E\u4f1a\u5834<\/p>\n 6\u670815\u65e5 (\u6c34)<\/span>\u300015:20\uff5e16:40\u3000E\u4f1a\u5834<\/p>\n 6\u670814\u65e5 (\u706b)<\/span>\u300010:00\uff5e11:40\u3000E\u4f1a\u5834<\/p>\n <\/a><\/p>\n \u5c0f\u5ddd \u96c4\u592a\u90ce\uff0c\u5f8c\u85e4 \u52c7\u8f1d<\/span> \u6628\u4eca\u3001\u300c\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u5185\u5305\u3057\u305fIT\u30b7\u30b9\u30c6\u30e0\u300d\uff08ML\u30b7\u30b9\u30c6\u30e0\uff09\u3092\u69cb\u7bc9\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u5897\u52a0\u306b\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u306a\u304c\u3089\u3001ML\u30b7\u30b9\u30c6\u30e0\u306e\u54c1\u8cea\u3092\u4fdd\u3061\u306a\u304c\u3089\u30a2\u30b8\u30e3\u30a4\u30eb\u958b\u767a\u3092\u9032\u3081\u308b\u624b\u6cd5\u306b\u3064\u3044\u3066\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u306a\u65b9\u6cd5\u8ad6\u304c\u78ba\u7acb\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002\u305d\u3053\u3067\u672c\u767a\u8868\u3067\u306fML\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u6642\u306b\u304a\u3051\u308b\u54c1\u8cea\u78ba\u4fdd\u306e\u5404\u7a2e\u89b3\u70b9\u3001\u8981\u4ef6\u3001\u30c6\u30b9\u30c8\u306b\u3064\u3044\u3066\u8abf\u67fb\u3057\u305f\u7d50\u679c\u3092\u5831\u544a\u3057\u307e\u3059\u3002\u5177\u4f53\u7684\u306b\u306fD. Sculley\u3089\u306e\u300cHidden Technical Debt\u300d\u8ad6\u6587\u3001\u30a2\u30f3\u30b5\u30fc\u8ad6\u6587\u300cML Test Score\u300d\u3092\u306f\u3058\u3081\u3001Software Engineering for Machine Learning\uff08SE4ML\uff09 \u3001\u305d\u3057\u3066CRISP-DM\u3092\u7d99\u627f\u3057\u305fCRISP-ML(Q)\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n <\/a><\/p>\n \u5185\u7530 \u594f<\/span> 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<\/a><\/p>\n \u5927\u5185\u5c71 \u6d69<\/span> \u6bce\u5e74\u6052\u4f8b\u3001 \u672c\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u306f\u4e16\u754c\u4e2d\u306e\u30a4\u30f3\u30c6\u30eb\u306e\u304a\u5ba2\u69d8\u304c\u30a4\u30f3\u30c6\u30eb® CPU \u3092\u4f7f\u7528\u3057\u3066 AI \u3092\u3069\u306e\u3088\u3046\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u3054\u7d39\u4ecb\u3044\u305f\u3057\u307e\u3059\u3002 \u591a\u304f\u306e\u7686\u69d8\u306b AI \u306b\u5bfe\u3059\u308b\u30a4\u30f3\u30c6\u30eb® CPU \u306e\u30dd\u30c6\u30f3\u30b7\u30e3\u30eb\u3092\u611f\u3058\u3066\u3044\u305f\u3060\u304d\u3001 \u305c\u3072\u65e5\u3005\u306e\u6d3b\u52d5\u306e\u3054\u53c2\u8003\u3068\u3057\u3066\u3044\u305f\u3060\u3051\u308c\u3070\u5e78\u3044\u3067\u3059\u3002<\/p>\n <\/a><\/p>\n \u65e9\u7530 \u5553\u4ecb<\/span> 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<\/a><\/p>\n \u7531\u4e95 \u6210\u548c<\/span> \u65e5\u672c\u7dcf\u5408\u7814\u7a76\u6240 \u5148\u7aef\u6280\u8853\u30e9\u30dc\u306f\uff0cSMBC\u30b0\u30eb\u30fc\u30d7\u306b\u304a\u3051\u308bAI\u7b49\u306e\u5148\u7aef\u6280\u8853\u306eR&D\u7d44\u7e54\u3068\u3057\u3066\uff0c\u5e45\u5e83\u304fIT\u52d5\u5411\u3092\u30ea\u30b5\u30fc\u30c1\u3057\uff0c\u6709\u671b\u306a\u6280\u8853\u306e\u8a55\u4fa1\u3092\u76ee\u7684\u3068\u3057\u305f\u691c\u8a3c\u3084\uff0c\u5b9f\u30d3\u30b8\u30cd\u30b9\u3078\u306e\u5fdc\u7528\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\uff0e\u7814\u7a76\u6a5f\u95a2\u30fb\u5927\u5b66\u30fb\u5c02\u9580\u4e8b\u696d\u8005\u69d8\u3068\u306e\u30d1\u30fc\u30c8\u30ca\u30fc\u30b7\u30c3\u30d7\u306b\u3088\u308b\u5171\u540c\u7814\u7a76\u3082\u884c\u3063\u3066\u304a\u308a\uff0c\u672c\u767a\u8868\u3067\u306f\u6700\u8fd1\u306e\u53d6\u308a\u7d44\u307f\u306b\u3064\u3044\u3066\u3054\u7d39\u4ecb\u3057\u307e\u3059\uff0e<\/p>\n 6\u670814\u65e5 (\u706b)<\/span>\u300014:20\uff5e16:00\u3000E\u4f1a\u5834<\/p>\n <\/a><\/p>\n \u76f8\u826f \u7f8e\u7e54<\/span> \u30d0\u30aa\u30d0\u30d6\u306f2010\u5e74\u5275\u696d\u4ee5\u6765\u3001\u6a5f\u68b0\u7ffb\u8a33\u306e\u305f\u3081\u306e\u5bfe\u8a33\u4f5c\u6210\u304b\u3089\u3001\u753b\u50cf\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u30fb\u30c6\u30ad\u30b9\u30c8\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u30fb\u753b\u50cf\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u3084\u5bfe\u8a71\u30b7\u30ca\u30ea\u30aa\u69cb\u7bc9\u7b49\u3001\u5404\u7a2e\u5b66\u7fd2\u30c7\u30fc\u30bf\u69cb\u7bc9\u306b\u7279\u5316\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u3092\u5c55\u958b\u3057\u3066\u304a\u308a\u307e\u3059\u3002 <\/a><\/p>\n \u5c0f\u6e15 \u6075\u4e00\u90ce<\/span> 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<\/a><\/p>\n \u6cb3\u6751 \u5cb3<\/span> \u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u30b0\u30eb\u30fc\u30d7\u306b\u304a\u3051\u308bAI\u6d3b\u7528\u4e8b\u4f8b\u306e\u7d39\u4ecb\u3092\u901a\u3058\u3066\u3001AI\u6d3b\u7528\u6226\u7565\u3068\u4eca\u5f8c\u306e\u5c55\u671b\u306b\u3064\u3044\u3066\u8ff0\u3079\u307e\u3059\u3002<\/p>\n <\/a><\/p>\n \u77f3\u539f \u7965\u609f<\/span> ARISE analytics \u306f\u3001KDDI \u3068\u30a2\u30af\u30bb\u30f3\u30c1\u30e5\u30a2\u306e\u30b8\u30e7\u30a4\u30f3\u30c8\u30d9\u30f3\u30c1\u30e3\u30fc\u3068\u3057\u3066 2017\u5e74\u306b\u8a95\u751f\u3057\u307e\u3057\u305f\u3002\u73fe\u5728\u7d04350\u540d\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u5728\u7c4d\u3057\u3001KDDI\u304c\u4fdd\u6709\u3059\u308b4,000\u4e07\u3092\u8d85\u3048\u308b\u9867\u5ba2\u30c7\u30fc\u30bf\uff08\u5c5e\u6027\u3084\u884c\u52d5\u30c7\u30fc\u30bf\u306a\u3069\uff09\u3068\u30a2\u30af\u30bb\u30f3\u30c1\u30e5\u30a2\u306e\u6280\u8853\u529b\u30fb\u30b3\u30f3\u30b5\u30eb\u529b\u3092\u5f37\u307f\u306b\u4f01\u696d\u306eDX \u3092\u652f\u63f4\u3057\u3066\u3044\u307e\u3059\u3002\u4eca\u56de\u306fARISE analytics\u304c\u53d6\u308a\u7d44\u3080\u3001\u9867\u5ba2\u306e\u8208\u5473\u30fb\u95a2\u5fc3\u30c7\u30fc\u30bf\u5206\u6790\u306b\u3088\u308b\u4f01\u696d\u306e\u300c\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u9ad8\u5ea6\u5316\u300d\u306e\u4e8b\u4f8b\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n <\/a><\/p>\n \u65b0\u4e95 \u4fe1\u52dd<\/span> AI\u3084\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306b\u4f8b\u3048\u3070\u30af\u30e9\u30a6\u30c9\u306e\u307f\u3067\u69cb\u7bc9\u3059\u308b\u5834\u5408\u3001\u30c7\u30fc\u30bf\u8ee2\u9001\u306b\u3088\u308b\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u3001\u30b9\u30d4\u30fc\u30c9\u3084\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3084\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306a\u3069\u306e\u8ab2\u984c\u3068\u76f4\u9762\u3059\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3057\u52b9\u7387\u5316\u3059\u308b\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3084\u30aa\u30f3\u30d7\u30ec\u306e\u30cf\u30fc\u30c9\u30a6\u30a8\u30a2\u3054\u63a1\u7528\u306e\u5b9f\u4f8b\u306b\u3064\u3044\u3066\u88fd\u9020\u696d\u3001\u533b\u7642\u3001\u5c0f\u58f2\u308a\u696d\u3001\u6559\u80b2\u5206\u91ce\u306a\u3069\u306e\u304a\u5ba2\u69d8\u304c\u3069\u306e\u3088\u3046\u306b\u89e3\u6c7a\u3057\u305f\u304b\u4f7f\u7528\u4e8b\u4f8b\u3092\u3082\u3068\u306b\u3054\u7d39\u4ecb\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n 6\u670814\u65e5 (\u706b)<\/span>\u300016:20\uff5e18:00\u3000E\u4f1a\u5834<\/p>\n <\/a><\/p>\n \u5408\u7530 \u5468\u5e73<\/span> \u30a6\u30a9\u30f3\u30c6\u30c3\u30c9\u30ea\u30fc\u306f\u300c\u30b7\u30b4\u30c8\u3067\u30b3\u30b3\u30ed\u30aa\u30c9\u30eb\u3072\u3068\u3092\u3075\u3084\u3059\u300d\u305f\u3081\u306b\u3001\u306f\u305f\u3089\u304f\u3059\u3079\u3066\u306e\u4eba\u304c\u5171\u611f\u3092\u901a\u3058\u3066\u4eba\u3084\u4f1a\u793e\u3068\u300c\u3067\u3042\u3044\u300d\u300c\u3064\u306a\u304c\u308a\u300d\u300c\u3064\u306a\u304c\u308a\u3092\u6df1\u3081\u308b\u300d\u305f\u3081\u306e\u30d3\u30b8\u30cd\u30b9SNS \u300cWantedly\u300d \u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u3002Wantedly \u3067\u306f\u5e74\u3005\u30e6\u30fc\u30b6\u898f\u6a21\u304c\u62e1\u5927\u3057\u3066\u8907\u96d1\u6027\u3082\u5897\u3057\u3066\u304a\u308a\u3001\u3088\u308a\u826f\u3044\u30de\u30c3\u30c1\u30f3\u30b0\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3092\u6700\u3082\u91cd\u8981\u306a\u6280\u8853\u9818\u57df\u306e1\u3064\u3068\u3057\u3066\u4f4d\u7f6e\u3065\u3051\u3001\u958b\u767a\u30fb\u904b\u7528\u306b\u529b\u3092\u5165\u308c\u3066\u3044\u308b\u3002\u672c\u767a\u8868\u3067\u306f\u6211\u3005\u306e\u30d7\u30ed\u30c0\u30af\u30c8\u306b\u304a\u3044\u3066\u3069\u306e\u3088\u3046\u306b\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u767a\u3057\u3001\u3069\u306e\u3088\u3046\u306a\u4fa1\u5024\u3092\u30e6\u30fc\u30b6\u306b\u63d0\u4f9b\u3067\u304d\u3066\u3044\u308b\u304b\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3059\u308b\u3002<\/p>\n <\/a><\/p>\n \u4e2d\u897f \u7fa9\u4eba<\/span> 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<\/a><\/p>\n \u8c46\u8c37 \u6d69\u8f1d<\/span> \u682a\u5f0f\u4f1a\u793e\u30c7\u30a3\u30fc\u30fb\u30a8\u30cc\u30fb\u30a8\u30fc\u304c\u53d6\u308a\u7d44\u3080AI\u7814\u7a76\u958b\u767a\u3068\u4e8b\u696d\u306b\u304a\u3051\u308b\u6d3b\u7528\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u7279\u306b\u3001\u30a8\u30f3\u30bf\u30e1\u3084\u793e\u4f1a\u8ab2\u984c\u89e3\u6c7a\u306b\u5411\u3051\u305f\u97f3\u58f0AI\u306e\u6d3b\u7528\u4e8b\u4f8b\u306b\u89e6\u308c\u306a\u304c\u3089\u3001\u65b0\u898f\u4e8b\u696d\u306b\u304a\u3051\u308b\u97f3\u58f0AI\u306e\u7814\u7a76\u958b\u767a\u3084\u4eca\u5f8c\u306e\u5c55\u671b\u306b\u3064\u3044\u3066\u3001\u767a\u5c55\u8457\u3057\u3044\u97f3\u58f0\u3068\u6a5f\u68b0\u5b66\u7fd2\u306e\u5206\u91ce\u3067\u7814\u7a76\u958b\u767a\u3059\u308b\u30c1\u30fc\u30e0\u304b\u3089\u7d39\u4ecb\u3057\u307e\u3059\u3002 <\/a><\/p>\n \u5cf6\u7530 \u5065\u4e00\u90ce<\/span> NTT\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30ba\u306e\u30c7\u30fc\u30bf\u5206\u6790\u306b\u95a2\u3059\u308b\u53d6\u308a\u7d44\u307f\u306e\u3054\u7d39\u4ecb<\/p>\n <\/a><\/p>\n \u5e02\u6751 \u62d3\u4e5f<\/span> \u30d5\u30e5\u30fc\u30c1\u30e3\u30fc\u3067\u306eAI\u3092\u6d3b\u7528\u3057\u305f\u4e8b\u4f8b\u306e\u7d39\u4ecb\u3092\u3057\u307e\u3059\u3002<\/p>\n 6\u670815\u65e5 (\u6c34)<\/span>\u300013:20\uff5e15:00\u3000E\u4f1a\u5834<\/p>\n <\/a><\/p>\n \u4f0a\u52a0\u7530 \u6075\u5fd7<\/span> OKI\u306f\u300c\u793e\u4f1a\u306e\u5927\u4e08\u592b\u3092\u3064\u304f\u3063\u3066\u3044\u304f\u3002\u300d\u3092\u30b9\u30ed\u30fc\u30ac\u30f3\u306b\u3001\u793e\u4f1a\u306e\u30a4\u30f3\u30d5\u30e9\u3092\u9ad8\u5ea6\u5316\u3055\u305b\u308b\u88fd\u54c1\u3092\u4e2d\u5fc3\u306b\u4e8b\u696d\u5c55\u958b\u3057\u3066\u3044\u307e\u3059\u3002\u672c\u767a\u8868\u3067\u306f\u305d\u306e\u3088\u3046\u306a\u88fd\u54c1\u7fa4\u306b\u642d\u8f09\u3055\u308c\u308bOKI\u306eAI\u6280\u8853\u3084\u88fd\u54c1\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3044\u305f\u3057\u307e\u3059\u3002\u307e\u305fOKI\u304c\u6ce8\u529b\u3057\u3066\u3044\u308b\u3001\u6280\u8853\u3084\u88fd\u54c1\u958b\u767a\u3092\u63d0\u4f9b\u3059\u308b\u4e0a\u3067\u5fc5\u8981\u3068\u306a\u308b\u300c\u958b\u767a\u539f\u5247\u300d\u3001\u300cAI\u30ac\u30d0\u30ca\u30f3\u30b9\u300d\u3001\u300c\u54c1\u8cea\u4fdd\u8a3c\u300d\u3001\u300c\u4eba\u8ca1\u80b2\u6210\u300d\u306e\u5236\u5ea6\u3084\u4ed5\u7d44\u307f\u69cb\u7bc9\u306e\u6d3b\u52d5\u306b\u3064\u3044\u3066\u3082\u7d39\u4ecb\u3044\u305f\u3057\u307e\u3059\u3002 <\/a><\/p>\n \u6625\u6728 \u8015\u7950<\/span> \u6771\u829d\u30b0\u30eb\u30fc\u30d7\u3067\u306f\u3001\u30ab\u30fc\u30dc\u30f3\u30cb\u30e5\u30fc\u30c8\u30e9\u30eb\u30fb\u30a4\u30f3\u30d5\u30e9\u30ec\u30b8\u30ea\u30a8\u30f3\u30b9\u3068\u3044\u3046\u5730\u7403\u898f\u6a21\u306e\u793e\u4f1a\u8ab2\u984c\u306b\u5fdc\u3048\u308b\u305f\u3081\u3001\u5e45\u5e83\u3044AI\u6280\u8853\u306e\u7814\u7a76\u958b\u767a\u3084\u69d8\u3005\u306a\u30bd\u30d5\u30c8\u30a6\u30a8\u30a2\u57fa\u76e4\u958b\u767a\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u672c\u767a\u8868\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u53d6\u308a\u7d44\u307f\u306b\u3064\u3044\u3066\u4e8b\u4f8b\u3092\u4ea4\u3048\u3066\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n <\/a><\/p>\n \u963f\u90e8 \u5efa\uff0c\u8107\u68ee \u6d69\u5fd7<\/span> BIPROGY\u30b0\u30eb\u30fc\u30d7\u3067\u306f\u30c7\u30fc\u30bf\u5206\u6790\u3084AI\u6280\u8853\u306e\u9069\u7528\u306b\u3088\u308a\u3001\u69d8\u3005\u306a\u793e\u4f1a\u8ab2\u984c\u30fb\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u306e\u89e3\u6c7a\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002 <\/a><\/p>\n \u8349\u91ce \u548c\u6587(\u30af\u30ec\u30b9\u30b3DT)\uff0c\u4e2d\u539f \u8ad2(\u30af\u30ec\u30b9\u30b3)<\/span> \u2605\u30a8\u30c3\u30b8AI\u3067\u898b\u5206\u3051\u308b\u751f\u305f\u307e\u3054or\u3086\u3067\u305f\u307e\u3054\uff01 <\/a><\/p>\n \u795e\u9577 \u4f38\u5e78<\/span> \u6c42\u8077\u8005\u3068\u6c42\u4eba\u4f01\u696d\u3092\u7e4b\u3050\u8ee2\u8077\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u904b\u55b6\u3059\u308b\u30df\u30a4\u30c0\u30b9\u3067\u306f\u3001\u8ee2\u8077\u306b\u304a\u3051\u308b\u30de\u30c3\u30c1\u30f3\u30b0\u3092\u901a\u3057\u3066\u3001\u6c42\u8077\u8005\u3068\u6c42\u4eba\u4f01\u696d\u53cc\u65b9\u306e\u5e0c\u671b\u6761\u4ef6\u3092\u6e80\u305f\u3059\u3053\u3068\u306b\u52a0\u3048\u3066\u3001\u6c42\u8077\u8005\u304c\u8ee2\u8077\u5148\u3067\u6d3b\u8e8d\u3059\u308b\u3053\u3068\u3092\u8996\u91ce\u306b\u5165\u308c\u305f\u8ee2\u8077\u652f\u63f4\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u4ed5\u4e8b\u3067\u306e\u6d3b\u8e8d\u306b\u3064\u306a\u304c\u308b\u500b\u4eba\u7279\u5fb4\u306e\u7406\u89e3\u3084\u305d\u306e\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8\u65b9\u6cd5\u306e\u958b\u767a\u3060\u3051\u3067\u306a\u304f\u3001\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8\u30c7\u30fc\u30bf\u3092\u8003\u616e\u3057\u305f\u8ee2\u8077\u63a8\u85a6\u306e\u6280\u8853\u958b\u767a\u304c\u91cd\u8981\u3067\u3059\u3002HR\u30b5\u30a4\u30a8\u30f3\u30b9\u7814\u7a76\u6240\u306f\u3001\u5fc3\u7406\u5b66\u30fb\u7d4c\u6e08\u5b66\u30fb\u8a00\u8a9e\u5b66\u306a\u3069\u306e\u30d2\u30e5\u30fc\u30de\u30f3\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u60c5\u5831\u5b66\u3092\u4e2d\u5fc3\u3068\u3059\u308b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u878d\u5408\u3055\u305b\u306a\u304c\u3089\u3001\u591a\u69d8\u306a\u30d2\u30e5\u30fc\u30de\u30f3\u30ea\u30bd\u30fc\u30b9\u30c7\u30fc\u30bf\u3092\u7814\u7a76\u5bfe\u8c61\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u672c\u767a\u8868\u3067\u306f\u3001\u8ee2\u8077\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3084\u500b\u4eba\u7279\u5fb4\u306e\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8\u306b\u95a2\u3059\u308b\u6211\u3005\u306e\u7814\u7a76\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n 6\u670815\u65e5 (\u6c34)<\/span>\u300015:20\uff5e16:40\u3000E\u4f1a\u5834<\/p>\n <\/a><\/p>\n \u5ca9\u4e95\u5343\u5983\u5442\u3001\u5927\u897f\u4e00\u8cab<\/span> \u300c\u5e02\u5834\u5206\u6790\u306e\u305f\u3081\u306e\u884c\u52d5\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u300d\u3084\u300c\u52d5\u753b\u306e\u8996\u8074\u8996\u7dda\u4e88\u6e2c\u300d\u3092\u4e2d\u5fc3\u306bIREP\u304c\u8a66\u307f\u3066\u3044\u308bAI\u6280\u8853\u958b\u767a\u306e\u53d6\u308a\u7d44\u307f\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n <\/a><\/p>\n \u30a8\u30b9\u30fb\u30a8\u30e0\u30fb\u30a8\u30b9\u306b\u304a\u3051\u308bAI\u6280\u8853\u6d3b\u7528\u4e8b\u4f8b\u3092\u3054\u7d39\u4ecb\u3044\u305f\u3057\u307e\u3059<\/p>\n <\/a><\/p>\n \uff08\u682a\u5f0f\u4f1a\u793e\u30a8\u30af\u30b5\u30a6\u30a3\u30b6\u30fc\u30ba\uff09<\/p>\n \u30a8\u30af\u30b5\u30a6\u30a3\u30b6\u30fc\u30ba\u3067\u306f\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fb\u30d3\u30b8\u30e7\u30f3\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u30ed\u30dc\u30c6\u30a3\u30af\u30b9\u3001\u7d44\u5408\u305b\u6700\u9069\u5316\u306a\u3069\u306e\u5e45\u5e83\u3044\u5b9f\u8df5\u3092\u884c\u306a\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u672c\u767a\u8868\u3067\u306f\u4e3b\u306b\u8868\u5f62\u5f0f\u30c7\u30fc\u30bf\u306b\u3064\u3044\u3066\u306e\u4e8b\u4f8b\u3092\u7d39\u4ecb\u81f4\u3057\u307e\u3059\u3002 <\/a><\/p>\n \u591a\u7530 \u5c06\u5fd7<\/span> NTT\u30c7\u30fc\u30bf\u6570\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3084\u6570\u7406\u8a08\u753b\u6cd5\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u30d0\u30e9\u30a8\u30c6\u30a3\u306b\u5bcc\u3093\u3060\u30c4\u30fc\u30eb\u306e\u958b\u767a\u3084\u3001AI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u53d7\u8a17\u6848\u4ef6\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u4eca\u56de\u306f\u3001\u6700\u8fd1\u306e\u5f53\u793e\u4e8b\u4f8b\u3084\u65b0\u88fd\u54c1Alkano(\u30a2\u30eb\u30ab\u30ce\uff09\u306a\u3069\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n <\/a><\/p>\n \u9ad8\u67f3 \u614e\u4e00<\/span> Boston Consulting Group GAMMA\u306f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3084\u305d\u306e\u5468\u8fba\u6280\u8853\u306b\u95a2\u3059\u308b\u6df1\u3044\u77e5\u8b58\u3068\u7d4c\u9a13\u53ca\u3073\u5404\u56fd\u306e\u5927\u5b66\/\u7814\u7a76\u6a5f\u95a2\u3092\u542b\u3081\u305f\u5e45\u5e83\u3044\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u6301\u3063\u3066\u3044\u308b\u7d44\u7e54\u3067\u3059\u3002\u8fd1\u5e74\u3001\u5e83\u304f\u77e5\u3089\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3044\u3066\u7528\u3044\u3089\u308c\u308b\u8a55\u4fa1\u6307\u6a19\u306e\u5411\u4e0a\u306f\u5fc5\u305a\u3057\u3082\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30d1\u30af\u30c8\u306e\u5c3a\u5ea6\u3067\u3042\u308bKPI\u306e\u5411\u4e0a\u3092\u610f\u5473\u3057\u307e\u305b\u3093\u3002\u672c\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u306f\u3001\u6a19\u6e96\u7684\u306b\u7528\u3044\u3089\u308c\u308bR^2, ROC-AUC\u306a\u3069\u306e\u8a55\u4fa1\u6307\u6a19\u3067\u306f\u306a\u304f\u76f4\u63a5\u7684\u306bKPI\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306e\u65b9\u6cd5\u8ad6\u3068\u305d\u306e\u9069\u7528\u4e8b\u4f8b\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n <\/a><\/p>\n \u6d5c\u91ce \u7d18\u4e00<\/span> SIGNATE\u306f\u30c7\u30fc\u30bf\u5206\u6790\u30b3\u30f3\u30da\u30c6\u30a3\u30b7\u30e7\u30f3\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0”SIGNATE”\u3092\u904b\u55b6\u3057\u3066\u304a\u308a\u3001\u30aa\u30fc\u30d7\u30f3\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u6d3b\u7528\u3057\u305fAI\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\n
\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30a2\u30eb\u30bb\u30c3\u30b7\u30e7\u30f32<\/h4>\n
\n
\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30a2\u30eb\u30bb\u30c3\u30b7\u30e7\u30f33<\/h4>\n
\n
\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30a2\u30eb\u30bb\u30c3\u30b7\u30e7\u30f34<\/h4>\n
\n
\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30a2\u30eb\u30bb\u30c3\u30b7\u30e7\u30f35<\/h4>\n
\n
\n\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30a2\u30eb\u30bb\u30c3\u30b7\u30e7\u30f31<\/h3>\n
(1)\u96fb\u901a\u56fd\u969b\u60c5\u5831\u30b5\u30fc\u30d3\u30b9
\u300cCLISP-ML(Q)\u3092\u306f\u3058\u3081\u3068\u3057\u305fML\u30b7\u30b9\u30c6\u30e0\u306e\u54c1\u8cea\u78ba\u4fdd\u306b\u95a2\u3059\u308b\u8abf\u67fb\u300d<\/strong><\/h4>\n
\uff08\u96fb\u901a\u56fd\u969b\u60c5\u5831\u30b5\u30fc\u30d3\u30b9 \u30af\u30ed\u30b9\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u672c\u90e8 AITC\u90e8\uff09<\/p>\n(2)Sansan\u682a\u5f0f\u4f1a\u793e
\u300c\u540d\u523a\u306b\u7279\u5316\u3057\u305f\u72ec\u81eaOCR\u30a8\u30f3\u30b8\u30f3\u958b\u767a\u306e\u53d6\u308a\u7d44\u307f\u300d<\/strong><\/h4>\n
\uff08Sansan\u682a\u5f0f\u4f1a\u793e \u6280\u8853\u672c\u90e8 \u7814\u7a76\u958b\u767a\u90e8 Automation\u30b0\u30eb\u30fc\u30d7\uff09<\/p>\n(3)\u30a4\u30f3\u30c6\u30eb\u682a\u5f0f\u4f1a\u793e
\u300cCPU \u3060\u3051\u3067 AI \u3092\u3084\u308a\u5207\u3063\u305f \u6700\u65b0\u4e8b\u4f8b\u306e\u3054\u7d39\u4ecb \u201922 \u590f\u300d<\/strong><\/h4>\n
\uff08\u30a4\u30f3\u30c6\u30eb\u682a\u5f0f\u4f1a\u793e APJ\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u30fb\u30b0\u30eb\u30fc\u30d7\u30fb\u30bb\u30fc\u30eb\u30b9 AI \u30c6\u30af\u30cb\u30ab\u30eb\u30fb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30fb \u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8\uff09<\/p>\n(4)\u30b3\u30cb\u30ab\u30df\u30ce\u30eb\u30bf\u682a\u5f0f\u4f1a\u793e
\u300c\u30b3\u30cb\u30ab\u30df\u30ce\u30eb\u30bf\u306e\u753b\u50cfAI\u30fbIoT\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u300cFORXAI\uff1a\u30d5\u30a9\u30fc\u30b5\u30a4\u300d\u300d<\/strong><\/h4>\n
\uff08\u30b3\u30cb\u30ab\u30df\u30ce\u30eb\u30bf\u682a\u5f0f\u4f1a\u793e \u6280\u8853\u958b\u767a\u672c\u90e8FORXAI\u958b\u767a\u30bb\u30f3\u30bf\u30fcAI\u6280\u8853\u958b\u767a\u90e8\uff09<\/p>\n(5)\u682a\u5f0f\u4f1a\u793e\u65e5\u672c\u7dcf\u5408\u7814\u7a76\u6240
\u300c\u65e5\u672c\u7dcf\u5408\u7814\u7a76\u6240 \u5148\u7aef\u6280\u8853\u30e9\u30dc\u306b\u304a\u3051\u308b\uff21\uff29\u5206\u91ce\u306e\u6280\u8853\u30ea\u30b5\u30fc\u30c1\u3068\u5fdc\u7528\u4e8b\u4f8b\u300d<\/strong><\/h4>\n
\uff08\u682a\u5f0f\u4f1a\u793e\u65e5\u672c\u7dcf\u5408\u7814\u7a76\u6240\uff09<\/p>\n\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30a2\u30eb\u30bb\u30c3\u30b7\u30e7\u30f32<\/h3>\n
(1)\u682a\u5f0f\u4f1a\u793e\u30d0\u30aa\u30d0\u30d6
\u300c\u795e\u306f\u7d30\u90e8\u306b\u5bbf\u308b-\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u5916\u6ce8\u3078\u306e\u7b2c\u4e00\u6b69\u300d<\/strong><\/h4>\n
\uff08\u682a\u5f0f\u4f1a\u793e\u30d0\u30aa\u30d0\u30d6\uff09<\/p>\n
\n\u6a5f\u68b0\u5b66\u7fd2\u306e\u8981\u3067\u3042\u308b\u9ad8\u54c1\u8cea\u306a\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u69cb\u7bc9\u306b\u3064\u3044\u3066\u3001\u5177\u4f53\u7684\u306a\u4e8b\u4f8b\u3068\u3068\u3082\u306b\u304a\u4f1d\u3048\u3057\u307e\u3059\u3002<\/p>\n(2)\u6a2a\u6cb3\u96fb\u6a5f\u682a\u5f0f\u4f1a\u793e
\u300c\u30d7\u30e9\u30f3\u30c8\u81ea\u5f8b\u5236\u5fa1\u306b\u3080\u3051\u305fAI\u6280\u8853\u9069\u7528\u4e8b\u4f8b\u300d<\/strong><\/h4>\n
\uff08\u6a2a\u6cb3\u96fb\u6a5f\u682a\u5f0f\u4f1a\u793e \u6a2a\u6cb3\u30d7\u30ed\u30c0\u30af\u30c8\u672c\u90e8 \u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\uff09<\/p>\n(3)\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u682a\u5f0f\u4f1a\u793e
\u300c\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u306eAI\u6d3b\u7528\u4e8b\u4f8b\u300d<\/strong><\/h4>\n
\uff08\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\u682a\u5f0f\u4f1a\u793e \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u672c\u90e8 \u30c7\u30b8\u30bf\u30eb\u30fbAI\u6280\u8853\u30bb\u30f3\u30bf\u30fc\uff09<\/p>\n(4)\u682a\u5f0f\u4f1a\u793eARISE analytics
\u300c\u9867\u5ba2\u306e\u8208\u5473\u30fb\u95a2\u5fc3\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u305f\u4f01\u696d\u306e\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u9ad8\u5ea6\u5316\u300d<\/strong><\/h4>\n
\uff08\u682a\u5f0f\u4f1a\u793eARISE analytics Customer Analytics Division \/ \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\uff09<\/p>\n(5)\u682a\u5f0f\u4f1a\u793e \u65e5\u672cHP
\u300cAI\u958b\u767a\u3084\u5c0e\u5165\u3092\u52b9\u7387\u5316\u3055\u305b\u308b\u30aa\u30f3\u30d7\u30ec\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u300d<\/strong><\/h4>\n
\uff08\u682a\u5f0f\u4f1a\u793e \u65e5\u672cHP \u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u5e02\u5834\u958b\u767a\uff09<\/p>\n\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30a2\u30eb\u30bb\u30c3\u30b7\u30e7\u30f33<\/h3>\n
(1)\u30a6\u30a9\u30f3\u30c6\u30c3\u30c9\u30ea\u30fc\u682a\u5f0f\u4f1a\u793e
\u300c\u30a6\u30a9\u30f3\u30c6\u30c3\u30c8\u3099\u30ea\u30fc\u306b\u304a\u3051\u308b\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u4e8b\u4f8b\u300d<\/strong><\/h4>\n
\uff08\u30a6\u30a9\u30f3\u30c6\u30c3\u30c9\u30ea\u30fc\u682a\u5f0f\u4f1a\u793e\uff09<\/p>\n(2)\u4e2d\u5916\u88fd\u85ac\u682a\u5f0f\u4f1a\u793e
\u300c\u4e2d\u5916\u88fd\u85ac\u304c\u76ee\u6307\u3059\u9769\u65b0\u7684\u306a\u65b0\u85ac\u5275\u51fa\uff5cAI\u6d3b\u7528\u306e\u4e8b\u4f8b\u7d39\u4ecb\u300d<\/strong><\/h4>\n
\uff08\u4e2d\u5916\u88fd\u85ac\u682a\u5f0f\u4f1a\u793e \u30c7\u30b8\u30bf\u30eb\u6226\u7565\u63a8\u9032\u90e8\u9577\uff09<\/p>\n(3)\u682a\u5f0f\u4f1a\u793e\u30c7\u30a3\u30fc\u30fb\u30a8\u30cc\u30fb\u30a8\u30fc
\u300c\u6c38\u4e45\u30d9\u30f3\u30c1\u30e3\u30fcDeNA\u304c\u97f3\u58f0AI\u7814\u7a76\u958b\u767a\u3067\u3081\u3056\u3059\u4e16\u754c\u300d<\/strong><\/h4>\n
\uff08\u682a\u5f0f\u4f1a\u793e\u30c7\u30a3\u30fb\u30a8\u30cc\u30fb\u30a8\u30fc\uff09<\/p>\n
\n\u97f3\u58f0AI\u306e\u3072\u3068\u3064\u3067\u3042\u308b\u97f3\u58f0\u5909\u63db\u306b\u3064\u3044\u3066\u3001\u4e03\u58f0\u30cb\u30fc\u30ca\u3092\u5b9f\u73fe\u3057\u305f\u6280\u8853\u3084\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5316\u306b\u5411\u3051\u305f\u53d6\u308a\u7d44\u307f\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u305d\u306e\u53d6\u308a\u7d44\u307f\u306e\u80cc\u666f\u306b\u3042\u308b\u3001\u30a8\u30f3\u30bf\u30e1\u3092\u63d0\u4f9b\u3059\u308b\u4f01\u696d\u3068\u3057\u3066\u97f3\u58f0\u5909\u63db\u306b\u671f\u5f85\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u660e\u3089\u304b\u306b\u3057\u307e\u3059\u3002
\n\u97f3\u58f0\u5408\u6210\u3082\u307e\u305f\u97f3\u58f0AI\u306e\u4e3b\u8981\u306a\u6280\u8853\u3067\u3059\u3002\u672c\u6280\u8853\u306b\u95a2\u3057\u3066\u3001\u793e\u4f1a\u8ab2\u984c\u89e3\u6c7a\u4e8b\u696d\u3067\u671f\u5f85\u3055\u308c\u308b\u5f79\u5272\u3084\u30a8\u30f3\u30bf\u30e1\u3092\u53d6\u308a\u5165\u308c\u305f\u65b0\u3057\u3044\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u5b9f\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u6700\u8fd1\u306e\u97f3\u58f0\u5408\u6210\u306e\u5b66\u8853\u7684\u306a\u767a\u5c55\u3092\u632f\u308a\u8fd4\u308a\u3001\u6700\u5148\u7aef\u306e\u6280\u8853\u3092\u5b9f\u7528\u3059\u308b\u305f\u3081\u306e\u8ab2\u984c\u3084\u5de5\u592b\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n(4)NTT\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30ba\u682a\u5f0f\u4f1a\u793e
\u300cNTT\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30ba\u306e\u30c7\u30fc\u30bf\u5206\u6790\u306b\u95a2\u3059\u308b\u53d6\u308a\u7d44\u307f\u306e\u3054\u7d39\u4ecb\u300d<\/strong><\/h4>\n
\uff08NTT\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30ba\u682a\u5f0f\u4f1a\u793e\uff09<\/p>\n(5)\u30d5\u30e5\u30fc\u30c1\u30e3\u30fc\u682a\u5f0f\u4f1a\u793e
\u300c\u30d5\u30e5\u30fc\u30c1\u30e3\u30fc\u3067\u306eAI\u4e8b\u4f8b\u7d39\u4ecb\u300d<\/strong><\/h4>\n
\uff08\u30d5\u30e5\u30fc\u30c1\u30e3\u30fc\u682a\u5f0f\u4f1a\u793e\uff09<\/p>\n\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30a2\u30eb\u30bb\u30c3\u30b7\u30e7\u30f34<\/h3>\n
(1)\u6c96\u96fb\u6c17\u5de5\u696d\u682a\u5f0f\u4f1a\u793e
\u300c\u793e\u4f1a\u306e\u5927\u4e08\u592b\u3092\u3064\u304f\u3063\u3066\u3044\u304f\u3002\u300d\u3092\u652f\u3048\u308bOKI\u306eAI<\/strong><\/h4>\n
\uff08\u6c96\u96fb\u6c17\u5de5\u696d\u682a\u5f0f\u4f1a\u793e \u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u63a8\u9032\u30bb\u30f3\u30bf\u30fc AI\u6280\u8853\u7814\u7a76\u958b\u767a\u90e8\uff09<\/p>\n
\n\u4e3b\u306a\u30c8\u30d4\u30c3\u30af\u30b9\uff1a
\n\u30fbOKI\u306e\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u652f\u3048\u308bAI\u6280\u8853\u304a\u3088\u3073\u88fd\u54c1\u306b\u3064\u3044\u3066
\n\u30fb\u30a8\u30c3\u30b8\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3078\u306eAI\u642d\u8f09\u3092\u7c21\u7d20\u5316\u3059\u308bDL\u8efd\u91cf\u5316\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066
\n\u30fbOKI\u306eAI\u88fd\u54c1\u3092\u304a\u5ba2\u69d8\u306b\u5b89\u5fc3\u3057\u3066\u4f7f\u3063\u3066\u3044\u305f\u3060\u304f\u305f\u3081\u306e\u4ed5\u7d44\u307f\u306b\u3064\u3044\u3066
\n\u30fb\u4eba\u8ca1\u80b2\u6210\u3084\u793e\u5185\u30a4\u30d9\u30f3\u30c8\u3001AI\u306e\u793e\u4f1a\u5b9f\u88c5\u3092\u898b\u636e\u3048\u305f\u5927\u5b66\u9023\u643a\u306b\u3064\u3044\u3066<\/p>\n(2)\u682a\u5f0f\u4f1a\u793e \u6771\u829d
\u300cAI\u95a2\u9023\u6280\u8853\u306e\u7814\u7a76\u958b\u767a\u3054\u7d39\u4ecb\u300d<\/strong><\/h4>\n
\uff08\u682a\u5f0f\u4f1a\u793e \u6771\u829d \u7814\u7a76\u958b\u767a\u30bb\u30f3\u30bf\u30fc\uff09<\/p>\n(3)BIPROGY\u682a\u5f0f\u4f1a\u793e
\u300c\u3088\u308a\u3088\u3044\u793e\u4f1a\u306e\u5b9f\u73fe\u3092\u76ee\u6307\u3059AI\u6280\u8853\u958b\u767a\u3068\u305d\u306e\u5fdc\u7528\u300d<\/strong><\/h4>\n
\uff08BIPROGY\u682a\u5f0f\u4f1a\u793e \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30b5\u30fc\u30d3\u30b9\u672c\u90e8\u30a2\u30c9\u30d0\u30f3\u30b9\u30c9\u57fa\u76e4\u6280\u8853\u90e8\uff21\uff29\uff0f\uff29\uff4f\uff34\u6280\u8853\u4e00\u5ba4\uff09<\/p>\n
\n\u672c\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u306f\u3001\u96fb\u529b\u30fb\u5c0f\u58f2\u30fb\u88fd\u9020\u30fb\u6559\u80b2\u30fb\u30a4\u30f3\u30d5\u30e9\u4fdd\u5168\u3068\u3044\u3063\u305f\u5e45\u5e83\u3044\u696d\u754c\u306b\u304a\u3051\u308bAI\u306e\u4e8b\u4f8b\u3068\u5171\u306b\u3001\u305d\u308c\u3089\u3092\u4e0b\u652f\u3048\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u3069\u306e\u3088\u3046\u306b\u751f\u307e\u308c\u3066\u304d\u305f\u304b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n(4)\u30af\u30ec\u30b9\u30b3\/\u30af\u30ec\u30b9\u30b3\u30fb\u30c7\u30b8\u30bf\u30eb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30ba
\u300c\u30a8\u30c3\u30b8AI\u3067\u898b\u5206\u3051\u308b\u751f\u305f\u307e\u3054or\u3086\u3067\u305f\u307e\u3054\uff01\/\u30bb\u30de\u30bb\u30b0\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092AI\u3067\u7d20\u65e9\u304f\u7c21\u5358\u306b\u300d<\/strong><\/h4>\n
\uff08\u30af\u30ec\u30b9\u30b3 \u30c7\u30b8\u30bf\u30eb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u63a8\u9032\u5ba4(DSP)\uff09<\/p>\n
\n\u305f\u307e\u3054\u3092\u5272\u3089\u305a\u3068\u3082\u7c21\u5358\u306b\u898b\u5206\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30a8\u30c3\u30b8AI\u30fbIoT\u30c7\u30d0\u30a4\u30b9\u306e\u3054\u7d39\u4ecb\u3067\u3059\u3002SONY\u306e\u30dc\u30fc\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u300cSpresense\u300d\u306b\u30b9\u30d4\u30fc\u30ab\u30fc\u3068\u30de\u30a4\u30af\u3092\u63a5\u7d9a\u3057\u3001\u305f\u307e\u3054\u306b\u97f3\u3092\u5f53\u3066\u3066\u5b66\u7fd2\u7528\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3002\u300cNeural Network Console\u300d\u3092\u4f7f\u3063\u3066CNN\u3092\u6a5f\u68b0\u5b66\u7fd2\u3057\u3001\u300cSpresense\u300d\u306b\u5b66\u7fd2\u7d50\u679c\u3092\u5b9f\u88c5\u3057\u307e\u3059\u3002\u305d\u308c\u306b\u3088\u308a\u3001\u97f3\u306e\u6ce2\u5f62\u3067\u300c\u305f\u307e\u3054\u300d\u3092\u898b\u5206\u3051\u308b\u30a8\u30c3\u30b8AI\u3092\u5b9f\u73fe\u3002\u3053\u308c\u3089\u30a8\u30c3\u30b8AI\u3068\u3057\u3066\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u69cb\u6210\u3068\u300c\u975e\u7834\u58ca\u691c\u67fb\u300d\u306b\u3082\u901a\u3058\u308b""\u305f\u307e\u3054""\u3092\u898b\u5206\u3051\u308bAI\u3067\u306e\u6ce2\u5f62\u5206\u6790\u30ce\u30a6\u30cf\u30a6\u3001\u304a\u3088\u3073\u30af\u30ec\u30b9\u30b3DT\u306eELTRES\u30a2\u30c9\u30aa\u30f3\u30dc\u30fc\u30c9\u3092\u7d44\u307f\u5408\u308f\u305b\u3001LPWA\u56de\u7dda\u3092\u901a\u3058\u3066\u5224\u5b9a\u7d50\u679c\u3092\u30af\u30e9\u30a6\u30c9\u3078\u9001\u308bIoT\u30c7\u30d0\u30a4\u30b9\u306e\u6a5f\u80fd\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002
\n—
\n\u2605\u30bb\u30de\u30bb\u30b0\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092AI\u3067\u7d20\u65e9\u304f\u7c21\u5358\u306b
\n\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306e\u624b\u6cd5\u3067\u306f\u3001\u5927\u91cf\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u6e08\u307f\u5b66\u7fd2\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u6e96\u5099\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u7279\u306b\u3001\u30d4\u30af\u30bb\u30eb\u5358\u4f4d\u306e\u5857\u308a\u5206\u3051\u304c\u5fc5\u8981\u3068\u306a\u308b\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306f\u4f5c\u696d\u8ca0\u8377\u304c\u9ad8\u3044\u3053\u3068\u3067\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u30af\u30ec\u30b9\u30b3\u3067\u306f\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30bf\u30fc\u30de\u30b7\u30f3\u306b\u3088\u308b\u4e88\u6e2c\u6a5f\u80fd\u304c\u642d\u8f09\u3055\u308c\u305f\u30da\u30a4\u30f3\u30c8\u30c4\u30fc\u30ebPePe\u3092\u958b\u767a\u3057\u307e\u3057\u305f\u3002\u753b\u50cf\u3092\u5857\u308a\u9032\u3081\u308b\u3068\u4f5c\u696d\u3092\u5b66\u7fd2\u3057\u3001\u4ed6\u306e\u90e8\u5206\u3092\u81ea\u52d5\u3067\u5857\u308bAI\u30c4\u30fc\u30eb\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n(5)\u30df\u30a4\u30c0\u30b9\u682a\u5f0f\u4f1a\u793e
\u300c\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8\u30ea\u30af\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u652f\u3048\u308bHR\u30b5\u30a4\u30a8\u30f3\u30b9\u300d<\/strong><\/h4>\n
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(1)\u682a\u5f0f\u4f1a\u793e\u30a2\u30a4\u30ec\u30c3\u30d7
\u300c\u5e83\u544a\u4ee3\u7406\u5e97\u304b\u3089\u898b\u305fAI\u6280\u8853\u306e\u5fdc\u7528\u30cb\u30fc\u30ba\u300d<\/strong><\/h4>\n
\uff08\u682a\u5f0f\u4f1a\u793e\u30a2\u30a4\u30ec\u30c3\u30d7\uff09<\/p>\n(2)\u682a\u5f0f\u4f1a\u793e\u30a8\u30b9\u30fb\u30a8\u30e0\u30fb\u30a8\u30b9
\u300c\u30a8\u30b9\u30fb\u30a8\u30e0\u30fb\u30a8\u30b9\u306b\u304a\u3051\u308bAI\u6280\u8853\u6d3b\u7528\u4e8b\u4f8b\u300d<\/strong><\/h4>\n(3)\u682a\u5f0f\u4f1a\u793e\u30a8\u30af\u30b5\u30a6\u30a3\u30b6\u30fc\u30ba
\u300c\u30d3\u30b8\u30cd\u30b9\u30fb\u30a2\u30ab\u30c7\u30df\u30c3\u30af\u4e21\u5206\u91ce\u3067\u306e\u3001\u6a5f\u68b0\u5b66\u7fd2\u3068\u305d\u306e\u95a2\u9023\u6280\u8853\u306e\u9069\u7528\u30fb\u904b\u7528\u4e8b\u4f8b\u5831\u544a\u300d<\/strong><\/h4>\n
\n\u7269\u6d41\u696d\u754c\u3067\u306e MLOps \u4e8b\u4f8b\u3084\u30e9\u30a4\u30d5\u30b5\u30a4\u30a8\u30f3\u30b9\u5206\u91ce\u3067\u306e\u6a5f\u68b0\u5b66\u7fd2\u6d3b\u7528\u306a\u3069\u306b\u95a2\u3057\u3066\u3001\u5f0a\u793e\u306e\u53d6\u308a\u7d44\u307f\u306e\u4e00\u7aef\u3092\u5831\u544a\u81f4\u3057\u307e\u3059\u3002<\/p>\n(4)\u682a\u5f0f\u4f1a\u793eNTT\u30c7\u30fc\u30bf\u6570\u7406\u30b7\u30b9\u30c6\u30e0
\u300cNTT\u30c7\u30fc\u30bf\u6570\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u6700\u8fd1\u306e\u4e8b\u4f8b\u30fb\u88fd\u54c1\u7d39\u4ecb\u300d<\/strong><\/h4>\n
\uff08\u682a\u5f0f\u4f1a\u793eNTT\u30c7\u30fc\u30bf\u6570\u7406\u30b7\u30b9\u30c6\u30e0 \u55b6\u696d\u90e8\uff09<\/p>\n(5)\u30dc\u30b9\u30c8\u30f3 \u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0 \u30b0\u30eb\u30fc\u30d7
\u300c\u8a55\u4fa1\u6307\u6a19\u3067\u306f\u306a\u304fKPI\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306e\u65b9\u6cd5\u8ad6\u3068\u305d\u306e\u9069\u7528\u4e8b\u4f8b\u306e\u7d39\u4ecb\u300d<\/strong><\/h4>\n
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\u300c\u30b3\u30f3\u30da\u30c6\u30a3\u30b7\u30e7\u30f3\u306b\u3088\u308bAI\u958b\u767a\u306e\u53ef\u80fd\u6027\u300d<\/strong><\/h4>\n
\uff08\u682a\u5f0f\u4f1a\u793eSIGNATE Data Consulting Group\uff0fVPoP\uff09<\/p>\n
\u3053\u306e\u30b3\u30f3\u30da\u30c6\u30a3\u30b7\u30e7\u30f3\u306e\u4ed5\u7d44\u307f\u3092\u6d3b\u7528\u3057\u305f\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u958b\u767a\u3084\u3001AI\u958b\u767a\u3092\u62c5\u3046\u4eba\u6750\u306e\u63a1\u7528\u30fb\u80b2\u6210\u3068\u3044\u3063\u305f\u4e8b\u4f8b\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n