{"id":9951,"date":"2023-11-13T15:01:02","date_gmt":"2023-11-13T06:01:02","guid":{"rendered":"https:\/\/www.marketreport.jp\/insight\/?p=9951"},"modified":"2026-05-11T19:21:18","modified_gmt":"2026-05-11T10:21:18","slug":"nlp-in-education-market-mam","status":"publish","type":"post","link":"https:\/\/www.marketreport.jp\/insight\/nlp-in-education-market-mam\/","title":{"rendered":"\u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308bNLP\u5e02\u5834\uff1a\u63d0\u4f9b\u30b5\u30fc\u30d3\u30b9\u5225\uff08\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u30b5\u30fc\u30d3\u30b9\uff09\u3001\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\uff08\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u3001\u7d71\u8a08\u7684\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\uff09\u3001\u7528\u9014\u5225\uff08\u611f\u60c5\u5206\u6790\u3068\u30c7\u30fc\u30bf\u62bd\u51fa\u3001\u77e5\u7684\u500b\u4eba\u6307\u5c0e\u3068\u8a00\u8a9e\u5b66\u7fd2\uff09\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u3001\u5730\u57df\u5225 – 2028\u5e74\u307e\u3067\u306e\u4e16\u754c\u4e88\u6e2c"},"content":{"rendered":"

\u76ee\u6b21<\/p>\n

1 \u306f\u3058\u3081\u306b \uff08\u30da\u30fc\u30b8 – 28\uff09
\n1.1 \u7814\u7a76\u76ee\u7684
\n1.2 \u5e02\u5834\u306e\u5b9a\u7fa9
\n1.2.1 \u542b\u307e\u308c\u308b\u3082\u306e\u3068\u9664\u5916\u3055\u308c\u308b\u3082\u306e
\n1.3 \u8abf\u67fb\u7bc4\u56f2
\n1.3.1 \u5bfe\u8c61\u5e02\u5834
\n\u56f3 1 \u6559\u80b2\u306b\u304a\u3051\u308b NLP \u5e02\u5834\u306e\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3
\n1.3.2 \u5730\u7406\u7684\u7bc4\u56f2
\n\u56f32 \u5e02\u5834\uff1a\u5730\u7406\u7684\u7bc4\u56f2
\n1.3.3\u5e74
\n1.4 \u901a\u8ca8
\n\u88681 \u7c73\u30c9\u30eb\u70ba\u66ff\u30ec\u30fc\u30c8\uff082019-2022\u5e74
\n1.5 \u5229\u5bb3\u95a2\u4fc2\u8005<\/p>\n

2 \u7814\u7a76\u65b9\u6cd5 (\u30da\u30fc\u30b8 – 33)
\n2.1 \u8abf\u67fb\u30c7\u30fc\u30bf
\n\u56f33 \u6559\u80b2\u306b\u304a\u3051\u308bNLP\u5e02\u5834\uff1a\u8abf\u67fb\u30c7\u30b6\u30a4\u30f3
\n2.1.1 \u4e8c\u6b21\u30c7\u30fc\u30bf
\n2.1.1.1 \u4e8c\u6b21\u60c5\u5831\u6e90
\n2.1.2 \u4e00\u6b21\u30c7\u30fc\u30bf
\n2.1.2.1 \u5c02\u9580\u5bb6\u3078\u306e\u4e00\u6b21\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc
\n2.1.2.2 \u4e3b\u8981\u306a\u4e00\u6b21\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc\u53c2\u52a0\u8005\u306e\u30ea\u30b9\u30c8
\n2.1.2.3 \u4e3b\u8981\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u306e\u5185\u8a33
\n2.1.2.4 \u4e00\u6b21\u60c5\u5831\u6e90
\n2.1.2.5 \u4e3b\u8981\u696d\u754c\u30a4\u30f3\u30b5\u30a4\u30c8
\n2.2 \u5e02\u5834\u898f\u6a21\u306e\u63a8\u5b9a
\n\u56f34 \u5e02\u5834\u898f\u6a21\u306e\u63a8\u5b9a\u65b9\u6cd5\uff1a\u30a2\u30d7\u30ed\u30fc\u30c11\uff08\u4f9b\u7d66\u5074\uff09-\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\uff0f\u30b5\u30fc\u30d3\u30b9\u304b\u3089\u306e\u53ce\u76ca
\n2.2.1 \u30dc\u30c8\u30e0\u30a2\u30c3\u30d7\u30fb\u30a2\u30d7\u30ed\u30fc\u30c1
\n\u56f35 \u30dc\u30c8\u30e0\u30a2\u30c3\u30d7\u30fb\u30a2\u30d7\u30ed\u30fc\u30c1
\n\u56f36 \u30dc\u30c8\u30e0\u30a2\u30c3\u30d7\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308b\u5e02\u5834\u898f\u6a21\u306e\u63a8\u5b9a\uff08\u4f9b\u7d66\u5074\uff09\uff1a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\uff0f\u30b5\u30fc\u30d3\u30b9\u304b\u3089\u306e\u7dcf\u53ce\u5165
\n2.2.2 \u30c8\u30c3\u30d7\u30c0\u30a6\u30f3\u30fb\u30a2\u30d7\u30ed\u30fc\u30c1
\n\u56f37 \u30c8\u30c3\u30d7\u30c0\u30a6\u30f3\u30fb\u30a2\u30d7\u30ed\u30fc\u30c1
\n2.2.3 \u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308bNLP\u5e02\u5834\u306e\u63a8\u5b9a\uff1a\u9700\u8981\u30b5\u30a4\u30c9\u5206\u6790
\n\u56f3 8 \u5e02\u5834\u898f\u6a21\u306e\u63a8\u5b9a\u65b9\u6cd5\uff1a\u9700\u8981\u30b5\u30a4\u30c9\u5206\u6790
\n2.3 \u30c7\u30fc\u30bf\u306e\u4e09\u89d2\u6e2c\u91cf
\n\u56f39 \u30c7\u30fc\u30bf\u306e\u4e09\u89d2\u6e2c\u91cf
\n2.4 \u56e0\u5b50\u5206\u6790
\n\u88682 \u56e0\u5b50\u5206\u6790
\n2.5 \u524d\u63d0\u6761\u4ef6
\n2.6 \u9650\u754c
\n2.7 \u5e02\u5834\uff1a\u666f\u6c17\u5f8c\u9000\u306e\u5f71\u97ff<\/p>\n

3 \u4e8b\u696d\u6982\u8981 \uff08\u30da\u30fc\u30b8 – 45\uff09
\n\u56f310 \u5e02\u5834\u898f\u6a21\u30012021-2028\u5e74
\n\u56f311 \u4e3b\u8981\u5e02\u5834\u6210\u9577\u30bb\u30b0\u30e1\u30f3\u30c8\uff082023\u5e74
\n\u56f312 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\u306f2023\u5e74\u304b\u30892028\u5e74\u306b\u304b\u3051\u3066\u6700\u3082\u9ad8\u3044cagr\u3067\u6210\u9577\u3059\u308b<\/p>\n

4 \u30d7\u30ec\u30df\u30a2\u30e0\u30fb\u30a4\u30f3\u30b5\u30a4\u30c8 (\u30da\u30fc\u30b8 – 50)
\n4.1 \u6559\u80b2\u5206\u91ce\u3067\u306eNLP\u5e02\u5834\u306b\u304a\u3051\u308b\u30d7\u30ec\u30fc\u30e4\u30fc\u306e\u9b45\u529b\u7684\u306a\u6a5f\u4f1a
\n\u56f313 \u5b66\u7fd2\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u63a1\u7528\u62e1\u5927\u304c\u5e02\u5834\u6210\u9577\u3092\u4fc3\u9032\u3059\u308b
\n4.2 \u5317\u7c73\uff1a\u5e02\u5834\uff1a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u5225\u3001\u56fd\u5225
\n\u56f314 2023\u5e74\u306b\u5317\u7c73\u5e02\u5834\u3092\u30ea\u30fc\u30c9\u3059\u308b\u306e\u306f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u90e8\u9580\u3068\u7c73\u56fd
\n4.3 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\uff1a\u90e8\u54c1\u5225\u304a\u3088\u3073\u4e0a\u4f4d3\u30ab\u56fd\u5e02\u5834
\n\u56f315 2023\u5e74\u306b\u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5e02\u5834\u3092\u30ea\u30fc\u30c9\u3059\u308b\u306e\u306f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u90e8\u9580\u3068\u4e2d\u56fd
\n4.4 \u5e02\u5834\uff1a\u4e3b\u8981\u56fd
\n\u56f316 \u65e5\u672c\u306f\u4e88\u6e2c\u671f\u9593\u4e2d\u306b\u6700\u3082\u6025\u6210\u9577\u3059\u308b\u5e02\u5834<\/p>\n

5 \u5e02\u5834\u6982\u8981\u3068\u696d\u754c\u52d5\u5411\uff08\u30da\u30fc\u30b8 – 52\uff09
\n5.1 \u5e02\u5834\u6982\u8981
\n5.2 \u5e02\u5834\u30c0\u30a4\u30ca\u30df\u30af\u30b9
\n\u56f3 17 \u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308b NLP \u5e02\u5834\uff1a\u4fc3\u9032\u8981\u56e0\u3001\u963b\u5bb3\u8981\u56e0\u3001\u6a5f\u4f1a\u3001\u8ab2\u984c
\n5.2.1 \u30c9\u30e9\u30a4\u30d0\u30fc
\n5.2.1.1 \u52b9\u7387\u7684\u306a\u8a9e\u5b66\u5b66\u7fd2\u306e\u9700\u8981\u306e\u9ad8\u307e\u308a
\n5.2.1.2 \u30ea\u30b9\u30af\u306e\u3042\u308b\u5b66\u751f\u306b\u7684\u3092\u7d5e\u3063\u305f\u652f\u63f4\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306e\u4e88\u6e2c\u5206\u6790\u306e\u5c0e\u5165\u304c\u5897\u52a0\u3057\u3066\u3044\u308b\u3002
\n5.2.1.3 AI\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u9032\u5316
\n5.2.2 \u62d8\u675f
\n5.2.2.1 \u5229\u7528\u53ef\u80fd\u306a\u6559\u80b2\u30c7\u30fc\u30bf\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u3053\u3068\u304cNLP\u30e2\u30c7\u30eb\u306e\u52b9\u7387\u306b\u5f71\u97ff\u3059\u308b
\n5.2.2.2 \u30c7\u30fc\u30bf\u4fb5\u5bb3\u304a\u3088\u3073\u6a5f\u5bc6\u60c5\u5831\u6f0f\u6d29\u306b\u95a2\u3059\u308b\u30ea\u30b9\u30af
\n5.2.3 \u6a5f\u4f1a
\n5.2.3.1 \u751f\u5f92\u306e\u6210\u7e3e\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306bNLP\u306e\u63a1\u7528\u304c\u62e1\u5927\u4e2d
\n5.2.3.2 \u500b\u5225\u5b66\u7fd2\u3078\u306e\u9700\u8981\u306e\u9ad8\u307e\u308a
\n5.2.3.3 \u5e02\u5834\u30d9\u30f3\u30c0\u30fc\u306b\u3088\u308b\u91cd\u8981\u306a\u7814\u7a76\u958b\u767a\u6d3b\u52d5
\n5.2.4 \u8ab2\u984c
\n5.2.4.1 \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305fNLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a
\n 5.2.4.2 Regulatory and privacy concerns over data security
\n 5.3 INDUSTRY TRENDS
\n 5.3.1 CASE STUDY ANALYSIS
\n5.3.1.1 \u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a31\uff1aWidth.ai\u306b\u3088\u3063\u3066\u69cb\u7bc9\u3055\u308c\u305fNLP\u6cd5\u7684\u6761\u9805\u30ea\u30e9\u30a4\u30bf\u304c\u6761\u9805\u306e\u660e\u77ad\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b
\n5.3.1.2 \u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a32\uff1aObserve.ai\u304c\u30d5\u30a9\u30fc\u30c1\u30e5\u30f3500\u306e\u6559\u80b2\u4f01\u696d\u306bNLP\u30d9\u30fc\u30b9\u306e\u5b66\u7fd2\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u69cb\u7bc9
\n5.3.2 \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u5206\u6790
\n\u56f3 18 \u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308b NLP \u5e02\u5834\uff1a\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u5206\u6790
\n5.3.3 \u898f\u5236\u306e\u72b6\u6cc1
\n5.3.3.1 \u4e00\u822c\u30c7\u30fc\u30bf\u4fdd\u8b77\u898f\u5247
\n5.3.3.2 \u500b\u4eba\u60c5\u5831\u306e\u4fdd\u8b77\u53ca\u3073\u96fb\u5b50\u6587\u66f8\u306b\u95a2\u3059\u308b\u6cd5\u5f8b
\n5.3.3.3 \u30af\u30e9\u30a6\u30c9\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30a2\u30e9\u30a4\u30a2\u30f3\u30b9\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4fe1\u983c\u4fdd\u8a3c\u3068\u30ea\u30b9\u30af
\n5.3.3.4 \u30ab\u30ea\u30d5\u30a9\u30eb\u30cb\u30a2\u5dde\u6d88\u8cbb\u8005\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u6cd5
\n5.3.4 \u7279\u8a31\u5206\u6790
\n\u88683 \u7c73\u56fd\u306b\u304a\u3051\u308b\u7279\u8a31\u6240\u6709\u8005\u30c8\u30c3\u30d720\uff082012-2022\u5e74
\n\u56f319 \u4e16\u754c\u306b\u304a\u3051\u308b\u7279\u8a31\u53d6\u5f97\u4ef6\u6570\uff082013-2022\u5e74
\n\u56f320 \u7279\u8a31\u51fa\u9858\u4ef6\u6570\u306e\u591a\u3044\u4e0a\u4f4d10\u793e
\n5.3.5 \u4e3b\u8981\u4f1a\u8b70\u30fb\u30a4\u30d9\u30f3\u30c8\uff082023\u5e74
\n\u88684 \u30ab\u30f3\u30d5\u30a1\u30ec\u30f3\u30b9\uff06\u30a4\u30d9\u30f3\u30c8\u306e\u8a73\u7d30\u30ea\u30b9\u30c8\uff082023\u5e74
\n5.3.6 \u4fa1\u683c\u5206\u6790
\n\u88685 \u5b9a\u984d\u5236\uff0f\u5f93\u91cf\u5236NLP\u30b5\u30fc\u30d3\u30b9\u306e\u5e73\u5747\u8ca9\u58f2\u4fa1\u683c\u5e2f
\n5.3.7 \u30dd\u30fc\u30bf\u30fc\u306e5\u3064\u306e\u529b\u5206\u6790
\n\u88686 \u5404\u52e2\u529b\u304c\u6559\u80b2\u7528NLP\u5e02\u5834\u306b\u4e0e\u3048\u308b\u5f71\u97ff
\n\u56f321 \u5e02\u5834\uff1a\u30dd\u30fc\u30bf\u30fc\u306e5\u3064\u306e\u529b\u5206\u6790
\n5.3.7.1 \u65b0\u898f\u53c2\u5165\u306e\u8105\u5a01
\n5.3.7.2 \u4ee3\u66ff\u54c1\u306e\u8105\u5a01
\n5.3.7.3 \u8cb7\u3044\u624b\u306e\u4ea4\u6e09\u529b
\n5.3.7.4 \u30b5\u30d7\u30e9\u30a4\u30e4\u30fc\u306e\u4ea4\u6e09\u529b
\n5.3.7.5 \u7af6\u4e89\u76f8\u624b\u306e\u6fc0\u3057\u3055
\n5.3.8 \u4e3b\u8981\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u3068\u8cfc\u8cb7\u57fa\u6e96
\n\u56f322 \u30c8\u30c3\u30d73\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u306e\u8cfc\u8cb7\u30d7\u30ed\u30bb\u30b9\u306b\u304a\u3051\u308b\u95a2\u4fc2\u8005\u306e\u5f71\u97ff\u529b
\n\u88687 \u30c8\u30c3\u30d73\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u306e\u8cfc\u8cb7\u30d7\u30ed\u30bb\u30b9\u306b\u304a\u3051\u308b\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u306e\u5f71\u97ff\u529b
\n5.3.8.1 \u8cfc\u5165\u57fa\u6e96
\n\u56f323 \u30c8\u30c3\u30d73\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u306e\u4e3b\u306a\u8cfc\u8cb7\u57fa\u6e96
\n\u88688 \u30c8\u30c3\u30d73\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u306e\u4e3b\u306a\u8cfc\u8cb7\u57fa\u6e96
\n5.3.9 \u9867\u5ba2\u30d3\u30b8\u30cd\u30b9\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u30c8\u30ec\u30f3\u30c9\u3068\u6df7\u4e71
\n5.3.10 \u751f\u614b\u7cfb\u5206\u6790
\n\u88689 \u6559\u80b2\u306b\u304a\u3051\u308bNLP\u5e02\u5834\uff1a\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0
\n5.3.11 \u6559\u80b2\u306b\u304a\u3051\u308bNLP\u306e\u502b\u7406\u3068\u610f\u7fa9
\n5.3.11.1 \u30d0\u30a4\u30a2\u30b9\u3068\u516c\u5e73\u6027
\n5.3.11.2 \u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3
\n5.3.11.3 \u77e5\u7684\u8ca1\u7523
\n5.3.11.4 \u8aac\u660e\u8cac\u4efb\u3068\u8cac\u4efb
\n5.3.11.5 \u793e\u4f1a\u7684\u30fb\u7d4c\u6e08\u7684\u5f71\u97ff
\n5.3.12 NLP\u6280\u8853\u306e\u7c21\u5358\u306a\u6b74\u53f2
\n5.3.13 \u30cb\u30c3\u30c1\u306a\u96a3\u63a5\u6280\u8853\u304c\u5e02\u5834\u306b\u4e0e\u3048\u308b\u5f71\u97ff
\n5.3.13.1 \u4eba\u5de5\u77e5\u80fd
\n5.3.13.2 \u30e2\u30ce\u306e\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\uff08IoT\uff09
\n5.3.13.3 \u62e1\u5f35\u73fe\u5b9f\uff08AR\uff09\uff0f\u4eee\u60f3\u73fe\u5b9f\uff08VR\uff09
\n5.3.13.4 \u30af\u30e9\u30a6\u30c9
\n5.3.13.5 \u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3
\n5.3.14 \u6559\u80b2\u306b\u304a\u3051\u308bNLP\u306e\u6280\u8853\u30ed\u30fc\u30c9\u30de\u30c3\u30d7
\n5.3.14.1 \u77ed\u671f\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\uff082023\uff5e2025\u5e74\uff09
\n5.3.14.2 \u4e2d\u671f\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\uff082026\uff5e2028\u5e74\uff09
\n5.3.14.3 \u9577\u671f\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\uff082029\uff5e2030\u5e74\uff09
\n5.3.15 \u6559\u80b2\u7528\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306b\u304a\u3051\u308bNLP\u306e\u5fdc\u7528\u3068\u4f7f\u7528\u4f8b
\n5.3.16 \u5e02\u5834\u306b\u304a\u3051\u308b\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9
\n5.3.17 \u73fe\u5728\u306e\u30d3\u30b8\u30cd\u30b9\u30e2\u30c7\u30eb\u3068\u65b0\u305f\u306a\u30d3\u30b8\u30cd\u30b9\u30e2\u30c7\u30eb
\n5.3.17.1 SaaS\uff08Software as a Service\uff09\u30e2\u30c7\u30eb
\n5.3.17.2 \u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u30fb\u30b5\u30fc\u30d3\u30b9\u30fb\u30e2\u30c7\u30eb
\n5.3.17.3 \u53ce\u76ca\u5206\u914d\u30e2\u30c7\u30eb
\n5.3.17.4 \u6709\u6599\u30e2\u30c7\u30eb<\/p>\n

6 \u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308b NLP \u5e02\u5834, \u5206\u91ce\u5225 (\u30da\u30fc\u30b8 – 75)
\n6.1 \u306f\u3058\u3081\u306b
\n6.1.1 \u30aa\u30d5\u30a1\u30ea\u30f3\u30b0\uff1a\u5e02\u5834\u4fc3\u9032\u8981\u56e0
\n\u56f3 24 \u30b5\u30fc\u30d3\u30b9\u90e8\u9580\u306f\u4e88\u6e2c\u671f\u9593\u4e2d\u3001\u3088\u308a\u9ad8\u3044\u6210\u9577\u7387\u3067\u6210\u9577\u3059\u308b
\n\u886810\uff1a\u5e02\u5834\u898f\u6a21\u3001\u63d0\u4f9b\u30b5\u30fc\u30d3\u30b9\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u886811\uff1a\u5e02\u5834\u898f\u6a21\uff08\u30aa\u30d5\u30a1\u30ea\u30f3\u30b0\u5225\uff09\u30012023-2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n6.2 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3
\n\u56f325 2023\u5e74\u306b\u6700\u5927\u306e\u5e02\u5834\u30b7\u30a7\u30a2\u3092\u5360\u3081\u308b\u30c6\u30ad\u30b9\u30c8\u30d9\u30fc\u30b9\u306eNLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u30b5\u30d6\u30bb\u30b0\u30e1\u30f3\u30c8
\n\u886812 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u5225\u5e02\u5834\u898f\u6a21\u30012018-2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u886813 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u5225\u5e02\u5834\u898f\u6a21\u30012023-2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u886814 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 15 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n6.2.1 \u30c6\u30ad\u30b9\u30c8\u30d9\u30fc\u30b9\u306eNLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3
\n\u886816 \u30c6\u30ad\u30b9\u30c8\u30d9\u30fc\u30b9\u306eNLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 17 \u30c6\u30ad\u30b9\u30c8\u30d9\u30fc\u30b9\u306e NLP \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\uff1a\u6559\u80b2\u5206\u91ce\u306e NLP \u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012023 \u5e74\uff5e2028 \u5e74 \uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n6.2.1.1 \u8a00\u8a9e\u7ffb\u8a33\u30c4\u30fc\u30eb
\n6.2.1.1.1 \u6587\u66f8\u3001\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3001\u30aa\u30fc\u30c7\u30a3\u30aa\u3001\u30d3\u30c7\u30aa\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u7ffb\u8a33\u3059\u308b
\n6.2.1.2 \u97f3\u58f0\u5408\u6210\u30b3\u30f3\u30d0\u30fc\u30bf
\n6.2.1.2.1 \u6587\u5b57\u307e\u305f\u306f\u30c6\u30ad\u30b9\u30c8\u30d9\u30fc\u30b9\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u8a71\u3057\u8a00\u8449\u306b\u5909\u63db\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b
\n6.2.1.3 \u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u5206\u6790\u30c4\u30fc\u30eb
\n6.2.1.3.1 \u30c6\u30ad\u30b9\u30c8\u30d9\u30fc\u30b9\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u3092\u5206\u6790\u3059\u308b
\n6.2.1.4 \u76d7\u4f5c\u30c1\u30a7\u30c3\u30ab\u30fc
\n6.2.1.4.1 \u66f8\u304b\u308c\u305f\u8ab2\u984c\u306b\u304a\u3051\u308b\u76d7\u7528\u306e\u691c\u51fa
\n6.2.2 \u97f3\u58f0\u30d9\u30fc\u30b9\u306eNLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3
\n\u8868 18 \u97f3\u58f0\u30d9\u30fc\u30b9\u306e NLP \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\uff082018\uff5e2022 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 19 \u97f3\u58f0\u30d9\u30fc\u30b9\u306e NLP \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\uff082023\uff5e2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n6.2.2.1 \u97f3\u58f0\u8a8d\u8b58\u30c4\u30fc\u30eb
\n6.2.2.1.1 \u8a71\u3057\u8a00\u8449\u3092\u30c7\u30b8\u30bf\u30eb\u30c6\u30ad\u30b9\u30c8\u5f62\u5f0f\u306b\u66f8\u304d\u8d77\u3053\u3059
\n6.2.2.2 \u97f3\u58f0\u30c6\u30ad\u30b9\u30c8\u5909\u63db\u88c5\u7f6e
\n6.2.2.2.1 \u97f3\u58f0\u3092\u6587\u5b57\u306b\u66f8\u304d\u8d77\u3053\u3059
\n6.2.2.3 \u97f3\u58f0\u8ee2\u5199\u30c4\u30fc\u30eb
\n6.2.2.3.1 \u9332\u97f3\u3057\u305f\u97f3\u58f0\u3092\u6587\u5b57\u306b\u8d77\u3053\u3059
\n6.2.3 \u753b\u50cf\u30d9\u30fc\u30b9\u306eNLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3
\n\u8868 20 \u753b\u50cf\u30d9\u30fc\u30b9\u306e NLP \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012018 \u5e74\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 21 \u753b\u50cf\u30d9\u30fc\u30b9\u306e NLP \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012023\uff5e2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n6.2.3.1 \u5149\u5b66\u5f0f\u6587\u5b57\u8a8d\u8b58\u30c4\u30fc\u30eb
\n6.2.3.1.1 \u4eba\u304c\u66f8\u3044\u305f\u30c6\u30ad\u30b9\u30c8\u3084\u5370\u5237\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u8a8d\u8b58\u3067\u304d\u308b\u3002
\n6.2.3.2 \u753b\u50cf\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb
\n6.2.3.2.1 \u753b\u50cf\u306e\u7c21\u5358\u306a\u8aac\u660e\u3092\u751f\u6210\u3059\u308b
\n6.2.3.3 \u753b\u50cf\u8a8d\u8b58\u30c4\u30fc\u30eb
\n6.2.3.3.1 \u753b\u50cf\u5185\u306e\u7570\u306a\u308b\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3084\u30d1\u30bf\u30fc\u30f3\u3092\u8b58\u5225\u3057\u3001\u5206\u985e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002
\n6.2.4 \u30d3\u30c7\u30aa\u30d9\u30fc\u30b9\u306eNLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3
\n\u8868 22 \u30d3\u30c7\u30aa\u30d9\u30fc\u30b9\u306e NLP \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012018 \u5e74\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 23 \u30d3\u30c7\u30aa\u30d9\u30fc\u30b9\u306e NLP \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012023 \u5e74\uff5e2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n6.2.4.1 \u30d3\u30c7\u30aa\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb
\n6.2.4.1.1 \u52d5\u753b\u306e\u5b57\u5e55\u3092\u4f5c\u6210\u3059\u308b
\n6.2.4.2 \u30d3\u30c7\u30aa\u66f8\u304d\u8d77\u3053\u3057\u30c4\u30fc\u30eb
\n6.2.4.2.1 \u30d3\u30c7\u30aa\u306e\u97f3\u58f0\u3092\u6587\u5b57\u306b\u8d77\u3053\u3059
\n6.2.4.3 \u30d3\u30c7\u30aa\u8981\u7d04\u30c4\u30fc\u30eb
\n6.2.4.3.1 \u30d3\u30c7\u30aa\u3092\u81ea\u52d5\u7684\u306b\u30c6\u30ad\u30b9\u30c8\u306b\u8981\u7d04\u3059\u308b
\n6.3 \u30b5\u30fc\u30d3\u30b9
\n\u56f326 \u30de\u30cd\u30fc\u30b8\u30c9\u30fb\u30b5\u30fc\u30d3\u30b9\u5206\u91ce\u306f2023\u5e74\u304b\u30892028\u5e74\u306b\u304b\u3051\u3066\u9ad8\u3044\u6210\u9577\u7387\u304c\u898b\u8fbc\u307e\u308c\u308b
\n\u886824 \u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\u30012018-2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 25 \u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u886826 \u30b5\u30fc\u30d3\u30b9\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 27 \u30b5\u30fc\u30d3\u30b9\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n6.3.1 \u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u30fb\u30b5\u30fc\u30d3\u30b9
\n\u56f327 \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30b5\u30dd\u30fc\u30c8\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30fb\u30b5\u30fc\u30d3\u30b9\u304c2023-2028\u5e74\u306b\u6700\u3082\u9ad8\u3044\u6210\u9577\u7387\u3092\u8a18\u9332\u3059\u308b\u898b\u8fbc\u307f
\n\u8868 28 \u30b5\u30fc\u30d3\u30b9\uff1a\u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308b NLP \u306e\u5e02\u5834\u898f\u6a21\u3001\u5c02\u9580\u30b5\u30fc\u30d3\u30b9\u5225\u30012018 \u5e74\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 29 \u30b5\u30fc\u30d3\u30b9\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5c02\u9580\u30b5\u30fc\u30d3\u30b9\u5225\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u886830 \u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u30b5\u30fc\u30d3\u30b9\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 31\uff1a\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u30b5\u30fc\u30d3\u30b9\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n6.3.1.1 \u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0
\n6.3.1.1.1 \u9867\u5ba2\u30cb\u30fc\u30ba\u306e\u7406\u89e3\u3092\u652f\u63f4\u3059\u308b
\n\u886832 \u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u886833 \u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012023-2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n6.3.1.2 \u7d71\u5408\u3068\u5b9f\u65bd
\n6.3.1.2.1 \u5168\u3066\u306e\u8a2d\u7f6e\u6e08\u307f\u30b7\u30b9\u30c6\u30e0\u306e\u52b9\u679c\u7684\u306a\u7d71\u5408\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u3002
\n\u8868 34 \u7d71\u5408\u3068\u5b9f\u88c5\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012018-2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 35 \u7d71\u5408\u3068\u5b9f\u88c5\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\uff082023-2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n6.3.1.3 \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30b5\u30dd\u30fc\u30c8\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9
\n6.3.1.3.1 \u88fd\u54c1\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3084\u6a5f\u80fd\u969c\u5bb3\u306b\u5bfe\u3059\u308b\u652f\u63f4
\n\u8868 36 \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30b5\u30dd\u30fc\u30c8\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012018-2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 37 \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30b5\u30dd\u30fc\u30c8\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n6.3.2 \u30de\u30cd\u30fc\u30b8\u30c9\u30fb\u30b5\u30fc\u30d3\u30b9
\n6.3.2.1 NLP\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306eIT\u30a4\u30f3\u30d5\u30e9\u306e\u7ba1\u7406\u3068\u30b5\u30dd\u30fc\u30c8\u3092\u652f\u63f4\u3059\u308b\u3002
\n\u886838 \u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 39 \u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09<\/p>\n

7 NLP IN EDUCATION \u5e02\u5834\uff1a\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\uff08\u30da\u30fc\u30b8\u756a\u53f7 – 93\uff09
\n7.1 \u306f\u3058\u3081\u306b
\n7.1.1 \u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\uff1a\u5e02\u5834\u4fc3\u9032\u8981\u56e0
\n\u56f3 28 \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9 NLP \u5206\u91ce\u306f\u4e88\u6e2c\u671f\u9593\u4e2d\u306b\u6700\u3082\u9ad8\u3044 CAGR \u3092\u8a18\u9332\u3059\u308b\u898b\u8fbc\u307f
\n\u886840 \u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u5e02\u5834\u898f\u6a21\u30012018-2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 41 \u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u5e02\u5834\u898f\u6a21\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n7.2 \u7d71\u8a08\u7684NLP
\n7.2.1 \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u7d50\u679c\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306e\u9069\u5207\u306a\u30a2\u30d7\u30ed\u30fc\u30c1
\n\u886842 \u7d71\u8a08\u7684NLP\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 43 \u7d71\u8a08\u7684 NLP\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012023\uff5e2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n7.3 HYBRID NLP
\n7.3.1 \u9069\u5207\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u306a\u3044\u5834\u5408\u306e\u7406\u60f3\u7684\u306a\u65b9\u6cd5
\n\u886844 \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9NLP\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 45 \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9 NLP\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012023\uff5e2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n7.4 \u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306eNLP
\n7.4.1 \u30c8\u30fc\u30af\u30f3\u5316\u306b\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u308b
\n\u8868 46 \u30eb\u30fc\u30eb\u30d9\u30fc\u30b9 NLP\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 47 \u30eb\u30fc\u30eb\u30d9\u30fc\u30b9 NLP\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012023\uff5e2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09<\/p>\n

8 NLP\u6559\u80b2\u5e02\u5834\uff1a\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225 (\u30da\u30fc\u30b8\u6570 – 100)
\n8.1 \u5c0e\u5165
\n8.1.1 \u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\uff1a\u5e02\u5834\u4fc3\u9032\u8981\u56e0
\n\u56f329 2023\u5e74\u3001\u5e02\u5834\u306b\u304a\u3044\u3066\u3088\u308a\u5927\u304d\u306a\u30b7\u30a7\u30a2\u3092\u5360\u3081\u308b\u306e\u306f\u30a2\u30ab\u30c7\u30df\u30c3\u30af\u30fb\u30e6\u30fc\u30b6\u30fc\u30fb\u30bb\u30b0\u30e1\u30f3\u30c8\u3067\u3042\u308b
\n\u886848\uff1a\u5e02\u5834\u898f\u6a21\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u30012018-2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u886849 \u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u5e02\u5834\u898f\u6a21\u30012023-2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n8.2 \u30a2\u30ab\u30c7\u30df\u30c3\u30af\u30fb\u30e6\u30fc\u30b6\u30fc
\n\u56f330 2023\u5e74\u306b\u5927\u304d\u306a\u30b7\u30a7\u30a2\u3092\u5360\u3081\u308b\u306e\u306f\u9ad8\u7b49\u6559\u80b2\u306e\u30b5\u30d6\u30bb\u30b0\u30e1\u30f3\u30c8
\n\u886850\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 51\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 52 \u5b66\u8853\u30e6\u30fc\u30b6\u30fc\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012018-2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 53 \u5b66\u8853\u30e6\u30fc\u30b6\u30fc\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n8.2.1 \u9ad8\u7b49\u6559\u80b2
\n8.2.1.1 \u6539\u5584\u304c\u5fc5\u8981\u306a\u5206\u91ce\u3092\u7279\u5b9a\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308bNLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3
\n\u8868 54 \u9ad8\u7b49\u6559\u80b2\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012018-2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 55 \u9ad8\u7b49\u6559\u80b2\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n8.2.2 K12
\n8.2.2.1 K12\u30ec\u30d9\u30eb\u306e\u6559\u80b2\u306e\u8cea\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306bNLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u63a1\u7528\u3092\u5968\u52b1\u3059\u308b\u4e16\u754c\u5404\u56fd\u306e\u653f\u5e9c
\n\u8868 56 K12\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 57 K12\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012023\uff5e2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n8.3 edtech\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc
\n\u8868 58\uff1aEdtech\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 59\uff1aEdtech\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012023\u5e74\uff5e2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n8.3.1 \u5b66\u7fd2\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u30fb\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc
\n8.3.1.1 NLP\u30d9\u30fc\u30b9\u306e\u63d0\u4f9b\u306b\u3088\u308b\u5b66\u7fd2\u30b5\u30fc\u30d3\u30b9\u306e\u5411\u4e0a
\n8.3.2 \u4eee\u60f3\u6559\u5ba4\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc
\n8.3.2.1 NLP\u3092\u4f7f\u3063\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u5b66\u7fd2\u6559\u6750\u3092\u63d0\u4f9b\u3059\u308b
\n8.3.3 e\u30e9\u30fc\u30cb\u30f3\u30b0\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30fb\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc
\n8.3.3.1 NLP\u3092\u4f7f\u3063\u3066\u591a\u8a00\u8a9e\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3057\u3001\u30ad\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3059\u308b
\n8.3.4 \u5b66\u7fd2\u30b3\u30f3\u30c6\u30f3\u30c4\u30fb\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc
\n8.3.4.1 \u30b3\u30f3\u30c6\u30f3\u30c4\u5206\u6790\u3068\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306eNLP\u306e\u5229\u7528
\n8.3.5 \u30e2\u30d0\u30a4\u30eb\u30fb\u30e9\u30fc\u30cb\u30f3\u30b0\u30fb\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc
\n8.3.5.1 NLP \u3092\u4f7f\u7528\u3057\u3066\u3001\u3088\u308a\u9b45\u529b\u7684\u3067\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u3001\u5229\u7528\u3057\u3084\u3059\u3044\u30e2\u30d0\u30a4\u30eb\u5b66\u7fd2\u30d7\u30e9 \u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u958b\u767a\u3059\u308b
\n8.3.6 \u30b9\u30ad\u30eb\u958b\u767a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30fb\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc
\n8.3.6.1 NLP\u306b\u3088\u308b\u5b66\u7fd2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u52b9\u7387\u3068\u52b9\u679c\u306e\u5411\u4e0a<\/p>\n

9 NLP IN EDUCATION \u5e02\u5834\uff1a\u7528\u9014\u5225 (\u30da\u30fc\u30b8 – 113)
\n9.1 \u306f\u3058\u3081\u306b
\n9.1.1 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\uff1a\u5e02\u5834\u4fc3\u9032\u8981\u56e0
\n\u56f331 \u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u5206\u6790\u3068\u30c7\u30fc\u30bf\u62bd\u51fa\u5206\u91ce\u304c2023\u5e74\u306b\u5e02\u5834\u3092\u30ea\u30fc\u30c9\u3059\u308b
\n\u886860 \u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308bNLP\u306e\u5e02\u5834\u898f\u6a21\u3001\u7528\u9014\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 61 \u7528\u9014\u5225\u5e02\u5834\u898f\u6a21\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n9.2 \u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u5206\u6790\u3068\u30c7\u30fc\u30bf\u62bd\u51fa
\n\u8868 62 \u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u5206\u6790\u3068\u30c7\u30fc\u30bf\u62bd\u51fa\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 63 \u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u5206\u6790\u3068\u30c7\u30fc\u30bf\u62bd\u51fa\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n9.2.1 \u5b66\u751f\u306e\u884c\u52d5\u3068\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306e\u5206\u6790
\n9.2.1.1 \u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u5168\u4f53\u7684\u306a\u611f\u60c5\u7684\u30c8\u30fc\u30f3\u3092\u6c7a\u5b9a\u3059\u308b\u5fc5\u8981\u6027
\n9.2.2 \u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u5206\u6790
\n9.2.2.1 \u5b66\u751f\u306e\u6559\u80b2\u7d4c\u9a13\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u5fc5\u8981\u6027
\n9.2.3 \u6559\u6750\u5206\u6790
\n9.2.3.1 \u751f\u5f92\u306e\u6f5c\u5728\u7684\u306a\u6df7\u4e71\u3084\u56f0\u96e3\u3092\u7279\u5b9a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064
\n9.2.4 \u5165\u8a66\u30b5\u30dd\u30fc\u30c8\u3068\u5206\u6790
\n9.2.4.1 \u6709\u671b\u306a\u5019\u88dc\u8005\u306e\u7279\u5b9a\u3092\u652f\u63f4\u3059\u308b
\n9.2.5 \u751f\u5f92\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790
\n9.2.5.1 \u30c7\u30fc\u30bf\u62bd\u51fa\u306f\u751f\u5f92\u306e\u6210\u7e3e\u30c7\u30fc\u30bf\u306e\u5206\u6790\u306b\u5f79\u7acb\u3064
\n9.2.6 \u8abf\u67fb\u5206\u6790
\n9.2.6.1 \u7814\u7a76\u8a18\u4e8b\u3001\u8ad6\u6587\u3001\u51fa\u7248\u7269\u306e\u5206\u6790\u306b\u4f7f\u7528\u3055\u308c\u308b
\n9.3 \u30b3\u30f3\u30c6\u30f3\u30c4\u7ba1\u7406\u3068\u81ea\u52d5\u8981\u7d04
\n\u886864 \u30b3\u30f3\u30c6\u30f3\u30c4\u7ba1\u7406\uff06\u81ea\u52d5\u8981\u7d04\uff1a\u6559\u80b2\u5206\u91ce\u306eNLP\u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012018-2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 65 \u30b3\u30f3\u30c6\u30f3\u30c4\u7ba1\u7406\uff06\u81ea\u52d5\u8981\u7d04\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n9.3.1 \u6559\u79d1\u66f8\u306e\u8981\u7d04
\n9.3.1.1 \u6559\u79d1\u66f8\u3084\u5b66\u7fd2\u6559\u6750\u306e\u91cd\u8981\u306a\u6982\u5ff5\u306e\u78ba\u8a8d\u3084\u5185\u5bb9\u306e\u8981\u7d04\u306b\u5f79\u7acb\u3064
\n9.3.2 \u8b1b\u7fa9\u306e\u8981\u7d04
\n9.3.2.1 \u6559\u80b2\u8005\u304c\u5f31\u70b9\u3092\u7279\u5b9a\u3057\u3001\u6307\u5c0e\u65b9\u6cd5\u3092\u6539\u5584\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064
\n9.3.3 \u7814\u7a76\u8ad6\u6587\u306e\u8981\u7d04
\n9.3.3.1 \u9577\u3044\u7814\u7a76\u8ad6\u6587\u304b\u3089\u95a2\u9023\u60c5\u5831\u3092\u62bd\u51fa\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064
\n9.3.4 \u5185\u5bb9\uff0f\u30a8\u30c3\u30bb\u30a4\u306e\u8981\u7d04
\n9.3.4.1 \u6559\u5e2b\u304c\u8907\u6570\u306e\u5c0f\u8ad6\u6587\u306e\u5185\u5bb9\u3092\u8a55\u4fa1\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064
\n9.3.5 \u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0
\n9.3.5.1 \u81a8\u5927\u306a\u6559\u80b2\u30b3\u30f3\u30c6\u30f3\u30c4\u304b\u3089\u95a2\u9023\u60c5\u5831\u3092\u62bd\u51fa\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064
\n9.3.6 \u8cea\u554f\u306b\u7b54\u3048\u308b
\n9.3.6.1 \u5b66\u751f\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8cea\u554f\u306e\u56de\u7b54\u3092\u5f97\u3089\u308c\u308b\u3088\u3046\u306b\u3059\u308b
\n9.3.7 \u6a5f\u68b0\u7ffb\u8a33
\n9.3.7.1 \u4e16\u754c\u4e2d\u306e\u5b66\u751f\u304c\u6559\u80b2\u30b3\u30f3\u30c6\u30f3\u30c4\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b
\n9.4 \u77e5\u7684\u500b\u4eba\u6307\u5c0e\u3068\u8a00\u8a9e\u5b66\u7fd2
\n\u8868 66 \u77e5\u7684\u500b\u4eba\u6307\u5c0e\u3068\u8a00\u8a9e\u5b66\u7fd2\uff1a\u6559\u80b2\u306b\u304a\u3051\u308bNLP\u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 67 \u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u500b\u4eba\u6307\u5c0e\u3068\u8a00\u8a9e\u5b66\u7fd2\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n9.4.1 \u9069\u5fdc\u5b66\u7fd2
\n9.4.1.1 \u5b66\u7fd2\u8005\u306e\u30bf\u30b9\u30af\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5206\u6790\u306b\u5f79\u7acb\u3064
\n9.4.2 \u5bfe\u8a71\u30d9\u30fc\u30b9\u306e\u500b\u5225\u6307\u5c0e
\n9.4.2.1 \u5b66\u7fd2\u8005\u3068\u30b7\u30b9\u30c6\u30e0\u9593\u306e\u81ea\u7136\u8a00\u8a9e\u306b\u3088\u308b\u3084\u308a\u53d6\u308a\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b
\n9.4.3 \u77e5\u7684\u57f7\u7b46\u652f\u63f4
\n9.4.3.1 \u5b66\u7fd2\u8005\u306e\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u30b9\u30ad\u30eb\u5411\u4e0a\u306b\u5f79\u7acb\u3064
\n9.4.4 \u8a00\u8a9e\u30e2\u30c7\u30ea\u30f3\u30b0
\n9.4.4.1 \u6559\u5e2b\u304c\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u5b66\u7fd2\u6559\u6750\u3092\u4f5c\u6210\u3059\u308b\u969b\u306e\u652f\u63f4
\n9.4.5 \u8a00\u8a9e\u8a55\u4fa1
\n9.4.5.1 \u5b66\u7fd2\u8005\u306e\u8a00\u8a9e\u80fd\u529b\u30ec\u30d9\u30eb\u306e\u8a55\u4fa1\u306b\u4f7f\u7528\u3055\u308c\u308b
\n9.4.6 \u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5b66\u7fd2
\n9.4.6.1 \u751f\u5f92\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u9577\u6240\u3068\u77ed\u6240\u3092\u7279\u5b9a\u3059\u308b\u3002
\n9.5 \u30ea\u30b9\u30af\u3068\u8105\u5a01\u306e\u691c\u51fa
\n\u8868 68 \u30ea\u30b9\u30af\u3068\u8105\u5a01\u306e\u691c\u77e5\uff1a\u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308b NLP \u306e\u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 69 \u30ea\u30b9\u30af\u3068\u8105\u5a01\u306e\u691c\u77e5\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n9.5.1 \u751f\u5f92\u306e\u5b89\u5168
\n9.5.1.1 \u751f\u5f92\u306e\u5b89\u5168\u306b\u5bfe\u3059\u308b\u6f5c\u5728\u7684\u8105\u5a01\u306e\u7279\u5b9a\u3092\u52a9\u3051\u308b
\n9.5.2 \u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3
\n9.5.2.1 \u6559\u80b2\u6a5f\u95a2\u306b\u304a\u3051\u308b\u6f5c\u5728\u7684\u306a\u30b5\u30a4\u30d0\u30fc\u8105\u5a01\u306e\u691c\u51fa\u306b\u4f7f\u7528\u3055\u308c\u308b
\n9.5.3 \u30ad\u30e3\u30f3\u30d1\u30b9\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3
\n9.5.3.1 \u30ad\u30e3\u30f3\u30d1\u30b9\u306b\u304a\u3051\u308b\u7570\u5e38\u884c\u52d5\u3084\u4e0d\u5be9\u306a\u6d3b\u52d5\u306e\u691c\u77e5\u3092\u652f\u63f4\u3059\u308b\u3002
\n9.5.4 \u4e0d\u6b63\u5165\u5834\u691c\u77e5
\n9.5.4.1 \u5165\u4f1a\u624b\u7d9a\u304d\u306b\u304a\u3051\u308b\u4e0d\u6b63\u306e\u767a\u898b\u306b\u5f79\u7acb\u3064
\n9.6 \u4f01\u696d\u7814\u4fee
\n\u886870 \u4f01\u696d\u7814\u4fee\uff1a\u6559\u80b2\u306b\u304a\u3051\u308bNLP\u306e\u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u886871 \u4f01\u696d\u7814\u4fee\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012023\u5e74\uff5e2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n9.6.1 \u56fd\u969b\u30d3\u30b8\u30cd\u30b9\u306e\u305f\u3081\u306e\u8a9e\u5b66\u7814\u4fee
\n9.6.1.1 \u56fd\u969b\u7684\u306a\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u306e\u305f\u3081\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u8a9e\u5b66\u7814\u4fee\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3059\u308b\u3002
\n9.6.2 \u30bd\u30d5\u30c8\u30b9\u30ad\u30eb\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0
\n9.6.2.1 \u751f\u5f92\u304c\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u3001\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u30b9\u30ad\u30eb\u3092\u5411\u4e0a\u3067\u304d\u308b\u3088\u3046\u652f\u63f4\u3059\u308b\u3002
\n9.6.3 \u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30fb\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0
\n9.6.3.1 NLP\u3067\u3088\u308a\u9b45\u529b\u7684\u3067\u52b9\u679c\u7684\u306b\u306a\u3063\u305f\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u7814\u4fee
\n9.6.4 \u9867\u5ba2\u30b5\u30fc\u30d3\u30b9\u7814\u4fee
\n9.6.4.1 NLP\u30d9\u30fc\u30b9\u306e\u7814\u4fee\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u5f93\u696d\u54e1\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30b9\u30ad\u30eb\u5411\u4e0a\u306b\u5f79\u7acb\u3064
\n9.7 \u305d\u306e\u4ed6\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3
\n\u886872 \u305d\u306e\u4ed6\u306e\u7528\u9014\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012018\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u886873 \u305d\u306e\u4ed6\u306e\u7528\u9014\uff1a\u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\u30012023\u5e74\uff5e2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09<\/p>\n

10 \u5730\u57df\u5225\u5e02\u5834 (\u30da\u30fc\u30b8 – 130)
\n10.1 \u5c0e\u5165
\n\u56f332 \u5317\u7c73\u304c2023\u5e74\u306b\u6700\u5927\u306e\u5e02\u5834\u898f\u6a21\u3092\u5360\u3081\u308b\u898b\u8fbc\u307f
\n\u56f3 33 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5e02\u5834\u306f\u4e88\u6e2c\u671f\u9593\u4e2d\u3001\u6700\u3082\u9ad8\u3044\u6210\u9577\u7387\u304c\u898b\u8fbc\u307e\u308c\u308b
\n\u886874 \u5e02\u5834\u898f\u6a21\u3001\u5730\u57df\u5225\u30012018-2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 75 2023-2028 \u5730\u57df\u5225\u5e02\u5834\u898f\u6a21\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n10.2 \u5317\u7c73
\n10.2.1 \u5317\u7c73\u5e02\u5834\u306b\u304a\u3051\u308b\u666f\u6c17\u5f8c\u9000\u306e\u5f71\u97ff
\n10.2.2 \u5317\u7c73\uff1a\u5e02\u5834\u4fc3\u9032\u8981\u56e0
\n\u56f3 34 \u5317\u7c73\uff1a\u5e02\u5834\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8
\n\u8868 76 \u5317\u7c73\uff1a\u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308b NLP \u306e\u5e02\u5834\u898f\u6a21\uff08\u63d0\u4f9b\u30b5\u30fc\u30d3\u30b9\u5225\uff09\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 77 \u5317\u7c73\uff1a\u5e02\u5834\u898f\u6a21\u3001\u30b5\u30fc\u30d3\u30b9\u5225\u30012023\uff5e2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 78 \u5317\u7c73\uff1a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 79 \u5317\u7c73\uff1a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u5225\u5e02\u5834\u898f\u6a21\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 80 \u5317\u7c73\uff1a\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 81 \u5317\u7c73\uff1a\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\uff082023-2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 82 \u5317\u7c73\uff1a\u5c02\u9580\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 83 \u5317\u7c73\uff1a\u5c02\u9580\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\uff082023-2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 84 \u5317\u7c73\uff1a\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 85 \u5317\u7c73\uff1a\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u5e02\u5834\u898f\u6a21\u30012023\uff5e2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 86 \u5317\u7c73\uff1a\u5e02\u5834\u898f\u6a21\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u30012018\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 87 \u5317\u7c73\uff1a\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u5e02\u5834\u898f\u6a21\uff082023\uff5e2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 88 \u5317\u7c73\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 89 \u5317\u7c73\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 90 \u5317\u7c73\uff1a\u5e02\u5834\u898f\u6a21\u3001\u7528\u9014\u5225\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 91 \u5317\u7c73\uff1a\u7528\u9014\u5225\u5e02\u5834\u898f\u6a21\u30012023\uff5e2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 92 \u5317\u7c73\uff1a\u5e02\u5834\u898f\u6a21\u3001\u56fd\u5225\u30012018\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 93 \u5317\u7c73\uff1a\u5e02\u5834\u898f\u6a21\u3001\u56fd\u5225\u30012023\uff5e2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n10.2.3 \u7c73\u56fd
\n10.2.3.1 \u4e3b\u8981NLP\u30d9\u30f3\u30c0\u30fc\u306e\u5b58\u5728\u304c\u5e02\u5834\u3092\u727d\u5f15\u3059\u308b
\n\u886894 \u7c73\u56fd\uff1a\u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308bNLP\u306e\u5e02\u5834\u898f\u6a21\u3001\u63d0\u4f9b\u30b5\u30fc\u30d3\u30b9\u5225\u30012018\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 95 \u7c73\u56fd\uff1a\u5e02\u5834\u898f\u6a21\u3001\u30b5\u30fc\u30d3\u30b9\u5225\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u886896 \u7c73\u56fd\uff1a\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 97 \u7c73\u56fd\uff1a\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 98 \u7c73\u56fd\uff1a\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 99 \u7c73\u56fd\uff1a\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u5e02\u5834\u898f\u6a21\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868100 \u7c73\u56fd\uff1a\u5e02\u5834\u898f\u6a21\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u30012018\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868101 \u7c73\u56fd\uff1a\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u5e02\u5834\u898f\u6a21\u30012023\uff5e2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 102 \u7c73\u56fd\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868103 \u7c73\u56fd\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012023\uff5e2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n10.2.4 \u30ab\u30ca\u30c0
\n10.2.4.1 \u5e02\u5834\u6210\u9577\u3092\u4fc3\u9032\u3059\u308b\u7af6\u4e89\u529b\u306e\u3042\u308bAI\u7814\u7a76\u80fd\u529b
\n\u8868 104 \u30ab\u30ca\u30c0\uff1a\u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308b NLP \u306e\u5e02\u5834\u898f\u6a21\u3001\u63d0\u4f9b\u30b5\u30fc\u30d3\u30b9\u5225\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 105 \u30ab\u30ca\u30c0\uff1a\u5e02\u5834\u898f\u6a21\u3001\u88fd\u54c1\u5225\uff082023-2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868106 \u30ab\u30ca\u30c0\uff1a\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 107 \u30ab\u30ca\u30c0\uff1a\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\uff082023-2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 108 \u30ab\u30ca\u30c0\uff1a\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 109 \u30ab\u30ca\u30c0\uff1a\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u5e02\u5834\u898f\u6a21\u30012023\uff5e2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868110 \u30ab\u30ca\u30c0\uff1a\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868111 \u30ab\u30ca\u30c0\uff1a\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u5e02\u5834\u898f\u6a21\uff082023\uff5e2028\u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868112 \u30ab\u30ca\u30c0\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868113 \u30ab\u30ca\u30c0\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012023\u5e74\uff5e2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n10.3 \u30e8\u30fc\u30ed\u30c3\u30d1
\n10.3.1 \u6b27\u5dde\u5e02\u5834\u306b\u304a\u3051\u308b\u666f\u6c17\u5f8c\u9000\u306e\u5f71\u97ff
\n10.3.2 \u6b27\u5dde\uff1a\u5e02\u5834\u4fc3\u9032\u8981\u56e0
\n\u8868 114 \u6b27\u5dde\uff1a\u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308b NLP \u306e\u5e02\u5834\u898f\u6a21\uff08\u63d0\u4f9b\u30b5\u30fc\u30d3\u30b9\u5225\uff09\uff1a2018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 115 \u6b27\u5dde\uff1a\u5e02\u5834\u898f\u6a21\u3001\u30aa\u30d5\u30a1\u30ea\u30f3\u30b0\u5225\u30012023\uff5e2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 116 \u6b27\u5dde\uff1a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 117 \u6b27\u5dde\uff1a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u5225\u5e02\u5834\u898f\u6a21\uff082023\uff5e2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 118 \u6b27\u5dde\uff1a\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 119 \u6b27\u5dde\uff1a\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\uff082023-2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 120 \u6b27\u5dde\uff1a\u5c02\u9580\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 121 \u6b27\u5dde\uff1a\u5c02\u9580\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\uff082023\uff5e2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 122 \u6b27\u5dde\uff1a\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 123 \u6b27\u5dde\uff1a\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u5e02\u5834\u898f\u6a21\u30012023\uff5e2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 124 \u6b27\u5dde\uff1a\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 125 \u6b27\u5dde\uff1a\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u5e02\u5834\u898f\u6a21\u30012023\uff5e2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 126 \u6b27\u5dde\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 127 \u6b27\u5dde\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012023\uff5e2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 128 \u6b27\u5dde\uff1a\u5e02\u5834\u898f\u6a21\u3001\u7528\u9014\u5225\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 129 \u6b27\u5dde\uff1a\u7528\u9014\u5225\u5e02\u5834\u898f\u6a21\uff082023\uff5e2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868130 \u6b27\u5dde\uff1a\u5e02\u5834\u898f\u6a21\u3001\u56fd\u5225\u30012018\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868131 \u6b27\u5dde\uff1a\u5e02\u5834\u898f\u6a21\u3001\u56fd\u5225\u30012023\uff5e2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n10.3.3 \u82f1\u56fd
\n10.3.3.1 \u5e02\u5834\u6210\u9577\u3092\u52a0\u901f\u3055\u305b\u308bNLP\u5b9f\u88c5\u3078\u306e\u5f37\u3044\u95a2\u5fc3
\n\u8868 132 \u82f1\u56fd\uff1a\u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308b NLP \u306e\u5e02\u5834\u898f\u6a21\uff08\u63d0\u4f9b\u30b5\u30fc\u30d3\u30b9\u5225\uff09\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 133 \u82f1\u56fd\uff1a\u88fd\u54c1\u5225\u5e02\u5834\u898f\u6a21\uff082023\uff5e2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 134 \u82f1\u56fd\uff1a\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 135 \u82f1\u56fd\uff1a\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\u30012023\uff5e2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868136 \u82f1\u56fd\uff1a\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u5e02\u5834\u898f\u6a21\uff082018\uff5e2022\u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 137 \u82f1\u56fd\uff1a\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u5e02\u5834\u898f\u6a21\u30012023\uff5e2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 138 \u82f1\u56fd\uff1a\u5e02\u5834\u898f\u6a21\uff08\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\uff09\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 139 \u82f1\u56fd\uff1a\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u5e02\u5834\u898f\u6a21\uff082023\uff5e2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 140 \u82f1\u56fd\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 141 \u82f1\u56fd\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012023\uff5e2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n10.3.4 \u30c9\u30a4\u30c4
\n10.3.4.1 \u5e02\u5834\u306e\u6210\u9577\u3092\u4fc3\u9032\u3059\u308b\u30c7\u30b8\u30bf\u30eb\u6559\u80b2\u30a4\u30cb\u30b7\u30a2\u30c6\u30a3\u30d6\u3078\u306e\u653f\u5e9c\u6295\u8cc7
\n10.3.5 \u30d5\u30e9\u30f3\u30b9
\n10.3.5.1 \u6f5c\u5728\u529b\u306e\u9ad8\u3044\u9867\u5ba2\u5c64\u304cNLP\u6280\u8853\u63a1\u7528\u3067\u5f37\u529b\u306a\u5f79\u5272\u3092\u679c\u305f\u3059
\n10.3.6 \u30a4\u30bf\u30ea\u30a2
\n10.3.6.1 \u5927\u5b66\u3084\u305d\u306e\u4ed6\u306e\u6559\u80b2\u6a5f\u95a2\u3067\u306eNLP\u63a1\u7528\u304c\u5e02\u5834\u6210\u9577\u3092\u4fc3\u9032\u3059\u308b
\n10.3.7 \u30b9\u30da\u30a4\u30f3
\n10.3.7.1 \u5e02\u5834\u306e\u6210\u9577\u3092\u5f8c\u62bc\u3057\u3059\u308b\u653f\u5e9c\u306eAI\u56fd\u5bb6\u6226\u7565
\n10.3.8 \u305d\u306e\u4ed6\u306e\u30e8\u30fc\u30ed\u30c3\u30d1
\n10.4 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b
\n10.4.1 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\u306b\u304a\u3051\u308b\u666f\u6c17\u5f8c\u9000\u306e\u5f71\u97ff
\n10.4.2 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\uff1a\u5e02\u5834\u30c9\u30e9\u30a4\u30d0\u30fc
\n\u56f3 35 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\uff1a\u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308b NLP \u5e02\u5834\u306e\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8
\n\u8868142 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\uff1a\u5e02\u5834\u898f\u6a21\u3001\u30b5\u30fc\u30d3\u30b9\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868143 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\uff1a\u5e02\u5834\u898f\u6a21\u3001\u88fd\u54c1\u5225\u30012023\u5e74\uff5e2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 144 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\uff1a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 145 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\uff1a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u5225\u5e02\u5834\u898f\u6a21\uff082023-2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868146 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\uff1a\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 147 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\uff1a\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\uff082023-2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868148 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\uff1a\u5c02\u9580\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 149 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\uff1a\u5c02\u9580\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\uff082023-2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868150 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\uff1a\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u5e02\u5834\u898f\u6a21\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 151 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\uff1a\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u5e02\u5834\u898f\u6a21\uff082023\uff5e2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868152 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\uff1a\u5e02\u5834\u898f\u6a21\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868153 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\uff1a\u5e02\u5834\u898f\u6a21\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u30012023\u5e74\uff5e2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868154 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868155 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012023\u5e74\uff5e2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868156 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\uff1a\u5e02\u5834\u898f\u6a21\u3001\u7528\u9014\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868157 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\uff1a\u7528\u9014\u5225\u5e02\u5834\u898f\u6a21\uff082023\uff5e2028\u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868158 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\uff1a\u5e02\u5834\u898f\u6a21\u3001\u56fd\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868159 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\uff1a\u5e02\u5834\u898f\u6a21\u3001\u56fd\u5225\u30012023\uff5e2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n10.4.3 \u4e2d\u56fd
\n10.4.3.1 \u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3001\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3001\u30b9\u30de\u30fc\u30c8\u30c7\u30d0\u30a4\u30b9\u306e\u767a\u9054\u304cNLP\u306e\u666e\u53ca\u3092\u5f8c\u62bc\u3057\u3059\u308b
\n\u8868160 \u4e2d\u56fd\uff1a\u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308bNLP\u306e\u5e02\u5834\u898f\u6a21\u3001\u63d0\u4f9b\u30b5\u30fc\u30d3\u30b9\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868161 \u4e2d\u56fd\uff1a\u5e02\u5834\u898f\u6a21\u3001\u63d0\u4f9b\u88fd\u54c1\u5225\u30012023\u5e74\uff5e2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868162 \u4e2d\u56fd\uff1a\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 163 \u4e2d\u56fd\uff1a\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\uff082023-2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868164 \u4e2d\u56fd\uff1a\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u5e02\u5834\u898f\u6a21\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 165 \u4e2d\u56fd\uff1a\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u5e02\u5834\u898f\u6a21 2023-2028 \uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868166 \u4e2d\u56fd\uff1a\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u5e02\u5834\u898f\u6a21\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868167 \u4e2d\u56fd\uff1a\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u5e02\u5834\u898f\u6a21\uff082023\uff5e2028\u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868168 \u4e2d\u56fd\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868169 \u4e2d\u56fd\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012023-2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n10.4.4 \u30a4\u30f3\u30c9
\n10.4.4.1 \u5e02\u5834\u306e\u6210\u9577\u3092\u4fc3\u9032\u3059\u308b\u56fd\u5bb6\u7ffb\u8a33\u30df\u30c3\u30b7\u30e7\u30f3
\n10.4.5 \u65e5\u672c
\n10.4.5.1 AI\u306e\u6025\u901f\u306a\u767a\u5c55\u304c\u5e02\u5834\u3092\u727d\u5f15\u3059\u308b
\n10.4.6 \u97d3\u56fd
\n10.4.6.1 \u751f\u5f92\u306e\u767a\u97f3\u3084\u6d41\u66a2\u3055\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306eNLP\u3092\u6d3b\u7528\u3057\u305f\u97f3\u58f0\u8a8d\u8b58\u6280\u8853\u306e\u5229\u7528\u304c\u5e02\u5834\u306e\u6210\u9577\u3092\u4fc3\u9032\u3059\u308b
\n10.4.7 \u30b7\u30f3\u30ac\u30dd\u30fc\u30eb
\n10.4.7.1 \u5b66\u7fd2\u4f53\u9a13\u306e\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3092\u76ee\u7684\u3068\u3057\u305fNLP\u306e\u63a1\u7528\u304c\u5e02\u5834\u306e\u6210\u9577\u3092\u4fc3\u9032\u3059\u308b
\n10.4.8 \u30aa\u30fc\u30b9\u30c8\u30e9\u30ea\u30a2\uff06\u30cb\u30e5\u30fc\u30b8\u30fc\u30e9\u30f3\u30c9
\n10.4.8.1 \u6559\u80b2\u5206\u91ce\u3067\u306eNLP\u5c0e\u5165\u3078\u306e\u95a2\u5fc3\u306e\u9ad8\u307e\u308a\u304c\u5e02\u5834\u6210\u9577\u3092\u5f8c\u62bc\u3057\u3059\u308b
\n10.4.9 \u305d\u306e\u4ed6\u306e\u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df
\n10.5 \u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab
\n10.5.1 \u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab\u5e02\u5834\u3078\u306e\u666f\u6c17\u5f8c\u9000\u306e\u5f71\u97ff
\n10.5.2 \u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab\uff1a\u5e02\u5834\u4fc3\u9032\u8981\u56e0
\n\u8868170 \u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab\uff1a\u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308bNLP\u5e02\u5834\u898f\u6a21\uff08\u63d0\u4f9b\u30b5\u30fc\u30d3\u30b9\u5225\uff09\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 171 \u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab\uff1a\u88fd\u54c1\u5225\u5e02\u5834\u898f\u6a21\uff082023\uff5e2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 172 \u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab\uff1a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 173 \u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab\uff1a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u5225\u5e02\u5834\u898f\u6a21\uff082023-2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 174 \u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab\uff1a\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 175 \u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab\uff1a\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\uff082023-2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 176 \u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab\uff1a\u5c02\u9580\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\uff082018\uff5e2022 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 177 \u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab\uff1a\u5c02\u9580\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\uff082023-2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 178 \u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab\uff1a\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u5e02\u5834\u898f\u6a21\uff082018\uff5e2022 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 179 \u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab\uff1a\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u5e02\u5834\u898f\u6a21\uff082023\uff5e2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 180 \u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab\uff1a\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u5e02\u5834\u898f\u6a21\uff082018\uff5e2022 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868181 \u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab\uff1a\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u5e02\u5834\u898f\u6a21\uff082023\uff5e2028\u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868182 \u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012018\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868183 \u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012023\u5e74\uff5e2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 184 \u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab\uff1a\u5e02\u5834\u898f\u6a21\u3001\u7528\u9014\u5225\u30012018\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 185 \u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab\uff1a\u5e02\u5834\u898f\u6a21\u3001\u7528\u9014\u5225\u30012023\uff5e2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868186 \u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab\uff1a\u5e02\u5834\u898f\u6a21\u3001\u56fd\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868187 \u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab\uff1a\u5e02\u5834\u898f\u6a21\u3001\u56fd\u5225\u30012023\uff5e2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n10.5.3 \u30b5\u30a6\u30b8\u30a2\u30e9\u30d3\u30a2
\n10.5.3.1 KSA\u3067\u306eNLP\u5c0e\u5165\u3092\u652f\u63f4\u3059\u308bFekraTech\u30a4\u30cb\u30b7\u30a2\u30c1\u30d6
\n\u8868 188 \u30b5\u30a6\u30b8\u30a2\u30e9\u30d3\u30a2\uff1a\u6559\u80b2\u5206\u91ce\u3067\u306e NLP \u5e02\u5834\u898f\u6a21\uff08\u63d0\u4f9b\u30b5\u30fc\u30d3\u30b9\u5225\uff09\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 189 \u30b5\u30a6\u30b8\u30a2\u30e9\u30d3\u30a2\uff1a\u88fd\u54c1\u5225\u5e02\u5834\u898f\u6a21\uff082023\uff5e2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 190 \u30b5\u30a6\u30b8\u30a2\u30e9\u30d3\u30a2\uff1a\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 191 \u30b5\u30a6\u30b8\u30a2\u30e9\u30d3\u30a2\uff1a\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\uff082023\uff5e2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 192 \u30b5\u30a6\u30b8\u30a2\u30e9\u30d3\u30a2\uff1a\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 193 \u30b5\u30a6\u30b8\u30a2\u30e9\u30d3\u30a2\uff1a\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u5e02\u5834\u898f\u6a21\uff082023\uff5e2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 194 \u30b5\u30a6\u30b8\u30a2\u30e9\u30d3\u30a2\uff1a\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 195 \u30b5\u30a6\u30b8\u30a2\u30e9\u30d3\u30a2\uff1a\u5e02\u5834\u898f\u6a21\uff1a\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225 2023-2028 (\u767e\u4e07\u7c73\u30c9\u30eb)
\n\u8868 196 \u30b5\u30a6\u30b8\u30a2\u30e9\u30d3\u30a2\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012018\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868197 \u30b5\u30a6\u30b8\u30a2\u30e9\u30d3\u30a2\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012023-2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n10.5.4 \u30a2\u30e9\u30d6\u9996\u9577\u56fd\u9023\u90a6
\n10.5.4.1 AI\u5b9f\u9a13\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308bUAE\u306e\u30c7\u30fc\u30bf\u4e3b\u5c0e\u578b\u30a4\u30f3\u30d5\u30e9\u304c\u5e02\u5834\u6210\u9577\u3092\u4fc3\u9032\u3059\u308b
\n10.5.5 \u5357\u30a2\u30d5\u30ea\u30ab
\n10.5.5.1 \u5e02\u5834\u306e\u6210\u9577\u3092\u652f\u3048\u308b\u56fd\u5bb6\u958b\u767a\u8a08\u753b
\n10.5.6 \u30a4\u30b9\u30e9\u30a8\u30eb
\n10.5.6.1 NLP\u30d9\u30fc\u30b9\u306e\u500b\u5225\u6307\u5c0e\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308b\u751f\u5f92\u306e\u5b66\u7fd2\u9032\u6357\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u304c\u5e02\u5834\u6210\u9577\u3092\u4fc3\u9032\u3059\u308b
\n10.5.7 \u305d\u306e\u4ed6\u306e\u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab\u5730\u57df
\n10.6 \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab
\n10.6.1 \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\u5e02\u5834\u3078\u306e\u666f\u6c17\u5f8c\u9000\u306e\u5f71\u97ff
\n10.6.2 \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\uff1a\u5e02\u5834\u4fc3\u9032\u8981\u56e0
\n\u8868 198 \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\uff1a\u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308bNLP\u306e\u5e02\u5834\u898f\u6a21\uff08\u63d0\u4f9b\u30b5\u30fc\u30d3\u30b9\u5225\uff09\uff1a2018\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 199 \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\uff1a\u5e02\u5834\u898f\u6a21\u3001\u30aa\u30d5\u30a1\u30ea\u30f3\u30b0\u5225\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868200 \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\uff1a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u5225\u5e02\u5834\u898f\u6a21\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 201 \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\uff1a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u5225\u5e02\u5834\u898f\u6a21\uff082023-2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868202 \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\uff1a\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 203 \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\uff1a\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\u30012023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 204 \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\uff1a\u5c02\u9580\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 205 \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\uff1a\u5c02\u9580\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\uff082023-2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868206 \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\uff1a\u5e02\u5834\u898f\u6a21\uff08\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\uff09\uff1a2018\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 207 \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\uff1a\u5e02\u5834\u898f\u6a21\uff08\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\uff09\uff1a2023-2028 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 208 \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\uff1a\u5e02\u5834\u898f\u6a21\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 209 \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\uff1a\u5e02\u5834\u898f\u6a21\uff08\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\uff09\uff1a2023\uff5e2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868210 \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 211 \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012023\uff5e2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 212 \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\uff1a\u5e02\u5834\u898f\u6a21\u3001\u7528\u9014\u5225\u30012018\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 213 \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\uff1a\u7528\u9014\u5225\u5e02\u5834\u898f\u6a21\uff082023\uff5e2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 214 \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\uff1a\u56fd\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 215 \u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\uff1a\u5e02\u5834\u898f\u6a21\u3001\u56fd\u5225\u30012023\uff5e2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n10.6.3 \u30d6\u30e9\u30b8\u30eb
\n10.6.3.1 \u6280\u8853\u7cfb\u65b0\u8208\u4f01\u696d\u306e\u5897\u52a0\u304c\u5e02\u5834\u6210\u9577\u3092\u5f8c\u62bc\u3057\u3059\u308b
\n\u8868 216 \u30d6\u30e9\u30b8\u30eb\uff1a\u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308b NLP \u306e\u5e02\u5834\u898f\u6a21\uff08\u63d0\u4f9b\u30b5\u30fc\u30d3\u30b9\u5225\uff09\uff1a2018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 217 \u30d6\u30e9\u30b8\u30eb\uff1a\u88fd\u54c1\u5225\u5e02\u5834\u898f\u6a21\uff082023\uff5e2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 218 \u30d6\u30e9\u30b8\u30eb\uff1a\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 219 \u30d6\u30e9\u30b8\u30eb\uff1a\u30b5\u30fc\u30d3\u30b9\u5225\u5e02\u5834\u898f\u6a21\uff082023-2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 220 \u30d6\u30e9\u30b8\u30eb\uff1a\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u5e02\u5834\u898f\u6a21\uff082018\uff5e2022 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 221 \u30d6\u30e9\u30b8\u30eb\uff1a\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u5e02\u5834\u898f\u6a21\uff082023\uff5e2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 222 \u30d6\u30e9\u30b8\u30eb\uff1a\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u5e02\u5834\u898f\u6a21\u30012018\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 223 \u30d6\u30e9\u30b8\u30eb\uff1a\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u5e02\u5834\u898f\u6a21\uff082023\uff5e2028 \u5e74\uff09\uff08\u767e\u4e07\u7c73\u30c9\u30eb
\n\u8868 224 \u30d6\u30e9\u30b8\u30eb\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868225 \u30d6\u30e9\u30b8\u30eb\uff1a\u5e02\u5834\u898f\u6a21\u3001\u5b66\u8853\u30e6\u30fc\u30b6\u30fc\u5225\u30012023-2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n10.6.4 \u30e1\u30ad\u30b7\u30b3
\n10.6.4.1 AI\u5c0e\u5165\u3092\u5968\u52b1\u3059\u308b\u653f\u5e9c\u306e\u30a4\u30cb\u30b7\u30a2\u30c1\u30d6\u304c\u5e02\u5834\u6210\u9577\u3092\u4fc3\u9032\u3059\u308b
\n10.6.5 \u305d\u306e\u4ed6\u306e\u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\u8af8\u56fd<\/p>\n

11 \u7af6\u4e89\u529b\u306e\u3042\u308b\u666f\u89b3 (\u30da\u30fc\u30b8 – 186)
\n11.1 \u6982\u8981
\n11.2 \u4e3b\u8981\u30d7\u30ec\u30fc\u30e4\u30fc\u304c\u63a1\u7528\u3057\u305f\u6226\u7565
\n\u8868226 \u5e02\u5834\u306b\u304a\u3051\u308b\u4e3b\u8981\u4f01\u696d\u304c\u63a1\u7528\u3057\u305f\u6226\u7565\u306e\u6982\u8981
\n11.3 \u30c8\u30c3\u30d7\u30d9\u30f3\u30c0\u30fc\u306e\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\uff082022\u5e74
\n\u8868 227 \u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308bNLP\u5e02\u5834\uff1a\u7af6\u4e89\u306e\u5ea6\u5408\u3044
\n\u56f336 \u5e02\u5834\uff1a\u53ce\u76ca\u5206\u6790
\n11.4 \u904e\u53bb\u306e\u53ce\u76ca\u5206\u6790
\n11.5 \u4e3b\u8981\u4f01\u696d\u306e\u904e\u53bb\u306e\u53ce\u76ca\u5206\u6790
\n\u56f337 \u4e3b\u8981\u5e02\u5834\u30d7\u30ec\u30a4\u30e4\u30fc\u306e5\u5e74\u9593\u306e\u904e\u53bb\u53ce\u76ca\u5206\u6790
\n11.6 \u4f01\u696d\u8a55\u4fa1\u30af\u30ef\u30c9\u30e9\u30f3\u30c8
\n11.6.1 \u30b9\u30bf\u30fc\u30ba
\n11.6.2 \u65b0\u9032\u30ea\u30fc\u30c0\u30fc
\n11.6.3 \u30d1\u30fc\u30d6\u30b7\u30d6\u30fb\u30d7\u30ec\u30fc\u30e4\u30fc
\n11.6.4 \u53c2\u52a0\u8005
\n\u56f338 \u5e02\u5834\u30d7\u30ec\u30a4\u30e4\u30fc\uff1a\u4f01\u696d\u8a55\u4fa1\u8c61\u9650\uff082022\u5e74
\n11.7 \u7af6\u4e89\u30d9\u30f3\u30c1\u30de\u30fc\u30ad\u30f3\u30b0
\n\u8868 228 \u5e02\u5834\uff1a\u4e3b\u8981\u30d7\u30ec\u30fc\u30e4\u30fc\u4e00\u89a7
\n\u8868 229 \u5e02\u5834\uff1a\u4e3b\u8981\u4f01\u696d\u306e\u7af6\u5408\u30d9\u30f3\u30c1\u30de\u30fc\u30af
\n11.8 \u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\uff0fMES\u8a55\u4fa1\u8c61\u9650
\n11.8.1 \u9032\u6b69\u7684\u4f01\u696d
\n11.8.2 \u5bfe\u5fdc\u3059\u308b\u4f01\u696d
\n11.8.3 \u30c0\u30a4\u30ca\u30df\u30c3\u30af\u30fb\u30ab\u30f3\u30d1\u30cb\u30fc
\n11.8.4 \u30b9\u30bf\u30fc\u30c8\u30d6\u30ed\u30c3\u30af
\n\u56f339 \u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308bNLP\u5e02\u5834\u306e\u65b0\u8208\u4f01\u696d\uff0f\u5e02\u5834\uff1a\u4f01\u696d\u8a55\u4fa1\u8c61\u9650\uff082022\u5e74
\n11.9\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\uff0fMES\u7af6\u5408\u30d9\u30f3\u30c1\u30de\u30fc\u30ad\u30f3\u30b0
\n\u8868230 \u5e02\u5834\uff1a\u4e3b\u8981\u65b0\u8208\u4f01\u696d\/SM\u306e\u30ea\u30b9\u30c8
\n\u8868231 \u5e02\u5834\uff1a\u4e3b\u8981\u65b0\u8208\u4f01\u696d\uff0f\u30e1\u30c3\u30b7\u30e5\u306e\u7af6\u5408\u30d9\u30f3\u30c1\u30de\u30fc\u30ad\u30f3\u30b0
\n11.10 \u7af6\u4e89\u30b7\u30ca\u30ea\u30aa\u3068\u30c8\u30ec\u30f3\u30c9
\n11.10.1 \u88fd\u54c1\u767a\u58f2
\n\u8868232 2020\u5e74\u304b\u30892023\u5e74\u307e\u3067\u306e\u88fd\u54c1\u767a\u58f2\u6570
\n11.10.2 \u30c7\u30a3\u30fc\u30eb\u30b9
\n\u8868 233 \u53d6\u5f15\uff082021-2023\u5e74<\/p>\n

12 \u4f01\u696d\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb (\u30da\u30fc\u30b8 – 198)
\n12.1 \u4e3b\u8981\u30d7\u30ec\u30fc\u30e4\u30fc
\n(\u4e8b\u696d\u6982\u8981\u3001\u63d0\u4f9b\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\/\u30b5\u30fc\u30d3\u30b9\u3001\u6700\u8fd1\u306e\u52d5\u5411\u3001MnM View\uff09*\u3002
\n12.1.1 IBM
\n\u8868 234 IBM\uff1a\u4e8b\u696d\u6982\u8981
\n\u56f340 IBM\uff1a\u4f01\u696d\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8
\n\u8868 235 IBM\uff1a\u63d0\u4f9b\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u30b5\u30fc\u30d3\u30b9
\n\u8868 236 IBM\uff1a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\uff0f\u30b5\u30fc\u30d3\u30b9\u306e\u7acb\u3061\u4e0a\u3052
\n12.1.2 \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8
\n\u8868 237 \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\uff1a\u4e8b\u696d\u6982\u8981
\n\u56f341 \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\uff1a\u4f01\u696d\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8
\n\u8868 238 \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\uff1a\u63d0\u4f9b\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u30b5\u30fc\u30d3\u30b9
\n\u8868 239 \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\uff1a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\uff0f\u30b5\u30fc\u30d3\u30b9\u306e\u7acb\u3061\u4e0a\u3052
\n\u8868 240 \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\uff1a\u53d6\u5f15
\n12.1.3 \u30b0\u30fc\u30b0\u30eb
\n\u8868241 \u30b0\u30fc\u30b0\u30eb\uff1a\u4e8b\u696d\u6982\u8981
\n\u56f342 \u30b0\u30fc\u30b0\u30eb\uff1a\u4f01\u696d\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8
\n\u8868242 \u30b0\u30fc\u30b0\u30eb\uff1a\u63d0\u4f9b\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u30b5\u30fc\u30d3\u30b9
\n\u8868243 \u30b0\u30fc\u30b0\u30eb\uff1a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\uff0f\u30b5\u30fc\u30d3\u30b9\u306e\u7acb\u3061\u4e0a\u3052
\n12.1.4 \u30a2\u30de\u30be\u30f3 \u30a6\u30a7\u30d6 \u30b5\u30fc\u30d3\u30b9\uff08AWS\uff09
\n\u8868244 AWS\uff1a\u4e8b\u696d\u6982\u8981
\n\u56f3 43 AWS\uff1a\u4f01\u696d\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8
\n\u8868 245 AWS\uff1a\u63d0\u4f9b\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u30b5\u30fc\u30d3\u30b9
\n\u8868246 AWS\uff1a\u53d6\u5f15
\n12.1.5 \u30b5\u30b9\u30fb\u30a4\u30f3\u30b9\u30c6\u30a3\u30c6\u30e5\u30fc\u30c8
\n\u8868247 \u30b5\u30b9\u30fb\u30a4\u30f3\u30b9\u30c6\u30a3\u30c6\u30e5\u30fc\u30c8\uff1a\u4e8b\u696d\u6982\u8981
\n\u56f344 \u30b5\u30b9\u30fb\u30a4\u30f3\u30b9\u30c6\u30a3\u30c6\u30e5\u30fc\u30c8\uff1a\u4f01\u696d\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8
\n\u8868248 \u30b5\u30b9\u30fb\u30a4\u30f3\u30b9\u30c6\u30a3\u30c6\u30e5\u30fc\u30c8\uff1a\u63d0\u4f9b\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u30b5\u30fc\u30d3\u30b9
\n\u8868249 \u30b5\u30b9\u30fb\u30a4\u30f3\u30b9\u30c6\u30a3\u30c6\u30e5\u30fc\u30c8\uff1a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\uff0f\u30b5\u30fc\u30d3\u30b9\u306e\u958b\u59cb
\n\u8868250 \u30b5\u30b9\u30fb\u30a4\u30f3\u30b9\u30c6\u30a3\u30c6\u30e5\u30fc\u30c8\uff1a\u53d6\u5f15
\n12.1.6 \u30a4\u30f3\u30d9\u30f3\u30bf
\n\u8868 251 \u30a4\u30f3\u30d9\u30f3\u30bf\uff1a\u4e8b\u696d\u6982\u8981
\n\u8868 252 \u30a4\u30f3\u30d9\u30f3\u30bf\uff1a\u63d0\u4f9b\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u30b5\u30fc\u30d3\u30b9
\n12.1.7 BAIDU
\n\u8868253 \u30d0\u30a4\u30c9\u30a5\uff1a\u4e8b\u696d\u6982\u8981
\n\u56f345 \u30d0\u30a4\u30c9\u30a5\uff1a\u4f01\u696d\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8
\n\u8868 254 \u30d0\u30a4\u30c9\u30a5\uff1a\u63d0\u4f9b\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u30b5\u30fc\u30d3\u30b9
\n\u8868 255 \u30d0\u30a4\u30c9\u30a5\uff1a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\uff0f\u30b5\u30fc\u30d3\u30b9\u306e\u7acb\u3061\u4e0a\u3052
\n12.1.8 welocalize
\n\u8868 256 \u30a6\u30a7\u30eb\u30ab\u30e9\u30a4\u30ba\uff1a\u4e8b\u696d\u6982\u8981
\n\u8868 257 WELOCALIZE\uff1a\u63d0\u4f9b\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u30b5\u30fc\u30d3\u30b9
\n12.1.9 yellow.ai
\n\u8868 258 \u30a4\u30a8\u30ed\u30fc\u30a2\u30a4\uff1a\u4e8b\u696d\u6982\u8981
\n\u8868259 yellow.ai\uff1a\u63d0\u4f9b\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u30b5\u30fc\u30d3\u30b9
\n\u8868260 Yellow.ai\uff1a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\uff0f\u30b5\u30fc\u30d3\u30b9\u306e\u7acb\u3061\u4e0a\u3052
\n12.1.10 NICE
\n\u8868 261 \u30ca\u30a4\u30b9\uff1a\u4e8b\u696d\u6982\u8981
\n\u56f3 46 \u30ca\u30a4\u30b9\uff1a\u4f01\u696d\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8
\n\u8868 262 \u30ca\u30a4\u30b9\uff1a\u63d0\u4f9b\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u30b5\u30fc\u30d3\u30b9
\n\u8868 263 \u3044\u3044\u306d\uff01\uff1a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\uff0f\u30b5\u30fc\u30d3\u30b9\u306e\u767a\u58f2
\n\u8868 264 \u3044\u3044\u306d\uff1a\u53d6\u5f15
\n12.1.11 ABBYY
\n12.1.12 \u81ea\u52d5\u5316\u3055\u308c\u305f\u6d1e\u5bdf
\n12.1.13 \u5e45
\n12.1.14 revolve.ai
\n12.1.15 primer.ai
\n12.1.16 \u30ab\u30fc\u30cd\u30ae\u30fc\u30fb\u30e9\u30fc\u30cb\u30f3\u30b0
\n12.1.17 GECKO
\n12.1.18 IVY.AI
\n12.1.19 \u30a2\u30c1\u30d3\u30aa
\n12.1.20 \u30b3\u30f3\u30d0\u30b7\u30ab
\n12.1.21 AVAAMO
\n12.1.22 \u30a2\u30a4\u30ea\u30fc\u30f3
\n12.1.23 HAPTIK
\n12.1.24 gupshup
\n12.1.25 sensforth.ai
\n12.1.26 \u30c1\u30dc\u30c3\u30af\u30b9
\n12.1.27 COGNII
\n*\u975e\u4e0a\u5834\u4f01\u696d\u306e\u5834\u5408\u3001\u4e8b\u696d\u6982\u8981\u3001\u63d0\u4f9b\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\/\u30b5\u30fc\u30d3\u30b9\u3001\u6700\u8fd1\u306e\u52d5\u5411\u3001MnM View\u306e\u8a73\u7d30\u304c\u628a\u63e1\u3067\u304d\u306a\u3044\u5834\u5408\u304c\u3042\u308b\u3002<\/p>\n

13 \u96a3\u63a5\uff0f\u95a2\u9023\u5e02\u5834\uff08\u30da\u30fc\u30b8\u6570 – 233\uff09
\n13.1 \u306f\u3058\u3081\u306b
\n13.1.1 \u5236\u9650
\n13.2 \u4f1a\u8a71\u578bAI\u5e02\u5834
\n13.2.1 \u5e02\u5834\u306e\u5b9a\u7fa9
\n13.2.2 \u5e02\u5834\u6982\u8981
\n13.2.3 \u4f1a\u8a71\u578bAI\u5e02\u5834\u3001\u63d0\u4f9b\u30b5\u30fc\u30d3\u30b9\u5225
\n\u8868265 \u4f1a\u8a71\u578bAI\u5e02\u5834\u3001\u30aa\u30d5\u30a1\u30ea\u30f3\u30b0\u5225\u30012018-2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868266 \u4f1a\u8a71\u578bAI\u5e02\u5834\u3001\u30aa\u30d5\u30a1\u30ea\u30f3\u30b0\u5225\u30012023-2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n13.2.4 \u4f1a\u8a71\u578bAI\u5e02\u5834\u3001\u30b5\u30fc\u30d3\u30b9\u5225
\n\u8868267 \u4f1a\u8a71\u578bAI\u5e02\u5834\u3001\u30b5\u30fc\u30d3\u30b9\u5225\u30012018-2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868268 \u4f1a\u8a71\u578bAI\u5e02\u5834\u3001\u30b5\u30fc\u30d3\u30b9\u5225\u30012023-2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n13.2.5 \u4f1a\u8a71\u578bAI\u5e02\u5834\u3001\u696d\u52d9\u6a5f\u80fd\u5225
\n\u8868269 \u4f1a\u8a71\u578bAI\u5e02\u5834\u3001\u696d\u52d9\u6a5f\u80fd\u5225\u30012018\u5e74\uff5e2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868270 \u4f1a\u8a71\u578bAI\u5e02\u5834\u3001\u30d3\u30b8\u30cd\u30b9\u6a5f\u80fd\u5225\u30012023-2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n13.2.6 \u4f1a\u8a71\u578bAI\u5e02\u5834\u3001\u30c1\u30e3\u30cd\u30eb\u5225
\n\u8868271 \u4f1a\u8a71\u578bAI\u5e02\u5834\u3001\u30c1\u30e3\u30cd\u30eb\u5225\u30012018-2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868272 \u4f1a\u8a71\u578bAI\u5e02\u5834\u3001\u30c1\u30e3\u30cd\u30eb\u5225\u30012023-2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n13.2.7 \u4f1a\u8a71\u578bAI\u5e02\u5834\u3001\u4f1a\u8a71\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u5225
\n\u8868273 \u4f1a\u8a71\u578bAI\u5e02\u5834\u3001\u4f1a\u8a71\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u5225\u30012018-2022\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868274 \u4f1a\u8a71\u578bAI\u5e02\u5834\u3001\u4f1a\u8a71\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u5225\u30012023-2028\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n13.3 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u5e02\u5834
\n13.3.1 \u5e02\u5834\u306e\u5b9a\u7fa9
\n13.3.2 \u5e02\u5834\u6982\u8981
\n13.3.3 NLP\u5e02\u5834\u3001\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u5225
\n\u8868 275 NLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u5e02\u5834\u3001\u30bf\u30a4\u30d7\u5225\u30012016-2021\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 276 NLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u5e02\u5834\u3001\u30bf\u30a4\u30d7\u5225\u30012022-2027\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n13.3.4 NLP\u5e02\u5834\u3001\u30b5\u30fc\u30d3\u30b9\u5225
\n\u8868277 NLP\u30b5\u30fc\u30d3\u30b9\u5e02\u5834\u3001\u30bf\u30a4\u30d7\u5225\u30012016-2021\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 278 NLP\u30b5\u30fc\u30d3\u30b9\u5e02\u5834\u3001\u30bf\u30a4\u30d7\u5225\u30012022-2027\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n13.3.5 NLP\u5e02\u5834\u3001\u30de\u30cd\u30fc\u30b8\u30c9\u30fb\u30b5\u30fc\u30d3\u30b9\u5225
\n\u8868 279 \u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\uff1aNLP\u5e02\u5834\u3001\u5730\u57df\u5225\u30012016\u5e74\uff5e2021\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 280 \u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\uff1aNLP\u5e02\u5834\u3001\u5730\u57df\u5225\u30012022-2027\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n13.3.6 NLP\u5e02\u5834\uff08\u5c55\u958b\u5f62\u614b\u5225
\n\u8868 281 NLP \u5e02\u5834\u3001\u5c55\u958b\u30e2\u30fc\u30c9\u5225\u30012016-2021 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 282 NLP\u5e02\u5834\u3001\u5c55\u958b\u30e2\u30fc\u30c9\u5225\u30012022-2027\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n13.3.7 NLP\u5e02\u5834\uff08\u7d44\u7e54\u898f\u6a21\u5225
\n\u8868 283 NLP \u5e02\u5834\uff1a\u7d44\u7e54\u898f\u6a21\u5225\u30012016-2021 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09
\n\u8868 284 NLP \u5e02\u5834\uff1a\u7d44\u7e54\u898f\u6a21\u5225\u30012022-2027 \u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09<\/p>\n

14 \u4ed8\u9332\uff08\u30da\u30fc\u30b8\u756a\u53f7 – 243\uff09
\n14.1 \u30c7\u30a3\u30b9\u30ab\u30c3\u30b7\u30e7\u30f3\u30fb\u30ac\u30a4\u30c9
\n14.2 Knowledgestore\uff1aMarketsandmarkets\u306e\u8cfc\u8aad\u30dd\u30fc\u30bf\u30eb
\n14.3 \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u30fb\u30aa\u30d7\u30b7\u30e7\u30f3
\n14.4 \u95a2\u9023\u30ec\u30dd\u30fc\u30c8
\n14.5 \u8457\u8005\u8a73\u7d30<\/p>\n","protected":false},"excerpt":{"rendered":"

\u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308bNLP\u306e\u5e02\u5834\u898f\u6a21\u3068\u4e88\u6e2c\u3001\u3010\u6700\u65b0\u7248
\n2023\u5e74\u306e\u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308bNLP\u5e02\u5834\u898f\u6a21\u306f9,900\u4e07\u30c9\u30eb\u30022023\u5e74\u304b\u30892028\u5e74\u306b\u304b\u3051\u3066\u300118.1%\u306e\u5b9f\u52b9\u5e74\u9593\u5e73\u5747\u6210\u9577\u7387\uff08CAGR\uff09\u3067\u6210\u9577\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u308b\u30022028\u5e74\u306e\u53ce\u76ca\u4e88\u6e2c\u306f2\u51042800\u4e07\u30c9\u30eb\u3002AI\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3001\u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\u3001\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u3001\u4f1a\u8a71\u578bAI\u306e\u9032\u5316\u304c\u5e02\u5834\u3092\u727d\u5f15\u3059\u308b\u3002<\/p>\n

\u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308bNLP\u5e02\u5834\u306e\u6210\u9577\u30c0\u30a4\u30ca\u30df\u30af\u30b9
\n\u30c9\u30e9\u30a4\u30d0\u30fc\u52b9\u7387\u7684\u306a\u8a9e\u5b66\u5b66\u7fd2\u306b\u5bfe\u3059\u308b\u9700\u8981\u306e\u9ad8\u307e\u308a
\nNLP\u306f\u8a00\u8a9e\u5b66\u7fd2\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u4f7f\u7528\u3055\u308c\u3001\u3088\u308a\u826f\u3044\u767a\u97f3\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u63d0\u4f9b\u3057\u305f\u308a\u3001\u7ffb\u8a33\u306e\u8cea\u3092\u9ad8\u3081\u305f\u308a\u3001AI\u3092\u642d\u8f09\u3057\u305f\u4eee\u60f3\u30c1\u30e5\u30fc\u30bf\u30fc\u3068\u751f\u5f92\u304c\u4f1a\u8a71\u7df4\u7fd2\u3092\u3059\u308b\u305f\u3081\u306e\u4f1a\u8a71\u30dc\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u305f\u308a\u3057\u307e\u3059\u3002\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5c65\u6b74\u3001\u5b66\u7fd2\u30b9\u30bf\u30a4\u30eb\u3001\u55dc\u597d\u306a\u3069\u306e\u751f\u5f92\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5b66\u7fd2\u4f53\u9a13\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u5b66\u7fd2\u4f53\u9a13\u3092\u500b\u3005\u306e\u751f\u5f92\u306b\u5408\u308f\u305b\u3066\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3001NLP\u306f\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3068\u5b9a\u7740\u7387\u306e\u5411\u4e0a\u306b\u5f79\u7acb\u3064\u3002NLP\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u8996\u899a\u7684\u3001\u8074\u899a\u7684\u3001\u904b\u52d5\u611f\u899a\u7684\u306a\u3069\u8907\u6570\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u914d\u4fe1\u3059\u308b\u3053\u3068\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u5b66\u7fd2\u30b9\u30bf\u30a4\u30eb\u306b\u5bfe\u5fdc\u3057\u3001\u751f\u5f92\u4e2d\u5fc3\u306e\u67d4\u8edf\u306a\u6559\u80b2\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u307e\u305f\u3001NLP\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u6559\u80b2\u8005\u304c\u6307\u5c0e\u3092\u5f62\u6210\u3057\u3001\u751f\u5f92\u306e\u5b66\u7fd2\u6210\u679c\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u30c7\u30fc\u30bf\u3084\u6d1e\u5bdf\u3092\u53ce\u96c6\u3059\u308b\u306e\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n

\u5236\u7d04\uff1a\u5229\u7528\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u304c\u9650\u3089\u308c\u3066\u3044\u308b
\nNLP\u6280\u8853\u306e\u6709\u52b9\u6027\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u4f9d\u5b58\u3057\u3066\u3044\u308b\u3002\u3057\u304b\u3057\u3001\u6559\u80b2\u696d\u754c\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u306f\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u898f\u5236\u3084\u305d\u306e\u4ed6\u306e\u61f8\u5ff5\u306e\u305f\u3081\u306b\u5236\u9650\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308b\u3002\u9650\u3089\u308c\u305f\u30c7\u30fc\u30bf\u306f\u3001\u6559\u80b2\u5e02\u5834\u306b\u304a\u3051\u308bNLP\u6280\u8853\u306e\u7cbe\u5ea6\u3068\u6709\u7528\u6027\u3092\u5236\u9650\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002NLP\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306f\u3001\u305d\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306b\u7cbe\u901a\u3057\u3066\u3044\u306a\u3044\u500b\u4eba\u306b\u3068\u3063\u3066\u306f\u8907\u96d1\u3067\u4f7f\u3044\u306b\u304f\u3044\u5834\u5408\u304c\u3042\u308b\u3002\u305d\u306e\u305f\u3081\u3001\u6559\u80b2\u5e02\u5834\u3067\u306e\u63a1\u7528\u3068\u6709\u52b9\u6027\u304c\u5236\u9650\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002NLP\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306f\u901a\u5e38\u30011\u3064\u307e\u305f\u306f\u5c11\u6570\u306e\u8a00\u8a9e\u3067\u52d5\u4f5c\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u4ed6\u306e\u8a00\u8a9e\u3084\u65b9\u8a00\u3092\u8a71\u3059\u6559\u80b2\u8005\u3084\u751f\u5f92\u306b\u3068\u3063\u3066\u8ab2\u984c\u3068\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002<\/p>\n

\u6a5f\u4f1a\u30e9\u30fc\u30cb\u30f3\u30b0\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u5c0e\u5165\u62e1\u5927
\nNLP\u306f\u751f\u5f92\u306e\u6210\u7e3e\u8868\u3084\u305d\u306e\u4ed6\u306e\u6559\u80b2\u6587\u66f8\u304b\u3089\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u751f\u5f92\u306e\u6210\u7e3e\u3084\u5b66\u7fd2\u50be\u5411\u306b\u3064\u3044\u3066\u306e\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002NLP\u306f\u6559\u5e2b\u304c\u751f\u5f92\u306e\u82e6\u624b\u306a\u5206\u91ce\u3092\u7279\u5b9a\u3057\u3001\u305d\u308c\u306b\u5fdc\u3058\u3066\u6307\u5c0e\u65b9\u6cd5\u3092\u8abf\u6574\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002NLP\u306f\u3001\u751f\u5f92\u306b\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5b66\u7fd2\u4f53\u9a13\u3092\u63d0\u4f9b\u3059\u308b\u8a00\u8a9e\u5b66\u7fd2\u30c4\u30fc\u30eb\u306e\u958b\u767a\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u751f\u5f92\u306e\u8a9e\u5f59\u3001\u6587\u306e\u69cb\u9020\u3001\u767a\u97f3\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001NLP\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u751f\u5f92\u306e\u4e0a\u9054\u3092\u52a9\u3051\u308b\u305f\u3081\u306b\u3001\u305d\u306e\u751f\u5f92\u306b\u5408\u308f\u305b\u305f\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3084\u63a8\u5968\u4e8b\u9805\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002NLP\u306f\u751f\u5f92\u306e\u4f5c\u6587\u3084\u305d\u306e\u4ed6\u306e\u8ab2\u984c\u3092\u5206\u6790\u3057\u3001\u81ea\u52d5\u63a1\u70b9\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u8ab2\u984c\uff1a\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3078\u306e\u8981\u6c42\u306e\u9ad8\u307e\u308a
\n\u6559\u80b2\u5e02\u5834\u306b\u304a\u3051\u308bNLP\u306f\u3001\u6559\u5e2b\u3001\u751f\u5f92\u3001\u6559\u80b2\u6a5f\u95a2\u306e\u7279\u5b9a\u306e\u8981\u4ef6\u3092\u6e80\u305f\u3059\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305fNLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3002\u3057\u304b\u3057\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u3068\u5c0e\u5165\u306f\u3001\u7279\u306b\u30ea\u30bd\u30fc\u30b9\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u5c0f\u898f\u6a21\u306a\u7d44\u7e54\u306b\u3068\u3063\u3066\u3001\u56f0\u96e3\u3067\u6642\u9593\u304c\u304b\u304b\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u6559\u80b2\u5e02\u5834\u306b\u304a\u3051\u308bNLP\u306f\u3001\u6559\u5e2b\u3084\u751f\u5f92\u306e\u3088\u3046\u306a\u975e\u6280\u8853\u7cfb\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u6b63\u78ba\u3067\u7c21\u5358\u306aNLP\u30e2\u30c7\u30eb\u3092\u5fc5\u8981\u3068\u3057\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30d3\u30ea\u30c6\u30a3\u3068\u7cbe\u5ea6\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u3068\u308b\u306e\u306f\u96e3\u3057\u3044\u3053\u3068\u3067\u3001\u8907\u96d1\u306a\u30e2\u30c7\u30eb\u306f\u7cbe\u5ea6\u304c\u9ad8\u304f\u3066\u3082\u30e6\u30fc\u30b6\u30d3\u30ea\u30c6\u30a3\u304c\u4f4e\u304f\u3001\u307e\u305f\u305d\u306e\u9006\u3082\u3057\u304b\u308a\u3067\u3059\u3002\u8a00\u8a9e\u306f\u3001\u5b66\u6821\u3001\u5b66\u5e74\u3001\u6559\u79d1\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u6559\u80b2\u73fe\u5834\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u7570\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u3070\u3089\u3064\u304d\u304c\u3042\u308b\u305f\u3081\u3001\u7570\u306a\u308b\u6559\u80b2\u9818\u57df\u306b\u308f\u305f\u3063\u3066\u60c5\u5831\u3092\u6b63\u78ba\u306b\u8b58\u5225\u30fb\u62bd\u51fa\u3067\u304d\u308bNLP\u30e2\u30c7\u30eb\u306e\u958b\u767a\u306f\u56f0\u96e3\u3067\u3059\u3002<\/p>\n

\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u3067\u306f\u3001\u5b66\u8853\u5206\u91ce\u304c\u4e88\u6e2c\u671f\u9593\u4e2d\u306b\u6700\u3082\u9ad8\u3044\u30b7\u30a7\u30a2\u3092\u5360\u3081\u308b\u3002
\nNLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u5b66\u751f\u306e\u5b66\u7fd2\u4f53\u9a13\u3092\u5411\u4e0a\u3055\u305b\u3001\u6559\u80b2\u3084\u7ba1\u7406\u30d7\u30ed\u30bb\u30b9\u306e\u52b9\u7387\u3092\u6539\u5584\u3057\u3001\u610f\u601d\u6c7a\u5b9a\u306b\u5f79\u7acb\u3064\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306b\u3001\u30a2\u30ab\u30c7\u30df\u30c3\u30af\u30fb\u30e6\u30fc\u30b6\u30fc\u3092\u652f\u63f4\u3057\u307e\u3059\u3002NLP\u306f\u3001\u767a\u8a71\u30d1\u30bf\u30fc\u30f3\u3092\u5206\u6790\u3057\u3001\u767a\u97f3\u306e\u8aa4\u308a\u3092\u7279\u5b9a\u3057\u3001\u5b66\u751f\u306b\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u8a00\u8a9e\u5b66\u7fd2\u3092\u5f37\u5316\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002NLP\u306f\u3001\u6559\u79d1\u66f8\u3084\u30aa\u30f3\u30e9\u30a4\u30f3\u30b3\u30fc\u30b9\u306a\u3069\u3001\u6559\u80b2\u76ee\u7684\u306e\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30fb\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u4f5c\u6210\u306b\u3082\u5229\u7528\u3067\u304d\u308b\u3002\u3053\u308c\u306f\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u3088\u308a\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u9b45\u529b\u7684\u306a\u3082\u306e\u306b\u3057\u3001\u751f\u5f92\u306e\u30cb\u30fc\u30ba\u306b\u5408\u3063\u305f\u3082\u306e\u306b\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n

\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u3067\u306f\u3001\u7d71\u8a08\u7684NLP\u30e2\u30c7\u30eb\u304c\u4e88\u6e2c\u671f\u9593\u4e2d\u306b\u6700\u3082\u9ad8\u3044\u5e02\u5834\u30b7\u30a7\u30a2\u3092\u5360\u3081\u308b
\n\u7d71\u8a08\u7684NLP\u306f\u3001\u8a00\u8a9e\u7ffb\u8a33\u3001\u611f\u60c5\u5206\u6790\u3001\u540d\u524d\u4ed8\u304d\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u8a8d\u8b58\u306a\u3069\u306e\u81ea\u7136\u8a00\u8a9e\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u3001\u3088\u308a\u9ad8\u3044\u7cbe\u5ea6\u3092\u9054\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u3053\u308c\u306f\u3001\u7d71\u8a08\u30e2\u30c7\u30eb\u304c\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u304b\u3089\u5b66\u7fd2\u3067\u304d\u3001\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u30b7\u30b9\u30c6\u30e0\u3088\u308a\u3082\u512a\u308c\u305f\u6c4e\u5316\u304c\u53ef\u80fd\u306a\u305f\u3081\u3067\u3059\u3002\u7d71\u8a08\u7684NLP\u306f\u3001\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u6271\u3046\u305f\u3081\u306b\u5bb9\u6613\u306b\u62e1\u5f35\u3067\u304d\u308b\u306e\u306b\u5bfe\u3057\u3001\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u30eb\u30fc\u30eb\u306e\u6570\u304c\u5897\u3048\u308b\u3068\u6271\u3044\u306b\u304f\u304f\u306a\u308b\u3002\u7d71\u8a08\u7684NLP\u306f\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u30fb\u30b7\u30b9\u30c6\u30e0\u3088\u308a\u3082\u65b0\u3057\u3044\u30c9\u30e1\u30a4\u30f3\u3084\u8a00\u8a9e\u306b\u5bb9\u6613\u306b\u9069\u5fdc\u3067\u304d\u308b\u3002\u30eb\u30fc\u30eb\u306e\u624b\u52d5\u66f4\u65b0\u3092\u5fc5\u8981\u3068\u305b\u305a\u3001\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u5b66\u7fd2\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u8907\u96d1\u3067\u52d5\u7684\u306a\u8a00\u8a9e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u306e\u306b\u52b9\u679c\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u306a\u308b\u3002<\/p>\n

\u7528\u9014\u5225\u3067\u306f\u3001\u4f01\u696d\u7814\u4fee\u5206\u91ce\u304c\u4e88\u6e2c\u671f\u9593\u4e2d\u306b\u6700\u3082\u9ad8\u3044\u6210\u9577\u7387\u3092\u793a\u3059\u3002
\nNLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u4f01\u696d\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u52b9\u679c\u3001\u52b9\u7387\u3001\u62e1\u5f35\u6027\u3092\u5411\u4e0a\u3055\u305b\u3001\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3057\u3001\u5b66\u7fd2\u8005\u306e\u4f53\u9a13\u3092\u6539\u5584\u3057\u307e\u3059\u3002NLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u53d7\u8b1b\u8005\u306e\u8a00\u8a9e\u3001\u767a\u8a71\u30d1\u30bf\u30fc\u30f3\u3001\u884c\u52d5\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4f53\u9a13\u3092\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u60c5\u5831\u306b\u3088\u308a\u3001\u5404\u53d7\u8b1b\u8005\u306e\u5177\u4f53\u7684\u306a\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002NLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u63a1\u70b9\u3084\u8a55\u4fa1\u306a\u3069\u306e\u53cd\u5fa9\u4f5c\u696d\u3092\u81ea\u52d5\u5316\u3057\u3001\u7269\u7406\u7684\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6559\u6750\u3084\u30a4\u30f3\u30b9\u30c8\u30e9\u30af\u30bf\u30fc\u306e\u5fc5\u8981\u6027\u3092\u6e1b\u3089\u3059\u3053\u3068\u3067\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u4e88\u6e2c\u671f\u9593\u4e2d\u3001\u5317\u7c73\u304c\u6700\u3082\u9ad8\u3044\u5e02\u5834\u30b7\u30a7\u30a2\u3092\u5360\u3081\u308b\u3002<\/p>\n

\u4e3b\u306a\u9078\u624b
\n\u3053\u306e\u8abf\u67fb\u30ec\u30dd\u30fc\u30c8\u306f\u3001\u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308bNLP\u5e02\u5834\u306e\u53ef\u80fd\u6027\u3001\u30c0\u30a4\u30ca\u30df\u30af\u30b9\u3001\u4e3b\u8981\u30d9\u30f3\u30c0\u30fc\u306e\u6982\u8981\u3092\u63b2\u8f09\u3057\u3066\u3044\u307e\u3059\u3002\u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308bNLP\u5e02\u5834\u306e\u4e3b\u8981\u304b\u3064\u9769\u65b0\u7684\u306a\u30d9\u30f3\u30c0\u30fc\u306b\u306f\u3001IBM\uff08\u7c73\u56fd\uff09\u3001Microsoft\uff08\u7c73\u56fd\uff09\u3001Google\uff08\u7c73\u56fd\uff09\u3001AWS\uff08\u7c73\u56fd\uff09\u3001SAS Institute\uff08\u7c73\u56fd\uff09\u3001Inbenta\uff08\u7c73\u56fd\uff09\u3001Baidu\uff08\u4e2d\u56fd\uff09\u3001Welocalize\uff08\u7c73\u56fd\uff09\u3001Yellow.ai\uff08\u7c73\u56fd\uff09\u3001NICE\uff08\u7c73\u56fd\uff09\u3001ABBYY\uff08\u7c73\u56fd\uff09\u3001Automated Insights\uff08\u7c73\u56fd\uff09\u3001Width.ai\uff08\u7c73\u56fd\uff09\u3001Revolve.ai\uff08\u30a4\u30b9\u30e9\u30de\u30d0\u30fc\u30c9\uff09\u3001Primer.ai\uff08\u7c73\u56fd\uff09\u3001Carnegie Learning\uff08\u7c73\u56fd\uff09\u3001Gecko\uff08\u7c73\u56fd\uff09\u3001Ivy.ai\uff08\u7c73\u56fd\uff09\u3001Attivio\uff08\u7c73\u56fd\uff09\u3001Conversica\uff08\u7c73\u56fd\uff09\u3001Avaamo\uff08\u7c73\u56fd\uff09\u3001Aylien\uff08\u30a2\u30a4\u30eb\u30e9\u30f3\u30c9\uff09\u3001Haptik\uff08\u30a4\u30f3\u30c9\uff09\u3001Gupshup\uff08\u7c73\u56fd\uff09\u3001Sensforth.ai\uff08\u7c73\u56fd\uff09\u3001Chivox\uff08\u4e2d\u56fd\uff09\u3001Cognii\uff08\u7c73\u56fd\uff09\u3002\u3053\u306e\u8abf\u67fb\u306b\u306f\u3001\u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308bNLP\u5e02\u5834\u306b\u304a\u3051\u308b\u3053\u308c\u3089\u306e\u4e3b\u8981\u4f01\u696d\u306e\u4f1a\u793e\u6982\u8981\u3001\u6700\u8fd1\u306e\u52d5\u5411\u3001\u4e3b\u8981\u5e02\u5834\u6226\u7565\u306b\u95a2\u3059\u308b\u8a73\u7d30\u306a\u7af6\u5408\u5206\u6790\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u3053\u306e\u8abf\u67fb\u30ec\u30dd\u30fc\u30c8\u306f\u3001\u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308bNLP\u5e02\u5834\u3092\u5206\u985e\u3057\u3001\u4ee5\u4e0b\u306e\u5404\u30b5\u30d6\u30de\u30fc\u30b1\u30c3\u30c8\u306e\u53ce\u76ca\u4e88\u6e2c\u3084\u52d5\u5411\u5206\u6790\u3092\u884c\u3063\u3066\u3044\u307e\u3059\uff1a<\/p>\n

\u30d9\u30fc\u30b9\u30fb\u30aa\u30d5\u30a1\u30ea\u30f3\u30b0
\n\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3
\n\u30c6\u30ad\u30b9\u30c8\u30d9\u30fc\u30b9\u306eNLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3
\n\u8a00\u8a9e\u7ffb\u8a33\u30c4\u30fc\u30eb
\n\u30c6\u30ad\u30b9\u30c8\u97f3\u58f0\u5909\u63db\u30c4\u30fc\u30eb
\n\u611f\u60c5\u5206\u6790\u30c4\u30fc\u30eb
\n\u527d\u7a83\u30c1\u30a7\u30c3\u30af\u30c4\u30fc\u30eb
\n\u30d3\u30c7\u30aa\u30d9\u30fc\u30b9\u306eNLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3
\n\u30d3\u30c7\u30aa\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb
\n\u52d5\u753b\u66f8\u304d\u8d77\u3053\u3057\u30c4\u30fc\u30eb
\n\u52d5\u753b\u8981\u7d04\u30c4\u30fc\u30eb
\n\u753b\u50cf\u30d9\u30fc\u30b9\u306eNLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3
\n\u5149\u5b66\u5f0f\u6587\u5b57\u8a8d\u8b58\uff08OCR\uff09\u30c4\u30fc\u30eb
\n\u753b\u50cf\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb
\n\u753b\u50cf\u8a8d\u8b58\u30c4\u30fc\u30eb
\n\u97f3\u58f0\u30d9\u30fc\u30b9\u306eNLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3
\n\u97f3\u58f0\u8a8d\u8b58\u30c4\u30fc\u30eb
\n\u97f3\u58f0\u30c6\u30ad\u30b9\u30c8\u5909\u63db\u30c4\u30fc\u30eb
\n\u97f3\u58f0\u8ee2\u5199\u30c4\u30fc\u30eb
\n\u30b5\u30fc\u30d3\u30b9
\n\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u30b5\u30fc\u30d3\u30b9
\n\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0
\n\u30b7\u30b9\u30c6\u30e0\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u30a4\u30f3\u30d7\u30ea\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3
\n\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30b5\u30dd\u30fc\u30c8\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9
\n\u30de\u30cd\u30fc\u30b8\u30c9\u30fb\u30b5\u30fc\u30d3\u30b9
\n\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u306b\u57fa\u3065\u304f\uff1a
\n\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u81ea\u7136\u8a00\u8a9e\u51e6\u7406
\n\u7d71\u8a08\u7684\u81ea\u7136\u8a00\u8a9e\u51e6\u7406
\n\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9NLP
\n\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u57fa\u3065\u304f\uff1a
\n\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u5206\u6790\u3068\u30c7\u30fc\u30bf\u62bd\u51fa
\n\u751f\u5f92\u306e\u884c\u52d5\u3068\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u5206\u6790
\n\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u5206\u6790
\n\u6559\u6750\u5206\u6790
\n\u5165\u5b66\u30b5\u30dd\u30fc\u30c8\u3068\u5206\u6790
\n\u5b66\u751f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790
\n\u7814\u7a76\u5206\u6790
\n\u30ea\u30b9\u30af\u3068\u8105\u5a01\u306e\u691c\u51fa
\n\u5b66\u751f\u306e\u5b89\u5168
\n\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3
\n\u30ad\u30e3\u30f3\u30d1\u30b9\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3
\n\u5165\u8a66\u4e0d\u6b63\u691c\u77e5
\n\u30b3\u30f3\u30c6\u30f3\u30c4\u7ba1\u7406\u3068\u81ea\u52d5\u8981\u7d04
\n\u6559\u79d1\u66f8\u8981\u7d04
\n\u8b1b\u7fa9\u8981\u7d04
\n\u7814\u7a76\u8ad6\u6587\u306e\u8981\u7d04
\n\u30b3\u30f3\u30c6\u30f3\u30c4\/\u30a8\u30c3\u30bb\u30a4\u306e\u8981\u7d04
\n\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0
\n\u8cea\u554f\u5fdc\u7b54
\n\u6a5f\u68b0\u7ffb\u8a33
\n\u77e5\u80fd\u30c1\u30e5\u30fc\u30bf\u30ea\u30f3\u30b0\u3068\u8a00\u8a9e\u5b66\u7fd2
\n\u9069\u5fdc\u5b66\u7fd2
\n\u5bfe\u8a71\u578b\u30c1\u30e5\u30fc\u30bf\u30ea\u30f3\u30b0
\n\u77e5\u7684\u4f5c\u6587\u652f\u63f4
\n\u8a00\u8a9e\u30e2\u30c7\u30ea\u30f3\u30b0
\n\u8a00\u8a9e\u8a55\u4fa1
\n\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5b66\u7fd2
\n\u4f01\u696d\u7814\u4fee
\n\u56fd\u969b\u30d3\u30b8\u30cd\u30b9\u8a9e\u5b66\u7814\u4fee
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\ne\u30e9\u30fc\u30cb\u30f3\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc
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\n\u65e5\u672c
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\n\u30b7\u30f3\u30ac\u30dd\u30fc\u30eb
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- 2028\u5e74\u307e\u3067\u306e\u4e16\u754c\u4e88\u6e2c<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.marketreport.jp\/insight\/nlp-in-education-market-mam\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308bNLP\u5e02\u5834\uff1a\u63d0\u4f9b\u30b5\u30fc\u30d3\u30b9\u5225\uff08\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u30b5\u30fc\u30d3\u30b9\uff09\u3001\u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\uff08\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u3001\u7d71\u8a08\u7684\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\uff09\u3001\u7528\u9014\u5225\uff08\u611f\u60c5\u5206\u6790\u3068\u30c7\u30fc\u30bf\u62bd\u51fa\u3001\u77e5\u7684\u500b\u4eba\u6307\u5c0e\u3068\u8a00\u8a9e\u5b66\u7fd2\uff09\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u3001\u5730\u57df\u5225 - 2028\u5e74\u307e\u3067\u306e\u4e16\u754c\u4e88\u6e2c\" \/>\n<meta property=\"og:description\" content=\"\u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308bNLP\u306e\u5e02\u5834\u898f\u6a21\u3068\u4e88\u6e2c\u3001\u3010\u6700\u65b0\u7248 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NLP\u306f\u8a00\u8a9e\u5b66\u7fd2\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u4f7f\u7528\u3055\u308c\u3001\u3088\u308a\u826f\u3044\u767a\u97f3\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u63d0\u4f9b\u3057\u305f\u308a\u3001\u7ffb\u8a33\u306e\u8cea\u3092\u9ad8\u3081\u305f\u308a\u3001AI\u3092\u642d\u8f09\u3057\u305f\u4eee\u60f3\u30c1\u30e5\u30fc\u30bf\u30fc\u3068\u751f\u5f92\u304c\u4f1a\u8a71\u7df4\u7fd2\u3092\u3059\u308b\u305f\u3081\u306e\u4f1a\u8a71\u30dc\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u305f\u308a\u3057\u307e\u3059\u3002\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5c65\u6b74\u3001\u5b66\u7fd2\u30b9\u30bf\u30a4\u30eb\u3001\u55dc\u597d\u306a\u3069\u306e\u751f\u5f92\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5b66\u7fd2\u4f53\u9a13\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u5b66\u7fd2\u4f53\u9a13\u3092\u500b\u3005\u306e\u751f\u5f92\u306b\u5408\u308f\u305b\u3066\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3001NLP\u306f\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3068\u5b9a\u7740\u7387\u306e\u5411\u4e0a\u306b\u5f79\u7acb\u3064\u3002NLP\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u8996\u899a\u7684\u3001\u8074\u899a\u7684\u3001\u904b\u52d5\u611f\u899a\u7684\u306a\u3069\u8907\u6570\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u914d\u4fe1\u3059\u308b\u3053\u3068\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u5b66\u7fd2\u30b9\u30bf\u30a4\u30eb\u306b\u5bfe\u5fdc\u3057\u3001\u751f\u5f92\u4e2d\u5fc3\u306e\u67d4\u8edf\u306a\u6559\u80b2\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u307e\u305f\u3001NLP\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u6559\u80b2\u8005\u304c\u6307\u5c0e\u3092\u5f62\u6210\u3057\u3001\u751f\u5f92\u306e\u5b66\u7fd2\u6210\u679c\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u30c7\u30fc\u30bf\u3084\u6d1e\u5bdf\u3092\u53ce\u96c6\u3059\u308b\u306e\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002 \u5236\u7d04\uff1a\u5229\u7528\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u304c\u9650\u3089\u308c\u3066\u3044\u308b NLP\u6280\u8853\u306e\u6709\u52b9\u6027\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u4f9d\u5b58\u3057\u3066\u3044\u308b\u3002\u3057\u304b\u3057\u3001\u6559\u80b2\u696d\u754c\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u306f\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u898f\u5236\u3084\u305d\u306e\u4ed6\u306e\u61f8\u5ff5\u306e\u305f\u3081\u306b\u5236\u9650\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308b\u3002\u9650\u3089\u308c\u305f\u30c7\u30fc\u30bf\u306f\u3001\u6559\u80b2\u5e02\u5834\u306b\u304a\u3051\u308bNLP\u6280\u8853\u306e\u7cbe\u5ea6\u3068\u6709\u7528\u6027\u3092\u5236\u9650\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002NLP\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306f\u3001\u305d\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306b\u7cbe\u901a\u3057\u3066\u3044\u306a\u3044\u500b\u4eba\u306b\u3068\u3063\u3066\u306f\u8907\u96d1\u3067\u4f7f\u3044\u306b\u304f\u3044\u5834\u5408\u304c\u3042\u308b\u3002\u305d\u306e\u305f\u3081\u3001\u6559\u80b2\u5e02\u5834\u3067\u306e\u63a1\u7528\u3068\u6709\u52b9\u6027\u304c\u5236\u9650\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002NLP\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306f\u901a\u5e38\u30011\u3064\u307e\u305f\u306f\u5c11\u6570\u306e\u8a00\u8a9e\u3067\u52d5\u4f5c\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u4ed6\u306e\u8a00\u8a9e\u3084\u65b9\u8a00\u3092\u8a71\u3059\u6559\u80b2\u8005\u3084\u751f\u5f92\u306b\u3068\u3063\u3066\u8ab2\u984c\u3068\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002 \u6a5f\u4f1a\u30e9\u30fc\u30cb\u30f3\u30b0\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u5c0e\u5165\u62e1\u5927 NLP\u306f\u751f\u5f92\u306e\u6210\u7e3e\u8868\u3084\u305d\u306e\u4ed6\u306e\u6559\u80b2\u6587\u66f8\u304b\u3089\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u751f\u5f92\u306e\u6210\u7e3e\u3084\u5b66\u7fd2\u50be\u5411\u306b\u3064\u3044\u3066\u306e\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002NLP\u306f\u6559\u5e2b\u304c\u751f\u5f92\u306e\u82e6\u624b\u306a\u5206\u91ce\u3092\u7279\u5b9a\u3057\u3001\u305d\u308c\u306b\u5fdc\u3058\u3066\u6307\u5c0e\u65b9\u6cd5\u3092\u8abf\u6574\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002NLP\u306f\u3001\u751f\u5f92\u306b\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5b66\u7fd2\u4f53\u9a13\u3092\u63d0\u4f9b\u3059\u308b\u8a00\u8a9e\u5b66\u7fd2\u30c4\u30fc\u30eb\u306e\u958b\u767a\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u751f\u5f92\u306e\u8a9e\u5f59\u3001\u6587\u306e\u69cb\u9020\u3001\u767a\u97f3\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001NLP\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u751f\u5f92\u306e\u4e0a\u9054\u3092\u52a9\u3051\u308b\u305f\u3081\u306b\u3001\u305d\u306e\u751f\u5f92\u306b\u5408\u308f\u305b\u305f\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3084\u63a8\u5968\u4e8b\u9805\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002NLP\u306f\u751f\u5f92\u306e\u4f5c\u6587\u3084\u305d\u306e\u4ed6\u306e\u8ab2\u984c\u3092\u5206\u6790\u3057\u3001\u81ea\u52d5\u63a1\u70b9\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u8ab2\u984c\uff1a\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3078\u306e\u8981\u6c42\u306e\u9ad8\u307e\u308a \u6559\u80b2\u5e02\u5834\u306b\u304a\u3051\u308bNLP\u306f\u3001\u6559\u5e2b\u3001\u751f\u5f92\u3001\u6559\u80b2\u6a5f\u95a2\u306e\u7279\u5b9a\u306e\u8981\u4ef6\u3092\u6e80\u305f\u3059\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305fNLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3002\u3057\u304b\u3057\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u3068\u5c0e\u5165\u306f\u3001\u7279\u306b\u30ea\u30bd\u30fc\u30b9\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u5c0f\u898f\u6a21\u306a\u7d44\u7e54\u306b\u3068\u3063\u3066\u3001\u56f0\u96e3\u3067\u6642\u9593\u304c\u304b\u304b\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u6559\u80b2\u5e02\u5834\u306b\u304a\u3051\u308bNLP\u306f\u3001\u6559\u5e2b\u3084\u751f\u5f92\u306e\u3088\u3046\u306a\u975e\u6280\u8853\u7cfb\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u6b63\u78ba\u3067\u7c21\u5358\u306aNLP\u30e2\u30c7\u30eb\u3092\u5fc5\u8981\u3068\u3057\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30d3\u30ea\u30c6\u30a3\u3068\u7cbe\u5ea6\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u3068\u308b\u306e\u306f\u96e3\u3057\u3044\u3053\u3068\u3067\u3001\u8907\u96d1\u306a\u30e2\u30c7\u30eb\u306f\u7cbe\u5ea6\u304c\u9ad8\u304f\u3066\u3082\u30e6\u30fc\u30b6\u30d3\u30ea\u30c6\u30a3\u304c\u4f4e\u304f\u3001\u307e\u305f\u305d\u306e\u9006\u3082\u3057\u304b\u308a\u3067\u3059\u3002\u8a00\u8a9e\u306f\u3001\u5b66\u6821\u3001\u5b66\u5e74\u3001\u6559\u79d1\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u6559\u80b2\u73fe\u5834\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u7570\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u3070\u3089\u3064\u304d\u304c\u3042\u308b\u305f\u3081\u3001\u7570\u306a\u308b\u6559\u80b2\u9818\u57df\u306b\u308f\u305f\u3063\u3066\u60c5\u5831\u3092\u6b63\u78ba\u306b\u8b58\u5225\u30fb\u62bd\u51fa\u3067\u304d\u308bNLP\u30e2\u30c7\u30eb\u306e\u958b\u767a\u306f\u56f0\u96e3\u3067\u3059\u3002 \u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u3067\u306f\u3001\u5b66\u8853\u5206\u91ce\u304c\u4e88\u6e2c\u671f\u9593\u4e2d\u306b\u6700\u3082\u9ad8\u3044\u30b7\u30a7\u30a2\u3092\u5360\u3081\u308b\u3002 NLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u5b66\u751f\u306e\u5b66\u7fd2\u4f53\u9a13\u3092\u5411\u4e0a\u3055\u305b\u3001\u6559\u80b2\u3084\u7ba1\u7406\u30d7\u30ed\u30bb\u30b9\u306e\u52b9\u7387\u3092\u6539\u5584\u3057\u3001\u610f\u601d\u6c7a\u5b9a\u306b\u5f79\u7acb\u3064\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306b\u3001\u30a2\u30ab\u30c7\u30df\u30c3\u30af\u30fb\u30e6\u30fc\u30b6\u30fc\u3092\u652f\u63f4\u3057\u307e\u3059\u3002NLP\u306f\u3001\u767a\u8a71\u30d1\u30bf\u30fc\u30f3\u3092\u5206\u6790\u3057\u3001\u767a\u97f3\u306e\u8aa4\u308a\u3092\u7279\u5b9a\u3057\u3001\u5b66\u751f\u306b\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u8a00\u8a9e\u5b66\u7fd2\u3092\u5f37\u5316\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002NLP\u306f\u3001\u6559\u79d1\u66f8\u3084\u30aa\u30f3\u30e9\u30a4\u30f3\u30b3\u30fc\u30b9\u306a\u3069\u3001\u6559\u80b2\u76ee\u7684\u306e\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30fb\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u4f5c\u6210\u306b\u3082\u5229\u7528\u3067\u304d\u308b\u3002\u3053\u308c\u306f\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u3088\u308a\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u9b45\u529b\u7684\u306a\u3082\u306e\u306b\u3057\u3001\u751f\u5f92\u306e\u30cb\u30fc\u30ba\u306b\u5408\u3063\u305f\u3082\u306e\u306b\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 \u30e2\u30c7\u30eb\u30bf\u30a4\u30d7\u5225\u3067\u306f\u3001\u7d71\u8a08\u7684NLP\u30e2\u30c7\u30eb\u304c\u4e88\u6e2c\u671f\u9593\u4e2d\u306b\u6700\u3082\u9ad8\u3044\u5e02\u5834\u30b7\u30a7\u30a2\u3092\u5360\u3081\u308b 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\u5236\u7d04\uff1a\u5229\u7528\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u304c\u9650\u3089\u308c\u3066\u3044\u308b 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\u6a5f\u4f1a\u30e9\u30fc\u30cb\u30f3\u30b0\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u5c0e\u5165\u62e1\u5927 NLP\u306f\u751f\u5f92\u306e\u6210\u7e3e\u8868\u3084\u305d\u306e\u4ed6\u306e\u6559\u80b2\u6587\u66f8\u304b\u3089\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u751f\u5f92\u306e\u6210\u7e3e\u3084\u5b66\u7fd2\u50be\u5411\u306b\u3064\u3044\u3066\u306e\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002NLP\u306f\u6559\u5e2b\u304c\u751f\u5f92\u306e\u82e6\u624b\u306a\u5206\u91ce\u3092\u7279\u5b9a\u3057\u3001\u305d\u308c\u306b\u5fdc\u3058\u3066\u6307\u5c0e\u65b9\u6cd5\u3092\u8abf\u6574\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002NLP\u306f\u3001\u751f\u5f92\u306b\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5b66\u7fd2\u4f53\u9a13\u3092\u63d0\u4f9b\u3059\u308b\u8a00\u8a9e\u5b66\u7fd2\u30c4\u30fc\u30eb\u306e\u958b\u767a\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u751f\u5f92\u306e\u8a9e\u5f59\u3001\u6587\u306e\u69cb\u9020\u3001\u767a\u97f3\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001NLP\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u751f\u5f92\u306e\u4e0a\u9054\u3092\u52a9\u3051\u308b\u305f\u3081\u306b\u3001\u305d\u306e\u751f\u5f92\u306b\u5408\u308f\u305b\u305f\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3084\u63a8\u5968\u4e8b\u9805\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002NLP\u306f\u751f\u5f92\u306e\u4f5c\u6587\u3084\u305d\u306e\u4ed6\u306e\u8ab2\u984c\u3092\u5206\u6790\u3057\u3001\u81ea\u52d5\u63a1\u70b9\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u8ab2\u984c\uff1a\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3078\u306e\u8981\u6c42\u306e\u9ad8\u307e\u308a \u6559\u80b2\u5e02\u5834\u306b\u304a\u3051\u308bNLP\u306f\u3001\u6559\u5e2b\u3001\u751f\u5f92\u3001\u6559\u80b2\u6a5f\u95a2\u306e\u7279\u5b9a\u306e\u8981\u4ef6\u3092\u6e80\u305f\u3059\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305fNLP\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3002\u3057\u304b\u3057\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u3068\u5c0e\u5165\u306f\u3001\u7279\u306b\u30ea\u30bd\u30fc\u30b9\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u5c0f\u898f\u6a21\u306a\u7d44\u7e54\u306b\u3068\u3063\u3066\u3001\u56f0\u96e3\u3067\u6642\u9593\u304c\u304b\u304b\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u6559\u80b2\u5e02\u5834\u306b\u304a\u3051\u308bNLP\u306f\u3001\u6559\u5e2b\u3084\u751f\u5f92\u306e\u3088\u3046\u306a\u975e\u6280\u8853\u7cfb\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u6b63\u78ba\u3067\u7c21\u5358\u306aNLP\u30e2\u30c7\u30eb\u3092\u5fc5\u8981\u3068\u3057\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30d3\u30ea\u30c6\u30a3\u3068\u7cbe\u5ea6\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u3068\u308b\u306e\u306f\u96e3\u3057\u3044\u3053\u3068\u3067\u3001\u8907\u96d1\u306a\u30e2\u30c7\u30eb\u306f\u7cbe\u5ea6\u304c\u9ad8\u304f\u3066\u3082\u30e6\u30fc\u30b6\u30d3\u30ea\u30c6\u30a3\u304c\u4f4e\u304f\u3001\u307e\u305f\u305d\u306e\u9006\u3082\u3057\u304b\u308a\u3067\u3059\u3002\u8a00\u8a9e\u306f\u3001\u5b66\u6821\u3001\u5b66\u5e74\u3001\u6559\u79d1\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u6559\u80b2\u73fe\u5834\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u7570\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u3070\u3089\u3064\u304d\u304c\u3042\u308b\u305f\u3081\u3001\u7570\u306a\u308b\u6559\u80b2\u9818\u57df\u306b\u308f\u305f\u3063\u3066\u60c5\u5831\u3092\u6b63\u78ba\u306b\u8b58\u5225\u30fb\u62bd\u51fa\u3067\u304d\u308bNLP\u30e2\u30c7\u30eb\u306e\u958b\u767a\u306f\u56f0\u96e3\u3067\u3059\u3002 \u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225\u3067\u306f\u3001\u5b66\u8853\u5206\u91ce\u304c\u4e88\u6e2c\u671f\u9593\u4e2d\u306b\u6700\u3082\u9ad8\u3044\u30b7\u30a7\u30a2\u3092\u5360\u3081\u308b\u3002 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