\u300cAI\u306b\u304a\u3051\u308b\u30c8\u30e9\u30b9\u30c8\u300d<\/span><\/h4>\n\n![\"\"](\"https:\/\/www.ai-gakkai.or.jp\/jsai2023\/wp-content\/uploads\/sites\/20\/2023\/02\/ts_1_nakagawa.jpg\")
<\/p>\n\u4e2d\u5ddd \u88d5\u5fd7 \u6c0f<\/span>
(\u7406\u5316\u5b66\u7814\u7a76\u6240\u30fb\u9769\u65b0\u77e5\u80fd\u7d71\u5408\u7814\u7a76\u30bb\u30f3\u30bf\u30fc\u30fb\u30c1\u30fc\u30e0\u30ea\u30fc\u30c0\u30fc \/ \u6771\u4eac\u5927\u5b66\u30fb\u540d\u8a89\u6559\u6388)<\/p>\n<\/div>\nAI\u304c\u793e\u4f1a\u306e\u3044\u305f\u308b\u6240\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u72b6\u6cc1\u306b\u304a\u3044\u3066\uff0cAI\u3092\u30c8\u30e9\u30b9\u30c8\u3067\u304d\u308b\u3053\u3068\u306f\u5229\u7528\u8005\u306b\u3068\u3063\u3066\u91cd\u8981\u306b\u306a\u3063\u3066\u304d\u3066\u3044\u308b\uff0e\u30c8\u30e9\u30b9\u30c8\u3067\u304d\u308bAI\u3092\u898f\u5b9a\u3057\u3088\u3046\u3068\u3044\u3046EU\u306a\u3069\u306e\u6d3b\u52d5\u3092\u7d39\u4ecb\u3059\u308b\uff0e \u6b21\u306b\u3001AI\u304c\u4eba\u9593\u306e\u4ee3\u7406\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u306a\u308b\u5834\u5408\u3001 \u305f\u3068\u3048\u3070\u81ea\u5f8b\u7684\u30a2\u30d0\u30bf\u30fc\u306a\u3069\u306b\u304a\u3044\u3066\u3001\u30c8\u30e9\u30b9\u30c8\u3092\u78ba\u7acb\u3059\u308b\u65b9\u6cd5\u3001\u30c8\u30e9\u30b9\u30c8\u3092\u8105\u304b\u3059\u8981\u56e0\u3001\u305f\u3068\u3048\u3070\u300c\u306a\u308a\u3059\u307e\u3057\u300d\u306b\u3064\u3044\u3066\u306e\u554f\u984c\u70b9\u3068\u53ef\u80fd\u306a\u5bfe\u7b56\u306a\u3069\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3059\u308b\uff0e\n<\/p>\n
[ \u7565\u6b74 ]
\n1975\u5e74\u3000\u6771\u4eac\u5927\u5b66\u30fb\u5de5\u5b66\u90e8\u5352\u696d\uff0e1980\u5e74\u3000\u6771\u4eac\u5927\u5b66\u30fb\u5927\u5b66\u9662\u4fee\u4e86\uff08\u5de5\u5b66\u535a\u58eb\uff09\uff0e
\n1980\u5e74\uff5e1999\u5e74\u3000\u6a2a\u6d5c\u56fd\u7acb\u5927\u5b66\u30fb\u5de5\u5b66\u90e8\uff0e 1999\u5e74\uff5e2018\u5e74\u3000\u6771\u4eac\u5927\u5b66\u30fb\u60c5\u5831\u57fa\u76e4\u30bb\u30f3\u30bf\u30fc\u6559\u6388\uff0e
\n2017\u5e74\uff5e\u73fe\u5728\u3000\u7406\u5316\u5b66\u7814\u7a76\u6240\u30fb\u9769\u65b0\u77e5\u80fd\u7d71\u5408\u7814\u7a76\u30bb\u30f3\u30bf\u30fc\u30fb\u30c1\u30fc\u30e0\u30ea\u30fc\u30c0\u30fc\uff0e\u3000\u6771\u4eac\u5927\u5b66\u30fb\u540d\u8a89\u6559\u6388.\n<\/p>\n
\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u8b1b\u6f142<\/h3>\n
6\u67087\u65e5 (\u6c34)<\/span>\u300013:30\uff5e15:10\u3000B\u4f1a\u5834\uff08\u30b7\u30d3\u30c3\u30af\u30db\u30fc\u30ebB\uff09<\/p>\n\u300c\u30c7\u30b8\u30bf\u30eb\u4eba\u6587\u5b66\u3068AI\uff1a\u4eba\u9593\u6587\u5316\u306e\u56fa\u6709\u6027\u30fb\u5171\u901a\u6027\u30fb\u504f\u308a\u3068\u5411\u304d\u5408\u3046\u300d<\/span><\/h4>\n\n![\"\"](\"https:\/\/www.ai-gakkai.or.jp\/jsai2023\/wp-content\/uploads\/sites\/20\/2023\/02\/ts_2_ohmukai.jpg\")
<\/p>\n\u5927\u5411 \u4e00\u8f1d \u6c0f<\/span>
(\u6771\u4eac\u5927\u5b66\u5927\u5b66\u9662\u4eba\u6587\u793e\u4f1a\u7cfb\u7814\u7a76\u79d1\u51c6\u6559\u6388)<\/p>\n<\/div>\n\u591a\u304f\u306e\u5b66\u554f\u9818\u57df\u3067\u7a4d\u6975\u7684\u306b\u30c7\u30b8\u30bf\u30eb\u6280\u8853\u304c\u5c0e\u5165\u3055\u308c\u308b\u4e2d\u3001\u4eba\u6587\u5b66\u306b\u304a\u3044\u3066\u3082\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u30b3\u30fc\u30d1\u30b9\u304c\u6574\u5099\u3055\u308c\u3001\u3053\u308c\u3089\u3092\u5bfe\u8c61\u3068\u3057\u305f\u8a00\u8a9e\u51e6\u7406\u3084\u30de\u30eb\u30c1\u30e1\u30c7\u30a3\u30a2\u60c5\u5831\u51e6\u7406\u7b49\u306b\u3088\u3063\u3066\u65b0\u305f\u306a\u77e5\u898b\u3092\u5f97\u308b\u300c\u30c7\u30b8\u30bf\u30eb\u4eba\u6587\u5b66\u300d\u30fb\u300c\u4eba\u6587\u60c5\u5831\u5b66\u300d\u3068\u547c\u3070\u308c\u308b\u5206\u91ce\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u3002
\n\u30c7\u30b8\u30bf\u30eb\u4eba\u6587\u5b66\u3067\u306f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5206\u6790\u3084\u77e5\u8b58\u8868\u73fe\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u305f\u6587\u5b57\u8a8d\u8b58\u306a\u3069\u3001\u5f93\u6765\u306e\u7814\u7a76\u3092\u52b9\u7387\u5316\u3059\u308b\u624b\u6bb5\u3068\u3057\u3066AI\u6280\u8853\u304c\u7528\u3044\u3089\u308c\u308b\u4e00\u65b9\u3001\u4eca\u5f8c\u306f\u57fa\u76e4\u30e2\u30c7\u30eb\u304c\u751f\u6210\u3059\u308b\u30c6\u30ad\u30b9\u30c8\u3084\u753b\u50cf\u3092\u4eba\u9593\u6587\u5316\u306b\u3069\u3046\u4f4d\u7f6e\u3065\u3051\u308b\u306e\u304b\u3001\u3042\u308b\u3044\u306f\u793e\u4f1a\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u306eAI\u6280\u8853\u3092\u4f5c\u308a\u51fa\u3059\u4eba\u3005\u306e\u610f\u5fd7\u3084\u8981\u6c42\u3092\u3069\u306e\u3088\u3046\u306b\u7406\u89e3\u3059\u308b\u304b\u306a\u3069\u3001\u4eba\u6587\u5b66\u306e\u7814\u7a76\u5bfe\u8c61\u3068\u3057\u3066\u6271\u3046\u5fc5\u8981\u6027\u304c\u751f\u3058\u3066\u3044\u308b\u3002
\n\u672c\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u30c7\u30b8\u30bf\u30eb\u4eba\u6587\u5b66\u306e\u73fe\u72b6\u3092\u7d39\u4ecb\u3059\u308b\u3068\u3068\u3082\u306b\u3001\u4eba\u5de5\u77e5\u80fd\u5b66\u4f1a\u3092\u4e2d\u5fc3\u3068\u3059\u308b\u7814\u7a76\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068\u306e\u9023\u643a\u30fb\u5354\u50cd\u306e\u53ef\u80fd\u6027\u306b\u3064\u3044\u3066\u8b70\u8ad6\u3059\u308b\u3002\n<\/p>\n
[ \u7565\u6b74 ]
\n2005\u5e74\u7dcf\u5408\u7814\u7a76\u5927\u5b66\u9662\u5927\u5b66\u8907\u5408\u79d1\u5b66\u7814\u7a76\u79d1\u535a\u58eb\u5f8c\u671f\u8ab2\u7a0b\u4fee\u4e86\u3002\u535a\u58eb\uff08\u60c5\u5831\u5b66\uff09\u3002\u540c\u5e74\u56fd\u7acb\u60c5\u5831\u5b66\u7814\u7a76\u6240\u52a9\u624b\u30012007\u5e74\u540c\u52a9\u6559\u30012009\u5e74\u540c\u51c6\u6559\u6388\u3092\u7d4c\u3066\u30012019\u5e74\u6771\u4eac\u5927\u5b66\u5927\u5b66\u9662\u4eba\u6587\u793e\u4f1a\u7cfb\u7814\u7a76\u79d1\u51c6\u6559\u6388\u3001\u73fe\u5728\u306b\u81f3\u308b\u3002\u30a6\u30a7\u30d6\u60c5\u5831\u5b66\u3001\u4eba\u6587\u60c5\u5831\u5b66\u3001\u5b66\u8853\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5bfe\u8c61\u3068\u3057\u305f\u7814\u7a76\u958b\u767a\u306b\u643a\u308f\u308b\u30022004\u5e74\u60c5\u5831\u51e6\u7406\u63a8\u9032\u6a5f\u69cb\u300c\u672a\u8e0f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u5275\u9020\u4e8b\u696d\u300d\u30b9\u30fc\u30d1\u30fc\u30af\u30ea\u30a8\u30fc\u30bf\u8a8d\u5b9a\u30022020\u5e74\u300c\u5b66\u8853\u60c5\u5831\u30b5\u30fc\u30d3\u30b9\u57fa\u76e4CiNii\u306e\u958b\u767a\u300d\u306b\u3088\u308a\u6587\u90e8\u79d1\u5b66\u5927\u81e3\u8868\u5f70\u30fb\u79d1\u5b66\u6280\u8853\u8cde\uff08\u958b\u767a\u90e8\u9580\uff09\u53d7\u8cde\u3002\u8457\u66f8\u306b\u300e\u30a6\u30a7\u30d6\u304c\u308f\u304b\u308b\u672c\u300f\uff08\u5ca9\u6ce2\u66f8\u5e97\uff09\u3001\u300e\u30a6\u30a7\u30d6\u3089\u3057\u3055\u3092\u8003\u3048\u308b\u672c\u300f\uff08\u4e38\u5584\u51fa\u7248\uff09\u304c\u3042\u308b\u3002\n<\/p>\n
\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u8b1b\u6f143<\/h3>\n
6\u67088\u65e5 (\u6728)<\/span>\u30009:00\uff5e10:40\u3000B\u4f1a\u5834\uff08\u30b7\u30d3\u30c3\u30af\u30db\u30fc\u30ebB\uff09<\/p>\n\u300c\u89e3\u91c8\u53ef\u80fd\u306a\u6a5f\u68b0\u5b66\u7fd2\u300d<\/span><\/h4>\n\n![\"\"](\"https:\/\/www.ai-gakkai.or.jp\/jsai2023\/wp-content\/uploads\/sites\/20\/2023\/02\/ts_3_yoshikawa.jpg\")
<\/p>\n\u5409\u5ddd \u53cb\u4e5f \u6c0f<\/span>
(\u5343\u8449\u5de5\u696d\u5927\u5b66 \u4eba\u5de5\u77e5\u80fd\u30fb\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u6280\u8853\u7814\u7a76\u30bb\u30f3\u30bf\u30fc \u4e0a\u5e2d\u7814\u7a76\u54e1)<\/p>\n<\/div>\n\u89e3\u91c8\u53ef\u80fd\u306a\u6a5f\u68b0\u5b66\u7fd2 (Interpretable Machine Learning; IML) \u306f\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u51fa\u529b\u306e\u6839\u62e0\u3092\u8aac\u660e\u3059\u308b\u6280\u8853\u3067\u3042\u308a\u3001AI\u30b7\u30b9\u30c6\u30e0\u306e\u900f\u660e\u6027\u304c\u6c42\u3081\u3089\u308c\u308b\u6628\u4eca\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u6280\u8853\u306e\u4e00\u3064\u3068\u306a\u3063\u3066\u3044\u308b\u3002
\n\u307e\u305fIML\u306f\u30e2\u30c7\u30eb\u3084\u8a13\u7df4\u30c7\u30fc\u30bf\u306e\u30c7\u30d0\u30c3\u30b0\u3001\u30c7\u30fc\u30bf\u5206\u6790\u7b49\u3001\u7814\u7a76\u958b\u767a\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u9053\u5177\u3068\u3057\u3066\u3082\u6709\u7528\u3067\u3042\u308b\u3002
\n\u672c\u8b1b\u6f14\u3067\u306f\u3001IML\u306e\u4ee3\u8868\u7684\u306a\u624b\u6cd5\u3092\u89e3\u8aac\u3059\u308b\u3068\u3068\u3082\u306b\u3001\u6700\u8fd1\u306e\u7814\u7a76\u52d5\u5411\u306b\u3064\u3044\u3066\u3082\u7d39\u4ecb\u3059\u308b\u3002\n<\/p>\n
[ \u7565\u6b74 ]
\n2015\u5e74 \u5948\u826f\u5148\u7aef\u79d1\u5b66\u6280\u8853\u5927\u5b66\u9662\u5927\u5b66 \u60c5\u5831\u79d1\u5b66\u7814\u7a76\u79d1 \u535a\u58eb\u5f8c\u671f\u8ab2\u7a0b\u4fee\u4e86\u3002\u535a\u58eb\uff08\u5de5\u5b66\uff09\u3002
\n2015\u5e74 \u5343\u8449\u5de5\u696d\u5927\u5b66 \u4eba\u5de5\u77e5\u80fd\u30fb\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u6280\u8853\u7814\u7a76\u30bb\u30f3\u30bf\u30fc \u4e3b\u4efb\u7814\u7a76\u54e1\u3002
\n2023\u5e74 \u5343\u8449\u5de5\u696d\u5927\u5b66 \u4eba\u5de5\u77e5\u80fd\u30fb\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u6280\u8853\u7814\u7a76\u30bb\u30f3\u30bf\u30fc \u4e0a\u5e2d\u7814\u7a76\u54e1\u3002\u73fe\u5728\u306b\u81f3\u308b\u3002
\n\u89e3\u91c8\u53ef\u80fd\u306a\u6a5f\u68b0\u5b66\u7fd2\u3084\u52d5\u753b\u8a8d\u8b58\u3092\u4e2d\u5fc3\u306b\u3001\u6a5f\u68b0\u5b66\u7fd2\u3084\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d3\u30b8\u30e7\u30f3\u306e\u7814\u7a76\u306b\u5f93\u4e8b\u3002\n<\/p>\n
\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u8b1b\u6f144<\/h3>\n
6\u67089\u65e5 (\u91d1)<\/span>\u300012:00\uff5e13:40\u3000B\u4f1a\u5834\uff08\u30b7\u30d3\u30c3\u30af\u30db\u30fc\u30ebB\uff09<\/p>\n\u300c\u62e1\u6563\u30e2\u30c7\u30eb\u306b\u3088\u308b\u753b\u50cf\u751f\u6210\u306e\u57fa\u790e\u3068\u6700\u65b0\u7814\u7a76\u52d5\u5411\u300d<\/span><\/h4>\n\n![\"\"](\"https:\/\/www.ai-gakkai.or.jp\/jsai2023\/wp-content\/uploads\/sites\/20\/2023\/02\/ts_4-1_ishii.jpg\")
<\/p>\n\u77f3\u4e95 \u96c5\u4eba \u6c0f<\/span>
(\u682a\u5f0f\u4f1a\u793e\u30bd\u30cb\u30fc\u30ea\u30b5\u30fc\u30c1)<\/p>\n<\/div>\n\n![\"\"](\"https:\/\/www.ai-gakkai.or.jp\/jsai2023\/wp-content\/uploads\/sites\/20\/2023\/02\/ts_4-2_hayakawa.jpg\")
<\/p>\n\u65e9\u5ddd \u9855\u751f \u6c0f<\/span>
(\u682a\u5f0f\u4f1a\u793e\u30bd\u30cb\u30fc\u30ea\u30b5\u30fc\u30c1)<\/p>\n<\/div>\n\u62e1\u6563\u30e2\u30c7\u30eb\u306f\u751f\u6210\u30e2\u30c7\u30eb\u306e\u4e00\u7a2e\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u304c\u30ce\u30a4\u30ba\u3078\u3068\u5f90\u3005\u306b\u5d29\u58ca\u3057\u3066\u3044\u304f\u300c\u62e1\u6563\u904e\u7a0b\u300d\u3092\u9006\u306b\u305f\u3069\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3059\u308b\u3002\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u306e\u751f\u6210\u306b\u5f37\u3044\u3053\u3068\u304c\u7d4c\u9a13\u7684\u306b\u77e5\u3089\u308c\u3066\u304a\u308a\u3001\u8fd1\u5e74\u3067\u306f\u7279\u306b\u4e0e\u3048\u3089\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u306b\u6cbf\u3063\u305f\u753b\u50cf\u3092\u751f\u6210\u3059\u308btext-to-image\u306e\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u3001\u305d\u306e\u6027\u80fd\u306e\u9ad8\u3055\u306b\u6ce8\u76ee\u304c\u96c6\u307e\u3063\u3066\u3044\u308b\u3002\u672c\u8b1b\u6f14\u3067\u306f\u3001\u307e\u305a\u3001\u591a\u304f\u306e\u62e1\u6563\u30e2\u30c7\u30eb\u306e\u57fa\u790e\u3068\u306a\u3063\u3066\u3044\u308bDenoising Diffusion Probabilistic Models (DDPMs)\u306b\u3064\u3044\u3066\u89e3\u8aac\u3059\u308b\u3002\u305d\u306e\u5f8c\u3001text-to-image\u3092\u59cb\u3081\u3068\u3059\u308b\u6761\u4ef6\u4ed8\u304d\u751f\u6210\u3078\u306e\u62e1\u5f35\u3084\u3001\u52d5\u753b\u30fb3D\u751f\u6210\u306a\u3069\u3092\u542b\u3080\u6700\u65b0\u306e\u5fdc\u7528\u4f8b\u3092\u3054\u7d39\u4ecb\u3059\u308b\u3068\u3068\u3082\u306b\u3001\u30b9\u30b3\u30a2\u30d9\u30fc\u30b9\u751f\u6210\u30e2\u30c7\u30eb\u3068\u306e\u7406\u8ad6\u7684\u306a\u3064\u306a\u304c\u308a\u3068\u305d\u306e\u6d3b\u7528\u306b\u3064\u3044\u3066\u3082\u89e3\u8aac\u3059\u308b\u3002\n<\/p>\n
[ \u7565\u6b74 (\u77f3\u4e95 \u96c5\u4eba) ]
\n2010\u5e74 \u6771\u4eac\u5927\u5b66\u5927\u5b66\u9662 \u4fee\u58eb\u8ab2\u7a0b\u4fee\u4e86\u3002\u535a\u58eb\uff08\u60c5\u5831\u7406\u5de5\u5b66\uff09\u30022010\uff5e2019\u5e74 NEC\u4e2d\u592e\u7814\u7a76\u6240 \u7814\u7a76\u54e1\u30012017\uff5e2019\u5e74 \u7406\u7814AIP \u5ba2\u54e1\u7814\u7a76\u54e1\u30012019\u5e74 \u30bd\u30cb\u30fc\u30b0\u30eb\u30fc\u30d7\u682a\u5f0f\u4f1a\u793e\u5165\u793e\u30012023\u5e74\u3088\u308a\u682a\u5f0f\u4f1a\u793e\u30bd\u30cb\u30fc\u30ea\u30b5\u30fc\u30c1\u306b\u51fa\u5411\u3001\u73fe\u5728\u306b\u81f3\u308b\u3002\u4e00\u8cab\u3057\u3066\u753b\u50cf\u5411\u3051\u306e\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u7814\u7a76\u958b\u767a\u306b\u5f93\u4e8b\u3002\u7b2c\uff13\u56de\u6280\u8853\u7d4c\u55b6\u30fb\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u8cde \u6587\u90e8\u79d1\u5b66\u5927\u81e3\u8cde\u3001MIRU2016 \u9577\u5c3e\u8cde\u3001MIRU2017 \u512a\u79c0\u8cde\u53d7\u8cde\u3002<\/p>\n
[ \u7565\u6b74 (\u65e9\u5ddd \u9855\u751f) ]
\n2016\u5e74 \u6771\u4eac\u5927\u5b66 \u5de5\u5b66\u90e8 \u6a5f\u68b0\u60c5\u5831\u5de5\u5b66\u79d1 \u5352\u696d
\n2018\u5e74 \u540c\u5927\u5b66\u5927\u5b66\u9662 \u60c5\u5831\u7406\u5de5\u5b66\u7cfb\u7814\u7a76\u79d1 \u77e5\u80fd\u6a5f\u68b0\u60c5\u5831\u5b66\u5c02\u653b \u4fee\u58eb\u8ab2\u7a0b\u4fee\u4e86
\n2018\u5e74 \u30bd\u30cb\u30fc\u682a\u5f0f\u4f1a\u793e (\u73fe\u30bd\u30cb\u30fc\u30b0\u30eb\u30fc\u30d7\u682a\u5f0f\u4f1a\u793e)\u5165\u793e
\n2023\u5e74 \u682a\u5f0f\u4f1a\u793e\u30bd\u30cb\u30fc\u30ea\u30b5\u30fc\u30c1\u306b\u51fa\u5411 \u73fe\u5728\u306b\u81f3\u308b
\n\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5927\u898f\u6a21\u5206\u6563\u5b66\u7fd2\u3084\u753b\u50cf\u751f\u6210\u30e2\u30c7\u30eb\u306b\u95a2\u3059\u308b\u7814\u7a76\u958b\u767a\u306b\u5f93\u4e8b\u3002
\n\u60c5\u5831\u51e6\u7406\u63a8\u9032\u6a5f\u69cb(IPA) \u672a\u8e0fIT\u4eba\u6750\u767a\u6398\u30fb\u80b2\u6210\u4e8b\u696d\u63a1\u629e (2017\u5e74\u5ea6) <\/p>\n
\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u8b1b\u6f145<\/h3>\n
6\u67088\u65e5 (\u6728)<\/span>\u300015:30\uff5e17:10\u3000B\u4f1a\u5834\uff08\u30b7\u30d3\u30c3\u30af\u30db\u30fc\u30ebB\uff09<\/p>\n\u300c\u57fa\u76e4\u30e2\u30c7\u30eb\u306e\u6280\u8853\u3068\u5c55\u671b\u300d<\/span><\/h4>\n\n![\"\"](\"https:\/\/www.ai-gakkai.or.jp\/jsai2023\/wp-content\/uploads\/sites\/20\/2023\/02\/ts_5_iwasawa.jpg\")
<\/p>\n\u5ca9\u6fa4 \u6709\u7950 \u6c0f<\/span>
(\u6771\u4eac\u5927\u5b66\u677e\u5c3e\u7814\u7a76\u5ba4 \u8b1b\u5e2b)<\/p>\n<\/div>\n2021\u5e74\u9803\u306b\u767b\u5834\u3057\u305f\u57fa\u76e4\u30e2\u30c7\u30eb (Foundation Model) \u306f\uff0c\u5f93\u6765\u306e\u3088\u3046\u306b\u500b\u5225\u306e\u30bf\u30b9\u30af\u306b\u4ed5\u7acb\u3066\u305f\u30e2\u30c7\u30eb\u3092\u4f5c\u308b\u306e\u3067\u306f\u306a\u304f\uff0c\u5358\u4e00\u306e\u30e2\u30c7\u30eb\u3092\u591a\u69d8\u306a\u5f8c\u7d9a\u30bf\u30b9\u30af\u306b\u9069\u7528\u53ef\u80fd\u3068\u306a\u3063\u3066\u3044\u308b\u6df1\u5c64\u5b66\u7fd2\u306e\u30d1\u30e9\u30c0\u30a4\u30e0\u3092\u8868\u3057\u305f\u8a00\u8449\u3067\u3042\u308b\uff0e\u3053\u306e\u50be\u5411\u304c\u7279\u306b\u9855\u8457\u306a\u306e\u306f\u8a00\u8a9e\uff08GPT-3\uff0cPaLM\u306a\u3069\uff09\u3067\u3042\u308b\u304c\uff0c\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u9818\u57df\u306b\u304a\u3051\u308bImagen\u3084CLIP\uff0c\u5f37\u5316\u5b66\u7fd2\u9818\u57df\u306b\u304a\u3051\u308bGato\uff0cRT-1\u306a\u3069\u591a\u69d8\u306a\u9818\u57df\u3067\u540c\u69d8\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u53d6\u3063\u305f\u7814\u7a76\u304c\u884c\u308f\u308c\u3066\u3044\u308b\uff0e\u57fa\u76e4\u30e2\u30c7\u30eb\u306f\u4e00\u822c\u306b\u30c7\u30fc\u30bf\u30fb\u30e2\u30c7\u30eb\u4e21\u9762\u306e\u30b9\u30b1\u30fc\u30eb\u3068\u540c\u6642\u306b\u8aac\u660e\u3055\u308c\u308b\u3053\u3068\u3082\u591a\u304f\uff0c\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u30fb\u8a08\u7b97\u91cf\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30ba\u3068\u6027\u80fd\u306e\u95a2\u4fc2\u306b\u95a2\u3059\u308b\u7d4c\u9a13\u5247\uff08Scaling Law\uff09\u3084\uff0c\u30e2\u30c7\u30eb\u898f\u6a21\u304c\u62e1\u5927\u3057\u305f\u969b\u306b\u306e\u307f\u767a\u73fe\u3059\u308b\u80fd\u529b (Emergent Law) \u306e\u5b58\u5728\u306a\u3069\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u308b\uff0e\u672c\u8b1b\u6f14\u3067\u306f\u3053\u308c\u3089\u306e\u6280\u8853\u7684\u306a\u52d5\u5411\u306b\u3064\u3044\u3066\u6982\u89b3\u3057\uff0c\u4eca\u5f8c\u306e\u5c55\u671b\u306b\u3064\u3044\u3066\u8ff0\u3079\u308b\uff0e\n<\/p>\n
[ \u7565\u6b74 ]
\n2014\u5e74 \u4e0a\u667a\u5927\u5b66\u7406\u5de5\u5b66\u7814\u7a76\u79d1\u7406\u5de5\u5b66\u5c02\u653b\u60c5\u5831\u5b66\u9818\u57df\u3092\u4fee\u4e86
\n2017\u5e74 \u6771\u4eac\u5927\u5b66\u5de5\u5b66\u7cfb\u7814\u7a76\u79d1\u6280\u8853\u7d4c\u55b6\u6226\u7565\u5b66\u5c02\u653b\u535a\u58eb\u5f8c\u671f\u8ab2\u7a0b\u3092\u4fee\u4e86\uff08\u5b66\u8853\u632f\u8208\u4f1a\u7279\u5225\u7814\u7a76\u54e1DC1\uff09
\n2017\u5e74\u3088\u308a\u3001\u6771\u4eac\u5927\u5b66\u677e\u5c3e\u7814\u7a76\u5ba4 \u7279\u4efb\u7814\u7a76\u54e1\u3001\u7279\u4efb\u52a9\u6559\u3001\u7279\u4efb\u8b1b\u5e2b\u3092\u7d4c\u30662022\u5e744\u6708\u3088\u308a\u8b1b\u5e2b\u3002\u6df1\u5c64\u8868\u73fe\u5b66\u7fd2\u6280\u8853\u306e\u7814\u7a76\u958b\u767a\u3001\u8b1b\u7fa9\u306a\u3069\u306b\u5f93\u4e8b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u8b1b\u6f141 6\u67087\u65e5 (\u6c34)\u300015:30\uff5e17:10\u3000B\u4f1a\u5834\uff08\u30b7\u30d3\u30c3\u30af\u30db\u30fc\u30ebB\uff09 \u300cAI\u306b\u304a\u3051\u308b\u30c8\u30e9\u30b9\u30c8\u300d \u4e2d\u5ddd \u88d5\u5fd7 \u6c0f(\u7406\u5316\u5b66\u7814\u7a76\u6240\u30fb\u9769\u65b0\u77e5\u80fd\u7d71\u5408\u7814\u7a76\u30bb\u30f3\u30bf\u30fc\u30fb\u30c1\u30fc\u30e0\u30ea\u30fc\u30c0\u30fc \/ \u6771\u4eac\u5927\u5b66\u30fb\u540d\u8a89\u6559\u6388) AI […]<\/p>\n","protected":false},"author":34,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/www.ai-gakkai.or.jp\/jsai2023\/wp-json\/wp\/v2\/pages\/387"}],"collection":[{"href":"https:\/\/www.ai-gakkai.or.jp\/jsai2023\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.ai-gakkai.or.jp\/jsai2023\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.ai-gakkai.or.jp\/jsai2023\/wp-json\/wp\/v2\/users\/34"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ai-gakkai.or.jp\/jsai2023\/wp-json\/wp\/v2\/comments?post=387"}],"version-history":[{"count":7,"href":"https:\/\/www.ai-gakkai.or.jp\/jsai2023\/wp-json\/wp\/v2\/pages\/387\/revisions"}],"predecessor-version":[{"id":590,"href":"https:\/\/www.ai-gakkai.or.jp\/jsai2023\/wp-json\/wp\/v2\/pages\/387\/revisions\/590"}],"wp:attachment":[{"href":"https:\/\/www.ai-gakkai.or.jp\/jsai2023\/wp-json\/wp\/v2\/media?parent=387"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/p>\n\u4e2d\u5ddd \u88d5\u5fd7 \u6c0f<\/span> AI\u304c\u793e\u4f1a\u306e\u3044\u305f\u308b\u6240\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u72b6\u6cc1\u306b\u304a\u3044\u3066\uff0cAI\u3092\u30c8\u30e9\u30b9\u30c8\u3067\u304d\u308b\u3053\u3068\u306f\u5229\u7528\u8005\u306b\u3068\u3063\u3066\u91cd\u8981\u306b\u306a\u3063\u3066\u304d\u3066\u3044\u308b\uff0e\u30c8\u30e9\u30b9\u30c8\u3067\u304d\u308bAI\u3092\u898f\u5b9a\u3057\u3088\u3046\u3068\u3044\u3046EU\u306a\u3069\u306e\u6d3b\u52d5\u3092\u7d39\u4ecb\u3059\u308b\uff0e \u6b21\u306b\u3001AI\u304c\u4eba\u9593\u306e\u4ee3\u7406\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u306a\u308b\u5834\u5408\u3001 \u305f\u3068\u3048\u3070\u81ea\u5f8b\u7684\u30a2\u30d0\u30bf\u30fc\u306a\u3069\u306b\u304a\u3044\u3066\u3001\u30c8\u30e9\u30b9\u30c8\u3092\u78ba\u7acb\u3059\u308b\u65b9\u6cd5\u3001\u30c8\u30e9\u30b9\u30c8\u3092\u8105\u304b\u3059\u8981\u56e0\u3001\u305f\u3068\u3048\u3070\u300c\u306a\u308a\u3059\u307e\u3057\u300d\u306b\u3064\u3044\u3066\u306e\u554f\u984c\u70b9\u3068\u53ef\u80fd\u306a\u5bfe\u7b56\u306a\u3069\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3059\u308b\uff0e\n<\/p>\n [ \u7565\u6b74 ] 6\u67087\u65e5 (\u6c34)<\/span>\u300013:30\uff5e15:10\u3000B\u4f1a\u5834\uff08\u30b7\u30d3\u30c3\u30af\u30db\u30fc\u30ebB\uff09<\/p>\n \u5927\u5411 \u4e00\u8f1d \u6c0f<\/span> \u591a\u304f\u306e\u5b66\u554f\u9818\u57df\u3067\u7a4d\u6975\u7684\u306b\u30c7\u30b8\u30bf\u30eb\u6280\u8853\u304c\u5c0e\u5165\u3055\u308c\u308b\u4e2d\u3001\u4eba\u6587\u5b66\u306b\u304a\u3044\u3066\u3082\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u30b3\u30fc\u30d1\u30b9\u304c\u6574\u5099\u3055\u308c\u3001\u3053\u308c\u3089\u3092\u5bfe\u8c61\u3068\u3057\u305f\u8a00\u8a9e\u51e6\u7406\u3084\u30de\u30eb\u30c1\u30e1\u30c7\u30a3\u30a2\u60c5\u5831\u51e6\u7406\u7b49\u306b\u3088\u3063\u3066\u65b0\u305f\u306a\u77e5\u898b\u3092\u5f97\u308b\u300c\u30c7\u30b8\u30bf\u30eb\u4eba\u6587\u5b66\u300d\u30fb\u300c\u4eba\u6587\u60c5\u5831\u5b66\u300d\u3068\u547c\u3070\u308c\u308b\u5206\u91ce\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u3002 [ \u7565\u6b74 ] 6\u67088\u65e5 (\u6728)<\/span>\u30009:00\uff5e10:40\u3000B\u4f1a\u5834\uff08\u30b7\u30d3\u30c3\u30af\u30db\u30fc\u30ebB\uff09<\/p>\n \u5409\u5ddd \u53cb\u4e5f \u6c0f<\/span> \u89e3\u91c8\u53ef\u80fd\u306a\u6a5f\u68b0\u5b66\u7fd2 (Interpretable Machine Learning; IML) \u306f\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u51fa\u529b\u306e\u6839\u62e0\u3092\u8aac\u660e\u3059\u308b\u6280\u8853\u3067\u3042\u308a\u3001AI\u30b7\u30b9\u30c6\u30e0\u306e\u900f\u660e\u6027\u304c\u6c42\u3081\u3089\u308c\u308b\u6628\u4eca\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u6280\u8853\u306e\u4e00\u3064\u3068\u306a\u3063\u3066\u3044\u308b\u3002 [ \u7565\u6b74 ] 6\u67089\u65e5 (\u91d1)<\/span>\u300012:00\uff5e13:40\u3000B\u4f1a\u5834\uff08\u30b7\u30d3\u30c3\u30af\u30db\u30fc\u30ebB\uff09<\/p>\n \u77f3\u4e95 \u96c5\u4eba \u6c0f<\/span> \u65e9\u5ddd \u9855\u751f \u6c0f<\/span> \u62e1\u6563\u30e2\u30c7\u30eb\u306f\u751f\u6210\u30e2\u30c7\u30eb\u306e\u4e00\u7a2e\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u304c\u30ce\u30a4\u30ba\u3078\u3068\u5f90\u3005\u306b\u5d29\u58ca\u3057\u3066\u3044\u304f\u300c\u62e1\u6563\u904e\u7a0b\u300d\u3092\u9006\u306b\u305f\u3069\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3059\u308b\u3002\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u306e\u751f\u6210\u306b\u5f37\u3044\u3053\u3068\u304c\u7d4c\u9a13\u7684\u306b\u77e5\u3089\u308c\u3066\u304a\u308a\u3001\u8fd1\u5e74\u3067\u306f\u7279\u306b\u4e0e\u3048\u3089\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u306b\u6cbf\u3063\u305f\u753b\u50cf\u3092\u751f\u6210\u3059\u308btext-to-image\u306e\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u3001\u305d\u306e\u6027\u80fd\u306e\u9ad8\u3055\u306b\u6ce8\u76ee\u304c\u96c6\u307e\u3063\u3066\u3044\u308b\u3002\u672c\u8b1b\u6f14\u3067\u306f\u3001\u307e\u305a\u3001\u591a\u304f\u306e\u62e1\u6563\u30e2\u30c7\u30eb\u306e\u57fa\u790e\u3068\u306a\u3063\u3066\u3044\u308bDenoising Diffusion Probabilistic Models (DDPMs)\u306b\u3064\u3044\u3066\u89e3\u8aac\u3059\u308b\u3002\u305d\u306e\u5f8c\u3001text-to-image\u3092\u59cb\u3081\u3068\u3059\u308b\u6761\u4ef6\u4ed8\u304d\u751f\u6210\u3078\u306e\u62e1\u5f35\u3084\u3001\u52d5\u753b\u30fb3D\u751f\u6210\u306a\u3069\u3092\u542b\u3080\u6700\u65b0\u306e\u5fdc\u7528\u4f8b\u3092\u3054\u7d39\u4ecb\u3059\u308b\u3068\u3068\u3082\u306b\u3001\u30b9\u30b3\u30a2\u30d9\u30fc\u30b9\u751f\u6210\u30e2\u30c7\u30eb\u3068\u306e\u7406\u8ad6\u7684\u306a\u3064\u306a\u304c\u308a\u3068\u305d\u306e\u6d3b\u7528\u306b\u3064\u3044\u3066\u3082\u89e3\u8aac\u3059\u308b\u3002\n<\/p>\n [ \u7565\u6b74 (\u77f3\u4e95 \u96c5\u4eba) ] [ \u7565\u6b74 (\u65e9\u5ddd \u9855\u751f) ] 6\u67088\u65e5 (\u6728)<\/span>\u300015:30\uff5e17:10\u3000B\u4f1a\u5834\uff08\u30b7\u30d3\u30c3\u30af\u30db\u30fc\u30ebB\uff09<\/p>\n \u5ca9\u6fa4 \u6709\u7950 \u6c0f<\/span> 2021\u5e74\u9803\u306b\u767b\u5834\u3057\u305f\u57fa\u76e4\u30e2\u30c7\u30eb (Foundation Model) \u306f\uff0c\u5f93\u6765\u306e\u3088\u3046\u306b\u500b\u5225\u306e\u30bf\u30b9\u30af\u306b\u4ed5\u7acb\u3066\u305f\u30e2\u30c7\u30eb\u3092\u4f5c\u308b\u306e\u3067\u306f\u306a\u304f\uff0c\u5358\u4e00\u306e\u30e2\u30c7\u30eb\u3092\u591a\u69d8\u306a\u5f8c\u7d9a\u30bf\u30b9\u30af\u306b\u9069\u7528\u53ef\u80fd\u3068\u306a\u3063\u3066\u3044\u308b\u6df1\u5c64\u5b66\u7fd2\u306e\u30d1\u30e9\u30c0\u30a4\u30e0\u3092\u8868\u3057\u305f\u8a00\u8449\u3067\u3042\u308b\uff0e\u3053\u306e\u50be\u5411\u304c\u7279\u306b\u9855\u8457\u306a\u306e\u306f\u8a00\u8a9e\uff08GPT-3\uff0cPaLM\u306a\u3069\uff09\u3067\u3042\u308b\u304c\uff0c\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u9818\u57df\u306b\u304a\u3051\u308bImagen\u3084CLIP\uff0c\u5f37\u5316\u5b66\u7fd2\u9818\u57df\u306b\u304a\u3051\u308bGato\uff0cRT-1\u306a\u3069\u591a\u69d8\u306a\u9818\u57df\u3067\u540c\u69d8\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u53d6\u3063\u305f\u7814\u7a76\u304c\u884c\u308f\u308c\u3066\u3044\u308b\uff0e\u57fa\u76e4\u30e2\u30c7\u30eb\u306f\u4e00\u822c\u306b\u30c7\u30fc\u30bf\u30fb\u30e2\u30c7\u30eb\u4e21\u9762\u306e\u30b9\u30b1\u30fc\u30eb\u3068\u540c\u6642\u306b\u8aac\u660e\u3055\u308c\u308b\u3053\u3068\u3082\u591a\u304f\uff0c\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u30fb\u8a08\u7b97\u91cf\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30ba\u3068\u6027\u80fd\u306e\u95a2\u4fc2\u306b\u95a2\u3059\u308b\u7d4c\u9a13\u5247\uff08Scaling Law\uff09\u3084\uff0c\u30e2\u30c7\u30eb\u898f\u6a21\u304c\u62e1\u5927\u3057\u305f\u969b\u306b\u306e\u307f\u767a\u73fe\u3059\u308b\u80fd\u529b (Emergent Law) \u306e\u5b58\u5728\u306a\u3069\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u308b\uff0e\u672c\u8b1b\u6f14\u3067\u306f\u3053\u308c\u3089\u306e\u6280\u8853\u7684\u306a\u52d5\u5411\u306b\u3064\u3044\u3066\u6982\u89b3\u3057\uff0c\u4eca\u5f8c\u306e\u5c55\u671b\u306b\u3064\u3044\u3066\u8ff0\u3079\u308b\uff0e\n<\/p>\n [ \u7565\u6b74 ] \u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u8b1b\u6f141 6\u67087\u65e5 (\u6c34)\u300015:30\uff5e17:10\u3000B\u4f1a\u5834\uff08\u30b7\u30d3\u30c3\u30af\u30db\u30fc\u30ebB\uff09 \u300cAI\u306b\u304a\u3051\u308b\u30c8\u30e9\u30b9\u30c8\u300d \u4e2d\u5ddd \u88d5\u5fd7 \u6c0f(\u7406\u5316\u5b66\u7814\u7a76\u6240\u30fb\u9769\u65b0\u77e5\u80fd\u7d71\u5408\u7814\u7a76\u30bb\u30f3\u30bf\u30fc\u30fb\u30c1\u30fc\u30e0\u30ea\u30fc\u30c0\u30fc \/ \u6771\u4eac\u5927\u5b66\u30fb\u540d\u8a89\u6559\u6388) AI […]<\/p>\n","protected":false},"author":34,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/www.ai-gakkai.or.jp\/jsai2023\/wp-json\/wp\/v2\/pages\/387"}],"collection":[{"href":"https:\/\/www.ai-gakkai.or.jp\/jsai2023\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.ai-gakkai.or.jp\/jsai2023\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.ai-gakkai.or.jp\/jsai2023\/wp-json\/wp\/v2\/users\/34"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ai-gakkai.or.jp\/jsai2023\/wp-json\/wp\/v2\/comments?post=387"}],"version-history":[{"count":7,"href":"https:\/\/www.ai-gakkai.or.jp\/jsai2023\/wp-json\/wp\/v2\/pages\/387\/revisions"}],"predecessor-version":[{"id":590,"href":"https:\/\/www.ai-gakkai.or.jp\/jsai2023\/wp-json\/wp\/v2\/pages\/387\/revisions\/590"}],"wp:attachment":[{"href":"https:\/\/www.ai-gakkai.or.jp\/jsai2023\/wp-json\/wp\/v2\/media?parent=387"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
(\u7406\u5316\u5b66\u7814\u7a76\u6240\u30fb\u9769\u65b0\u77e5\u80fd\u7d71\u5408\u7814\u7a76\u30bb\u30f3\u30bf\u30fc\u30fb\u30c1\u30fc\u30e0\u30ea\u30fc\u30c0\u30fc \/ \u6771\u4eac\u5927\u5b66\u30fb\u540d\u8a89\u6559\u6388)<\/p>\n<\/div>\n
\n1975\u5e74\u3000\u6771\u4eac\u5927\u5b66\u30fb\u5de5\u5b66\u90e8\u5352\u696d\uff0e1980\u5e74\u3000\u6771\u4eac\u5927\u5b66\u30fb\u5927\u5b66\u9662\u4fee\u4e86\uff08\u5de5\u5b66\u535a\u58eb\uff09\uff0e
\n1980\u5e74\uff5e1999\u5e74\u3000\u6a2a\u6d5c\u56fd\u7acb\u5927\u5b66\u30fb\u5de5\u5b66\u90e8\uff0e 1999\u5e74\uff5e2018\u5e74\u3000\u6771\u4eac\u5927\u5b66\u30fb\u60c5\u5831\u57fa\u76e4\u30bb\u30f3\u30bf\u30fc\u6559\u6388\uff0e
\n2017\u5e74\uff5e\u73fe\u5728\u3000\u7406\u5316\u5b66\u7814\u7a76\u6240\u30fb\u9769\u65b0\u77e5\u80fd\u7d71\u5408\u7814\u7a76\u30bb\u30f3\u30bf\u30fc\u30fb\u30c1\u30fc\u30e0\u30ea\u30fc\u30c0\u30fc\uff0e\u3000\u6771\u4eac\u5927\u5b66\u30fb\u540d\u8a89\u6559\u6388.\n<\/p>\n\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u8b1b\u6f142<\/h3>\n
\u300c\u30c7\u30b8\u30bf\u30eb\u4eba\u6587\u5b66\u3068AI\uff1a\u4eba\u9593\u6587\u5316\u306e\u56fa\u6709\u6027\u30fb\u5171\u901a\u6027\u30fb\u504f\u308a\u3068\u5411\u304d\u5408\u3046\u300d<\/span><\/h4>\n
<\/p>\n
(\u6771\u4eac\u5927\u5b66\u5927\u5b66\u9662\u4eba\u6587\u793e\u4f1a\u7cfb\u7814\u7a76\u79d1\u51c6\u6559\u6388)<\/p>\n<\/div>\n
\n\u30c7\u30b8\u30bf\u30eb\u4eba\u6587\u5b66\u3067\u306f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5206\u6790\u3084\u77e5\u8b58\u8868\u73fe\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u305f\u6587\u5b57\u8a8d\u8b58\u306a\u3069\u3001\u5f93\u6765\u306e\u7814\u7a76\u3092\u52b9\u7387\u5316\u3059\u308b\u624b\u6bb5\u3068\u3057\u3066AI\u6280\u8853\u304c\u7528\u3044\u3089\u308c\u308b\u4e00\u65b9\u3001\u4eca\u5f8c\u306f\u57fa\u76e4\u30e2\u30c7\u30eb\u304c\u751f\u6210\u3059\u308b\u30c6\u30ad\u30b9\u30c8\u3084\u753b\u50cf\u3092\u4eba\u9593\u6587\u5316\u306b\u3069\u3046\u4f4d\u7f6e\u3065\u3051\u308b\u306e\u304b\u3001\u3042\u308b\u3044\u306f\u793e\u4f1a\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u306eAI\u6280\u8853\u3092\u4f5c\u308a\u51fa\u3059\u4eba\u3005\u306e\u610f\u5fd7\u3084\u8981\u6c42\u3092\u3069\u306e\u3088\u3046\u306b\u7406\u89e3\u3059\u308b\u304b\u306a\u3069\u3001\u4eba\u6587\u5b66\u306e\u7814\u7a76\u5bfe\u8c61\u3068\u3057\u3066\u6271\u3046\u5fc5\u8981\u6027\u304c\u751f\u3058\u3066\u3044\u308b\u3002
\n\u672c\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u30c7\u30b8\u30bf\u30eb\u4eba\u6587\u5b66\u306e\u73fe\u72b6\u3092\u7d39\u4ecb\u3059\u308b\u3068\u3068\u3082\u306b\u3001\u4eba\u5de5\u77e5\u80fd\u5b66\u4f1a\u3092\u4e2d\u5fc3\u3068\u3059\u308b\u7814\u7a76\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068\u306e\u9023\u643a\u30fb\u5354\u50cd\u306e\u53ef\u80fd\u6027\u306b\u3064\u3044\u3066\u8b70\u8ad6\u3059\u308b\u3002\n<\/p>\n
\n2005\u5e74\u7dcf\u5408\u7814\u7a76\u5927\u5b66\u9662\u5927\u5b66\u8907\u5408\u79d1\u5b66\u7814\u7a76\u79d1\u535a\u58eb\u5f8c\u671f\u8ab2\u7a0b\u4fee\u4e86\u3002\u535a\u58eb\uff08\u60c5\u5831\u5b66\uff09\u3002\u540c\u5e74\u56fd\u7acb\u60c5\u5831\u5b66\u7814\u7a76\u6240\u52a9\u624b\u30012007\u5e74\u540c\u52a9\u6559\u30012009\u5e74\u540c\u51c6\u6559\u6388\u3092\u7d4c\u3066\u30012019\u5e74\u6771\u4eac\u5927\u5b66\u5927\u5b66\u9662\u4eba\u6587\u793e\u4f1a\u7cfb\u7814\u7a76\u79d1\u51c6\u6559\u6388\u3001\u73fe\u5728\u306b\u81f3\u308b\u3002\u30a6\u30a7\u30d6\u60c5\u5831\u5b66\u3001\u4eba\u6587\u60c5\u5831\u5b66\u3001\u5b66\u8853\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5bfe\u8c61\u3068\u3057\u305f\u7814\u7a76\u958b\u767a\u306b\u643a\u308f\u308b\u30022004\u5e74\u60c5\u5831\u51e6\u7406\u63a8\u9032\u6a5f\u69cb\u300c\u672a\u8e0f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u5275\u9020\u4e8b\u696d\u300d\u30b9\u30fc\u30d1\u30fc\u30af\u30ea\u30a8\u30fc\u30bf\u8a8d\u5b9a\u30022020\u5e74\u300c\u5b66\u8853\u60c5\u5831\u30b5\u30fc\u30d3\u30b9\u57fa\u76e4CiNii\u306e\u958b\u767a\u300d\u306b\u3088\u308a\u6587\u90e8\u79d1\u5b66\u5927\u81e3\u8868\u5f70\u30fb\u79d1\u5b66\u6280\u8853\u8cde\uff08\u958b\u767a\u90e8\u9580\uff09\u53d7\u8cde\u3002\u8457\u66f8\u306b\u300e\u30a6\u30a7\u30d6\u304c\u308f\u304b\u308b\u672c\u300f\uff08\u5ca9\u6ce2\u66f8\u5e97\uff09\u3001\u300e\u30a6\u30a7\u30d6\u3089\u3057\u3055\u3092\u8003\u3048\u308b\u672c\u300f\uff08\u4e38\u5584\u51fa\u7248\uff09\u304c\u3042\u308b\u3002\n<\/p>\n\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u8b1b\u6f143<\/h3>\n
\u300c\u89e3\u91c8\u53ef\u80fd\u306a\u6a5f\u68b0\u5b66\u7fd2\u300d<\/span><\/h4>\n
<\/p>\n
(\u5343\u8449\u5de5\u696d\u5927\u5b66 \u4eba\u5de5\u77e5\u80fd\u30fb\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u6280\u8853\u7814\u7a76\u30bb\u30f3\u30bf\u30fc \u4e0a\u5e2d\u7814\u7a76\u54e1)<\/p>\n<\/div>\n
\n\u307e\u305fIML\u306f\u30e2\u30c7\u30eb\u3084\u8a13\u7df4\u30c7\u30fc\u30bf\u306e\u30c7\u30d0\u30c3\u30b0\u3001\u30c7\u30fc\u30bf\u5206\u6790\u7b49\u3001\u7814\u7a76\u958b\u767a\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u9053\u5177\u3068\u3057\u3066\u3082\u6709\u7528\u3067\u3042\u308b\u3002
\n\u672c\u8b1b\u6f14\u3067\u306f\u3001IML\u306e\u4ee3\u8868\u7684\u306a\u624b\u6cd5\u3092\u89e3\u8aac\u3059\u308b\u3068\u3068\u3082\u306b\u3001\u6700\u8fd1\u306e\u7814\u7a76\u52d5\u5411\u306b\u3064\u3044\u3066\u3082\u7d39\u4ecb\u3059\u308b\u3002\n<\/p>\n
\n2015\u5e74 \u5948\u826f\u5148\u7aef\u79d1\u5b66\u6280\u8853\u5927\u5b66\u9662\u5927\u5b66 \u60c5\u5831\u79d1\u5b66\u7814\u7a76\u79d1 \u535a\u58eb\u5f8c\u671f\u8ab2\u7a0b\u4fee\u4e86\u3002\u535a\u58eb\uff08\u5de5\u5b66\uff09\u3002
\n2015\u5e74 \u5343\u8449\u5de5\u696d\u5927\u5b66 \u4eba\u5de5\u77e5\u80fd\u30fb\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u6280\u8853\u7814\u7a76\u30bb\u30f3\u30bf\u30fc \u4e3b\u4efb\u7814\u7a76\u54e1\u3002
\n2023\u5e74 \u5343\u8449\u5de5\u696d\u5927\u5b66 \u4eba\u5de5\u77e5\u80fd\u30fb\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u6280\u8853\u7814\u7a76\u30bb\u30f3\u30bf\u30fc \u4e0a\u5e2d\u7814\u7a76\u54e1\u3002\u73fe\u5728\u306b\u81f3\u308b\u3002
\n\u89e3\u91c8\u53ef\u80fd\u306a\u6a5f\u68b0\u5b66\u7fd2\u3084\u52d5\u753b\u8a8d\u8b58\u3092\u4e2d\u5fc3\u306b\u3001\u6a5f\u68b0\u5b66\u7fd2\u3084\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d3\u30b8\u30e7\u30f3\u306e\u7814\u7a76\u306b\u5f93\u4e8b\u3002\n<\/p>\n\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u8b1b\u6f144<\/h3>\n
\u300c\u62e1\u6563\u30e2\u30c7\u30eb\u306b\u3088\u308b\u753b\u50cf\u751f\u6210\u306e\u57fa\u790e\u3068\u6700\u65b0\u7814\u7a76\u52d5\u5411\u300d<\/span><\/h4>\n
<\/p>\n
(\u682a\u5f0f\u4f1a\u793e\u30bd\u30cb\u30fc\u30ea\u30b5\u30fc\u30c1)<\/p>\n<\/div>\n<\/p>\n
(\u682a\u5f0f\u4f1a\u793e\u30bd\u30cb\u30fc\u30ea\u30b5\u30fc\u30c1)<\/p>\n<\/div>\n
\n2010\u5e74 \u6771\u4eac\u5927\u5b66\u5927\u5b66\u9662 \u4fee\u58eb\u8ab2\u7a0b\u4fee\u4e86\u3002\u535a\u58eb\uff08\u60c5\u5831\u7406\u5de5\u5b66\uff09\u30022010\uff5e2019\u5e74 NEC\u4e2d\u592e\u7814\u7a76\u6240 \u7814\u7a76\u54e1\u30012017\uff5e2019\u5e74 \u7406\u7814AIP \u5ba2\u54e1\u7814\u7a76\u54e1\u30012019\u5e74 \u30bd\u30cb\u30fc\u30b0\u30eb\u30fc\u30d7\u682a\u5f0f\u4f1a\u793e\u5165\u793e\u30012023\u5e74\u3088\u308a\u682a\u5f0f\u4f1a\u793e\u30bd\u30cb\u30fc\u30ea\u30b5\u30fc\u30c1\u306b\u51fa\u5411\u3001\u73fe\u5728\u306b\u81f3\u308b\u3002\u4e00\u8cab\u3057\u3066\u753b\u50cf\u5411\u3051\u306e\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u7814\u7a76\u958b\u767a\u306b\u5f93\u4e8b\u3002\u7b2c\uff13\u56de\u6280\u8853\u7d4c\u55b6\u30fb\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u8cde \u6587\u90e8\u79d1\u5b66\u5927\u81e3\u8cde\u3001MIRU2016 \u9577\u5c3e\u8cde\u3001MIRU2017 \u512a\u79c0\u8cde\u53d7\u8cde\u3002<\/p>\n
\n2016\u5e74 \u6771\u4eac\u5927\u5b66 \u5de5\u5b66\u90e8 \u6a5f\u68b0\u60c5\u5831\u5de5\u5b66\u79d1 \u5352\u696d
\n2018\u5e74 \u540c\u5927\u5b66\u5927\u5b66\u9662 \u60c5\u5831\u7406\u5de5\u5b66\u7cfb\u7814\u7a76\u79d1 \u77e5\u80fd\u6a5f\u68b0\u60c5\u5831\u5b66\u5c02\u653b \u4fee\u58eb\u8ab2\u7a0b\u4fee\u4e86
\n2018\u5e74 \u30bd\u30cb\u30fc\u682a\u5f0f\u4f1a\u793e (\u73fe\u30bd\u30cb\u30fc\u30b0\u30eb\u30fc\u30d7\u682a\u5f0f\u4f1a\u793e)\u5165\u793e
\n2023\u5e74 \u682a\u5f0f\u4f1a\u793e\u30bd\u30cb\u30fc\u30ea\u30b5\u30fc\u30c1\u306b\u51fa\u5411 \u73fe\u5728\u306b\u81f3\u308b
\n\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5927\u898f\u6a21\u5206\u6563\u5b66\u7fd2\u3084\u753b\u50cf\u751f\u6210\u30e2\u30c7\u30eb\u306b\u95a2\u3059\u308b\u7814\u7a76\u958b\u767a\u306b\u5f93\u4e8b\u3002
\n\u60c5\u5831\u51e6\u7406\u63a8\u9032\u6a5f\u69cb(IPA) \u672a\u8e0fIT\u4eba\u6750\u767a\u6398\u30fb\u80b2\u6210\u4e8b\u696d\u63a1\u629e (2017\u5e74\u5ea6) <\/p>\n\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u8b1b\u6f145<\/h3>\n
\u300c\u57fa\u76e4\u30e2\u30c7\u30eb\u306e\u6280\u8853\u3068\u5c55\u671b\u300d<\/span><\/h4>\n
<\/p>\n
(\u6771\u4eac\u5927\u5b66\u677e\u5c3e\u7814\u7a76\u5ba4 \u8b1b\u5e2b)<\/p>\n<\/div>\n
\n2014\u5e74 \u4e0a\u667a\u5927\u5b66\u7406\u5de5\u5b66\u7814\u7a76\u79d1\u7406\u5de5\u5b66\u5c02\u653b\u60c5\u5831\u5b66\u9818\u57df\u3092\u4fee\u4e86
\n2017\u5e74 \u6771\u4eac\u5927\u5b66\u5de5\u5b66\u7cfb\u7814\u7a76\u79d1\u6280\u8853\u7d4c\u55b6\u6226\u7565\u5b66\u5c02\u653b\u535a\u58eb\u5f8c\u671f\u8ab2\u7a0b\u3092\u4fee\u4e86\uff08\u5b66\u8853\u632f\u8208\u4f1a\u7279\u5225\u7814\u7a76\u54e1DC1\uff09
\n2017\u5e74\u3088\u308a\u3001\u6771\u4eac\u5927\u5b66\u677e\u5c3e\u7814\u7a76\u5ba4 \u7279\u4efb\u7814\u7a76\u54e1\u3001\u7279\u4efb\u52a9\u6559\u3001\u7279\u4efb\u8b1b\u5e2b\u3092\u7d4c\u30662022\u5e744\u6708\u3088\u308a\u8b1b\u5e2b\u3002\u6df1\u5c64\u8868\u73fe\u5b66\u7fd2\u6280\u8853\u306e\u7814\u7a76\u958b\u767a\u3001\u8b1b\u7fa9\u306a\u3069\u306b\u5f93\u4e8b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"