{"id":18693,"date":"2025-01-13T14:58:45","date_gmt":"2025-01-13T05:58:45","guid":{"rendered":"https:\/\/www.marketresearch.co.jp\/insights\/?p=18693"},"modified":"2026-09-13T10:16:02","modified_gmt":"2026-09-13T01:16:02","slug":"natural-language-understanding-nlu-market-pmr","status":"publish","type":"post","link":"https:\/\/www.marketresearch.co.jp\/insights\/natural-language-understanding-nlu-market-pmr\/","title":{"rendered":"\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u306e\u4e16\u754c\u5e02\u5834\uff1a\u63d0\u4f9b\u5225\uff08\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3001\u30b5\u30fc\u30d3\u30b9\uff09\u5e02\u5834\u898f\u6a212024\u5e74\uff5e2031\u5e74"},"content":{"rendered":"<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-18694\" src=\"https:\/\/www.marketresearch.co.jp\/insights\/wp-content\/uploads\/2025\/01\/a-147.png\" alt=\"\" width=\"1111\" height=\"333\" srcset=\"https:\/\/www.marketresearch.co.jp\/insights\/wp-content\/uploads\/2025\/01\/a-147.png 1111w, https:\/\/www.marketresearch.co.jp\/insights\/wp-content\/uploads\/2025\/01\/a-147-300x90.png 300w, https:\/\/www.marketresearch.co.jp\/insights\/wp-content\/uploads\/2025\/01\/a-147-1024x307.png 1024w, https:\/\/www.marketresearch.co.jp\/insights\/wp-content\/uploads\/2025\/01\/a-147-768x230.png 768w\" sizes=\"(max-width: 1111px) 100vw, 1111px\" \/><\/p>\n<h2><span class=\"--l sentence_highlight\"><b>\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u5e02\u5834\u898f\u6a21\u30fb\u30b7\u30a7\u30a2\u5206\u6790<\/b><\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/h2>\n<p><span class=\"--l --r sentence_highlight\">\u4e16\u754c\u306e\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u5e02\u5834\u306f\u30012024\u5e74\u307e\u3067\u306b137\u5104\u7c73\u30c9\u30eb\u306b\u9054\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4e88\u6e2c\u671f\u9593\u4e2d\u3001\u5065\u5168\u306aCAGR 22.5%\u3092\u9054\u6210\u3057\u30012031\u5e74\u307e\u3067\u306b567\u5104\u7c73\u30c9\u30eb\u306e\u898f\u6a21\u306b\u9054\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8a55\u4fa1\u671f\u9593\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3001\u753b\u50cf\u3001\u97f3\u58f0\u30c7\u30fc\u30bf\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306b\u91cd\u70b9\u304c\u7f6e\u304b\u308c\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><span class=\"--l sentence_highlight\">2031\u5e74\u307e\u3067\u306b\u300160%\u4ee5\u4e0a\u306e\u4f01\u696d\u304c\u30b3\u30f3\u30c6\u30f3\u30c4\u7ba1\u7406\u3068\u81ea\u52d5\u5316\u306e\u305f\u3081\u306b\u751f\u6210\u578bNLU\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u63a8\u5b9a\u3055\u308c\u308b\u3002<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">\u6210\u9577\u306f\u3001IoT\u30c7\u30d0\u30a4\u30b9\u30685G\u63a5\u7d9a\u306e\u63a1\u7528\u5897\u52a0\u306b\u3088\u3063\u3066\u4fc3\u9032\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3002\u30a8\u30c3\u30b8\u30d9\u30fc\u30b9\u306eNLU\u5c55\u958b\u306f\u30012031\u5e74\u307e\u3067\u306b\u4f1a\u8a71\u578bAI\u30b7\u30b9\u30c6\u30e0\u306e70%\u3092\u5360\u3081\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3002\u4f4e\u30ea\u30bd\u30fc\u30b9\u8a00\u8a9e\u3068\u5730\u57df\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u306b\u91cd\u70b9\u3092\u7f6e\u304f\u3053\u3068\u3067\u3001\u591a\u69d8\u306a\u8a00\u8a9e\u5e02\u5834\u306b\u5bfe\u5fdc\u3057\u3001\u62e1\u5927\u3092\u4fc3\u9032\u3059\u308b\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u591a<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u8a00\u8a9e<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30b7\u30b9\u30c6\u30e0<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306f<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3001<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">2030<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5e74<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u307e\u3067<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306b<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u4e16\u754c<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306e<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">AI<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30bd\u30ea<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30e5<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30fc<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30b7\u30e7\u30f3<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306e<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">80<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">%<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3092<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5360\u3081\u308b<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3088\u3046<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306b<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306a\u308b<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3067<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3057\u3087\u3046<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3002<\/span> <span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u4f01\u696d<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u304c<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u610f\u601d<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u6c7a\u5b9a<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3092<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u884c\u3046<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u305f\u3081<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306b<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30c7\u30fc\u30bf<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u304b\u3089<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5b9f\u884c<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u53ef\u80fd<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306a<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u6d1e\u5bdf<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3092<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u62bd\u51fa<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3059\u308b<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u305f\u3081<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306b<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30c6\u30ad\u30b9\u30c8<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5206\u6790<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3092<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5fc5\u8981<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3068\u3057\u3066<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3044\u308b<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u305f\u3081<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3001<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5e02\u5834<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306b\u304a\u3051\u308b<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30c6\u30ad\u30b9\u30c8<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5206\u6790<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306f<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u4e88\u6e2c<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u671f\u9593<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3092\u901a\u3058\u3066<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">27.8<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">%<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306b<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306a\u308b<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3068<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u63a8\u5b9a<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3055<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u308c<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3066\u3044<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u307e\u3059<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3002<\/span><\/span><\/p>\n<p><span class=\"--l sentence_highlight\"><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u696d\u754c<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u306e<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u4e3b<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u306a<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u30cf\u30a4\u30e9\u30a4\u30c8<\/b><\/span><\/span><\/p>\n<ul>\n<li><span class=\"--l sentence_highlight\"><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u81ea\u7136<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u8a00\u8a9e<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u7406\u89e3<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5e02\u5834<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306f<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3001<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30a6\u30a7\u30a2<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30e9<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30d6\u30eb<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30c7\u30d0\u30a4\u30b9<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3084<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u8a3a\u65ad<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30c4\u30fc\u30eb<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3068<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306e<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u7d71\u5408<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306b\u3088\u308a<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3001<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30d8\u30eb\u30b9\u30b1\u30a2<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5206\u91ce<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3067<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306e<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5fdc\u7528<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u304c<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u898b\u8fbc<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u307e\u308c<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3066\u3044<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u307e\u3059<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3002<\/span><\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/li>\n<li><span class=\"--l sentence_highlight\">\u9ad8\u5ea6\u306a\u4f1a\u8a71\u578b\u30b3\u30de\u30fc\u30b9\u30b7\u30b9\u30c6\u30e0\u304c\u5c0f\u58f2\u30bb\u30af\u30bf\u30fc\u306e\u6210\u9577\u3092\u4fc3\u9032\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u308b\u3002<\/span><\/li>\n<li><span class=\"sentence_highlight\">NLU\u3092\u642d\u8f09\u3057\u305f\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5b66\u7fd2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304c\u6559\u80b2\u696d\u754c\u3067\u8e8d\u9032\u3059\u308b\u3068\u898b\u8fbc\u307e\u308c\u3066\u3044\u308b\u3002<\/span><\/li>\n<li><span class=\"sentence_highlight\">\u8a00\u8a9e\u306b\u4f9d\u5b58\u3057\u306a\u3044\u30e2\u30c7\u30eb\u3068\u6a5f\u68b0\u7ffb\u8a33\u6280\u8853\u306e\u9032\u6b69\u304c\u3055\u3089\u306a\u308b\u6210\u9577\u3092\u4fc3\u9032\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u308b\u3002<\/span><\/li>\n<li><span class=\"sentence_highlight\">2031\u5e74\u307e\u3067\u306b\u3001\u9867\u5ba2\u5bfe\u5fdc\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e50%\u304c\u611f\u60c5\u8a8d\u8b58NLU\u6a5f\u80fd\u3092\u5099\u3048\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u308b\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/li>\n<li><span class=\"--l sentence_highlight\">\u4e88\u6e2c\u671f\u9593\u4e2d\u306b\u306f\u3001\u898f\u5236\u9806\u5b88\u3001\u6587\u8108\u306e\u95a2\u9023\u6027\u3001\u6b63\u78ba\u6027\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u305f\u5206\u91ce\u5225NLU\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u304c\u898b\u8fbc\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/li>\n<li><span class=\"sentence_highlight\">\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30bb\u30b0\u30e1\u30f3\u30c8\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u306e\u7279\u6027\u306b\u3088\u308a\u30012024\u5e74\u306b\u306f\u5e02\u5834\u30b7\u30a7\u30a2\u306e65%\u3092\u5360\u3081\u308b\u3053\u3068\u304c\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/li>\n<li><span class=\"sentence_highlight\">\u7a2e\u985e\u5225\u3067\u306f\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30ab\u30c6\u30b4\u30ea\u30fc\u304c\u5236\u5fa1\u3092\u53ef\u80fd\u306b\u3059\u308b\u305f\u3081\u30012024\u5e74\u306b\u306f55.4%\u306e\u30b7\u30a7\u30a2\u3092\u5360\u3081\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/li>\n<li><span class=\"--l sentence_highlight\">\u5317\u7c73\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u5e02\u5834\u306f\u3001\u540c\u5730\u57df\u306b\u304a\u3051\u308b\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u666e\u53ca\u306b\u3088\u308a\u30012024\u5e74\u306b\u306f43.2%\u306e\u30b7\u30a7\u30a2\u3092\u5360\u3081\u308b\u3068\u4e88\u6e2c\u3055\u308c\u308b\u3002<\/span><\/li>\n<li><span class=\"sentence_highlight\">\u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\u306e\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u5e02\u5834\u306f\u3001\u96fb\u5b50\u5546\u53d6\u5f15\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u6025\u901f\u306a\u6210\u9577\u306b\u3088\u308a\u30012031\u5e74\u307e\u3067\u306e\u5e74\u5e73\u5747\u6210\u9577\u7387\uff08CAGR\uff09\u306f21.3%\u306b\u306a\u308b\u3068\u4e88\u6e2c\u3055\u308c\u308b\u3002<\/span><\/li>\n<\/ul>\n<h2><span class=\"--l sentence_highlight\"><b>\u5317\u7c73\u306b\u304a\u3051\u308b\u8457\u540d\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30ea\u30fc\u30c0\u30fc\u306e\u5b58\u5728\u304c\u62e1\u5927\u3092\u52a0\u901f<\/b><\/span><\/h2>\n<p><span class=\"--l --r sentence_highlight\">\u5317\u7c73\u306e\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u5e02\u5834\u306f\u30012024\u5e74\u306b\u306f43.2%\u306e\u5e02\u5834\u30b7\u30a7\u30a2\u3092\u5360\u3081\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u5730\u57df\u306b\u306f\u3001Amazon\u3001Microsoft\u3001Google\u3001IBM\u306a\u3069\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u5927\u624b\u304c\u62e0\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u4f01\u696d\u306f\u3001\u9ad8\u5ea6\u306aNLU\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u3092\u30ea\u30fc\u30c9\u3057\u3066\u3044\u307e\u3059\u3002<\/span><span class=\"--l sentence_highlight\">\u7c73\u56fd\u306f\u3001GPT-3\u3001BERT\u3001\u305d\u306e\u4ed6\u306e\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u30e2\u30c7\u30eb\u306a\u3069\u306eNLU\u306e\u9032\u6b69\u3092\u542b\u3080AI\u7814\u7a76\u306e\u6700\u524d\u7dda\u306b\u7acb\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068AI-as-a-Service\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u666e\u53ca\u306b\u3088\u308a\u3001\u91d1\u878d\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u306a\u3069\u306e\u696d\u754c\u306b\u304a\u3051\u308bNLU\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5c55\u958b\u304c\u5f37\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u5730\u57df\u306e\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u306e\u5927\u4f01\u696d\u306f\u3001\u81ea\u52d5\u5316\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u3001\u4f1a\u8a71\u578bAI\u306bNLU\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<h2><span class=\"--l sentence_highlight\"><b>\u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\u306b\u304a\u3051\u308b\u6025\u901f\u306a\u6280\u8853\u9032\u6b69\u304c\u6210\u9577\u3092\u5f8c\u62bc\u3057<\/b><\/span><\/h2>\n<p><span class=\"--l sentence_highlight\">\u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\u306e\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u5e02\u5834\u306f\u30012031\u5e74\u307e\u3067\u306e\u5e74\u9593\u5e73\u5747\u6210\u9577\u7387\uff08CAGR\uff09\u304c27.9%\u306b\u9054\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u5730\u57df\u3067\u306f\u3001\u7279\u306b\u30a4\u30f3\u30c9\u3001\u4e2d\u56fd\u3001\u65e5\u672c\u306a\u3069\u306e\u4e3b\u8981\u56fd\u3092\u4e2d\u5fc3\u306b\u3001\u30c7\u30b8\u30bf\u30eb\u5909\u9769\u3068\u3068\u3082\u306b\u6025\u901f\u306a\u6280\u8853\u9032\u6b69\u304c\u8d77\u3053\u3063\u3066\u3044\u307e\u3059\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">\u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\u3067\u306f\u3001\u73fe\u5730\u306e\u65b9\u8a00\u3084\u5730\u57df\u8a00\u8a9e\u3092\u7406\u89e3\u3067\u304d\u308bNLU\u30b7\u30b9\u30c6\u30e0\u306e\u9700\u8981\u304c\u65fa\u76db\u3067\u3042\u308a\u3001\u5e02\u5834\u3092\u3088\u308a\u30e6\u30cb\u30fc\u30af\u306a\u3082\u306e\u306b\u3057\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u4e2d\u56fd\u3068\u30a4\u30f3\u30c9\u306b\u304a\u3051\u308b\u96fb\u5b50\u5546\u53d6\u5f15\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u6025\u901f\u306a\u6210\u9577\u306b\u3088\u308a\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u3001\u8ca9\u58f2\u652f\u63f4\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308bAI\u3068NLU\u306e\u9700\u8981\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">\u3053\u306e\u5730\u57df\u3067\u306f\u3001\u7279\u306b\u30a4\u30f3\u30c9\u3068\u4e2d\u56fd\u306b\u304a\u3044\u3066\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3084\u30b9\u30de\u30fc\u30c8\u30c7\u30d0\u30a4\u30b9\u306e\u666e\u53ca\u7387\u304c\u9ad8\u307e\u3063\u3066\u304a\u308a\u3001\u305d\u308c\u306b\u3088\u308aNLU\u30d9\u30fc\u30b9\u306e\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3084\u81ea\u52d5\u5316\u30b7\u30b9\u30c6\u30e0\u306e\u9700\u8981\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<h2><span class=\"--l sentence_highlight\"><b>AI-as-a-service\u306e\u53f0\u982d\u304c\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u9700\u8981\u3092\u4fc3\u9032<\/b><\/span><\/h2>\n<p><span class=\"--l sentence_highlight\">\u4f01\u696d\u306f\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3067\u304d\u308b\u5b8c\u5168\u306b\u7d71\u5408\u3055\u308c\u305fNLU\u30b7\u30b9\u30c6\u30e0\u3092\u5fc5\u8981\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30bf\u30b9\u30af\u306f\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u306b\u4fa1\u5024\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306b\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u9023\u643a\u3057\u3066\u52d5\u4f5c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u4f01\u696d\u306f\u7279\u5b9a\u306e\u696d\u754c\u3084\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308bNLU\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u307e\u3059\u307e\u3059\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u307e\u305f\u306f\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u5316\u304c\u9032\u307f\u3001\u7570\u306a\u308b\u74b0\u5883\u9593\u3067\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u7d71\u5408\u306e\u5bb9\u6613\u6027\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<a title=\"https:\/\/www.persistencemarketresearch.com\/market-research\/artificial-intelligence-as-a-service-market.asp\" href=\"https:\/\/www.persistencemarketresearch.com\/market-research\/artificial-intelligence-as-a-service-market.asp\" rel=\"noopener noreferrer nofollow\">AI-as-a-Service\uff08AIaaS\uff09<\/a>\u3084\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb\u306e\u53f0\u982d\u306f\u3001\u30b3\u30b9\u30c8\u52b9\u7387\u3068\u7d71\u5408\u306e\u5bb9\u6613\u6027\u306b\u3088\u308a\u3001\u9700\u8981\u3092\u3055\u3089\u306b\u5f8c\u62bc\u3057\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">\u4f01\u696d\u304c\u30b0\u30ed\u30fc\u30d0\u30eb\u306b\u4e8b\u696d\u3092\u62e1\u5927\u3059\u308b\u306b\u3064\u308c\u3001\u8907\u6570\u306e\u8a00\u8a9e\u3084\u5730\u57df\u306e\u65b9\u8a00\u3092\u7406\u89e3\u3057\u51e6\u7406\u3067\u304d\u308bNLU\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u7279\u5b9a\u306e\u8981\u4ef6\u306b\u3088\u308a\u3001\u591a\u8a00\u8a9e\u6a5f\u80fd\u3092\u5099\u3048\u305f\u5b8c\u5168\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u6d88\u8cbb\u8005\u306b\u3068\u3063\u3066\u3088\u308a\u9b45\u529b\u7684\u306a\u3082\u306e\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<h2><span class=\"--l sentence_highlight\"><b>\u4f01\u696d\u306f\u30b3\u30b9\u30c8\u52b9\u7387\u306e\u826f\u3055\u304b\u3089\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30e2\u30c7\u30eb\u3092\u597d\u3080<\/b><\/span><\/h2>\n<p><span class=\"--l sentence_highlight\">\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u578b NLU \u30e2\u30c7\u30eb\u3067\u306f\u3001\u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u5834\u6240\u3084\u51e6\u7406\u5834\u6240\u3092\u4f01\u696d\u304c\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3084\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u640d\u306a\u3046\u3053\u3068\u306a\u304f\u3001NLU \u696d\u52d9\u306e\u898f\u6a21\u3092\u67d4\u8edf\u306b\u62e1\u5927\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u578b NLU \u30b7\u30b9\u30c6\u30e0\u306e\u30af\u30e9\u30a6\u30c9\u90e8\u5206\u306f\u3001\u5927\u898f\u6a21\u306a AI \u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3084\u5c55\u958b\u306b\u4e0d\u53ef\u6b20\u306a\u3001\u4e8b\u5b9f\u4e0a\u7121\u5236\u9650\u306e\u6f14\u7b97\u80fd\u529b\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">\u898f\u5236\u5bfe\u8c61\u5206\u91ce\u306e\u4f01\u696d\u306e\u7d0460%\u306f\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u7ba1\u7406\u3057\u306a\u304c\u3089\u30af\u30e9\u30a6\u30c9\u306e\u62e1\u5f35\u6027\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u3001NLU\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u306b\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30e9\u30a6\u30c9\u30e2\u30c7\u30eb\u3092\u597d\u3093\u3067\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30e2\u30c7\u30eb\u306f\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3068\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u8981\u4ef6\u3092\u30d0\u30e9\u30f3\u30b9\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u7d44\u7e54\u304c\u30b3\u30b9\u30c8\u3092\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u3001\u5b8c\u5168\u306b\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u307e\u305f\u306f\u5b8c\u5168\u306b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u6bd4\u8f03\u3057\u3066\u3001\u6700\u592730%\u304b\u308940%\u306e\u30b3\u30b9\u30c8\u524a\u6e1b\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<h2><span class=\"--l sentence_highlight\"><b>\u5e02\u5834\u5c0e\u5165\u3068\u30c8\u30ec\u30f3\u30c9\u5206\u6790<\/b><\/span><\/h2>\n<p><span class=\"--l sentence_highlight\">\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u306e\u4e16\u754c\u5e02\u5834\u306e\u6f5c\u5728\u6210\u9577\u306f\u3001\u751f\u6210\u578bAI\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30a8\u30c3\u30b8\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u9032\u6b69\u306b\u3088\u3063\u3066\u4fc3\u9032\u3055\u308c\u308b\u3068\u63a8\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059\u3002GPT-4\u3084\u305d\u308c\u4ee5\u4e0a\u306e\u30e2\u30c7\u30eb\u306f\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u4f5c\u6210\u3001\u30ca\u30ec\u30c3\u30b8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3001\u8981\u7d04\u306a\u3069\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u3055\u3089\u306b\u6539\u5584\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002NLU\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u306e\u305f\u3081\u306b\u3001\u611f\u60c5\u5206\u6790\u3084\u611f\u60c5\u5206\u6790\u3092\u7d44\u307f\u8fbc\u3080\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">\u4e88\u6e2c\u671f\u9593\u4e2d\u3001\u7279\u306bIoT\u30c7\u30d0\u30a4\u30b9\u3084\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3044\u3066\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u306e\u6e1b\u5c11\u3068\u30a8\u30c3\u30b8\u30d9\u30fc\u30b9\u306eNLU\u30b7\u30b9\u30c6\u30e0\u306e\u63a1\u7528\u5897\u52a0\u304c\u898b\u8fbc\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u74b0\u5883\u3078\u306e\u914d\u616e\u3092\u76ee\u7684\u3068\u3057\u305f\u30a8\u30cd\u30eb\u30ae\u30fc\u52b9\u7387\u306e\u9ad8\u3044AI\u30e2\u30c7\u30eb\u306b\u6ce8\u76ee\u304c\u96c6\u307e\u308b\u3053\u3068\u304c\u4e88\u60f3\u3055\u308c\u307e\u3059\u3002\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u666e\u53ca\u7387\u306e\u4e0a\u6607\u3068\u591a\u8a00\u8a9eNLU\u306e\u9700\u8981\u306e\u9ad8\u307e\u308a\u306b\u3088\u308a\u3001\u30a2\u30d5\u30ea\u30ab\u3084\u4e2d\u5357\u7c73\u306a\u3069\u306e\u65b0\u8208\u5e02\u5834\u3067\u306e\u62e1\u5927\u304c\u4fc3\u9032\u3055\u308c\u308b\u3068\u63a8\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h2><span class=\"--l sentence_highlight\"><b>\u904e\u53bb\u306e\u6210\u9577\u3068\u4eca\u5f8c\u306e\u898b\u901a\u3057<\/b><\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/h2>\n<p><span class=\"--l sentence_highlight\">\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u5e02\u5834\u306e\u6210\u9577\u306f\u3001\u904e\u53bb\u306e\u671f\u9593\u306b\u304a\u3044\u3066\u5e74\u5e73\u5747\u6210\u9577\u7387\uff08CAGR\uff099.9%\u3092\u8a18\u9332\u3057\u307e\u3057\u305f<b>\u3002<\/b>\u3053\u306e\u671f\u9593\u306e\u6210\u9577\u306f\u4e3b\u306b\u3001\u6d88\u8cbb\u8005\u5411\u3051\u30b5\u30fc\u30d3\u30b9\u3001\u611f\u60c5\u5206\u6790\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306b\u304a\u3051\u308b\u65e9\u671f\u5c0e\u5165\u306b\u3088\u3063\u3066\u727d\u5f15\u3055\u308c\u307e\u3057\u305f\u3002Alexa\u3001Google Assistant\u3001Siri\u306a\u3069\u306e\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306e\u5897\u52a0\u3084\u3001GPT-2\u3084BERT\u306a\u3069\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb\u306e\u9032\u6b69\u3082\u898b\u3089\u308c\u307e\u3057\u305f\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">NLU\u306e\u63a1\u7528\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3084\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u304c\u9867\u5ba2\u3068\u306e\u3084\u308a\u53d6\u308a\u306e85%\u3092\u51e6\u7406\u3059\u308b\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u306b\u304a\u3044\u3066\u3001\u3053\u306e\u671f\u9593\u306b\u6025\u901f\u306b\u6210\u9577\u3057\u307e\u3057\u305f\u3002\u65b0\u578b\u30b3\u30ed\u30ca\u30a6\u30a4\u30eb\u30b9\u306b\u3088\u308b\u30d1\u30f3\u30c7\u30df\u30c3\u30af\u306f\u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\u3092\u52a0\u901f\u3055\u305b\u3001\u305d\u308c\u306b\u3088\u308a\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u5411\u3051\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3084\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306e\u9700\u8981\u304c\u9ad8\u307e\u308a\u307e\u3057\u305f\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">\u3053\u306e\u6b74\u53f2\u7684\u306a\u671f\u9593\u306e\u7d42\u308f\u308a\u306b\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3001\u97f3\u58f0\u3001\u753b\u50cf\u306e\u7406\u89e3\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebNLU\u30b7\u30b9\u30c6\u30e0\u306e\u6210\u9577\u304c\u898b\u3089\u308c\u307e\u3057\u305f\u3002\u307e\u305f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u6a5f\u80fd\u3068\u3068\u3082\u306b\u3001\u4f4e\u30ea\u30bd\u30fc\u30b9\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u63a1\u7528\u3082\u5897\u52a0\u3057\u307e\u3057\u305f\u3002NLU\u3092\u642d\u8f09\u3057\u305f\u97f3\u58f0\u691c\u7d22\u304a\u3088\u3073\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u304c\u4e3b\u6d41\u3068\u306a\u308a\u3001\u3053\u306e\u671f\u9593\u306ee\u30b3\u30de\u30fc\u30b9\u53ce\u76ca\u306e25%\u5897\u52a0\u306b\u8ca2\u732e\u3057\u307e\u3057\u305f\u3002<\/span><\/p>\n<h2><span class=\"--l sentence_highlight\"><b>\u5e02\u5834\u6210\u9577\u306e\u63a8\u9032\u8981\u56e0<\/b><\/span><\/h2>\n<p><span class=\"--l sentence_highlight\"><b>\u751f\u6210AI\u306e\u9032\u6b69\u306f\u4f9d\u7136\u3068\u3057\u3066\u4e3b\u8981\u306a\u63a8\u9032\u8981\u56e0<\/b><\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">OpenAI\u306eGPT-4\u3084Google\u306eLaMDA\u306e\u3088\u3046\u306a\u751f\u6210AI\u30e2\u30c7\u30eb\u306f\u3001\u8907\u6570\u30bf\u30fc\u30f3\u306b\u308f\u305f\u308b\u4f1a\u8a71\u306e\u6587\u8108\u3092\u7dad\u6301\u3059\u308b\u3053\u3068\u306b\u512a\u308c\u3066\u304a\u308a\u3001\u512a\u308c\u305f\u6d88\u8cbb\u8005\u5411\u3051\u30b5\u30fc\u30d3\u30b9\u4f53\u9a13\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u4f01\u696d\u3067\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u696d\u52d9\u3092\u6700\u592730%\u524a\u6e1b\u3067\u304d\u305f\u3068\u306e\u5831\u544a\u3082\u3042\u308a\u307e\u3059\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">\u751f\u6210\u578bAI\u306f\u3001NLU\u3092\u4f7f\u7528\u3057\u3066\u7279\u5b9a\u306e\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u306b\u5408\u308f\u305b\u305f\u8a18\u4e8b\u3001\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u30b3\u30f3\u30c6\u30f3\u30c4\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u8cc7\u6599\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001NLU\u3068NLG\u3092\u7d71\u5408\u3057\u305fJasper.ai\u306f\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u751f\u6210\u306b10\u4e07\u793e\u304c\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002NLU\u99c6\u52d5\u578b\u306e\u751f\u6210\u30e2\u30c7\u30eb\u306f\u3001\u91d1\u878d\u304a\u3088\u3073\u6cd5\u5f8b\u696d\u754c\u3067\u9577\u6587\u306e\u8981\u7d04\u306b\u4f7f\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u624b\u52d5\u51e6\u7406\u306b\u304b\u304b\u308b\u6642\u9593\u3092\u6700\u592760%\u524a\u6e1b\u3057\u3066\u3044\u307e\u3059\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">\u751f\u6210\u578bAI\u306f\u3001NLU\u3092\u4f7f\u7528\u3057\u3066\u6d88\u8cbb\u8005\u5411\u3051\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u88fd\u54c1\u8aac\u660e\u3001\u30aa\u30d5\u30a1\u30fc\u3001\u30e1\u30fc\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002Netflix\u3084Amazon\u306e\u3088\u3046\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308a\u3001\u6d88\u8cbb\u8005\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u304c20%\u304b\u308930%\u4e0a\u6607\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"><b>\u9700\u8981\u3092\u4fc3\u9032\u3059\u308b\u4e2d\u5c0f\u4f01\u696d\u306e\u63a1\u7528<\/b><\/span><\/p>\n<p><span class=\"--l --r sentence_highlight\">\u4e2d\u5c0f\u4f01\u696d\u306f\u3001\u696d\u52d9\u6539\u5584\u3001\u9867\u5ba2\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u306e\u5f37\u5316\u3001\u30d7\u30ed\u30bb\u30b9\u306e\u5408\u7406\u5316\u306e\u305f\u3081\u306b\u3001NLU\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/span><span class=\"--l sentence_highlight\">Microsoft Azure\u3001Google Cloud\u3001AWS\u306a\u3069\u306e\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5f93\u91cf\u5236\u306eNLU\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u4e2d\u5c0f\u4f01\u696d\u306f\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u4f34\u3046\u521d\u671f\u8cbb\u7528\u3092\u56de\u907f\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">NLU\u3092\u642d\u8f09\u3057\u305f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3084\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u4e2d\u5c0f\u4f01\u696d\u306f24\u6642\u9593365\u65e5\u306e\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3067\u304d\u3001\u9867\u5ba2\u6e80\u8db3\u5ea6\u306e\u5411\u4e0a\u3084\u554f\u3044\u5408\u308f\u305b\u3078\u306e\u52b9\u7387\u7684\u306a\u5bfe\u5fdc\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002 \u307b\u307c62%\u306e\u6d88\u8cbb\u8005\u306f\u3001\u57fa\u672c\u7684\u306a\u554f\u3044\u5408\u308f\u305b\u306b\u3064\u3044\u3066\u306f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u901a\u3058\u3066\u4f01\u696d\u3068\u3084\u308a\u3068\u308a\u3059\u308b\u3053\u3068\u3092\u597d\u3093\u3067\u3044\u307e\u3059\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u4e2d\u5c0f\u4f01\u696d\u306f\u3001\u6d88\u8cbb\u8005\u5411\u3051\u30b5\u30fc\u30d3\u30b9\u696d\u52d9\u306b\u304a\u3044\u3066\u6700\u592760%\u306e\u30b3\u30b9\u30c8\u524a\u6e1b\u3092\u5831\u544a\u3057\u3066\u3044\u307e\u3059\u3002 \u65e5\u5e38\u7684\u306a\u30bf\u30b9\u30af\u3092\u81ea\u52d5\u5316\u3059\u308b\u305f\u3081\u306b\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\u3092\u5f90\u3005\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u4e2d\u5c0f\u4f01\u696d\u306e\u696d\u52d9\u30b3\u30b9\u30c8\u3092\u6700\u592730%\u524a\u6e1b\u3067\u304d\u3001\u305d\u306e\u7d50\u679c\u3001\u6226\u7565\u7684\u6d3b\u52d5\u306e\u305f\u3081\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<h2><span class=\"--l sentence_highlight\"><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u5e02\u5834<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u306e<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u6291\u5236<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u8981\u56e0<\/b><\/span><\/span><\/h2>\n<p><span class=\"--l sentence_highlight\"><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u306e<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u306e<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u9650\u754c<\/b><\/span><\/span><\/p>\n<p><span class=\"--l sentence_highlight\"><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3084<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u97f3\u58f0<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306a\u3069<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306e<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">NLU<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30b7\u30b9\u30c6\u30e0<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306f<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3001<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30e6\u30fc\u30b6\u30fc<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306e<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u95a2\u5fc3<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3092<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u7dad\u6301<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3059\u308b<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u305f\u3081<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306b<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5373\u6642<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306e<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u51e6\u7406<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u304c<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5fc5\u8981<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3067\u3059<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3002<\/span> <span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5927\u898f\u6a21<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306a<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u8a00\u8a9e<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30e2\u30c7\u30eb<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306b<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306f<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3001<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u81a8\u5927<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306a<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u8a08\u7b97<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30ea\u30bd\u30fc\u30b9<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u304c<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5fc5\u8981<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3067\u3059<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3002<\/span> <span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">2<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\uff5e<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">3<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u79d2<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u4ee5\u4e0a<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306e<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u9045\u5ef6<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306f<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u4f1a\u8a71<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306e<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u6d41\u308c<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3092<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u4e2d\u65ad<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3057<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3001<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30e6\u30fc\u30b6\u30fc<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306e<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30d5\u30e9\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306b<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3064\u306a\u304c\u308a<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u307e\u3059<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3002<\/span><\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">\u3042\u308b\u8abf\u67fb\u3067\u306f\u300170%\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u3001\u53cd\u5fdc\u304c\u9045\u3044\u3001\u307e\u305f\u306f\u53cd\u5fdc\u3057\u306a\u3044AI\u30b7\u30b9\u30c6\u30e0\u3092\u653e\u68c4\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3057\u305f\u3002NLU\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u901a\u5e38\u3001\u5e72\u6e09\u306b\u5bfe\u3057\u3066\u76f8\u5f53\u306a\u51e6\u7406\u80fd\u529b\u3092\u5fc5\u8981\u3068\u3059\u308b\u3001\u5927\u578b\u306e\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u30d9\u30fc\u30b9\u306e\u30e2\u30c7\u30eb\u306b\u4f9d\u5b58\u3057\u3066\u3044\u307e\u3059\u3002GPT-3\u3067\u63a8\u8ad6\u3092\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001\u30de\u30eb\u30c1\u30e6\u30fc\u30b6\u30fc\u74b0\u5883\u3067\u62e1\u5f35\u53ef\u80fd\u306a\u6700\u65b0\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3067\u3001\u30af\u30a8\u30ea\u3054\u3068\u306b350\u30df\u30ea\u79d2\u304b\u3089500\u30df\u30ea\u79d2\u304c\u5fc5\u8981\u3067\u3059\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e NLU \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u6d88\u8cbb\u8005\u5411\u3051\u30b5\u30fc\u30d3\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u3088\u3046\u306b\u3001\u8907\u6570\u306e\u540c\u6642\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u51e6\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u4f01\u696d\u306f\u3001\u30d4\u30fc\u30af\u6642\u306e\u4f7f\u7528\u6642\u306b NLU \u30b7\u30b9\u30c6\u30e0\u304c\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3067\u304d\u306a\u3044\u5834\u5408\u3001\u9867\u5ba2\u6e80\u8db3\u5ea6\u304c 30% \u4f4e\u4e0b\u3059\u308b\u3068\u5831\u544a\u3057\u3066\u3044\u307e\u3059\u3002\u73fe\u5728\u306e\u30e2\u30c7\u30eb\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u9032\u5316\u3059\u308b\u4f1a\u8a71\u6587\u8108\u3092\u7d99\u7d9a\u7684\u306b\u89e3\u91c8\u3059\u308b\u3053\u3068\u304c\u56f0\u96e3\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306e\u30dc\u30c3\u30c8\u304c\u3001\u4f1a\u8a71\u306e\u521d\u671f\u306b\u30e6\u30fc\u30b6\u30fc\u304c\u793a\u3057\u305f\u30d5\u30e9\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u8a8d\u8b58\u3067\u304d\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002GPT-3\u306e\u3088\u3046\u306a\u5927\u898f\u6a21\u306aAI\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u306f\u3001\u81ea\u52d5\u8eca\u306770\u4e07\u30ad\u30ed\u30e1\u30fc\u30c8\u30eb\u8d70\u884c\u3057\u305f\u5834\u5408\u3068\u540c\u7b49\u306e\u4e8c\u9178\u5316\u70ad\u7d20\u6392\u51fa\u91cf\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u63a8\u8ad6\u306f\u3001\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc\u6570\u306b\u5fdc\u3058\u3066\u30a8\u30cd\u30eb\u30ae\u30fc\u4f7f\u7528\u91cf\u3092\u5897\u52a0\u3055\u305b\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<h2><span class=\"--l sentence_highlight\"><b>\u5e02\u5834\u6210\u9577\u306e\u6a5f\u4f1a<\/b><\/span><\/h2>\n<p><span class=\"--l sentence_highlight\"><b>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068API\u30a8\u30b3\u30ce\u30df\u30fc\u306b\u3088\u308b\u62e1\u5927\u306e\u4fc3\u9032<\/b><\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">PyTorch\u3001Hugging Face Transformers\u3001Rasa\u3001TensorFlow\u306a\u3069\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u958b\u767a\u8005\u5411\u3051\u306b\u4e8b\u524d\u69cb\u7bc9\u3055\u308c\u305fNLU\u30e2\u30c7\u30eb\u3084\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u305d\u308c\u306b\u3088\u308a\u958b\u767a\u6642\u9593\u3068\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002AI\u958b\u767a\u8005\u306e\u7d0480%\u304c\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3057\u3066\u304a\u308a\u3001\u305d\u306e\u4e2d\u3067\u3082NLU\u306f\u4e3b\u8981\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">AWS Comprehend\u3001OpenAI App\u3001IBM Watson NLU\u3001Google Cloud Natural Language API\u306a\u3069\u306e\u4f01\u696d\u304c\u63d0\u4f9b\u3059\u308bNLU API\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u9ad8\u5ea6\u306aAI\u306e\u5c02\u9580\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u3001\u9ad8\u5ea6\u306aNLU\u6a5f\u80fd\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u30022025\u5e74\u307e\u3067\u306b\u300170%\u306e\u4f01\u696d\u304c\u5c11\u306a\u304f\u3068\u30821\u3064\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9AI\u307e\u305f\u306fML\u6280\u8853\u3092\u63a1\u7528\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u304a\u308a\u3001NLU\u304c\u4e3b\u306a\u7126\u70b9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">API\u3068\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30c4\u30fc\u30eb\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3001\u6587\u66f8\u8981\u7d04\u3001\u611f\u60c5\u5206\u6790\u306a\u3069\u306eNLU\u30d9\u30fc\u30b9\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u8fc5\u901f\u306b\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u5316\u3057\u3001\u5c55\u958b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002NLU API\u3092\u4f7f\u7528\u3059\u308b\u4f01\u696d\u306f\u3001\u81ea\u793e\u958b\u767a\u3068\u6bd4\u8f03\u3057\u3066\u958b\u767a\u6642\u9593\u309230\uff5e50%\u77ed\u7e2e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"><b>\u611f\u60c5\u7684\u77e5\u6027\u3092\u91cd\u8996\u3057\u3066\u6a5f\u4f1a\u3092\u62e1\u5927<\/b><\/span><\/p>\n<p><span class=\"--l sentence_highlight\">\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u30b7\u30b9\u30c6\u30e0\u306b\u611f\u60c5\u7684\u77e5\u6027\uff08EI\uff09\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3084\u97f3\u58f0\u306b\u57cb\u3081\u8fbc\u307e\u308c\u305f\u611f\u60c5\u3092\u89e3\u91c8\u3057\u3001\u305d\u308c\u306b\u5fdc\u7b54\u3059\u308b\u3053\u3068\u3067\u3001AI\u306e\u3084\u308a\u53d6\u308a\u3092\u4eba\u9593\u306e\u3088\u3046\u306a\u3082\u306e\u306b\u3059\u308b\u3068\u3044\u3046\u753b\u671f\u7684\u306a\u30c8\u30ec\u30f3\u30c9\u3067\u3059\u3002NLU\u30b7\u30b9\u30c6\u30e0\u306f\u30c6\u30ad\u30b9\u30c8\u3092\u5206\u6790\u3057\u3066\u611f\u60c5\u3092\u691c\u51fa\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u611f\u60c5\u3092\u3088\u308a\u3088\u304f\u7406\u89e3\u3057\u307e\u3059\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">\u9ad8\u5ea6\u306a NLU \u30e2\u30c7\u30eb\u3067\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3084\u97f3\u58f0\u304b\u3089\u6012\u308a\u3001\u6050\u6016\u3001\u559c\u3073\u3001\u60b2\u3057\u307f\u306a\u3069\u306e\u611f\u60c5\u3092\u5206\u985e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u3001\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3001\u5f93\u696d\u54e1\u306e\u798f\u5229\u539a\u751f\u30c4\u30fc\u30eb\u3001\u7cbe\u795e\u885b\u751f\u8a3a\u65ad\u306a\u3069\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002 NLU \u306b\u304a\u3051\u308b EI \u306f\u3001\u30e6\u30fc\u30e2\u30a2\u3001\u30d5\u30e9\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u76ae\u8089\u306a\u3069\u306e\u5fae\u5999\u306a\u5408\u56f3\u3092\u7406\u89e3\u3057\u3001\u9069\u5207\u306a\u5fdc\u7b54\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306e\u6587\u8108\u5206\u6790\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">\u611f\u60c5\u7684\u306b\u8ce2\u3044 NLU \u642d\u8f09\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u3001\u4eba\u9593\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u554f\u984c\u3092\u30a8\u30b9\u30ab\u30ec\u30fc\u30c8\u3055\u305b\u308b\u969b\u306b\u3001\u30d5\u30e9\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3084\u4e0d\u6e80\u3092\u691c\u77e5\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u611f\u60c5\u8a8d\u8b58\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u4f01\u696d\u306f\u3001\u9867\u5ba2\u6e80\u8db3\u5ea6\u304c20%\u5897\u52a0\u3057\u3001\u89e3\u7d04\u7387\u304c15%\u6e1b\u5c11\u3057\u305f\u3068\u5831\u544a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<h2><span class=\"--l sentence_highlight\"><b>\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u5e02\u5834\u306e\u7af6\u5408\u72b6\u6cc1<\/b><\/span><\/h2>\n<p><span class=\"--l sentence_highlight\">\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u5e02\u5834\u306e\u4f01\u696d\u306f\u3001NLU\u306e\u7cbe\u5ea6\u3068\u52b9\u7387\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b\u3001\u9ad8\u5ea6\u306aAI\u3068\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3078\u306e\u6295\u8cc7\u3092\u7d99\u7d9a\u7684\u306b\u884c\u3063\u3066\u3044\u307e\u3059\u3002 \u307e\u305f\u3001\u8a00\u8a9e\u306e\u9ad8\u5ea6\u306a\u7406\u89e3\u306e\u305f\u3081\u306b\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u30e2\u30c7\u30eb\u3092\u7d44\u307f\u8fbc\u3093\u3067\u3044\u307e\u3059\u3002 \u4f01\u696d\u306f\u3001\u5e02\u5834\u306e\u30ea\u30fc\u30c1\u3092\u62e1\u5927\u3059\u308b\u305f\u3081\u306b\u3001\u30af\u30ed\u30b9\u30c9\u30e1\u30a4\u30f3\u9069\u5fdc\u6027\u3068\u3068\u3082\u306b\u591a\u8a00\u8a9e\u6a5f\u80fd\u3082\u6a21\u7d22\u3057\u3066\u3044\u307e\u3059\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">\u88fd\u9020\u696d\u8005\u306f\u3001\u91d1\u878d\u3001\u6559\u80b2\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u3001\u5c0f\u58f2\u306a\u3069\u306e\u7279\u5b9a\u306e\u696d\u754c\u5411\u3051\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002 \u307e\u305f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306aAPI\u3084\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u4f01\u696d\u306f\u72ec\u81ea\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306bNLU\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">NLU\u5e02\u5834\u306e\u4f01\u696d\u306f\u3001AWS\u3084Azure\u306a\u3069\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u63d0\u643a\u3057\u3001\u62e1\u5f35\u53ef\u80fd\u306a\u30a4\u30f3\u30d5\u30e9\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002 \u307e\u305f\u3001\u5b66\u8853\u6a5f\u95a2\u3084AI\u7814\u7a76\u30e9\u30dc\u3068\u5354\u529b\u3057\u3001\u6700\u5148\u7aef\u306e\u958b\u767a\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002 \u4f01\u696d\u306f\u3001\u5c02\u9580\u77e5\u8b58\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u3001\u7279\u5b9a\u306e\u696d\u754c\u306b\u7279\u5316\u3057\u305f\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30d9\u30f3\u30c0\u30fc\u3068\u63d0\u643a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"><b>\u6700\u8fd1\u306e\u696d\u754c\u52d5\u5411<\/b><\/span><\/p>\n<ul>\n<li><span class=\"--l sentence_highlight\"><b>2024\u5e747\u6708<\/b>\u3001Majarra\u306f\u3001\u30a2\u30e9\u30d3\u30a2\u8a9e\u306eAI\u304a\u3088\u3073\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u306e\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u3067\u3042\u308bLableb\u306e\u753b\u671f\u7684\u306a\u8cb7\u53ce\u3092\u767a\u8868\u3057\u305f\u3002<\/span><\/li>\n<li><span class=\"sentence_highlight\"><b>2024\u5e747\u6708<\/b>\u3001Viewbix Inc.\u306f\u3001AI\u304a\u3088\u3073\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5c02\u9580\u3068\u3059\u308b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u4f01\u696d\u3067\u3042\u308bMetagramm Software Ltd.\u306e\u682a\u5f0f19.99%\u3092\u53d6\u5f97\u3059\u308b\u8a3c\u5238\u53d6\u5f15\u5951\u7d04\u3092\u7de0\u7d50\u3057\u305f\u3068\u767a\u8868\u3057\u305f\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/li>\n<li><span class=\"--l sentence_highlight\"><b>2024\u5e745\u6708<\/b>\u3001Reddit\u3068OpenAI\u306f\u3001\u4e21\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306e\u63d0\u643a\u3092\u767a\u8868\u3057\u305f\u3002OpenAI\u306f\u3001Reddit\u306eData API\u3092\u4f7f\u7528\u3057\u3066\u3001\u6539\u826f\u3055\u308c\u305fReddit\u30b3\u30f3\u30c6\u30f3\u30c4\u3092ChatGPT\u3084\u65b0\u88fd\u54c1\u306b\u7d71\u5408\u3057\u3001\u305d\u308c\u306b\u3088\u3063\u3066\u30e6\u30fc\u30b6\u30fc\u304cReddit\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3092\u767a\u898b\u3057\u3001\u95a2\u4e0e\u3059\u308b\u3053\u3068\u3092\u652f\u63f4\u3059\u308b\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/li>\n<li><span class=\"--l sentence_highlight\"><b>2024\u5e744\u6708<\/b>\u3001PKSHA Technology Inc.\u306f\u3001\u65e5\u672c\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u3068\u5171\u540c\u3067\u3001Retentive Network (RetNet) \u3092\u4f7f\u7528\u3057\u3066\u65e5\u672c\u8a9e-\u82f1\u8a9e\u306eLarge Language Model (LLM) \u3092\u958b\u767a\u3057\u3001\u5f93\u6765\u306e\u30e2\u30c7\u30eb\u3068\u6bd4\u8f03\u3057\u30663\u500d\u306e\u9ad8\u901f\u5fdc\u7b54\u3092\u5b9f\u73fe\u3057\u305f\u3002<\/span><\/li>\n<li><span class=\"sentence_highlight\"><b>2023\u5e748\u6708<\/b>\u3001Meta\u306f\u3001\u5305\u62ec\u7684\u306a\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u304a\u3088\u3073\u591a\u8a00\u8a9e\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u521d\u306eAI\u7ffb\u8a33\u30e2\u30c7\u30eb\u3067\u3042\u308bSeamlessM4T\u3092\u767a\u8868\u3057\u305f\u3002<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/li>\n<li><span class=\"--l sentence_highlight\"><b>2023\u5e748\u6708<\/b>\u3001Google Cloud\u306f\u3001\u751f\u6210AI\u3068\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306b\u3088\u308a\u8aad\u307f\u66f8\u304d\u306b\u9769\u547d\u3092\u3082\u305f\u3089\u3057\u3066\u3044\u308b\u30a4\u30b9\u30e9\u30a8\u30eb\u306e\u65b0\u8208\u4f01\u696d\u3067\u3042\u308bAI21 Labs\u3068\u306e\u63d0\u643a\u3092\u767a\u8868\u3057\u307e\u3057\u305f\u3002<\/span><\/li>\n<\/ul>\n<h2><span class=\"--l sentence_highlight\"><b>\u5e02\u5834\u533a\u5206<\/b><\/span><\/h2>\n<p><span class=\"--l sentence_highlight\"><b>\u63d0\u4f9b\u5225<\/b><\/span><\/p>\n<ul>\n<li><span class=\"--l sentence_highlight\">\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/span><\/li>\n<li><span class=\"sentence_highlight\">\u30b5\u30fc\u30d3\u30b9<\/span><\/li>\n<\/ul>\n<p><span class=\"--l sentence_highlight\"><b>\u30bf\u30a4\u30d7\u5225<\/b><\/span><\/p>\n<ul>\n<li><span class=\"--l sentence_highlight\">\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9<\/span><\/li>\n<li><span class=\"sentence_highlight\">\u7d71\u8a08<\/span><\/li>\n<li><span class=\"sentence_highlight\">\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/li>\n<\/ul>\n<p><span class=\"--l sentence_highlight\"><b>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5225<\/b><\/span><\/p>\n<ul>\n<li><span class=\"--l sentence_highlight\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304a\u3088\u3073\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8<\/span><\/li>\n<li><span class=\"sentence_highlight\">\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u5206\u6790<\/span><\/li>\n<li><span class=\"sentence_highlight\">\u30c6\u30ad\u30b9\u30c8\u5206\u6790<\/span><\/li>\n<li><span class=\"sentence_highlight\">\u30ab\u30b9\u30bf\u30de\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u7ba1\u7406\uff08CXM<\/span><\/li>\n<li><span class=\"sentence_highlight\">\u30c7\u30fc\u30bf\u30ad\u30e3\u30d7\u30c1\u30e3<\/span><\/li>\n<li><span class=\"sentence_highlight\">\u305d\u306e\u4ed6<\/span><\/li>\n<\/ul>\n<p><span class=\"--l sentence_highlight\"><b>\u7528\u9014\u5225<\/b><\/span><\/p>\n<ul>\n<li><span class=\"--l sentence_highlight\">\u5c0f\u58f2\u304a\u3088\u3073E\u30b3\u30de\u30fc\u30b9<\/span><\/li>\n<li><span class=\"sentence_highlight\">\u30d8\u30eb\u30b9\u30b1\u30a2\u304a\u3088\u3073\u30e9\u30a4\u30d5\u30b5\u30a4\u30a8\u30f3\u30b9<\/span><\/li>\n<li><span class=\"sentence_highlight\">\u91d1\u878d<\/span><\/li>\n<li><span class=\"sentence_highlight\">IT\u304a\u3088\u3073\u901a\u4fe1<\/span><\/li>\n<li><span class=\"sentence_highlight\">\u30e1\u30c7\u30a3\u30a2\u304a\u3088\u3073\u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30f3\u30e1\u30f3\u30c8<\/span><\/li>\n<li><span class=\"sentence_highlight\">\u305d\u306e\u4ed6<\/span><\/li>\n<\/ul>\n<p><span class=\"--l sentence_highlight\"><b>\u5730\u57df\u5225\uff1a<\/b><\/span><\/p>\n<ul>\n<li><span class=\"--l sentence_highlight\">\u5317\u7c73<\/span><\/li>\n<li><span class=\"sentence_highlight\">\u4e2d\u5357\u7c73<\/span><\/li>\n<li><span class=\"sentence_highlight\">\u30e8\u30fc\u30ed\u30c3\u30d1<\/span><\/li>\n<li><span class=\"sentence_highlight\">\u6771\u30a2\u30b8\u30a2<\/span><\/li>\n<li><span class=\"sentence_highlight\">\u5357\u30a2\u30b8\u30a2<\/span><\/li>\n<li><span class=\"sentence_highlight\">\u30aa\u30bb\u30a2\u30cb\u30a2<\/span><\/li>\n<li><span class=\"--r sentence_highlight\">\u4e2d\u6771\u30a2\u30d5\u30ea\u30ab<\/span><\/li>\n<\/ul>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-18695\" src=\"https:\/\/www.marketresearch.co.jp\/insights\/wp-content\/uploads\/2025\/01\/s-154.png\" alt=\"\" width=\"1125\" height=\"655\" srcset=\"https:\/\/www.marketresearch.co.jp\/insights\/wp-content\/uploads\/2025\/01\/s-154.png 1125w, https:\/\/www.marketresearch.co.jp\/insights\/wp-content\/uploads\/2025\/01\/s-154-300x175.png 300w, https:\/\/www.marketresearch.co.jp\/insights\/wp-content\/uploads\/2025\/01\/s-154-1024x596.png 1024w, https:\/\/www.marketresearch.co.jp\/insights\/wp-content\/uploads\/2025\/01\/s-154-768x447.png 768w\" sizes=\"(max-width: 1125px) 100vw, 1125px\" \/><\/p>\n<h2><span class=\"--l sentence_highlight\"><b>\u76ee\u6b21<\/b><\/span><\/h2>\n<p><span class=\"--l sentence_highlight\"><b>1. \u30a8\u30b0\u30bc\u30af\u30c6\u30a3\u30d6\u30b5\u30de\u30ea\u30fc<\/b><\/span><\/p>\n<p><span class=\"--l sentence_highlight\">1.1. \u30b0\u30ed\u30fc\u30d0\u30eb\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u306e\u6982\u89b3\u30012024\u5e74\u30682031\u5e74<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">1.2. \u5e02\u5834\u6a5f\u4f1a\u8a55\u4fa1\u30012024\u5e74\uff5e2031\u5e74\u300110\u5104\u7c73\u30c9\u30eb<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">1.3. \u4e3b\u8981\u306a\u5e02\u5834\u52d5\u5411<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">1.4. \u4eca\u5f8c\u306e\u5e02\u5834\u4e88\u6e2c<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">1.5. \u30d7\u30ec\u30df\u30a2\u30e0\u5e02\u5834\u306e\u6d1e\u5bdf<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 1.6. \u696d\u754c\u306e\u52d5\u5411\u3068\u4e3b\u306a\u5e02\u5834\u30a4\u30d9\u30f3\u30c8<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 1.7. PMR\u306e\u5206\u6790\u3068\u63a8\u5968\u4e8b\u9805<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"><b>2. \u5e02\u5834\u6982\u8981<\/b><\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 2.1. \u5e02\u5834\u306e\u7bc4\u56f2\u3068\u5b9a\u7fa9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 2.2. \u5e02\u5834\u529b\u5b66<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 2.2.1. \u63a8\u9032\u8981\u56e0<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 2.2.2. \u6291\u5236\u8981\u56e0<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 2.2.3. \u6a5f\u4f1a<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 2.2.4. \u8ab2\u984c<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 2.2.5. \u4e3b\u8981\u306a\u30c8\u30ec\u30f3\u30c9<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 2.3. \u30de\u30af\u30ed\u7d4c\u6e08\u8981\u56e0<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 2.3.1. \u4e16\u754c\u306e\u90e8\u9580\u5225\u898b\u901a\u3057<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 2.3.2. \u4e16\u754c\u306eGDP\u6210\u9577\u898b\u901a\u3057<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 2.3.3. \u305d\u306e\u4ed6\u306e\u30de\u30af\u30ed\u7d4c\u6e08\u8981\u56e0<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 2.4. COVID-19\u306e\u5f71\u97ff\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 2.5. \u4e88\u6e2c\u8981\u56e0 &#8211; \u95a2\u9023\u6027\u3068\u5f71\u97ff<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 2.6. \u898f\u5236\u74b0\u5883<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 2.7. \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u5206\u6790<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 2.8. PESTLE\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 2.9. \u30dd\u30fc\u30bf\u30fc\u306e\u30d5\u30a1\u30a4\u30d6\u30d5\u30a9\u30fc\u30b9\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"><b>3. \u4fa1\u683c\u52d5\u5411\u5206\u6790\u30012019\u5e74\uff5e2031\u5e74<\/b><\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 3.1. \u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 3.2. \u88fd\u54c1\u4fa1\u683c\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u4e3b\u306a\u8981\u56e0<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 3.3. \u88fd\u54c1\u5225\u4fa1\u683c\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 3.4. \u5730\u57df\u5225\u4fa1\u683c\u3068\u904e\u53bb\u306e\u63a8\u79fb\u304a\u3088\u3073\u5c06\u6765\u306e\u6210\u9577\u52d5\u5411<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"><b>4. \u30b0\u30ed\u30fc\u30d0\u30eb\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u306e\u898b\u901a\u3057\uff1a 2019\u5e74\uff5e2023\u5e74\u306e\u5b9f\u7e3e\u30682024\u5e74\uff5e2031\u5e74\u306e\u4e88\u6e2c<\/b><\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.1. \u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.2. \u5e02\u5834\u898f\u6a21\uff0810\u5104\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.2.1. 2019\u5e74\uff5e2023\u5e74\u306e\u5e02\u5834\u898f\u6a21\uff0810\u5104\u7c73\u30c9\u30eb\uff09\u306e\u5b9f\u7e3e\u5206\u6790<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.2.2. \u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff08US$ Bn\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c\u30012024\u5e74\uff5e2031\u5e74<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.3. \u4e16\u754c\u306e\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u306e\u898b\u901a\u3057\uff1a\u88fd\u54c1<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.3.1. \u306f\u3058\u3081\u306b \/ \u4e3b\u8981\u8abf\u67fb\u7d50\u679c<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.3.2. \u88fd\u54c1\u5225\u30012019\u5e74\uff5e2023\u5e74\u306e\u5e02\u5834\u898f\u6a21\uff08US$ Bn\uff09\u306e\u5206\u6790\u3001<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.3.3. \u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff08US$ Bn\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c\u3001\u63d0\u4f9b\u5225\u30012024\u5e74\uff5e2031\u5e74<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.3.3.1. \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.3.3.2. \u30b5\u30fc\u30d3\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.4. \u5e02\u5834\u306e\u9b45\u529b\u5206\u6790\uff1a\u63d0\u4f9b<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.5. \u4e16\u754c\u306e\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u306e\u898b\u901a\u3057\uff1a\u30bf\u30a4\u30d7<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.5.1. \u306f\u3058\u3081\u306b \/ \u4e3b\u306a\u8abf\u67fb\u7d50\u679c<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.5.2. \u30bf\u30a4\u30d7\u5225\u30012019\u5e74\uff5e2023\u5e74\u306e\u5e02\u5834\u898f\u6a21\uff08\u5358\u4f4d\uff1a10\u5104\u7c73\u30c9\u30eb\uff09\u306e\u63a8\u79fb<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">4.5.3. \u30bf\u30a4\u30d7\u5225\u30012024\u5e74\uff5e2031\u5e74\u306e\u5e02\u5834\u898f\u6a21\uff08\u5358\u4f4d\uff1a10\u5104\u7c73\u30c9\u30eb\uff09\u306e\u63a8\u79fb\u304a\u3088\u3073\u4e88\u6e2c<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">4.5.3.1. \u30eb\u30fc\u30eb\u30d9\u30fc\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">4.5.3.2. \u7d71\u8a08<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.5.3.3. \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.6. \u5e02\u5834\u9b45\u529b\u5ea6\u5206\u6790\uff1a\u30bf\u30a4\u30d7\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.7. \u4e16\u754c\u306e\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u306e\u898b\u901a\u3057\uff1a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.7.1. \u306f\u3058\u3081\u306b\/\u4e3b\u306a\u8abf\u67fb\u7d50\u679c<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.7.2. 2019\u5e74\uff5e2023\u5e74\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5225\u5e02\u5834\u898f\u6a21\uff08\u5358\u4f4d\uff1a10\u5104\u7c73\u30c9\u30eb\uff09\u306e\u63a8\u79fb<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.7.3. \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5225\u30012024\u5e74\uff5e2031\u5e74\u306e\u5e02\u5834\u898f\u6a21\uff08\u5358\u4f4d\uff1a10\u5104\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.7.3.1. \u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304a\u3088\u3073\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.7.3.2. \u611f\u60c5\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.7.3.3. \u30c6\u30ad\u30b9\u30c8\u5206\u6790<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.7.3.4. \u9867\u5ba2\u4f53\u9a13\u7ba1\u7406\uff08CXM\uff09<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.7.3.5. \u30c7\u30fc\u30bf\u30ad\u30e3\u30d7\u30c1\u30e3<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.7.3.6. \u305d\u306e\u4ed6<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.8. \u5e02\u5834\u9b45\u529b\u5ea6\u5206\u6790\uff1a\u7528\u9014<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.9. \u4e16\u754c\u306e\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u306e\u898b\u901a\u3057\uff1a\u6700\u7d42\u7528\u9014<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.9.1. \u306f\u3058\u3081\u306b\/\u4e3b\u306a\u8abf\u67fb\u7d50\u679c<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.9.2. \u7528\u9014\u5225\u30012019\u5e74\uff5e2023\u5e74\u306e\u5e02\u5834\u898f\u6a21\uff08\u5358\u4f4d\uff1a\u5341\u5104\u7c73\u30c9\u30eb\uff09\u306e\u63a8\u79fb<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">4.9.3. \u7528\u9014\u5225\u30012024\u5e74\uff5e2031\u5e74\u306e\u5e02\u5834\u898f\u6a21\uff08\u5358\u4f4d\uff1a\u5341\u5104\u7c73\u30c9\u30eb\uff09\u306e\u63a8\u79fb\u3068\u4e88\u6e2c<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">4.9.3.1. \u5c0f\u58f2\u30fbE\u30b3\u30de\u30fc\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">4.9.3.2. \u30d8\u30eb\u30b9\u30b1\u30a2\u30fb\u30e9\u30a4\u30d5\u30b5\u30a4\u30a8\u30f3\u30b9<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.9.3.3. BFSI<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.9.3.4. IT &amp; \u96fb\u6c17\u901a\u4fe1<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.9.3.5. \u30e1\u30c7\u30a3\u30a2 &amp; \u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30f3\u30e1\u30f3\u30c8<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.9.3.6. \u305d\u306e\u4ed6<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 4.10. \u5e02\u5834\u306e\u9b45\u529b\u5206\u6790\uff1a\u30a8\u30f3\u30c9\u30e6\u30fc\u30ba<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"><b>5. \u4e16\u754c\u306e\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u306e\u898b\u901a\u3057\uff1a\u5730\u57df<\/b><\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 5.1. \u4e3b\u8981\u30cf\u30a4\u30e9\u30a4\u30c8<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 5.2. \u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\uff08\u5358\u4f4d\uff1a10\u5104\u7c73\u30c9\u30eb\uff09\u306e\u63a8\u79fb\u3068\u4e88\u6e2c\uff082019\u5e74\uff5e2023\u5e74<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 5.3. \u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\uff08\u5358\u4f4d\uff1a10\u5104\u7c73\u30c9\u30eb\uff09\u306e\u63a8\u79fb\u3068\u4e88\u6e2c\uff082024\u5e74\uff5e2031\u5e74<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 5.3.1. \u5317\u7c73<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 5.3.2. \u6b27\u5dde<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 5.3.3. \u6771\u30a2\u30b8\u30a2<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 5.3.4. \u5357\u30a2\u30b8\u30a2\u304a\u3088\u3073\u30aa\u30bb\u30a2\u30cb\u30a2<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">5.3.5. \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">5.3.6. \u4e2d\u6771\u304a\u3088\u3073\u30a2\u30d5\u30ea\u30ab<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">5.4. \u5e02\u5834\u9b45\u529b\u5ea6\u5206\u6790\uff1a\u5730\u57df<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"><b>6. \u5317\u7c73\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u306e\u898b\u901a\u3057\uff1a\u6b74\u53f2\uff082019\uff5e2023\u5e74\uff09\u304a\u3088\u3073\u4e88\u6e2c\uff082024\uff5e2031\u5e74\uff09<\/b><\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.1. \u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.2. \u4fa1\u683c\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.3. \u5e02\u5834\u5225\u30012019\u5e74\uff5e2023\u5e74\u306e\u5e02\u5834\u898f\u6a21\uff08\u5358\u4f4d\uff1a\u5341\u5104\u7c73\u30c9\u30eb\uff09\u306e\u63a8\u79fb<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.3.1. \u56fd\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.3.2. \u30b5\u30fc\u30d3\u30b9\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.3.3. \u7a2e\u985e\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.3.4. \u7528\u9014\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.3.5. \u6700\u7d42\u7528\u9014\u5225<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.4. \u56fd\u5225\u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff0810\u5104\u7c73\u30c9\u30eb\uff09\u3001\u5206\u6790\u304a\u3088\u3073\u4e88\u6e2c\u30012024\u5e74\uff5e2031\u5e74<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.4.1. \u7c73\u56fd<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.4.2. \u30ab\u30ca\u30c0<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.5. \u88fd\u54c1\u5225\u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff0810\u5104\u7c73\u30c9\u30eb\uff09\u3001\u5206\u6790\u304a\u3088\u3073\u4e88\u6e2c\u30012024\u5e74\uff5e2031\u5e74<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.5.1. \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.5.2. \u30b5\u30fc\u30d3\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.6. \u7a2e\u985e\u5225\u3001\u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff08US$ Bn\uff09\u5206\u6790\u304a\u3088\u3073\u4e88\u6e2c\u30012024\u5e74\uff5e2031\u5e74<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.6.1. \u30eb\u30fc\u30eb\u30d9\u30fc\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.6.2. \u7d71\u8a08<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.6.3. \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.7. \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5225\u30012024\u5e74\uff5e2031\u5e74\u306e\u5e02\u5834\u898f\u6a21\uff08\u5358\u4f4d\uff1a\u5341\u5104\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.7.1. \u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304a\u3088\u3073\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.7.2. \u611f\u60c5\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.7.3. \u30c6\u30ad\u30b9\u30c8\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.7.4. \u9867\u5ba2\u4f53\u9a13\u7ba1\u7406\uff08CXM\uff09<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.7.5. \u30c7\u30fc\u30bf\u30ad\u30e3\u30d7\u30c1\u30e3<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.7.6. \u305d\u306e\u4ed6<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.8. 2024\u5e74\u304b\u30892031\u5e74\u307e\u3067\u306e\u30a8\u30f3\u30c9\u30e6\u30fc\u30b9\u5225\u3001\u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff0810\u5104\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.8.1. \u5c0f\u58f2\u30fbE\u30b3\u30de\u30fc\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.8.2. \u30d8\u30eb\u30b9\u30b1\u30a2\u30fb\u30e9\u30a4\u30d5\u30b5\u30a4\u30a8\u30f3\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.8.3. BFSI<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.8.4. IT\u30fb\u30c6\u30ec\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.8.5. \u30e1\u30c7\u30a3\u30a2\u304a\u3088\u3073\u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30f3\u30e1\u30f3\u30c8<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.8.6. \u305d\u306e\u4ed6<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 6.9. \u5e02\u5834\u306e\u9b45\u529b\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"><b>7. \u6b27\u5dde\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u306e\u898b\u901a\u3057\uff1a\u6b74\u53f2\uff082019\u5e74\uff5e2023\u5e74\uff09\u304a\u3088\u3073\u4e88\u6e2c\uff082024\u5e74\uff5e2031\u5e74\uff09<\/b><\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.1. \u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.2. \u4fa1\u683c\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.3. \u5e02\u5834\u5225\u30012019\u5e74\uff5e2023\u5e74\u306e\u5e02\u5834\u898f\u6a21\uff08\u5358\u4f4d\uff1a\u5341\u5104\u7c73\u30c9\u30eb\uff09\u306e\u63a8\u79fb<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.3.1. \u56fd\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.3.2. \u88fd\u54c1\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.3.3. \u7a2e\u985e\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.3.4. \u7528\u9014\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.3.5. \u6700\u7d42\u7528\u9014\u5225<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.4. \u5404\u56fd\u5225 2024\u5e74\uff5e2031\u5e74\u306e\u5e02\u5834\u898f\u6a21\uff0810\u5104\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">7.4.1. \u30c9\u30a4\u30c4<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">7.4.2. \u30d5\u30e9\u30f3\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">7.4.3. \u82f1\u56fd<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">7.4.4. \u30a4\u30bf\u30ea\u30a2<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">7.4.5. \u30b9\u30da\u30a4\u30f3<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">7.4.6. \u30ed\u30b7\u30a2<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.4.7. \u30c8\u30eb\u30b3<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.4.8. \u305d\u306e\u4ed6\u306e\u30e8\u30fc\u30ed\u30c3\u30d1<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.5. \u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff0810\u5104\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c\u3001\u63d0\u4f9b\u5225\u30012024\u5e74\uff5e2031\u5e74<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.5.1. \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.5.2. \u30b5\u30fc\u30d3\u30b9<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.6. \u30bf\u30a4\u30d7\u5225\uff1a\u5e02\u5834\u898f\u6a21\uff08US$ Bn\uff09\u5206\u6790\u3068\u4e88\u6e2c\u30012024\u5e74\uff5e2031\u5e74<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.6.1. \u30eb\u30fc\u30eb\u30d9\u30fc\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.6.2. \u7d71\u8a08<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.6.3. \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.7. \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5225\uff1a\u5e02\u5834\u898f\u6a21\uff08US$ Bn\uff09\u5206\u6790\u3068\u4e88\u6e2c\u30012024\u5e74\uff5e2031\u5e74<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.7.1. \u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304a\u3088\u3073\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">7.7.2. \u611f\u60c5\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">7.7.3. \u30c6\u30ad\u30b9\u30c8\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">7.7.4. \u9867\u5ba2\u4f53\u9a13\u7ba1\u7406\uff08CXM\uff09<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">7.7.5. \u30c7\u30fc\u30bf\u30ad\u30e3\u30d7\u30c1\u30e3<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">7.7.6. \u305d\u306e\u4ed6<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.8. 2024\u5e74\u304b\u30892031\u5e74\u306e\u30a8\u30f3\u30c9\u30e6\u30fc\u30b9\u5225\u3001\u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff0810\u5104\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.8.1. \u5c0f\u58f2\u30fbE\u30b3\u30de\u30fc\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.8.2. \u30d8\u30eb\u30b9\u30b1\u30a2\u30fb\u30e9\u30a4\u30d5\u30b5\u30a4\u30a8\u30f3\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.8.3. BFSI<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.8.4. IT\u30fb\u30c6\u30ec\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.8.5. \u30e1\u30c7\u30a3\u30a2\u30fb\u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30f3\u30e1\u30f3\u30c8<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.8.6. \u305d\u306e\u4ed6<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 7.9. \u5e02\u5834\u306e\u9b45\u529b\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"><b>8. \u6771\u30a2\u30b8\u30a2\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u306e\u898b\u901a\u3057\uff1a\u6b74\u53f2\uff082019\u5e74\uff5e2023\u5e74\uff09\u304a\u3088\u3073\u4e88\u6e2c\uff082024\u5e74\uff5e2031\u5e74\uff09<\/b><\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.1. \u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.2. \u4fa1\u683c\u5206\u6790<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.3. \u5e02\u5834\u5225\u30012019\u5e74\uff5e2023\u5e74\u306e\u5e02\u5834\u898f\u6a21\uff08\u5358\u4f4d\uff1a10\u5104\u7c73\u30c9\u30eb\uff09\u306e\u63a8\u79fb<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">8.3.1. \u56fd\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">8.3.2. \u88fd\u54c1\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">8.3.3. \u7a2e\u985e\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">8.3.4. \u7528\u9014\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">8.3.5. \u6700\u7d42\u7528\u9014\u5225<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.4. \u5404\u56fd\u5225 2024\u5e74\uff5e2031\u5e74\u306e\u5e02\u5834\u898f\u6a21\uff08\u5358\u4f4d\uff1a\u5341\u5104\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.4.1. \u4e2d\u56fd<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.4.2. \u65e5\u672c<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.4.3. \u97d3\u56fd<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.5. \u88fd\u54c1\u5225 2024\u5e74\uff5e2031\u5e74\u306e\u5e02\u5834\u898f\u6a21\uff08\u5358\u4f4d\uff1a\u5341\u5104\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.5.1. \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">8.5.2. \u30b5\u30fc\u30d3\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">8.6. \u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff08US$ Bn\uff09\u5206\u6790\u304a\u3088\u3073\u4e88\u6e2c\u3001\u7a2e\u985e\u5225\u30012024\u5e74\uff5e2031\u5e74<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">8.6.1. \u30eb\u30fc\u30eb\u30d9\u30fc\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">8.6.2. \u7d71\u8a08<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">8.6.3. \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.7. \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5225\u5e02\u5834\u898f\u6a21\uff08US$ Bn\uff09\u5206\u6790\u3068\u4e88\u6e2c\u30012024\u5e74\uff5e2031\u5e74<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.7.1. \u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304a\u3088\u3073\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.7.2. \u611f\u60c5\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.7.3. \u30c6\u30ad\u30b9\u30c8\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.7.4. \u9867\u5ba2\u4f53\u9a13\u7ba1\u7406\uff08CXM<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.7.5. \u30c7\u30fc\u30bf\u30ad\u30e3\u30d7\u30c1\u30e3<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.7.6. \u305d\u306e\u4ed6<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.8. \u7528\u9014\u5225\u30012024\u5e74\u304b\u30892031\u5e74\u306e\u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff0810\u5104\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.8.1. \u5c0f\u58f2\u30fbE\u30b3\u30de\u30fc\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.8.2. \u30d8\u30eb\u30b9\u30b1\u30a2\u30fb\u30e9\u30a4\u30d5\u30b5\u30a4\u30a8\u30f3\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.8.3. BFSI<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.8.4. IT\u30fb\u30c6\u30ec\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.8.5. \u30e1\u30c7\u30a3\u30a2\u304a\u3088\u3073\u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30f3\u30e1\u30f3\u30c8<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.8.6. \u305d\u306e\u4ed6<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 8.9. \u5e02\u5834\u306e\u9b45\u529b\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"><b>9. \u5357\u30a2\u30b8\u30a2\u304a\u3088\u3073\u30aa\u30bb\u30a2\u30cb\u30a2\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u306e\u5c55\u671b\uff1a\u6b74\u53f2\uff082019\u5e74\uff5e2023\u5e74\uff09\u304a\u3088\u3073\u4e88\u6e2c\uff082024\u5e74\uff5e2031\u5e74\uff09<\/b><\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.1. \u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.2. \u4fa1\u683c\u5206\u6790<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.3. \u5e02\u5834\u5225\u30012019\u5e74\uff5e2023\u5e74\u306e\u5e02\u5834\u898f\u6a21\uff08\u5358\u4f4d\uff1a\u5341\u5104\u7c73\u30c9\u30eb\uff09\u306e\u63a8\u79fb<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">9.3.1. \u56fd\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">9.3.2. \u88fd\u54c1\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">9.3.3. \u7a2e\u985e\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">9.3.4. \u7528\u9014\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">9.3.5. \u6700\u7d42\u7528\u9014\u5225<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.4. \u56fd\u5225\u30012024\u5e74\u304b\u30892031\u5e74\u306e\u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff0810\u5104\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.4.1. \u30a4\u30f3\u30c9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.4.2. \u6771\u5357\u30a2\u30b8\u30a2<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.4.3. ANZ<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.4.4. \u5357\u30a2\u30b8\u30a2\u304a\u3088\u3073\u30aa\u30bb\u30a2\u30cb\u30a2\u306e\u305d\u306e\u4ed6\u5730\u57df<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.5. \u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff0810\u5104\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c\u3001\u63d0\u4f9b\u5225\u30012024\u5e74\uff5e2031\u5e74<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.5.1. \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.5.2. \u30b5\u30fc\u30d3\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.6. \u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff0810\u5104\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c\u3001\u30bf\u30a4\u30d7\u5225\u30012024\u5e74\uff5e2031\u5e74<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.6.1. \u30eb\u30fc\u30eb\u30d9\u30fc\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.6.2. \u7d71\u8a08<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.6.3. \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.7. \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5225\u30012024\u5e74\u304b\u30892031\u5e74\u306e\u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff08\u5358\u4f4d\uff1a10\u5104\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.7.1. \u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304a\u3088\u3073\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.7.2. \u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.7.3. \u30c6\u30ad\u30b9\u30c8\u5206\u6790<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.7.4. \u30ab\u30b9\u30bf\u30de\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u7ba1\u7406\uff08CXM\uff09<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.7.5. \u30c7\u30fc\u30bf\u30ad\u30e3\u30d7\u30c1\u30e3<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.7.6. \u305d\u306e\u4ed6<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.8. 2024\u5e74\uff5e2031\u5e74\u306e\u7528\u9014\u5225\u5e02\u5834\u898f\u6a21\uff08\u5358\u4f4d\uff1a10\u5104\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.8.1. \u5c0f\u58f2\u30fbE\u30b3\u30de\u30fc\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.8.2. \u30d8\u30eb\u30b9\u30b1\u30a2\u30fb\u30e9\u30a4\u30d5\u30b5\u30a4\u30a8\u30f3\u30b9<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.8.3. BFSI<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.8.4. IT &amp; \u96fb\u6c17\u901a\u4fe1<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.8.5. \u30e1\u30c7\u30a3\u30a2 &amp; \u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30f3\u30e1\u30f3\u30c8<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.8.6. \u305d\u306e\u4ed6<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 9.9. \u5e02\u5834\u306e\u9b45\u529b\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"><b>10. \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u306e\u898b\u901a\u3057\uff1a\u6b74\u53f2\uff082019\u5e74\uff5e2023\u5e74\uff09\u304a\u3088\u3073\u4e88\u6e2c\uff082024\u5e74\uff5e2031\u5e74\uff09<\/b><\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 10.1. \u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 10.2. \u4fa1\u683c\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 10.3. \u5e02\u5834\u5225\u30012019\u5e74\u304b\u30892023\u5e74\u306e\u5e02\u5834\u898f\u6a21\uff08\u5358\u4f4d\uff1a\u5341\u5104\u7c73\u30c9\u30eb\uff09\u306e\u63a8\u79fb<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 10.3.1. \u56fd\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 10.3.2. \u30b5\u30fc\u30d3\u30b9\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 10.3.3. \u7a2e\u985e\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 10.3.4. \u7528\u9014\u5225<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 10.3.5. \u30a8\u30f3\u30c9\u30e6\u30fc\u30b9\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 10.4. \u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff0810\u5104\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c\u3001\u56fd\u5225\u30012024\u5e74\uff5e2031\u5e74<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 10.4.1. \u30d6\u30e9\u30b8\u30eb<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 10.4.2. \u30e1\u30ad\u30b7\u30b3<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 10.4.3. \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\u305d\u306e\u4ed6<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 10.5. \u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff0810\u5104\u7c73\u30c9\u30eb\uff09 \u88fd\u54c1\u5225\u5206\u6790\u304a\u3088\u3073\u4e88\u6e2c\u30012024\u5e74\uff5e2031\u5e74<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">10.5.1. \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">10.5.2. \u30b5\u30fc\u30d3\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">10.6. \u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff0810\u5104\u7c73\u30c9\u30eb\uff09 \u30bf\u30a4\u30d7\u5225\u5206\u6790\u304a\u3088\u3073\u4e88\u6e2c\u30012024\u5e74\uff5e2031\u5e74<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">10.6.1. \u30eb\u30fc\u30eb\u30d9\u30fc\u30b9<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 10.6.2. \u7d71\u8a08\u7684<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">10.6.3. \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">10.7. \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5225\u30012024\u5e74\u304b\u30892031\u5e74\u306e\u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff0810\u5104\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">10.7.1. \u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304a\u3088\u3073\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">10.7.2. \u611f\u60c5\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">10.7.3. \u30c6\u30ad\u30b9\u30c8\u5206\u6790<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 10.7.4. \u30ab\u30b9\u30bf\u30de\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u7ba1\u7406\uff08CXM\uff09<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">10.7.5. \u30c7\u30fc\u30bf\u30ad\u30e3\u30d7\u30c1\u30e3<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">10.7.6. \u305d\u306e\u4ed6<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">10.8. \u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff08\u5358\u4f4d\uff1a10\u5104\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b9\u5225\u30012024\u5e74\uff5e2031\u5e74<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">10.8.1. \u5c0f\u58f2\u30fbE\u30b3\u30de\u30fc\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">10.8.2. \u30d8\u30eb\u30b9\u30b1\u30a2\u30fb\u30e9\u30a4\u30d5\u30b5\u30a4\u30a8\u30f3\u30b9<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 10.8.3. BFSI<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">10.8.4. IT &amp; \u30c6\u30ec\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">10.8.5. \u30e1\u30c7\u30a3\u30a2 &amp; \u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30f3\u30e1\u30f3\u30c8<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">10.8.6. \u305d\u306e\u4ed6<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">10.9. \u5e02\u5834\u9b45\u529b\u5ea6\u5206\u6790<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>11<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>.<\/b><\/span><b> <\/b><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u4e2d\u6771<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u304a\u3088\u3073<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u30a2\u30d5\u30ea\u30ab<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u81ea\u7136<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u8a00\u8a9e<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u7406\u89e3<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\uff08<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>NLU<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\uff09<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u306e<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u898b\u901a\u3057<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\uff1a<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u6b74\u53f2<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\uff08<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>2019<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u5e74<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\uff5e<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>2023<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u5e74<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\uff09<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u304a\u3088\u3073<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u4e88\u6e2c<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\uff08<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>2024<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u5e74<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\uff5e<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>2031<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\u5e74<\/b><\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\"><b>\uff09<\/b><\/span><\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> <span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">11.1<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">.<\/span> <span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u4e3b<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306a<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u30cf\u30a4\u30e9\u30a4\u30c8<\/span><\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> <span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">11.2<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">.<\/span> <span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u4fa1\u683c<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5206\u6790<\/span><\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> <span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">11.3<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">.<\/span> <span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5e02\u5834<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5225<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u3001<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">2019<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5e74<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\uff5e<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">2023<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5e74<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306e<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5e02\u5834<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u898f\u6a21<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\uff08<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5358\u4f4d<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\uff1a<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5341\u5104<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u7c73\u30c9\u30eb<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\uff09<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u306e<\/span><span class=\"--l --r hover:bg-[#B4DAE8] hover:dark:bg-blue-600\">\u5206\u6790<\/span><\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 11.3.1. \u56fd\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 11.3.2. \u88fd\u54c1\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 11.3.3. \u7a2e\u985e\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 11.3.4. \u7528\u9014\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 11.3.5. \u6700\u7d42\u7528\u9014\u5225<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 11.4. \u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff08US$ Bn\uff09\u5206\u6790\u304a\u3088\u3073\u4e88\u6e2c\u3001\u56fd\u5225\u30012024\u5e74\uff5e2031\u5e74<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 11.4.1. GCC\u8af8\u56fd<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">11.4.2. \u30a8\u30b8\u30d7\u30c8<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">11.4.3. \u5357\u30a2\u30d5\u30ea\u30ab<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">11.4.4. \u5317\u30a2\u30d5\u30ea\u30ab<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">11.4.5. \u4e2d\u6771\u304a\u3088\u3073\u30a2\u30d5\u30ea\u30ab\u306e\u305d\u306e\u4ed6\u5730\u57df<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">11.5. \u88fd\u54c1\u5225 2024\u5e74\u304b\u30892031\u5e74\u306e\u5e02\u5834\u898f\u6a21\uff08\u5341\u5104\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 11.5.1. \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">11.5.2. \u30b5\u30fc\u30d3\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">11.6. \u30bf\u30a4\u30d7\u5225\u3001\u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff08US$ Bn\uff09\u5206\u6790\u3068\u4e88\u6e2c\u30012024\u5e74\uff5e2031\u5e74<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">11.6.1. \u30eb\u30fc\u30eb\u30d9\u30fc\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">11.6.2. \u7d71\u8a08<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">11.6.3. \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 11.7. \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5225\u30012024\u5e74\uff5e2031\u5e74\u306e\u5e02\u5834\u898f\u6a21\uff08\u5358\u4f4d\uff1a\u5341\u5104\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">11.7.1. \u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304a\u3088\u3073\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">11.7.2. \u611f\u60c5\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">11.7.3. \u30c6\u30ad\u30b9\u30c8\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">11.7.4. \u9867\u5ba2\u4f53\u9a13\u7ba1\u7406\uff08CXM<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">11.7.5. \u30c7\u30fc\u30bf\u30ad\u30e3\u30d7\u30c1\u30e3<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 11.7.6. \u305d\u306e\u4ed6<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 11.8. 2024\u5e74\u304b\u30892031\u5e74\u306e\u30a8\u30f3\u30c9\u30e6\u30fc\u30b9\u5225\u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff0810\u5104\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 11.8.1. \u5c0f\u58f2\u30fbE\u30b3\u30de\u30fc\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 11.8.2. \u30d8\u30eb\u30b9\u30b1\u30a2\u30fb\u30e9\u30a4\u30d5\u30b5\u30a4\u30a8\u30f3\u30b9<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 11.8.3. BFSI<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 11.8.4. IT\u30fb\u30c6\u30ec\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 11.8.5. \u30e1\u30c7\u30a3\u30a2\u304a\u3088\u3073\u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30f3\u30e1\u30f3\u30c8<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">11.8.6. \u305d\u306e\u4ed6<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">11.9. \u5e02\u5834\u306e\u9b45\u529b\u5206\u6790<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"><b>12. \u7af6\u5408\u72b6\u6cc1<\/b><\/span><\/p>\n<p><span class=\"--l sentence_highlight\">12.1. \u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\u30012023\u5e74<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">12.2. \u5e02\u5834\u69cb\u9020<\/span><span class=\"--r sentence_highlight\"><br \/>\n<\/span><\/p>\n<p><span class=\"--l sentence_highlight\"> 12.2.1. \u5e02\u5834\u3054\u3068\u306e\u7af6\u4e89\u306e\u6fc0\u3057\u3055\u306e\u30de\u30c3\u30d4\u30f3\u30b0<\/span><\/p>\n<p><span class=\"--l sentence_highlight\">12.2.2. \u7af6\u4e89\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/span><\/p>\n<p><span class=\"--l --r sentence_highlight\">12.3. \u4f01\u696d\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\uff08\u8a73\u7d30\u60c5\u5831 &#8211; \u6982\u8981\u3001\u8ca1\u52d9\u72b6\u6cc1\u3001\u6226\u7565\u3001\u6700\u8fd1\u306e\u52d5\u5411\uff09<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Natural Language Understanding (NLU) Market by Offering (Solutions, Services), Type (Statistical, Hybrid), Application (Text Analysis, Data Capture), End Use (Retail and E-commerce, BFSI, Media and Entertainment), and Regional Analysis from 2024 to 2031<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.marketresearch.co.jp\/insights\/wp-json\/wp\/v2\/posts\/18693"}],"collection":[{"href":"https:\/\/www.marketresearch.co.jp\/insights\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.marketresearch.co.jp\/insights\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.marketresearch.co.jp\/insights\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.marketresearch.co.jp\/insights\/wp-json\/wp\/v2\/comments?post=18693"}],"version-history":[{"count":1,"href":"https:\/\/www.marketresearch.co.jp\/insights\/wp-json\/wp\/v2\/posts\/18693\/revisions"}],"predecessor-version":[{"id":18696,"href":"https:\/\/www.marketresearch.co.jp\/insights\/wp-json\/wp\/v2\/posts\/18693\/revisions\/18696"}],"wp:attachment":[{"href":"https:\/\/www.marketresearch.co.jp\/insights\/wp-json\/wp\/v2\/media?parent=18693"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.marketresearch.co.jp\/insights\/wp-json\/wp\/v2\/categories?post=18693"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.marketresearch.co.jp\/insights\/wp-json\/wp\/v2\/tags?post=18693"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}