{"id":16037,"date":"2020-10-16T12:43:10","date_gmt":"2020-10-16T03:43:10","guid":{"rendered":"https:\/\/game-creators.jp\/media\/?p=16037"},"modified":"2020-10-16T12:43:10","modified_gmt":"2020-10-16T03:43:10","slug":"13177","status":"publish","type":"post","link":"https:\/\/game-creators.jp\/media\/event-search\/13177\/","title":{"rendered":"\u3010AI\u5b9f\u52d9\u306b\u5f79\u7acb\u3064\u3011\u5b9f\u7528\u8a00\u8a9e\u30c7\u30fc\u30bf\u51e6\u7406\u30de\u30b9\u30bf\u30fc\u30b3\u30fc\u30b9\u3010\u30aa\u30f3\u30e9\u30a4\u30f3\u3011"},"content":{"rendered":"<p>\u65e5\u7a0b\uff1a<time class=\"eventAside-day\" datetime=\"2020-10-31\">2020\/10\/31(\u571f)<\/time><time datetime=\"18:00\">18:00<\/time>\u301c<time datetime=\"19:00\">19:00<\/time><\/p>\n<div class=\"eventAside-buttonArea\"><a class=\"btn ml green\" href=\"https:\/\/techplay.jp\/event\/join\/794766\">\u30a4\u30d9\u30f3\u30c8\u306b\u7533\u3057\u8fbc\u3080<\/a><\/div>\n<p class=\"eventAside-period\">\u3010\u52df\u96c6\u671f\u9593\u3011<br \/>\n<time datetime=\"2020-10-01 12:00:00\">2020\/10\/01(\u6728) 12:00<\/time>\u00a0\u301c\u00a0<time datetime=\"2020-10-31 19:00:00\">2020\/10\/31(\u571f) 19:00<\/time><\/p>\n<p>\u4f1a\u5834\uff1a\u30aa\u30f3\u30e9\u30a4\u30f3<\/p>\n<p>\u4e3b\u50ac\uff1aAVILEN<\/p>\n<table>\n<thead>\n<tr>\n<th>\u53c2\u52a0\u67a0<\/th>\n<th class=\"type\">\u7533\u8fbc\u5f62\u5f0f<\/th>\n<th class=\"price\">\u53c2\u52a0\u8cbb<\/th>\n<th class=\"capacity\">\u53c2\u52a0\u8005<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"category\">\n<div class=\"category-inner\">\n<div>\u3010\u304a\u7533\u3057\u8fbc\u307f\u306f\u4e0b\u8a18\u30d5\u30a9\u30fc\u30e0\u304b\u3089\u3011<\/div>\n<\/div>\n<\/td>\n<td class=\"type\">\u5148\u7740\u9806<\/td>\n<td class=\"price\">80,300\u5186<\/p>\n<div class=\"payment\">\u5f53\u65e5\u73fe\u91d1\u652f\u6255\u3044<\/div>\n<\/td>\n<td class=\"capacity\"><span class=\"num\">0\u4eba<\/span>\u00a0\uff0f \u5b9a\u54e110\u4eba<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u304a\u7533\u3057\u8fbc\u307f\u30d5\u30a9\u30fc\u30e0<\/h2>\n<p><a href=\"https:\/\/service.avilen.co.jp\/l\/843143\/2020-08-19\/mhsklr\">\u3053\u3061\u3089\u304b\u3089<\/a>\u304a\u7533\u3057\u8fbc\u307f\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\uff08\u30a4\u30d9\u30f3\u30c8\u53c2\u52a0\u30dc\u30bf\u30f3\u304b\u3089\u306f\u304a\u7533\u3057\u8fbc\u307f\u3067\u304d\u307e\u305b\u3093\uff09<\/p>\n<p>\u5165\u91d1\u78ba\u8a8d\u5f8c\u30011\u301c2\u65e5\u4e2d\u306b\u53d7\u8b1b\u6848\u5185\u30e1\u30fc\u30eb\u3092\u304a\u9001\u308a\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n<p><span style=\"color: red;\" data-tomark-pass=\"\">\u203b\u8cea\u554f\u30b5\u30dd\u30fc\u30c8\u306f\u534a\u5e74\u9593\u3001\u8cc7\u6599\u3084\u52d5\u753b\u306e\u8996\u8074\u671f\u9650\u306f1\u5e74\u3067\u3059\u3002<\/span><br \/>\n\u203b\u8b1b\u7fa9\u52d5\u753b\u306f\u30aa\u30f3\u30e9\u30a4\u30f3\u8b1b\u7fa9\u7528\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u307e\u3059<br \/>\n\u203b\u9280\u884c\u632f\u8fbc\u30fb\u30af\u30ec\u30b8\u30c3\u30c8\u30ab\u30fc\u30c9\u6255\u3044\uff08Paypal\uff09\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u6982\u8981<\/h2>\n<p>\u30cd\u30c3\u30c8\u3084SNS\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3067\u6ea2\u308c\u3066\u3044\u308b\u73fe\u4ee3\u3002<\/p>\n<p><span style=\"color: red;\" data-tomark-pass=\"\">\u300c\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u89e3\u6790\u3057\u305f\u3044\u3051\u3069\u3001\u4f55\u3059\u308c\u3070\u3044\u3044\u304b\u5206\u304b\u3089\u306a\u3044\u2026\u300d<br \/>\n\u300c\u6a5f\u68b0\u7ffb\u8a33\u3084\u30ad\u30fc\u30ef\u30fc\u30c9\u62bd\u51fa\u3092\u5b9f\u88c5\u3057\u3066\u307f\u305f\u3044\uff01\u300d<\/span><\/p>\n<p>\u305d\u3093\u306a\u8981\u671b\u306b\u5fdc\u3048\u3066\u3001<strong>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u57fa\u790e\u304b\u3089\u5fdc\u7528\u307e\u3067\u3092\u7db2\u7f85\u7684\u306b\u5b66\u3079\u308b\u8b1b\u5ea7\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\uff01<\/strong><\/p>\n<p>\u3010\u3053\u306e\u8b1b\u5ea7\u306e\u7279\u5fb4\u3011<\/p>\n<ul>\n<li>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3092\uff11\u304b\u3089\u5b66\u3079\u308b<\/li>\n<li>\u6700\u65b0\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u624b\u6cd5(BERT)\u306a\u3069\u307e\u3067\u5b66\u3079\u308b<\/li>\n<li>\u8ab2\u984c\u306e\u6dfb\u524a\u3084\u30c1\u30e3\u30c3\u30c8\u8cea\u554f\u306b\u7121\u5236\u9650\u3067\u5bfe\u5fdc<\/li>\n<li>\u6642\u9593\u3084\u5834\u6240\u306b\u3068\u3089\u308f\u308c\u306a\u3044\u30aa\u30f3\u30e9\u30a4\u30f3\u5f62\u5f0f<\/li>\n<li>\u5b66\u7fd2\u52b9\u7387\u3092\u5fb9\u5e95\u7684\u306b\u8003\u3048\u3066\u4f5c\u308a\u8fbc\u307e\u308c\u305f\u30b3\u30fc\u30b9\u8a2d\u8a08<\/li>\n<\/ul>\n<h2>\u8b1b\u5ea7\u5185\u5bb9<\/h2>\n<ol>\n<li>\u57fa\u790e\u7de8\n<ul>\n<li>\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u306e\u5165\u51fa\u529b<\/li>\n<li>\u5f62\u614b\u7d20\u89e3\u6790<\/li>\n<li>\u5358\u8a9e\u306e\u6b63\u898f\u5316\u30fb\u6b63\u898f\u8868\u73fe\u30fbpickle<\/li>\n<li>word2vec\u7406\u8ad6\u3068\u5b9f\u88c5<\/li>\n<li>\u6587\u66f8\u306e\u30d9\u30af\u30c8\u30eb\u5316<\/li>\n<li>\u6a5f\u68b0\u5b66\u7fd2\u306b\u3088\u308b\u6587\u66f8\u5206\u985e<\/li>\n<\/ul>\n<\/li>\n<li>\u5b9f\u52d9\u7de8\n<ul>\n<li>TF-IDF<\/li>\n<li>doc2vec\u3068SCDV<\/li>\n<li>\u6587\u66f8\u30d9\u30af\u30c8\u30eb\u306e\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0<\/li>\n<li>\u30ad\u30fc\u30ef\u30fc\u30c9\u62bd\u51fa<\/li>\n<li>Embedrank++\u306b\u3088\u308b\u30ad\u30fc\u30d5\u30ec\u30fc\u30ba\u62bd\u51fa<\/li>\n<li>Lexrank\u306b\u3088\u308b\u91cd\u8981\u6587\u62bd\u51fa<\/li>\n<\/ul>\n<\/li>\n<li>\u5fdc\u7528\u7de8\n<ul>\n<li>LSTM\u306b\u3088\u308b\u6587\u66f8\u5206\u985e<\/li>\n<li>Seq2Seq\u306b\u3088\u308b\u6a5f\u68b0\u7ffb\u8a33<\/li>\n<li>BiLSTM-CRF\u306b\u3088\u308b\u56fa\u6709\u8868\u73fe\u62bd\u51fa<\/li>\n<li>Self-Attention\u3068BiLSTM\u306b\u3088\u308b\u6587\u66f8\u5206\u985e<\/li>\n<li>Transformer\u306b\u3088\u308b\u6a5f\u68b0\u7ffb\u8a33<\/li>\n<li>BERT\u306b\u3088\u308b\u81ea\u7136\u8a00\u8a9e\u51e6\u7406<\/li>\n<\/ul>\n<\/li>\n<li>\u30b1\u30fc\u30b9\u6f14\u7fd2\u8ab2\u984c<br data-tomark-pass=\"\" \/>\u81ea\u7531\u306b\u5206\u985e\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3057\u3001\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u7cbe\u5ea6\u3092\u6e2c\u308a\u307e\u3059<\/li>\n<\/ol>\n<h2>\u53d7\u8b1b\u6761\u4ef6<\/h2>\n<ul>\n<li><strong>\u5fc5\u9808\u6761\u4ef6<\/strong>\n<ul>\n<li>Python\u306e\u57fa\u790e\u69cb\u6587\u3092\u7406\u89e3\u3057\u3066\u3044\u308b\u3053\u3068\n<ul>\n<li>if\u6587\u30fbfor\u6587<\/li>\n<li>\u30ea\u30b9\u30c8<\/li>\n<li>\u8f9e\u66f8<\/li>\n<li>\u81ea\u4f5c\u95a2\u6570<\/li>\n<\/ul>\n<\/li>\n<li>Python\u306e\u57fa\u672c\u7684\u306a\u30e2\u30b8\u30e5\u30fc\u30eb(numpy\/pandas)\u304c\u4f7f\u3048\u308b\u3053\u3068<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u63a8\u5968\u6761\u4ef6<\/strong>\n<ul>\n<li>Python\u306e\u30af\u30e9\u30b9\u69cb\u9020\u3092\u7406\u89e3\u3057\u3066\u3044\u308b\u3053\u3068<\/li>\n<li>Pytorch\u30e2\u30b8\u30e5\u30fc\u30eb\u304c\u4f7f\u3048\u308b\u3053\u3068<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>\u30b5\u30dd\u30fc\u30c8\u4f53\u5236<\/h2>\n<p>\u203b\u53d7\u8b1b\u958b\u59cb\u304b\u3089\u534a\u5e74\u9593\u3001\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u3089\u308c\u307e\u3059\u3002<br \/>\n<strong>\u203b\u65e5\u66dc\u65e5\u306f\u5b9a\u4f11\u65e5\u306e\u305f\u3081\u3001\u5404\u7a2e\u5bfe\u5fdc\u306f\u6708\u66dc\u4ee5\u964d\u3068\u306a\u308a\u307e\u3059\u3001\u3054\u4e86\u627f\u304f\u3060\u3055\u3044\u3002<\/strong><\/p>\n<ul>\n<li><strong>\u30c1\u30e3\u30c3\u30c8\u8cea\u554f\u5bfe\u5fdc\uff0824H\u7121\u5236\u9650\u53d7\u4ed8\uff09<\/strong><br \/>\nslack\u3092\u4f7f\u7528\u3057\u3001\u539f\u5247\u8cea\u554f\u304b\u30891\u65e5\u4ee5\u5185\u3092\u76ee\u51e6\u306b\u56de\u7b54\u81f4\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30aa\u30f3\u30e9\u30a4\u30f3\u9762\u8ac7\uff08\u671f\u9593\u4e2d1\u56de\u3001\u4efb\u610f\uff09<\/strong><br \/>\nslack\u306e\u901a\u8a71\u6a5f\u80fd\u3092\u4f7f\u3044\u3001\u5b66\u7fd2\u3067\u7279\u306b\u56f0\u3063\u3066\u3044\u308b\u3053\u3068\u306a\u3069\u3092\u76f4\u63a5\u8b1b\u5e2b\u306b\u3054\u76f8\u8ac7\u3067\u304d\u307e\u3059\u3002<br \/>\n15\u5206\u7a0b\u5ea6\u3002<\/li>\n<li><strong>\u30b1\u30fc\u30b9\u6f14\u7fd2\u8ab2\u984c\u306e\u30b3\u30fc\u30c9\u6dfb\u524a\uff08\u7121\u5236\u9650\uff09<\/strong><br \/>\n\u5408\u683c\u306b\u305f\u3069\u308a\u7740\u3051\u308b\u307e\u3067\u3001\u4f55\u5ea6\u3067\u3082\u30b3\u30fc\u30c9\u3092\u6dfb\u524a\u3057\u3001\u30b3\u30e1\u30f3\u30c8\u3092\u3064\u3051\u3066\u304a\u8fd4\u3057\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<h2>\u4fee\u4e86\u8a3c\u767a\u884c\u6761\u4ef6<\/h2>\n<ol>\n<li><strong>\u30b3\u30fc\u30b9\u9032\u6357\u7387\u3092100%\u306b\u3059\u308b<\/strong><br \/>\n\u5168\u52d5\u753b\u306e\u95b2\u89a7\u3001\u30af\u30a4\u30ba\u30fb\u8a66\u9a13\u306e\u5408\u683c\u7b49\u304c\u5fc5\u8981\u3067\u3059\u3002<\/li>\n<li><strong>\u30b1\u30fc\u30b9\u6f14\u7fd2\u8ab2\u984c\u306e\u63d0\u51fa\u3068FB\u9762\u8ac7\u3067\u306e\u767a\u8868<\/strong><br \/>\n\u30b1\u30fc\u30b9\u6f14\u7fd2\u8ab2\u984c\u304c\u5408\u683c\u57fa\u6e96\u3092\u6e80\u305f\u3057\u3066\u3044\u305f\u5834\u5408\u3001\u62c5\u5f53\u8b1b\u5e2b\u3068FB\u9762\u8ac7\uff0815\u5206\u7a0b\u5ea6\uff09\u3092\u5b9f\u65bd\u3057\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u9762\u8ac7\u3067\u306f\u307e\u305a\u53d7\u8b1b\u751f\u306e\u65b9\u304c\u3001\u8ab2\u984c\u3067\u884c\u3063\u305f\u5de5\u592b\u70b9\u30fb\u3069\u3046\u3044\u3063\u305f\u610f\u56f3\u3067\u30b3\u30fc\u30c9\u3092\u7d44\u3093\u3060\u304b\u7b49\u3092\u767a\u8868\u3057\u307e\u3059\u3002<\/li>\n<li>\u6b21\u306b\u8b1b\u5e2b\u3088\u308a\u3001\u305d\u308c\u3092\u53d7\u3051\u3066\u306e\u8b1b\u8a55\u3084\u6539\u5584\u7b56\u306e\u63d0\u793a\u7b49\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h2>\u9818\u53ce\u66f8\u3092\u3054\u5e0c\u671b\u306e\u65b9\u3078<\/h2>\n<p><strong>\u3010Paypal\u306e\u65b9\u3011<\/strong><br \/>\n\u6c7a\u6e08\u51e6\u7406\u5f8c\u306bPaypal\u304b\u3089\u9001\u4ed8\u3055\u308c\u308b\u30e1\u30fc\u30eb\u5185\u5bb9\u3001\u307e\u305f\u306fPaypal\u306e\u53d6\u5f15\u5c65\u6b74\u304b\u3089\u8a72\u5f53\u9805\u76ee\u3092\u78ba\u8a8d\u306e\u4e0a\u3001\u300c\u8a73\u7d30\u300d\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u305d\u308c\u3089\u304c\u9818\u53ce\u66f8\u306e\u4ee3\u308f\u308a\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u30af\u30ec\u30b8\u30c3\u30c8\u30ab\u30fc\u30c9\u4f1a\u793e\u767a\u884c\u306e\u5229\u7528\u660e\u7d30\u66f8\u3082\u9818\u53ce\u66f8\u3068\u3057\u3066\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u3002<\/p>\n<p><strong>\u3010\u4e0a\u8a18\u4ee5\u5916\u3067\u9818\u53ce\u66f8\u767a\u884c\u3092\u3054\u5e0c\u671b\u306e\u65b9\u3011<\/strong><br \/>\n\u3054\u5165\u91d1\u5f8c\u3001\u672c\u30da\u30fc\u30b8\u53f3\u4e0a\u306e\u300c\u30a4\u30d9\u30f3\u30c8\u306b\u95a2\u3059\u308b\u304a\u554f\u3044\u5408\u308f\u305b\u300d\u3088\u308a\u3001\u4e0b\u8a18\u60c5\u5831\u3092\u304a\u9001\u308a\u304f\u3060\u3055\u3044\u3002<br \/>\n\u9818\u53ce\u66f8\u3092\u767a\u884c\u51fa\u6765\u6b21\u7b2c\u3001\u30e1\u30fc\u30eb\u306b\u3066\u3054\u9023\u7d61\u5dee\u3057\u4e0a\u3052\u307e\u3059\u3002<\/p>\n<pre><span style=\"font-size: 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