{"id":40844,"date":"2022-04-18T02:21:04","date_gmt":"2022-04-18T01:21:04","guid":{"rendered":"https:\/\/developer.kore.ai\/v10-1\/?p=40844"},"modified":"2022-04-18T02:21:27","modified_gmt":"2022-04-18T01:21:27","slug":"optimizing-bots","status":"publish","type":"post","link":"https:\/\/developer.kore.ai\/v10-1\/docs\/bots\/nlp\/optimizing-bots\/?lang=ko","title":{"rendered":"\ubd07 \uc131\ub2a5 \ud5a5\uc0c1 &#8211; NLP \ucd5c\uc801\ud654"},"content":{"rendered":"<section class=\"l-section wpb_row height_auto\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row type_default valign_top\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<p>\uc9c0\uc18d\uc801\uc73c\ub85c \uc0ac\uc6a9\uc790\ub97c \uc774\ud574\ud558\uace0 \uc0c1\ud638\uc791\uc6a9\ud558\ub294 \ucc57\ubd07\uc758 \ub2a5\ub825\uc740 \ub300\ud654\ub97c \uc9c0\uc6d0\ud558\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc758 \ud0c4\ud0c4\ud568\uc5d0 \uc88c\uc6b0\ub429\ub2c8\ub2e4. Kore.ai\uc758 \ud50c\ub7ab\ud3fc\uc740 \uae30\ucd08 \uc758\ubbf8\uc640 \uae30\uacc4 \ud559\uc2b5 \uc5d4\uc9c4\uc744 \uacb0\ud569\ud558\uc5ec \uc0ac\uc804 \ud559\uc2b5 \uc5c6\uc774\ub3c4 \ub300\ud654 \uc815\ud655\ub3c4\ub97c \uadf9\ub300\ud654\ud558\ub294 \ub3c5\ud2b9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uc804\ub7b5\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. Kore.ai \ud50c\ub7ab\ud3fc\uc5d0 \uad6c\ucd95\ub41c \ubd07\uc740 \ub2e4\uc911 \ubb38\uc7a5 \uba54\uc2dc\uc9c0, \ub2e4\uc911 \uc758\ub3c4, \uc0ac\uc6a9\uc790\uac00 \ub9cc\ub4e0 \ubb38\ub9e5 \ucc38\uc870, \ud328\ud134 \ubc0f \uad00\uc6a9\uad6c \ubb38\uc7a5 \ub4f1\uc744 \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/multisite.korebots.com\/uncategorised-ko-2\/nlp-guide\/?lang=ko\" target=\"_blank\" rel=\"noopener noreferrer\">\uac1c\uc694\ub294 \uc5ec\uae30\ub97c \ucc38\uc870\ud558\uc138\uc694<\/a>. NL \uc5d4\uc9c4\uc740 \uad11\ubc94\uc704\ud55c \uc5d4\ud2f0\ud2f0\uc5d0 \ub300\ud55c \uc778\uc2dd\uc744 \uc9c0\uc6d0\ud558\uace0 \ucd94\uac00 \ud328\ud134\uc73c\ub85c \ubd07\uc758 \uc5b8\uc5b4 \uc774\ud574\ub97c \ucd94\uac00\ub85c \uc0ac\uc6a9\uc790 \uc815\uc758\ud558\ub294 \ub370 \ud544\uc694\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<h2><span class=\"ez-toc-section\" id=\"i\">\ubd07 \ucd5c\uc801\ud654\ud558\uae30<\/span><\/h2>\n<p>\ubd07\uc774 NLP\uc5d0 \ucd5c\uc801\ud654\ub418\uc5b4 \uc788\ub294\uc9c0 \ud655\uc778\ud558\uae30 \uc704\ud574, \ubd07\uc5d0 \uc0ac\uc6a9\ud55c \uc774\ub984\uacfc \uc6a9\uc5b4\ub97c \uc815\uc758\ud558\uace0 \uad6c\uccb4\ud654\ud558\uc5ec NLP \uc778\ud130\ud504\ub9ac\ud130\uc758 \uc815\ud655\ub3c4\uc640 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ucf1c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc801\ud569\ud55c \ubd07 \uc791\uc5c5\uc744 \uc778\uc2dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc791\uc5c5 \uc218\uc900\uc5d0\uc11c \ub3d9\uc758\uc5b4\ub97c \uc815\uc758\ud55c \ub2e4\uc74c, \ub3d9\uc758\uc5b4\ub97c \uad00\ub9ac \ubc0f \uad6c\uccb4\ud654\ud558\uace0 \ubd07 \uc218\uc900\uc5d0\uc11c \ud14c\uc2a4\ud2b8\ud569\ub2c8\ub2e4. \ubd07 \ubc0f \ubd07 \uc791\uc5c5 \ucd5c\uc801\ud654\ub97c \uc2dc\uc791\ud558\ub824\uba74, <strong>\uc790\uc5f0\uc5b4<\/strong> \uc635\uc158\uc5d0 \uc561\uc138\uc2a4\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc635\uc158\uc740 \ud3b8\uc758\ub97c \uc704\ud574 \ub2e4\uc591\ud55c \uc81c\ubaa9\uc73c\ub85c \ubd84\ub958\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\ud559\uc2b5<\/strong> &#8211; \ud559\uc2b5 \uc139\uc158\uc5d0\uc11c NLP \uc778\ud130\ud504\ub9ac\ud130\uac00 \ubd07\uc758 \uc0ac\uc6a9\uc790 \uc785\ub825\uc744 \uc778\uc2dd\ud558\uace0 \uc751\ub2f5\ud558\ub294 \ubc29\ubc95\uc744 \uc815\uc758\ud55c \ub2e4\uc74c \uc62c\ubc14\ub978 \uc0ac\uc6a9\uc790 \uc758\ub3c4\ub97c \uc778\uc2dd\ud558\ub3c4\ub85d \uc778\ud130\ud504\ub9ac\ud130\ub97c \ud559\uc2b5\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n<ul>\n<li><strong>\uae30\uacc4 \ud559\uc2b5 \ubc1c\ud654<\/strong> &#8211; \uae30\uacc4 \ud559\uc2b5\uc744 \ud1b5\ud574, \uc0ac\uc6a9\uc790\uac00 \uc561\uc138\uc2a4\ud558\ub824\ub294 \uc758\ub3c4\ub41c \uc791\uc5c5\uc778 \uc0ac\uc6a9\uc790 \uc758\ub3c4\uc5d0 \ub300\ud55c \ub354 \ub098\uc740 \uc778\uc2dd\uacfc \uc2dc\uc2a4\ud15c \uc131\ub2a5\uc744 \uc704\ud558\uc5ec \uc0ac\uc6a9\uc790 \ubc1c\ud654\uc758 \ubd07 \uc778\uc2dd\uc744 \ud5a5\uc0c1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\ub3d9\uc758\uc5b4 \ubc0f <strong>\uac1c\ub150<\/strong> &#8211; \ub3d9\uc758\uc5b4 \uc139\uc158\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc81c\uacf5\ud55c \uc62c\ubc14\ub978 \uc758\ub3c4\uc640 \uc5d4\ud2f0\ud2f0\ub97c \uc778\uc2dd\ud560 \ub54c NLP \uc778\ud130\ud504\ub9ac\ud130 \uc815\ud655\ub3c4\ub97c \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\ud328\ud134 \ubc0f \uaddc\uce59<\/strong> &#8211; \ud328\ud134 \uc139\uc158\uc5d0\uc11c \uc758\ub3c4 \ubc0f \uc5d4\ud2f0\ud2f0\uc5d0 \ub300\ud55c \uc18d\uc5b4, \uc740\uc720 \ub610\ub294 \uae30\ud0c0 \uad00\uc6a9\uc801 \ud45c\ud604\uc744 \uc815\uc758\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\uc784\uacd7\uac12 \ubc0f \uc124\uc815<\/strong> &#8211; \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \ucd5c\uc18c \uc778\uc2dd \uc791\uc5c5\uc5d0 \ud544\uc694\ud55c \uc778\uc2dd \uc2e0\ub8b0 \uc218\uc900, \uc0ac\uc6a9\uc790\uac00 \uc77c\uce58 \ubaa9\ub85d\uc5d0\uc11c \uc120\ud0dd\ud558\ub3c4\ub85d \uc694\uccad\ud558\ub294 \uc2e0\ub8b0 \ubc94\uc704, \uc9c0\uc2dd \uadf8\ub798\ud504\uc758 \uae0d\uc815 \uc77c\uce58\uc5d0 \ub300\ud55c \uc778\uc2dd \uc2e0\ub8b0 \uc218\uc900\uc744 \uc815\uc758\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uc0ac\uc6a9\uc790 \ubc1c\ud654 \ubc0f \ub124\uac70\ud2f0\ube0c \uc758\ub3c4 \ud328\ud134\uc744 \uc704\ud574 \uc790\ub3d9 \ud559\uc2b5 \uc124\uc815\uacfc \uac19\uc740 <strong>\uace0\uae09 \uc124\uc815<\/strong>\uc744 \uc218\uc815\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p><a ref=\"magnificPopup\" href=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210617121510\/NL-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-27787\" src=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210617121510\/NL-1.png\" alt=\"\" width=\"218\" height=\"520\" srcset=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210617121510\/NL-1.png 218w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210617121510\/NL-1-126x300.png 126w\" sizes=\"auto, (max-width: 218px) 100vw, 218px\" \/><\/a><\/p>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<p>\ub2e4\uc74c\uc744 \ud1b5\ud574 \ubd07 \ucd5c\uc801\ud654\ub97c \uc2dc\uc791\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li>ML \uc5d4\uc9c4 \uc0ac\uc6a9\uc790 \uc815\uc758\ud558\uae30, <a href=\"\/?p=17928\">\uc790\uc138\ud55c \ub0b4\uc6a9\uc740 \uc5ec\uae30\ub97c \ucc38\uc870\ud558\uc138\uc694<\/a><\/li>\n<li>KG \uc5d4\uc9c4 \uc0ac\uc6a9\uc790 \uc815\uc758\ud558\uae30, <a href=\"\/?p=18124\">\uc790\uc138\ud55c \ub0b4\uc6a9\uc740 \uc5ec\uae30\ub97c \ucc38\uc870\ud558\uc138\uc694<\/a><\/li>\n<li>FM \uc5d4\uc9c4 \uc0ac\uc6a9\uc790 \uc815\uc758\ud558\uae30, <a href=\"\/?p=18123\">\uc790\uc138\ud55c \ub0b4\uc6a9\uc740 \uc5ec\uae30\ub97c \ucc38\uc870\ud558\uc138\uc694<\/a><\/li>\n<li>\ud2b9\uc131 \uc5d4\uc9c4 \uc0ac\uc6a9\uc790 \uc815\uc758\ud558\uae30, <a href=\"\/?p=20055\">\uc790\uc138\ud55c \ub0b4\uc6a9\uc740 \uc5ec\uae30\ub97c \ucc38\uc870\ud558\uc138\uc694<\/a><\/li>\n<li>R&amp;R \uc5d4\uc9c4 \uc0ac\uc6a9\uc790 \uc815\uc758\ud558\uae30, <a href=\"\/?p=18149\">\uc790\uc138\ud55c \ub0b4\uc6a9\uc740 \uc5ec\uae30\ub97c \ucc38\uc870\ud558\uc138\uc694<\/a><\/li>\n<\/ul>\n<p>\uc774 \ubb38\uc11c\uc758 \ub098\uba38\uc9c0 \ubd80\ubd84\uc5d0\uc11c\ub294 NLP \ucc98\ub9ac\uc758 \ub2e4\uc591\ud55c \uce21\uba74\uacfc \uadf8 \uc548\uc758 \ub2e4\uc591\ud55c \uc5d4\uc9c4\uc5d0 \ub300\ud55c \uc2ec\uce35\uc801\uc778 \uc774\ud574\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<h2><span class=\"ez-toc-section\" id=\"NLP\"><span style=\"font-weight: 400\">NLP \ud559\uc2b5<\/span><\/span><\/h2>\n<p><span style=\"font-weight: 400\">\ud615\ud0dc\ub860\uc740 NLP\uc758 \uae30\ubcf8 \uc6d0\ub9ac\uc785\ub2c8\ub2e4. \ud615\ud0dc\ub860\uc740 \ub2e8\uc5b4, \ub2e8\uc5b4\uac00 \uc5b4\ub5bb\uac8c \ud615\uc131\ub418\ub294\uc9c0, \uac19\uc740 \uc5b8\uc5b4\uc5d0\uc11c \ub2e4\ub978 \ub2e8\uc5b4\ub4e4\uacfc\uc758 \uad00\uacc4\ub97c \uc5f0\uad6c\ud558\ub294 \ud559\ubb38\uc785\ub2c8\ub2e4. \ub2e8\uc5b4\uc758 \uad6c\uc870\uc640 \uc5b4\uac04, \uc5b4\uadfc, \uc811\ub450\uc0ac, \uc811\ubbf8\uc0ac\uc640 \uac19\uc740 \ub2e8\uc5b4\uc758 \uc77c\ubd80\ub97c \ubd84\uc11d\ud569\ub2c8\ub2e4. \ub610\ud55c, \ud615\ud0dc\ub860\uc740 \ud488\uc0ac, \uc5b5\uc591, \uac15\uc138\ub97c \uc0b4\ud3b4\ubcf4\uace0 \ubb38\ub9e5\uc774 \ub2e8\uc5b4\uc758 \ubc1c\uc74c\uacfc \uc758\ubbf8\ub97c \uc5b4\ub5bb\uac8c \ubc14\uafc0 \uc218 \uc788\ub294\uc9c0\ub3c4 \uc0b4\ud3b4\ubd05\ub2c8\ub2e4.<\/span> <span style=\"font-weight: 400\">\uc774\ub97c \uae30\ubc18\uc73c\ub85c, \uc0ac\uc6a9\uc790 \ubc1c\ud654\ub294 \uc5d4\ud2f0\ud2f0 \ucd94\ucd9c \ubc0f \uc758\ub3c4 \ud0d0\uc9c0\ub97c \uc2dc\ub3c4\ud558\uae30 \uc804\uc5d0 \ub2e4\uc74c\uacfc \uac19\uc740 \uc804\ucc98\ub9ac\ub97c \uac70\uce69\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\"><strong>\ud1a0\ud070\ud654<\/strong> &ndash; \ubc1c\ud654\ub97c \ubb38\uc7a5\uc73c\ub85c \ubd84\ud560(\ubb38\uc7a5 \ud1a0\ud070\ud654)\ud558\uace0 \ubb38\uc7a5\uc744 \ub2e8\uc5b4\ub85c \ubd84\ud560\ud569\ub2c8\ub2e4. Kore.ai\ub294 \uc601\uc5b4\uc758 \uacbd\uc6b0 TreeBank Tokenizer\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc5b8\uc5b4\ub9c8\ub2e4 \uace0\uc720\ud55c tokenizer\uac00 \uc788\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\"><strong>toLower()<\/strong> &ndash; \ubaa8\ub4e0 \ud14d\uc2a4\ud2b8\ub97c \uc18c\ubb38\uc790\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4(\ub2e8\uc5b4\uc758 \uc758\ubbf8\uac00 \ub300\uc18c\ubb38\uc790\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \ub3c5\uc77c\uc5b4\uc5d0\uc11c\ub294 \uc218\ud589\ub418\uc9c0 \uc54a\uc74c). \uc774 \ud504\ub85c\uc138\uc2a4\ub294 ML\uacfc KG \uc5d4\uc9c4\uc5d0\uc11c\ub9cc \uc218\ud589\ub429\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\"><strong>\ubd88\uc6a9\uc5b4 \uc81c\uac70<\/strong> &ndash; \uc5b8\uc5b4\ub9c8\ub2e4 \uac1c\ubc1c\uc790\uac00 \ud3b8\uc9d1\ud560 \uc218 \uc788\ub294 \uace0\uc720\ud55c \ubd88\uc6a9\uc5b4 \uc138\ud2b8\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ud559\uc2b5 \ud5a5\uc0c1\uc5d0 \ub3c4\uc6c0\uc774 \ub418\uc9c0 \uc54a\ub294 \ub2e8\uc5b4\ub97c \uc81c\uac70\ud569\ub2c8\ub2e4. \uc774 \ud504\ub85c\uc138\uc2a4\ub294 NL\uacfc KG \uc5d4\uc9c4\uc5d0\uc11c\ub9cc \uc218\ud589\ub429\ub2c8\ub2e4. \uc774 \uc124\uc815\uc740 \uc120\ud0dd \uc0ac\ud56d\uc774\uba70, \uae30\ubcf8\uc801\uc73c\ub85c \ube44\ud65c\uc131\ud654\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\"><strong>\ud45c\uc81c\uc5b4 \ucd94\ucd9c \ub610\ub294 \uc5b4\uac04 \ucd94\ucd9c<\/strong>(\uc5b8\uc5b4\ubcc4)&nbsp;<\/span>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\"><strong>\uc5b4\uac04 \ucd94\ucd9c<\/strong> &ndash; &ldquo;Working&rdquo;-&gt;&rdquo; work&rdquo;, &ldquo;Running&rdquo;-&gt;&rdquo; Run&rdquo;, &ldquo;housing&rdquo;-&gt;&rdquo;hous&rdquo;\uc640 \uac19\uc740 \ub2e8\uc5b4\uc758 \uc5b4\uac04\uc744 \uc720\uc9c0\ud569\ub2c8\ub2e4. \uae30\ubcf8\uc801\uc73c\ub85c \ub2e8\uc5b4\ub97c \uc798\ub77c\ub0c5\ub2c8\ub2e4. \ucd9c\ub825 \ub2e8\uc5b4\ub294 \uc720\ud6a8\ud55c \uc5b8\uc5b4 \ub2e8\uc5b4\uac00 \uc544\ub2d0 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\"><strong>\ud45c\uc81c\uc5b4 \ucd94\ucd9c<\/strong> &ndash; \uc0ac\uc804\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub2e8\uc5b4\ub97c \uae30\ubcf8\ud615\uc73c\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4. \uc55e\uc758 \uc608\uc640 \uac19\uc774, &ldquo;Working&rdquo;-&gt;&rdquo; work&rdquo;, &ldquo;Running&rdquo;-&gt;&rdquo; Run&rdquo; however, &ldquo;housing&rdquo;-&gt;&rdquo; house&rdquo;.&nbsp;<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\"><strong>N-\uadf8\ub7a8<\/strong> &ndash; \ub3d9\uc2dc \ucd9c\ud604 \ub2e8\uc5b4\ub97c \uacb0\ud569\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc608: &ldquo;New York City&rdquo; \ubc0f &ldquo;Internet Explorer&rdquo;. \uac01 \ub2e8\uc5b4\uc5d0\ub294 \uace0\uc720\ud55c \uc758\ubbf8\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098, \uccab \ubc88\uc9f8 \uacbd\uc6b0\uc5d0 tri-gram\uc744 \uc0ac\uc6a9\ud558\uace0 \ub450 \ubc88\uc9f8 \uacbd\uc6b0\uc5d0 bi-gram\uc744 \uc0ac\uc6a9\ud558\uba74 \uc2e4\uc81c\ub85c \ub354 \uc758\ubbf8 \uc788\ub294 \ub2e8\uc5b4\uac00 \ub429\ub2c8\ub2e4. N-\uadf8\ub7a8\uc740 \ub610\ud55c \ub2e8\uc5b4 \uc55e\uacfc \ub2e8\uc5b4 \ub4a4\uc758 \ubb38\ub9e5\uc744 \uc5bb\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<h3><span class=\"ez-toc-section\" id=\"ML\"><span style=\"font-weight: 400\">ML \uc5d4\uc9c4<\/span><\/span><\/h3>\n<p><span style=\"font-weight: 400\">ML \uc5d4\uc9c4\uc740 \ud559\uc2b5 \uc0d8\ud50c\uacfc \ud559\uc2b5 \uacfc\uc815\uc744 \ud1b5\ud574 ML \ubaa8\ub378\uc744 \uad6c\ucd95\ud569\ub2c8\ub2e4. \uc55e\uc11c \uc5b8\uae09\ud588\ub4ef\uc774, \uae30\uacc4 \ud559\uc2b5 \uc5d4\uc9c4\uc740 \uc758\ub3c4 \uac10\uc9c0 \ubc0f \uc5d4\ud2f0\ud2f0 \ucd94\ucd9c\uacfc \uad00\ub828\uc774 \uc788\uc2b5\ub2c8\ub2e4.&nbsp;<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc774 <\/span><b>\uc758\ub3c4 \uc608\uce21<\/b><span style=\"font-weight: 400\"> \ubaa8\ub378\uc740 \ud1b5\uacc4 \ubaa8\ub378\ub9c1 \ubc0f \uc2e0\uacbd\ub9dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud559\uc2b5\ub429\ub2c8\ub2e4. \uc758\ub3c4 \ubd84\ub958\uc5d0\uc11c\ub294 \uc0ac\uc6a9\uc790 \ubc1c\ud654\uc5d0 \ud2b9\uc815 \uc758\ub3c4\uc758 \ud0dc\uadf8\ub97c \uc9c0\uc815\ud569\ub2c8\ub2e4. \ubd84\ub958 \uc54c\uace0\ub9ac\uc998\uc740 \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \uc0d8\ud50c \ubc1c\ud654 \uc138\ud2b8\uc5d0\uc11c \ud574\uc11d \ubc29\ubc95\uc5d0 \ub300\ud574 \ud559\uc2b5\ud569\ub2c8\ub2e4. \ud559\uc2b5 \ubc1c\ud654 \uc900\ube44 \ubc0f \ud050\ub808\uc774\uc158\uc740 \uac15\ub825\ud55c \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\ub294 \ub370 \uc788\uc5b4 \uac00\uc7a5 \uc911\uc694\ud55c \uce21\uba74 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4.&nbsp;<\/span><\/li>\n<li style=\"font-weight: 400\"><b>\uc5d4\ud2f0\ud2f0 \uac10\uc9c0<\/b><span style=\"font-weight: 400\">\uc5d0\ub294 \uc2dc\uc2a4\ud15c \uc5d4\ud2f0\ud2f0 \uc778\uc2dd(\uae30\ubcf8 \uc81c\uacf5\ub418\ub294 \uaddc\uce59 \uae30\ubc18 \ubaa8\ub378), \uc0ac\uc6a9\uc790 \uc815\uc758 \uc5d4\ud2f0\ud2f0 \uc608\uce21(\uc0ac\uc6a9\uc790 \uc815\uc758 \ud559\uc2b5 \uac00\ub2a5\ud55c \uaddc\uce59 \uae30\ubc18 \ubaa8\ub378) \ubc0f \uba85\uba85\ub41c \uc5d4\ud2f0\ud2f0 \uc778\uc2dd\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc2dc\uc2a4\ud15c \uc5d4\ud2f0\ud2f0\ub294 \ub0b4\uc7a5\ub41c \uaddc\uce59\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc815\uc758\ub429\ub2c8\ub2e4. \uadf8\ub7ec\ub098, NER \uc811\uadfc \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uba74 \uac04\ub2e8\ud558\uac8c ML \ud559\uc2b5 \ubc1c\ud654\uc5d0\uc11c \uac12\uc744 \uc120\ud0dd\ud558\uace0 \uba85\uba85\ub41c \uc5d4\ud2f0\ud2f0\uc5d0 \ud0dc\uadf8\ub97c \uc9c0\uc815\ud568\uc73c\ub85c\uc368 \ubaa8\ub4e0 \uba85\uba85\ub41c \uc5d4\ud2f0\ud2f0\ub294 \uae30\uacc4 \ud559\uc2b5\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud559\uc2b5\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.&nbsp;<\/span><\/li>\n<\/ul>\n<h4><span style=\"font-weight: 400\">ML \ud559\uc2b5<\/span><\/h4>\n<p><span style=\"font-weight: 400\">ML \uc5d4\uc9c4 \ud559\uc2b5 \ub2e8\uacc4\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 \ub098\uc5f4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud559\uc2b5 \uc138\ud2b8\ub85c \uc0ac\uc6a9\ub420 \uc218 \uc788\ub294 \ub370\uc774\ud130\ub97c \uc120\ud0dd \ubc0f \uc218\uc9d1\ud558\uae30<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud3c9\uac00 \ubc0f \uc870\uc815\uc744 \uc704\ud55c \ud559\uc2b5 \uc138\ud2b8 \ub098\ub204\uae30(\ud14c\uc2a4\ud2b8 \ubc0f \uad50\ucc28 \uac80\uc99d \uc138\ud2b8)<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc54c\uace0\ub9ac\uc998(\ud53c\ub4dc \ud3ec\uc6cc\ub4dc \uc2e0\uacbd\ub9dd, \uc9c0\uc6d0 \ubca1\ud130 \uba38\uc2e0 \ub4f1) \ubc0f \ud558\uc774\ud37c \ub9e4\uac1c\ubcc0\uc218(\uc608: \uc2e0\uacbd\ub9dd\uc758 \uce35 \uc218 \ubc0f \uac01 \uce35\uc758 \ub274\ub7f0 \uc218)\uc5d0 \ub530\ub77c \uba87 \uac00\uc9c0 ML \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\uae30<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud14c\uc2a4\ud2b8 \ubc0f \uad50\ucc28 \uac80\uc99d \uc138\ud2b8\ub97c \ud1b5\ud574 \ubaa8\ub378 \ud3c9\uac00 \ubc0f \uc870\uc815\ud558\uae30<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uac00\uc7a5 \uc131\ub2a5\uc774 \uc88b\uc740 \ubaa8\ub378\uc744 \uc120\ud0dd\ud558\uace0 \uc6d0\ud558\ub294 \uacfc\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \uc0ac\uc6a9\ud558\uae30<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400\"><strong>ML \ud559\uc2b5 \uac1c\uc120\uc744 \uc704\ud55c \ud301<\/strong>:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ub2e4\uc591\ud55c ML \ubaa8\ub378 \ube44\uad50\uc5d0 \ud544\uc218\uc801\uc778 \ubc30\uce58 \ud14c\uc2a4\ud2b8 \uc2a4\uc704\ud2b8. \ubc30\uce58 \uc2a4\uc704\ud2b8\ub97c \uc2e4\ud589\ud558\uace0 \ub9e4\uac1c\ubcc0\uc218\ub97c \uc124\uc815\ud558\uace0 \uc2a4\uc704\ud2b8\ub97c \uc7ac\uc2e4\ud589\ud558\uace0 \uacb0\uacfc\ub97c \ube44\uad50\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc5b4\ub5a4 ML \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud574\uc57c \ud558\ub294\uc9c0\uc5d0 \ub300\ud55c \uc815\ud574\uc9c4 \uaddc\uce59\uc740 \uc5c6\uc2b5\ub2c8\ub2e4. \uc5d4\uc9c4\uc744 \uc124\uc815\ud558\uace0 \ubc30\uce58 \uc2a4\uc704\ud2b8\ub97c \uc2e4\ud589\ud558\uace0 \uacb0\uacfc\ub97c \ube44\uad50\ud558\ub294 \uc2dc\ud589\ucc29\uc624 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ub370\uc774\ud130\uac00 \ud070 \uacbd\uc6b0 ML \uc5d4\uc9c4\uc5d0\uc11c \uc790\ub3d9\uc73c\ub85c \ubd88\uc6a9\uc5b4\uc640 \ub3d9\uc758\uc5b4\ub97c \uc778\uc2dd\ud558\ubbc0\ub85c \uba85\uc2dc\uc801\uc73c\ub85c \ud65c\uc131\ud654\ud558\uc9c0 \uc54a\uace0\ub3c4 \ucc98\ub9ac\ub429\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc778\ud50c\ub8e8\uc5b8\uc11c \ub2e8\uc5b4\ub97c \ud655\uc778\ud558\uace0 n-\uadf8\ub7a8 \uc54c\uace0\ub9ac\uc998\uc5d0 \ud544\uc694\ud55c \uacbd\uc6b0 \ubd88\uc6a9\uc5b4\ub85c \ucd94\uac00\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uac00\ub2a5\ud55c \ud55c \ub2e4\uc591\ud55c \uc608\ub97c \uc900\ube44\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ub178\uc774\uc988 \ub610\ub294 \ub18d\ub2f4\uc744 \ucd94\uac00\ud558\uc9c0 \ub9c8\uc138\uc694. \ubd88\uac00\ud53c\ud55c \uacbd\uc6b0, \uc758\ub3c4 \uac04\uc5d0 \ub3d9\uc77c\ud558\uac8c \ud45c\ud604\ub418\ub3c4\ub85d \ub178\uc774\uc988\ub97c \ucd94\uac00\ud569\ub2c8\ub2e4. \uadf8\ub807\uc9c0 \uc54a\uc73c\uba74 \ub178\uc774\uc988\uac00 \uc758\ub3c4\uc5d0 \uc27d\uac8c \uacfc\uc801\ud569\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\"><strong>\ud63c\ub3c8 \uc9c0\ud45c<\/strong>\ub294 \uacbd\uacc4\uc120\uc5d0 \uc788\ub294 \ud559\uc2b5 \ubb38\uc7a5\uc744 \uc2dd\ubcc4\ud558\uace0 \uadf8\uc5d0 \ub530\ub77c \uc218\uc815\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud589\ub82c\uc758 \uac01 \uc810\uc740 \ubc1c\ud654\ub97c \ub098\ud0c0\ub0b4\uba70 \uac1c\ubcc4\uc801\uc73c\ub85c \ud3b8\uc9d1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.&nbsp;<\/span> <span style=\"font-weight: 400\">\uc774 \uadf8\ub798\ud504\ub294 \ub2e4\uc74c \ub9e4\uac1c\ubcc0\uc218 \uac01\uac01\uc5d0 \ub300\ud574 \ucd94\uac00\ub85c \uc5f0\uad6c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ubc1c\ud654\ub97c \uc62c\ubc14\ub978 \uc758\ub3c4\uc5d0 \ud560\ub2f9\ud558\uc5ec \uae0d\uc815 \uc624\ub958 \ubc0f \ubd80\uc815 \uc624\ub958\ub97c \uc81c\uac70\ud569\ub2c8\ub2e4. \uc810\uc744 \ud074\ub9ad\ud558\uace0 \ubc1c\ud654 \ud3b8\uc9d1 \ud398\uc774\uc9c0\uc5d0\uc11c \ubc1c\ud654\ub97c \uc62c\ubc14\ub978 \uc758\ub3c4\uc5d0 \ud560\ub2f9\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc751\uc9d1\ub825\uc740 \uac01 \uc758\ub3c4 \uc30d \uac04\uc758 \uc720\uc0ac\uc131\uc73c\ub85c \uc815\uc758\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc751\uc9d1\ub825\uc774 \ub192\uc744\uc218\ub85d \uc758\ub3c4 \ud559\uc2b5\uc774 \uc6b0\uc218\ud569\ub2c8\ub2e4. \ub3d9\uc758\uc5b4\ub97c \ucd94\uac00\ud558\uac70\ub098 \ubc1c\ud654\ub97c \ubc14\uafb8\uc5b4 \uc751\uc9d1\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ub450 \uac00\uc9c0 \uc758\ub3c4\uc5d0\uc11c \uac01 \ud559\uc2b5 \ubb38\uad6c \uc30d \uc0ac\uc774\uc758 \uac70\ub9ac\uc785\ub2c8\ub2e4. \uac70\ub9ac\uac00 \uba40\uc218\ub85d \uc608\uce21\uc774 \uc6b0\uc218\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud63c\ub3d9\ub418\ub294 \ubb38\uad6c, \uc989 \uc758\ub3c4 \uac04\uc5d0 \uc720\uc0ac\ud55c \ubb38\uad6c\ub97c \ud53c\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400\"><strong>K-fold \ubaa8\ub378<\/strong>\uc740 \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\uc5d0 \uc801\ud569\ud558\uc9c0\ub9cc two-fold\uc758 \uacbd\uc6b0 \uc801\uc740 \ub370\uc774\ud130\ub85c\ub3c4 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub530\ub77c F1 \uc810\uc218, \uc815\ubc00\ub3c4, \uc7ac\ud604\uc728\uc744 \ucd94\uc801\ud558\uace0 \ubbf8\uc138 \uc870\uc815\ud569\ub2c8\ub2e4. \ub354 \ub192\uc740 \uc7ac\ud604\uc728 \uc810\uc218\uac12\uc744 \uad8c\uc7a5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">ML \ud504\ub85c\uc138\uc2a4<\/span><\/h4>\n<h5><span style=\"font-weight: 400\">\uc758\ub3c4 \uac10\uc9c0<\/span><\/h5>\n<p><span style=\"font-weight: 400\">\uc544\ub798 \ub2e4\uc774\uc5b4\uadf8\ub7a8\uc5d0\ub294 \ud559\uc2b5 \ubc0f \uc608\uce21 \ub2e8\uacc4 \ubaa8\ub450\uc5d0 \ub300\ud55c \uc758\ub3c4 \uac10\uc9c0 \ud30c\uc774\ud504\ub77c\uc778\uc774 \uc694\uc57d\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \ud559\uc2b5 \ud30c\uc774\ud504\ub77c\uc778\uc758 \uacbd\uc6b0, \uc5b8\uc5b4 \uac10\uc9c0 \ubc0f \uc790\ub3d9 \uc218\uc815\uc740 \ud2b8\ub808\uc774\ub108\uac00 \ud559\uc2b5\uc744 \uc218\ud589\ud574\uc57c \ud558\ub294 \uc5b8\uc5b4\ub97c \uc54c\uace0 \uc788\uc73c\uba70 Kore\uc640 \uac19\uc740 \ub3c4\uba54\uc778\ubcc4 \ube44\uc0ac\uc804 \ub2e8\uc5b4\uac00 \ud3ec\ud568\ub420 \uc218 \uc788\ub294 \uc0ac\uc6a9\ub418\ub294 \ucca0\uc790\ub97c \uc54c\uace0 \uc788\uc744 \uac83\uc774\ub77c\ub294 \uac00\uc815 \ud558\uc5d0 \uc2e4\ud589\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/span> <a ref=\"magnificPopup\" href=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210625062942\/NLP_overviewIntend.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-28048\" src=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210625062942\/NLP_overviewIntend.png\" alt=\"\" width=\"1317\" height=\"579\" srcset=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210625062942\/NLP_overviewIntend.png 1317w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210625062942\/NLP_overviewIntend-300x132.png 300w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210625062942\/NLP_overviewIntend-1024x450.png 1024w\" sizes=\"auto, (max-width: 1317px) 100vw, 1317px\" \/><\/a><\/p>\n<h4><span style=\"font-weight: 400\">\uc5d4\ud2f0\ud2f0 \ucd94\ucd9c<\/span><\/h4>\n<p><span style=\"font-weight: 400\">\uc5d4\ud2f0\ud2f0 \ucd94\ucd9c\uc740 \uc758\ub3c4 \uc774\ud589\uc5d0 \uc0ac\uc6a9\ub420 \uc218 \uc788\ub294 \uc758\ub3c4\uc640\ub294 \ubcc4\ub3c4\ub85c \uc0ac\uc6a9\uc790\uac00 \uc81c\uacf5\ud55c \ubaa8\ub4e0 \uc785\ub825\uc744 \uc2dd\ubcc4\ud558\ub294 \uac83\uc744 \uc218\ubc18\ud569\ub2c8\ub2e4. \uc5d4\ud2f0\ud2f0\ub294 \uc138 \uac00\uc9c0 \uc720\ud615\uc785\ub2c8\ub2e4<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ub0a0\uc9dc, \uc2dc\uac04, \uc0c9\uc0c1 \ub4f1\uacfc \uac19\uc740 \uc2dc\uc2a4\ud15c \uc5d4\ud2f0\ud2f0\ub294 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uae30\ubcf8 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc2dc\uc2a4\ud15c \uc5d4\ud2f0\ud2f0\ub294 \uac70\uc758 22~24\uac1c\uc758 \uc5d4\ud2f0\ud2f0\ub97c \ud3ec\ud568\ud558\uba70 \ubb38\uc790\uc5f4\uacfc \uc124\uba85 \uc5d4\ud2f0\ud2f0 \uc720\ud615\uc744 \uc81c\uc678\ud558\uace0 \ud559\uc2b5 \uc5c6\uc774 ML \uc5d4\uc9c4\uc5d0\uc11c \uc790\ub3d9\uc73c\ub85c \uc778\uc2dd\ub429\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc5d4\ud2f0\ud2f0\ub294 \ubd07 \uac1c\ubc1c\uc790\uac00 \uc815\uc758\ud558\uba70 \uc5f4\uac70\ud615, \uc870\ud68c, \uc6d0\uaca9, \uc815\uaddc\uc2dd \ud45c\ud604\uc2dd, \ubcf5\ud569 \uc5d4\ud2f0\ud2f0\uc640 \uac19\uc740 \uac12 \ubaa9\ub85d\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \ub610\ud55c \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc5d4\ud2f0\ud2f0\ub294 ML \uc5d4\uc9c4\uc774 \ub300\ubd80\ubd84 \uc790\ub3d9 \uac10\uc9c0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">NER(\uba85\uba85\ub41c \uc5d4\ud2f0\ud2f0 \uc778\uc2dd)\uc740 \uc11c\ub85c \ub2e4\ub978 \uc5d4\ud2f0\ud2f0\uc5d0 \ub300\ud574 \ub3d9\uc77c\ud55c \uc5d4\ud2f0\ud2f0 \uc720\ud615\uc744 \uc2dd\ubcc4\ud558\ub294 \ud559\uc2b5\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud56d\uacf5\ud3b8 \uc608\uc57d \uc758\ub3c4\uc5d0\uc11c \ucd9c\ubc1c\uc9c0 \ub3c4\uc2dc\uc640 \ubaa9\uc801\uc9c0 \ub3c4\uc2dc\ub294 \ubaa8\ub450 \ub3c4\uc2dc \uc720\ud615 \uc5d4\ud2f0\ud2f0\uc774\ubbc0\ub85c \uc5d4\uc9c4\uc740 \ub450 \uc5d4\ud2f0\ud2f0\ub97c \uad6c\ubcc4\ud558\ub294 \ud559\uc2b5\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. NER\uc740 \uc870\uac74\ubd80 \uc784\uc758 \ud544\ub4dc \uae30\ubc18 \ub610\ub294 \uc2e0\uacbd\ub9dd \uae30\ubc18\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. CRF\ub294 NN \uae30\ubc18 \ubc29\ubc95\uc5d0 \ube44\ud574 \uc801\uc740 \ub370\uc774\ud130\ub85c \ub3d9\uc791\ud558\uace0 \ud559\uc2b5 \uc2dc\uac04\uc774 \ub354 \ube60\ub974\uae30 \ub54c\ubb38\uc5d0 \ub354 \uc120\ud638\ub429\ub2c8\ub2e4.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400\">\ub2e4\uc74c \ub2e4\uc774\uc5b4\uadf8\ub7a8\uc5d0\ub294 NER \uc5d4\ud2f0\ud2f0 \ucd94\ucd9c \ud30c\uc774\ud504\ub77c\uc778\uc774 \uc694\uc57d\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <a ref=\"magnificPopup\" href=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210625063049\/NLP_overviewEntity.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-28050\" src=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210625063049\/NLP_overviewEntity.png\" alt=\"\" width=\"1319\" height=\"565\" srcset=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210625063049\/NLP_overviewEntity.png 1319w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210625063049\/NLP_overviewEntity-300x129.png 300w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210625063049\/NLP_overviewEntity-1024x439.png 1024w\" sizes=\"auto, (max-width: 1319px) 100vw, 1319px\" \/><\/a><\/p>\n<h4><span style=\"font-weight: 400\">ML \ucd9c\ub825<\/span><\/h4>\n<p><span style=\"font-weight: 400\">ML \uc5d4\uc9c4\uc740 \uc0ac\uc6a9\uc790 \ubc1c\ud654\uc5d0 \ub300\ud574 \ubd84\ub958\ub97c \uc2e4\ud589\ud558\uace0 \uc21c\uc704\uc640 \ud574\uacb0\uc774 \uc62c\ubc14\ub978 \uc758\ub3c4\ub97c \uc2dd\ubcc4\ud558\uae30 \uc704\ud574 \uc0ac\uc6a9\ud558\ub294 \ub2e4\uc74c\uc758 \uc810\uc218 \ucd9c\ub825\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uac01 \ud074\ub798\uc2a4\/\uc758\ub3c4\uc5d0 \ub300\ud55c \ud655\ub960 \uc810\uc218\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 \ud574\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4<\/span>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud655\uc2e4\ud55c \uc77c\uce58\/\uc644\ubcbd\ud55c \uc77c\uce58: \ud655\ub960 \uc810\uc218\uac00 0.95 \ucd08\uacfc\uc778 \uacbd\uc6b0(\uae30\ubcf8\uac12 \ubc0f \uc870\uc815 \uac00\ub2a5)&nbsp;<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uac00\ub2a5\ud55c \uc77c\uce58: \uc810\uc218\uac00 0.95 \ubbf8\ub9cc\uc778 \uacbd\uc6b0 \ub2e4\ub978 \uc5d4\uc9c4\uc73c\ub85c \uac80\uc0c9\ub420 \uc218 \uc788\ub294 \ub2e4\ub978 \uc758\ub3c4\uc5d0 \ub300\ud574 \uc21c\uc704\ub97c \ub9e4\uae38 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc784\uacd7\uac12 \uc810\uc218(\uae30\ubcf8\uac12 0.3)\ubcf4\ub2e4 \ud070 \uac01 \ud074\ub798\uc2a4\/\uc758\ub3c4\uc5d0 \ub300\ud55c \ud37c\uc9c0 \uc810\uc218 &#8211; \ud37c\uc9c0 \ub17c\ub9ac\ub294 \uc8fc\uc5b4\uc9c4 \uc758\ub3c4\uc758 \uac01 \ubc1c\ud654\ub97c \uac70\uccd0 \uc0ac\uc6a9\uc790 \uc785\ub825\uacfc \ubc1c\ud654\uac00 \uac00\uae4c\uc6b4 \uc815\ub3c4\ub97c \ud655\uc778\ud558\uae30 \uc704\ud574 \uc0ac\uc6a9\uc790 \uc785\ub825\uacfc \ube44\uad50\ud569\ub2c8\ub2e4. \uc810\uc218\ub294 \uc77c\ubc18\uc801\uc73c\ub85c 0\uc5d0\uc11c 100 \uc0ac\uc774\uc774\uba70 \ub2e4\uc74c\uacfc \uac19\uc774 \ud574\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud655\uc2e4\ud55c \uc77c\uce58\/\uc644\ubcbd\ud55c \uc77c\uce58: \uc810\uc218\uac00 95% \ucd08\uacfc\uc778 \uacbd\uc6b0(\uae30\ubcf8\uac12 \ubc0f \uc870\uc815 \uac00\ub2a5)&nbsp;<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uac00\ub2a5\ud55c \uc77c\uce58: \uc810\uc218\uac00 95% \ubbf8\ub9cc\uc778 \uacbd\uc6b0 \ub2e4\ub978 \uc5d4\uc9c4\uc73c\ub85c \uac80\uc0c9\ub420 \uc218 \uc788\ub294 \ub2e4\ub978 \uc758\ub3c4\uc5d0 \ub300\ud574 \uc21c\uc704\ub97c \ub9e4\uae38 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">CR \ubb38\uc7a5 &#8211; ML \uc5d4\uc9c4\uc740 \ub610\ud55c \uc784\uacd7\uac12 \uc810\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc790\uaca9\uc774 \uc788\ub294 \uac01 \uc758\ub3c4\uc5d0 \ub300\ud574 \uc0c1\uc704 5\uac1c\uc758 ML \ubb38\uc7a5\uc744 \ubcf4\ub0c5\ub2c8\ub2e4. \uc774 5\uac1c\uc758 ML \ubc1c\ud654\ub294 \ud37c\uc9c0 \uc810\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub3c4\ucd9c\ub429\ub2c8\ub2e4. \uc21c\uc704 \ubc0f \ud574\uacb0\uc740 \uc7ac\ucc44\uc810\uc744 \uc704\ud574 \uc774\ub7ec\ud55c CR \ubb38\uc7a5\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c \ubc1c\ud654 \uc911 \uac00\uc7a5 \ucd5c\uace0\uc758 \ubc1c\ud654\ub97c \uc120\ud0dd\ud569\ub2c8\ub2e4(\uac01 \ubc1c\ud654\ub97c \uc0ac\uc6a9\uc790 \uc785\ub825\uacfc \ube44\uad50\ud558\uace0 \ucd5c\uace0 \uc810\uc218\ub97c \uac00\uc9c4 \ubc1c\ud654\ub97c \uc120\ud0dd\ud568)<\/span><\/li>\n<\/ul>\n<h4><span style=\"font-weight: 400\">ML \uc5d4\uc9c4 \ud55c\uacc4<\/span><\/h4>\n<p><span style=\"font-weight: 400\">ML \ubaa8\ub378\uc740 \ub9e4\uc6b0 \ucca0\uc800\ud558\uace0 \ud3ec\uad04\uc801\uc774\uc9c0\ub9cc, \ub098\ub984\uc758 \ud55c\uacc4\uac00 \uc788\uc2b5\ub2c8\ub2e4.&nbsp;<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">ML \ubaa8\ub378\uc740 \ucda9\ubd84\ud55c \ud559\uc2b5 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc5c6\ub294 \uacbd\uc6b0 \uc791\uc740 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uacfc\uc801\ud569\ub418\uc5b4 \uacb0\uacfc\uc801\uc73c\ub85c \uc77c\ubc18\ud654 \uae30\ub2a5\uc774 \uc800\ud558\ub418\uba70 \uc774\ub85c \uc778\ud574 \uc0dd\uc0b0 \uc131\ub2a5\uc774 \uc800\ud558\ub418\ub294 \uacbd\ud5a5\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc778\ud130\ub137\uc774\ub098 \ub274\uc2a4 \uae30\uc0ac\uc640 \uac19\uc740 \uc77c\ubd80 \uacf5\ud1b5 \ub3c4\uba54\uc778\uc5d0\uc11c \uac00\uc838\uc628 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uae30\ubc18\ud558\uc5ec \ud559\uc2b5\ud55c \uacbd\uc6b0 \ub3c4\uba54\uc778 \uc801\uc751\uc774 \uc5b4\ub824\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud1b5\uc81c\uc131\uacfc \ud574\uc11d\uc131\uc740 \ube14\ub799\ubc15\uc2a4\ucc98\ub7fc \uc791\ub3d9\ud558\ubbc0\ub85c \uacb0\uacfc\ub97c \uc124\uba85\ud558\uae30 \uc5b4\ub824\uc6b4 \uacbd\uc6b0\uac00 \ub300\ubd80\ubd84\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc790\uc6d0\uacfc \uc2dc\uac04 \uce21\uba74\uc5d0\uc11c \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4ed\ub2c8\ub2e4<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc704\uc758 \ub450 \uac00\uc9c0 \uc694\uc18c\ub85c \uc778\ud574 \uc2dc\uac04\uacfc \ub178\ub825 \uce21\uba74\uc5d0\uc11c \uc720\uc9c0 \uad00\ub9ac\ub098 \ubb38\uc81c \ud574\uacb0\uc5d0 \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4e4\uace0 \ud68c\uadc0 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400\">\ub530\ub77c\uc11c, FM \uc5d4\uc9c4\uc73c\ub85c \ubcf4\uac15\ub41c ML \uc5d4\uc9c4\uc740 \ub354 \uc6b0\uc218\ud55c \uacb0\uacfc\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uae30\ubcf8 ML \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubd07\uc744 \ud6c8\ub828\uc2dc\ud0ac \uc218 \uc788\uc73c\uba70 \uad00\uc6a9\uc801\uc778 \ubb38\uc7a5, \uba85\ub839\uc5b4\uc640 \uac19\uc740 \ubc1c\ud654 \ubc0f \ud035 \ud53d\uc2a4(quick fix)\uc5d0 \ub300\ud574 FM \ud328\ud134\uacfc \ub124\uac70\ud2f0\ube0c \ud328\ud134\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uc18c\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<h3><span class=\"ez-toc-section\" id=\"FM\"><span style=\"font-weight: 400\">FM \uc5d4\uc9c4<\/span><\/span><\/h3>\n<p><span style=\"font-weight: 400\">\uae30\ucd08 \uc758\ubbf8 \ubaa8\ub378\uc740 \uc758\ub3c4 \uc77c\uce58 \uacb0\uc815\uc744 \uc704\ud574 \uc2dc\uba58\ud2f1 \uaddc\uce59(Sementic Rule)\uacfc \uc5b8\uc5b4 \ubb38\ub9e5\uc744 \uc0ac\uc6a9\ud558\ub294 \uacb0\uc815\ub860\uc801 \ubaa8\ub378\uc785\ub2c8\ub2e4. \uc774 \uc5d4\uc9c4\uc740 \ub3d9\uc758\uc5b4, \ub0b4\uc7a5\ub41c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac1c\ub150\uacfc \ud328\ud134\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud559\uc2b5\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/span> <span style=\"font-weight: 400\">FM \ubaa8\ub378\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc758\ubbf8 \uaddc\uce59\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790 \ubc1c\ud654\uc5d0 \uc810\uc218\ub97c \ub9e4\uae41\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ubb38\ubc95;<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud488\uc0ac;<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ub2e8\uc5b4 \uc77c\uce58, \ubb38\uc7a5 \uc804\uccb4\uc5d0\uc11c \ub2e8\uc5b4 \ubc94\uc704, \ub2e8\uc5b4 \uc704\uce58;<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ubb38\uc7a5 \uad6c\uc870 \ubc0f \uae30\ud0c0 \ub4f1\ub4f1.<\/span><\/li>\n<\/ul>\n<h4><span style=\"font-weight: 400\">FM \ud504\ub85c\uc138\uc2a4<\/span><\/h4>\n<p><span style=\"font-weight: 400\">FM \ubaa8\ub378\uc740 \ud559\uc2b5\uc5d0\uc11c \ub2e4\uc74c\uc758 \ud504\ub85c\uc138\uc2a4\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400\"><b>\ud1a0\ud070\ud654<\/b><span style=\"font-weight: 400\">(\ub2e8\uc5b4 \ubd84\ud560)\uc740 \uc8fc\uc5b4\uc9c4 \ud14d\uc2a4\ud2b8\ub97c \ud1a0\ud070\uc774\ub77c\ub294 \ub2e8\uc704\ub85c \ub098\ub204\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \ud558\uc774\ud508\uc73c\ub85c \uc5f0\uacb0\ub41c \ub2e8\uc5b4\ub294 \uadf8\ub300\ub85c \uc720\uc9c0\ub418\uace0(\uc774\ud6c4 \ucca0\uc790 \uc218\uc815\uc774 \uc801\uc6a9\ub420 \uc218 \uc788\uc74c), \ud558\uc774\ud508\uc774 \uc788\ub294 \uc22b\uc790\ub294 \ubd84\ub9ac\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, &ldquo;2-3&rdquo;\uc740 &ldquo;2 &ndash; 3&rdquo;\uc774 \ub429\ub2c8\ub2e4. \ud1a0\ud070\ud654\ub294 \ub0a0\uc9dc, \ud1b5\ud654 \ub4f1\uacfc \uac19\uc740 \uc54c\ub824\uc9c4 \uac1c\ub150\uc5d0 \ub300\ud574\uc11c\ub294 \uc218\ud589\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><b>\ub300\uccb4<\/b><span style=\"font-weight: 400\">\ub294 \uc2dc\uc2a4\ud15c \uac1c\ub150\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac10\ud0c4\uc0ac, \uc57d\uc5b4, \ubb38\uc790 \uc18d\uae30 \ubc0f \ucd95\uc57d\ud615\uc744 \ud655\uc7a5\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uac00\ub839, \ubaa8\ub4e0 \uc778\uc0ac\ub9d0 \uad00\ub828 \ud45c\ud604\uc758 \uacbd\uc6b0 ~emohello, \ud655\uc778\uc758 \uacbd\uc6b0 ~yes for confirmation, \uac70\uc808\uc758 \uacbd\uc6b0 ~no \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><b>\ubcd1\ud569<\/b><span style=\"font-weight: 400\">\uc740 \uba85\ubc31\ud55c \ub2e8\uc77c \ub2e8\uc5b4, \uc22b\uc790 \ub610\ub294 \ub0a0\uc9dc \ud615\ud0dc\uc778 \uc77c\ub828\uc758 \ub2e8\uc5b4\ub97c \uacb0\ud569\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, &ldquo;credit card&rdquo; \ub610\ub294 &ldquo;twenty five&rdquo; \ub610\ub294 &ldquo;twenty-five&rdquo;\ub294 \ud55c \ub2e8\uc5b4\ub85c \ubcd1\ud569\ub429\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><b>\ucca0\uc790 \uac80\uc0ac<\/b><span style=\"font-weight: 400\">\ub294 \uc54c \uc218 \uc5c6\ub294 \ub2e8\uc5b4\ub97c \uc54c\ub824\uc9c4 \ub2e8\uc5b4(\uc788\ub294 \uacbd\uc6b0)\ub85c \ubc14\uafb8\ub294 \uacfc\uc815\uc774\uba70 \ub300\/\uc18c\ubb38\uc790 \ubcc0\ud658\uc744 \uc218\ubc18\ud569\ub2c8\ub2e4. \ud50c\ub7ab\ud3fc\uc740 \ucca0\uc790 \uac80\uc0ac\ub97c \uc704\ud574 WordNet \ubc0f \ubd07 \uc815\uc758 \uc6a9\uc5b4\ub97c \ucc38\uc870\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, &ldquo;I wantt to pai bill&rdquo;\uc740 &ldquo;I want to pay bill&rdquo;\uc774 \ub429\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><b>\ud45c\uc81c\uc5b4 \ucd94\ucd9c<\/b><span style=\"font-weight: 400\"> &#8211; \ubd07 \ud50c\ub7ab\ud3fc\uc740 WordNet \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc8fc\uc5b4\uc9c4 \ud14d\uc2a4\ud2b8\uc5d0\uc11c \ub2e8\uc5b4\uc758 \uae30\ubcf8\ud615\uc744 \ucc3e\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><b>\uc218\uc9d1(Gleaning)<\/b><span style=\"font-weight: 400\">\uc740 \ubc1c\ud654\uc758 \uc77c\ubd80\ub97c \uc2dd\ubcc4\ud558\uc5ec \ud2b9\ubcc4\ud55c \uac83\uc73c\ub85c \ud45c\uc2dc\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ub2e4\uc74c \uc0ac\ud56d\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/span>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uacf5\uc190\ud55c \ubb38\uad6c\ub97c \ub9c8\ud0b9\ud558\uace0 \ub178\uc774\uc988\ub85c \ucde8\uae09\ud569\ub2c8\ub2e4. \uc608: &ldquo;can you please\u2026.&rdquo;.&nbsp;<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc5ec\ub7ec \uc758\ub3c4\ub97c \ub098\ud0c0\ub0b4\ub294 \uc5b8\uc5b4 \uad6c\uc870(\uc608: &ldquo;and then&rdquo;, &ldquo;and after that&rdquo;, &ldquo;but first&rdquo;)\ub294 \ubb38\uc7a5\uc744 \ub450 \uac1c\ub85c \ubd84\ud560\ud558\uace0 \ub2e4\uc911 \uc758\ub3c4 \uac10\uc9c0\ub97c \uc218\ud589\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc22b\uc790 \ubc0f \uae30\ud0c0 \uad00\ub828 \uc5d4\ud2f0\ud2f0\ub97c \uc2dd\ubcc4\ud558\uace0 \uc815\uaddc\ud654 \ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, &quot;seven one three triple five double zero eighty four&quot;\ub294 7135550084\uac00 \ub418\uace0 \uc774\ub294 \uc804\ud654\ubc88\ud638\uc77c \uac83\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc2dc\uc2a4\ud15c \uc5d4\ud2f0\ud2f0: \ubc31\ubd84\uc728 &#8211; &ldquo;sixty six percent&rdquo;, \uce21\uc815 \ub2e8\uc704 &#8211; &ldquo;five sq km&rdquo;, &ldquo;12 stone 7 pounds&rdquo;, \ud1b5\ud654 &#8211; &ldquo;twenty bucks&rdquo;, &ldquo;six lakh rupees&rdquo;, \ub0a0\uc9dc \ubc0f \uc2dc\uac04 &#8211; &ldquo;last day of next month&rdquo;, &ldquo;10 o&rsquo;clock tonight&rdquo;.<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400\"><b>POS \ud0dc\uae45<\/b><span style=\"font-weight: 400\">\uc740 \ub9d0\ubb49\uce58\uc758 \ub2e8\uc5b4\ub97c \ubb38\ub9e5\uacfc \uc815\uc758\uc5d0 \uae30\ubc18\ud558\uc5ec \uc74c\uc131 \ud0dc\uadf8\uc758 \uc0c1\uc751\ud558\ub294 \ubd80\ubd84\uc5d0 \ub9c8\ud06c\uc5c5\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc74c\uc131 \ud0dc\uadf8\uc758 \uc77c\ubd80\ub294 \ub2e8\uc5b4 \uac04\uc758 \uad00\uacc4 \ucd94\ucd9c\uc5d0 \uc0ac\uc6a9\ub418\ub294 \uad6c\ubb38 \ubd84\uc11d \ud2b8\ub9ac\ub97c \uc791\uc131\ud558\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4. POS \ud0dc\uae45\uc740 \ub2e8\uc5b4\ub97c \uc5b4\uadfc \ud615\ud0dc\ub85c \uc904\uc774\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 lemmatizer\ub97c \uad6c\ucd95\ud558\ub294 \ub370\ub3c4 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uac01 \ub2e8\uc5b4\uc5d0\ub294 \uc74c\uc131 \ud0dc\uadf8\uc758 \uc77c\ubd80\uac00 \ud560\ub2f9\ub418\uace0, \ubd07 \uc815\uc758 \ub370\uc774\ud130\uc5d0\uc11c \uc5ed\ud560(\uc8fc\uc5b4\/\ub3d9\uc0ac\/\ubaa9\uc801\uc5b4)\uc774 \ud560\ub2f9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><b>\ub9c8\ud0b9<\/b>\uc740 \uac01 \ub2e8\uc5b4\uc5d0 \uac1c\ub150\uc744 \ud560\ub2f9\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. POS \ud0dc\uae45\uacfc \uad6c\ubb38 \ubd84\uc11d\uc740 \uba85\uc0ac\uc640 \ub3d9\uc0ac\ub97c \ub2e4\ub8e8\ub294 \ucd94\uc0c1\uc801\uc778 \ubc18\uba74, \ub9c8\ud0b9\uc740 \ub2e8\uc5b4\uc5d0 \uc758\ubbf8\ub97c \uc801\uc6a9\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, &quot;\ud56d\uacf5\ud3b8 \uc608\uc57d(book a flight)&quot;\uc5d0\uc11c book\uc740 \uba85\uc0ac \ub610\ub294 \ub3d9\uc0ac\uc77c \uc218 \uc788\uc9c0\ub9cc \uc774 \ub9e5\ub77d\uc5d0\uc11c \ub3d9\uc0ac\ub85c \ub9c8\ud0b9\ub429\ub2c8\ub2e4.<\/li>\n<\/ol>\n<h4>FM \uc5d4\uc9c4\uc758 \ud575\uc2ec \uc694\uc18c<\/h4>\n<p><span style=\"font-weight: 400\">\ub3d9\uc758\uc5b4, \uac1c\ub150, \ud328\ud134\uc740 FM \uc5d4\uc9c4\uc758 \ud1a0\ub300\uc785\ub2c8\ub2e4. \uc758\ub3c4 \uac10\uc9c0\uc5d0 \uc0ac\uc6a9\ub418\uba70 \uc5ec\ub7ec \uac00\ub2a5\ud55c \uc758\ub3c4 \uc911\uc5d0\uc11c \uc120\ud0dd\ud558\ub824\uace0 \ud560 \ub54c \uc21c\uc704 \ubc0f \ud574\uacb0\uc5d0\uc11c\ub3c4 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\"><strong>\ub3d9\uc758\uc5b4<\/strong>\ub294 \uc758\ub3c4\/\uc5d4\ud2f0\ud2f0 \uc2dd\ubcc4\uc5d0 \uc0ac\uc6a9\ub418\ub294 \ub2e8\uc5b4\ub97c \uc11c\ub85c \ubc14\uafd4 \uc0ac\uc6a9\ud560 \ub54c \ud544\uc694\ud569\ub2c8\ub2e4. \ud50c\ub7ab\ud3fc\uc5d0\ub294 \uc0ac\uc804\uc774 \ub0b4\uc7a5\ub418\uc5b4 \uc788\uc73c\uba70, \ubd07 \uc0ac\uc804\uc744 \uad6c\ucd95\ud558\ub294 \ub370 \uc0ac\uc6a9\ub420 \ub3c4\uba54\uc778 \ub2e8\uc5b4\ub97c \ucd94\uac00\ud558\uc5ec \ubcf4\uac15\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\"><strong>\uac1c\ub150<\/strong>\uc740 \ud55c \ubc88 \uc815\uc758\ud558\uace0 \uc5ec\ub7ec \uc7a5\uc18c\uc5d0\uc11c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uc0ac\uc804 \uc815\uc758\ub41c \uc120\ud0dd \ud56d\ubaa9\uc785\ub2c8\ub2e4. \ud50c\ub7ab\ud3fc\uc5d0\ub294 \uac1c\ubc1c\uc790\uac00 \ud328\ud134(\uc608: ~world_country, ~asian_country)\uc744 \uc815\uc758\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ub9ce\uc740 \ub0b4\uc7a5\ub41c \uac1c\ub150\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \uc801\uc6a9\ud560 \uc218 \uc788\ub294 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac1c\ub150\uc744 \ub9cc\ub4e4 \uc218 \uc788\uace0 \uacc4\uce35\uc801 \uac1c\ub150\uc744 \ub9cc\ub4e4 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\"><strong>\ud328\ud134<\/strong>\uc740 FM \uc5d4\uc9c4\uc5d0\uc11c \uc758\ub3c4 \uac10\uc9c0\uc5d0 \uc8fc\ub85c \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc791\uc5c5 \uc774\ub984\uc5d0 \uc740\uc720\ub098 \uae30\ud0c0 \uad00\uc6a9 \ud45c\ud604\uc744 \uc815\uc758\ud558\ub294 \ub370 \uc0ac\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud328\ud134 \uc815\uc758\uc5d0 \uac1c\ub150\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h4>FM \ucd9c\ub825<\/h4>\n<p><span style=\"font-weight: 400\">FM \uc5d4\uc9c4\uc740 \ub2e4\uc74c\uc5d0 \uae30\ubc18\ud558\uc5ec \uc8fc\uc5b4\uc9c4 \uc0ac\uc6a9\uc790 \uc785\ub825\uc5d0\uc11c \ub2e8\uc5b4\uc5d0 \ub300\ud55c \uc815\ubcf4\ub97c \uc218\uc9d1\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li><b><span style=\"font-weight: 400\">\ubb38\uc7a5\uc5d0\uc11c \uc77c\uce58\ud558\ub294 \ub2e8\uc5b4\uc758<\/span> \uc704\uce58<\/b><\/li>\n<li><span style=\"font-weight: 400\">\uc77c\uce58\ud558\ub294 \ub2e8\uc5b4\uac00 <\/span><b>\uba85\uc0ac<\/b><span style=\"font-weight: 400\"> \ub610\ub294 <\/span><b>\ub3d9\uc0ac<\/b>\uc778\uc9c0 \uc5ec\ubd80<\/li>\n<li><span style=\"font-weight: 400\">\uc77c\uce58\ud558\ub294 \ub2e8\uc5b4\uc758 \uc5ed\ud560 &#8211; <\/span><b>\uba54\uc778 \uc8fc\uc5b4<\/b><span style=\"font-weight: 400\">, <\/span><b>\uba54\uc778 \ub3d9\uc0ac<\/b><span style=\"font-weight: 400\">, <\/span><b>\uba54\uc778 \ubaa9\uc801\uc5b4<\/b><\/li>\n<li><b>\uc815\ud655\ud55c \ub2e8\uc5b4 \uc77c\uce58 <span style=\"font-weight: 400\">\ub610\ub294 <\/span>\ub3d9\uc758\uc5b4<\/b><\/li>\n<li><span style=\"font-weight: 400\">\uc77c\uce58\ud558\ub294 \ub2e8\uc5b4\uc758 \uc2dc\uc81c &#8211; <\/span><b>\ud604\uc7ac\/\ubbf8\ub798\/\uacfc\uac70<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">\uc77c\ub828\uc758 \uac1c\ubcc4 \uc810\uc218\ub294 \uc77c\uce58\ud558\ub294 \ub2e8\uc5b4 \uc138\ud2b8\uc5d0\uc11c \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\">\ubaa9\ud45c\ub294 \uc785\ub825\uc5d0\uc11c \uac00\uc7a5 \ucd08\uae30\uc758 \ubb38\uc7a5\uc5d0\uc11c \uac00\ub2a5\uc131\uc774 \uc81c\uc77c \ub192\uc740 \ub2e8\uc5b4\uc640 \uc77c\uce58\ud558\ub294 \uc791\uc5c5\uc744 \ud0dd\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/li>\n<li style=\"font-weight: 400\">\ub2e8\uc5b4\uac00 \uc11c\ub85c \uac00\uae4c\uc6b8 \ub54c \ubb38\uc7a5\uc758 \uc2dc\uc791 \ucabd\uc73c\ub85c \uc791\uc5c5 \ub808\uc774\ube14\uacfc \uac19\uc740 \uc21c\uc11c\ub85c \uc6b0\uc120\uad8c\uc774 \ub2e8\uc5b4\uc5d0 \uc8fc\uc5b4\uc9d1\ub2c8\ub2e4.<\/li>\n<li style=\"font-weight: 400\">\uc791\uc5c5 \uc774\ub984 \uc55e\uc5d0 \uc5ec\ub7ec \uac1c\uc758 \uad6c\ubb38\uc774 \uc788\uac70\ub098 \uc791\uc5c5 \ub808\uc774\ube14 \uc911\uac04\uc5d0 \uc811\uc18d\uc0ac\uac00 \uc788\ub294 \uacbd\uc6b0\uc5d0\ub294 \ubc14\ub78c\uc9c1\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n<li style=\"font-weight: 400\">\ud604\uc7ac \uc2dc\uc81c \ub610\ub294 \ubbf8\ub798 \uc2dc\uc81c\uc5d0\uc11c \uad6c\ub85c \ub41c \uc791\uc5c5\uc5d0 \uc6b0\uc120\uad8c\uc774 \uc8fc\uc5b4\uc9d1\ub2c8\ub2e4.<\/li>\n<\/ul>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<h3><span class=\"ez-toc-section\" id=\"_KG\">\uc628\ud1a8\ub85c\uc9c0 \uae30\ubc18 KG<\/span><\/h3>\n<p>\uc628\ud1a8\ub85c\uc9c0 \uae30\ubc18 \uc9c0\uc2dd \uadf8\ub798\ud504\ub294 \uc815\uc801 FAQ \ud14d\uc2a4\ud2b8\ub97c \uc9c0\ub2a5\uc801\uc774\uace0 \uac1c\uc778\ud654\ub41c \ub300\ud654\ud615 \uacbd\ud5d8\uc73c\ub85c \uc804\ud658\ud569\ub2c8\ub2e4. \ub3c4\uba54\uc778 \uc6a9\uc5b4\uc640 \uad00\uacc4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud559\uc2b5 \uc694\uad6c \uc0ac\ud56d\uc744 \uc904\uc785\ub2c8\ub2e4. \ub610\ud55c, ML\uc774 \ud63c\ub780\uc2a4\ub7ec\uc6b8 \ub54c\ub9c8\ub2e4 \uc628\ud1a8\ub85c\uc9c0 \uac00\uc911\uce58 \uae30\ub2a5\uc744 \ud65c\uc131\ud654\ud558\uace0 \uc801\uc808\ud55c \ub2f5\ubcc0 \ud574\uacb0\uc744 \uc704\ud574 \uc790\ub3d9 \ub300\ud654\ud615 \ub300\ud654\ub97c \ud65c\uc131\ud654\ud558\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h4>\uadf8\ub798\ud504 \uc5d4\uc9c4\uc758 \uae30\ub2a5<\/h4>\n<ul>\n<li><b>\ub3d9\uc758\uc5b4\ub97c \uc0ac\uc6a9\ud55c \uc26c\uc6b4 \ud559\uc2b5 <span style=\"font-weight: 400\">&#8211; Kore.ai \uc9c0\uc2dd \uadf8\ub798\ud504\ub294 \ub3d9\uc758\uc5b4\ub97c \uadf8\ub798\ud504 \ub178\ub4dc\uc5d0 \uc5f0\uacb0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub807\uac8c \ud558\uba74 \uc9c8\ubb38\uc758 \ubcc0\ud654\ub97c \ucea1\ucc98\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/span><\/b><\/li>\n<li><strong>\ub300\uccb4 \uc9c8\ubb38\uc744 \ud1b5\ud55c \uc801\uc6a9 \ubc94\uc704 \ud5a5\uc0c1<\/strong> <span style=\"font-weight: 400\">&#8211; \uc9c0\uc2dd \uadf8\ub798\ud504\uc5d0\ub294 \ub300\uccb4 \uc9c8\ubb38\uc744 \ucd94\uac00\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc0ac\uc6a9\uc790\uac00 \ub3d9\uc77c\ud55c \uc9c8\ubb38\uc744 \ud558\ub294 \ub2e4\uc591\ud55c \ubc29\ubc95\uc744 \ud30c\uc545\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/span><\/li>\n<li><strong>\ud5a5\uc0c1\ub41c \uc815\ud655\ub3c4<\/strong> <span style=\"font-weight: 400\">&#8211; \uc628\ud1a8\ub85c\uc9c0 \uae30\ubc18 \uc9c8\ubb38 \ub2f5\ubcc0\uc740 \uae0d\uc815 \uc624\ub958 \uac00\ub2a5\uc131\uc744 \uc904\uc5ec\uc90d\ub2c8\ub2e4.&nbsp;<\/span><\/li>\n<li><strong>\ud2b9\uc131\uc744 \uc0ac\uc6a9\ud55c \ubb38\uad6c \uc800\uc6b8\uc9c8<\/strong> <span style=\"font-weight: 400\">&#8211; Kore.ai\uc758 \uadf8\ub798\ud504 \uc5d4\uc9c4\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac1c\ubc1c\uc790\ub294 \uad00\ub828 \uc5c6\ub294 \uc81c\uc548\uc744 \ud544\ud130\ub9c1 \ud558\uae30 \uc704\ud574 \ud2b9\uc131\uc758 \uac1c\ub150\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li><strong>\uc6a9\uc5b4 \uc911\uc694\uc131\uc744 \ud45c\uc2dc\ud558\ub294 \uae30\ub2a5<\/strong> <span style=\"font-weight: 400\">&#8211; Kore.ai \uadf8\ub798\ud504 \uc5d4\uc9c4\uc5d0\ub294\uc911\uc694\ud55c \uc628\ud1a8\ub85c\uc9c0 \uc6a9\uc5b4\ub97c \ud45c\uc2dc\ud558\ub294 \uae30\ub2a5\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li><strong>\uad00\ub828 \ub178\ub4dc\ub97c \uadf8\ub8f9\ud654\ud558\ub294 \uae30\ub2a5<\/strong> <span style=\"font-weight: 400\">&#8211; \uadf8\ub798\ud504\uc758 \ud06c\uae30\uac00 \ucee4\uc9c0\uba74 \uadf8\ub798\ud504 \ub178\ub4dc\ub97c \uad00\ub9ac\ud558\ub294 \uac83\uc774 \uc5b4\ub824\uc6b4 \uc791\uc5c5\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc628\ud1a8\ub85c\uc9c0 \uc5d4\uc9c4\uc758 &quot;\uad6c\uc131\uc790 \ub178\ub4dc&quot; \uad6c\uc870\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubd07 \uac1c\ubc1c\uc790\ub294 \ub178\ub4dc\uc5d0\uc11c \uad00\ub828 \ub178\ub4dc\ub97c \uadf8\ub8f9\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h4>FAQ \ud0d0\uc9c0 \ub2e8\uacc4<\/h4>\n<ul>\n<li><b>1\ub2e8\uacc4: \ub178\ub4dc \ucd94\ucd9c: <span style=\"font-weight: 400\">KG \uc5d4\uc9c4\uc740 \uc0ac\uc6a9\uc790 \ubc1c\ud654\ub97c \ucc98\ub9ac\ud558\uc5ec \uadf8\ub798\ud504\uc5d0 \uc788\ub294 \uc6a9\uc5b4(\uc628\ud1a8\ub85c\uc9c0 \ub178\ub4dc)\ub97c \ucd94\ucd9c\ud569\ub2c8\ub2e4. \ub610\ud55c, \uc6a9\uc5b4\uc640 \uad00\ub828\ub41c \ub3d9\uc758\uc5b4, \ud074\ub798\uc2a4 \ubc0f \ud0dc\uadf8\ub97c \uace0\ub824\ud569\ub2c8\ub2e4.<\/span><\/b><\/li>\n<li><strong>2\ub2e8\uacc4: \uadf8\ub798\ud504 \uc9c8\uc758<\/strong>: <span style=\"font-weight: 400\">KG \uc5d4\uc9c4\uc740 \ucd94\ucd9c \ub178\ub4dc\ub85c \uad6c\uc131\ub41c \ubaa8\ub4e0 \uacbd\ub85c\ub97c \uac00\uc838\uc635\ub2c8\ub2e4.<\/span><\/li>\n<li><strong>3\ub2e8\uacc4: \uacbd\ub85c \ud6c4\ubcf4 \uc120\uc815<\/strong>: <span style=\"font-weight: 400\">\uc0ac\uc6a9\uc790 \ubc1c\ud654\uc640 50% \uc774\uc0c1 \uc77c\uce58\ud558\ub294 \uc6a9\uc5b4\ub85c \uad6c\uc131\ub41c \ubaa8\ub4e0 \uacbd\ub85c\ub294 \ucd94\uac00 \ucc98\ub9ac\ub97c \uc704\ud574 \uc120\uc815\ub429\ub2c8\ub2e4.<\/span> <span style=\"font-weight: 400\"><\/span><span style=\"font-weight: 400\">\ucc38\uace0: \uacbd\ub85c \ubc94\uc704 \uacc4\uc0b0\uc740 \ub8e8\ud2b8 \ub178\ub4dc\ub97c \uace0\ub824\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li><strong>4\ub2e8\uacc4: \ud2b9\uc131\uc73c\ub85c \ud544\ud130\ub9c1<\/strong>: <span style=\"font-weight: 400\">\uc9c0\uc2dd \uadf8\ub798\ud504\uc5d0\uc11c \ud2b9\uc131\uc774 \uc815\uc758\ub418\uba74, \uc704 \ub2e8\uacc4\uc5d0\uc11c \uc120\uc815\ub41c \uacbd\ub85c\uac00 \uc0ac\uc6a9\uc790 \ubc1c\ud654\uc5d0\uc11c \ubd84\ub958 \uc54c\uace0\ub9ac\uc998\uc758 \uc2e0\ub8b0\ub3c4 \uc810\uc218\ub97c \uae30\ubc18\uc73c\ub85c \ucd94\uac00\ub85c \ud544\ud130\ub9c1\ub429\ub2c8\ub2e4.&nbsp;<\/span><\/li>\n<li><b>5\ub2e8\uacc4: \ub7ad\ucee4\ub85c \ubcf4\ub0b4\uae30: <span style=\"font-weight: 400\">\uadf8\ub7f0 \ub2e4\uc74c, KG \uc5d4\uc9c4\uc740 \uc120\uc815\ub41c \uacbd\ub85c\ub97c \uc628\ud1a8\ub85c\uc9c0 \ub7ad\ucee4 \ud504\ub85c\uadf8\ub7a8\uc73c\ub85c \ubcf4\ub0c5\ub2c8\ub2e4.<\/span><\/b><\/li>\n<li><strong>6\ub2e8\uacc4: \ucf54\uc0ac\uc778 \uc720\uc0ac\ub3c4 \uae30\ubc18 \uc810\uc218 \uacc4\uc0b0<\/strong><span style=\"font-weight: 400\">: \uc628\ud1a8\ub85c\uc9c0 \ub7ad\ucee4\ub294 \uc0ac\uc6a9\uc790 \uc815\uc758 \ub3d9\uc758\uc5b4, \uae30\ubcf8\ud615 \ub2e8\uc5b4, n-\uadf8\ub7a8, \ubd88\uc6a9\uc5b4\ub97c \ud1b5\ud574 \uc0ac\uc6a9\uc790 \ubc1c\ud654\uc640 \uc120\uc815\ub41c \uc9c8\ubb38 \uac04\uc758 \ucf54\uc0ac\uc778 \uc720\uc0ac\uc131\uc744 \uacc4\uc0b0\ud569\ub2c8\ub2e4. \ucf54\uc0ac\uc778 \uc720\uc0ac\uc131 \uc810\uc218\uac00 \uc99d\uac00\ud558\uc9c0 \uc54a\ub294 \uc21c\uc11c\ub300\ub85c \uacbd\ub85c\uc758 \uc21c\uc704\ub97c \ub9e4\uae41\ub2c8\ub2e4.<\/span><\/li>\n<li><strong>7\ub2e8\uacc4: \uc77c\uce58 \uaddc\uc815<\/strong>: <span style=\"font-weight: 400\">\uadf8\ub7f0 \ub2e4\uc74c \uc628\ud1a8\ub85c\uc9c0 \ub7ad\ucee4\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 \uacbd\ub85c\ub97c \uaddc\uc815\ud569\ub2c8\ub2e4.<\/span><span style=\"font-weight: 400\"><\/span>\n<ul>\n<li>\uc810\uc218\ub97c <span style=\"font-weight: 400\">\uac00\uc9c4 \uacbd\ub85c<\/span>(paths with score) &gt;= \uc784\uacd7\uac12 \uc0c1\ud55c(upper_threshold)\uc778 \uacbd\ub85c\ub97c <span style=\"font-weight: 400\">\ub2f5\ubcc0\uc73c\ub85c \uaddc\uc815\ud569\ub2c8\ub2e4(\ud655\uc2e4\ud55c \uc77c\uce58).<\/span><span style=\"font-weight: 400\"><\/span><\/li>\n<li>\uc784\uacd7\uac12 \ud558\ud55c(lower_threshold) &lt; \uc810\uc218(score) &lt; \uc784\uacd7\uac12 \uc0c1\ud55c(upper_threshold)\uc778 <span style=\"font-weight: 400\">\uacbd\ub85c<\/span>\ub294 <span style=\"font-weight: 400\">\uc81c\uc548\uc73c\ub85c \ud45c\uc2dc\ub429\ub2c8\ub2e4(\uac00\ub2a5\ud55c \uc77c\uce58).<\/span><span style=\"font-weight: 400\"><\/span><\/li>\n<li>\uc810\uc218\ub97c <span style=\"font-weight: 400\">\uac00\uc9c4 \uacbd\ub85c<\/span>(paths with score) &lt; \uc784\uacd7\uac12 \ud558\ud55c(lower_threshold)\uc778 <span style=\"font-weight: 400\">\uacbd\ub85c\ub294 \ubb34\uc2dc\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<h3><span class=\"ez-toc-section\" id=\"i-2\">\ud2b9\uc131<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\ud2b9\uc131\uc740 \uc758\ub3c4\ub97c \uc778\uc2dd\ud558\uae30 \uc804 \uc0ac\uc6a9\uc790 \uc785\ub825\uc5d0\uc11c \ucd94\ucd9c\ud560 \uc218 \uc788\ub294 \uc5d4\ud2f0\ud2f0\uc785\ub2c8\ub2e4. \ud2b9\uc131\uc740 \uc5ec\ub7ec \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li>\uac04\uc811 \uc5d4\ud2f0\ud2f0 \ucd94\ucd9c\uc5d0\uc11c <span style=\"font-weight: 400\">\ud2b9\uc131<\/span> \uc608\ub97c \ub4e4\uc5b4, \uc131\ubcc4 \ub610\ub294 \uc5f0\ub839\ubcc4 \ub2e8\uc5b4\ub294 \ud14d\uc2a4\ud2b8\uc5d0\uc11c \ucd94\ub860\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. &ldquo;1~5\uc138 \uc544\uae30\ub97c \uc704\ud55c \uc637&rdquo;\uacfc \uac19\uc740 \ubb38\uad6c\ub294 \uc720\uc544\uc6a9 \uc81c\ud488\uc784\uc744 \uc554\uc2dc\ud569\ub2c8\ub2e4.<\/li>\n<li>\ud2b9\uc131\uc740 \uaddc\uce59\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc758\ub3c4 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc758\ub3c4\uc5d0 \ub300\ud55c \ubaa8\ub4e0 \uaddc\uce59 \uc77c\uce58\ub294 \ud655\uc2e4\ud55c \uc77c\uce58\ub85c \uac04\uc8fc\ub429\ub2c8\ub2e4.<\/li>\n<li>\ud2b9\uc131\uc740 \ud0a4\uc6cc\ub4dc\/\ubb38\uad6c \ubc0f \ub3d9\uc758\uc5b4\ub97c \uae30\ubc18\uc73c\ub85c \uc2dd\ubcc4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608: <b>Trait-Color: Blue <\/b>&ndash; &ldquo;\ud30c\ub791&rdquo;, &ldquo;\uc0ac\ud30c\uc774\uc5b4&rdquo;, &ldquo;\ud2f8&rdquo;, <b>Trait-Color-Red<\/b> &ndash; \ube68\ub791, \ub9c8\ub8ec, \ud06c\ub9bc\uc2a8 <b>Trait-Status:&nbsp;NotWorking:&nbsp;<\/b>&ldquo;\uc791\ub3d9 \uc548 \ud568&rdquo;, &ldquo;\uaebc\uc9d0&rdquo;, <b>Trait-Status:Working<\/b>: &ldquo;\uc791\ub3d9 \ud568&rdquo;, &ldquo;\ucf1c\uc9d0&rdquo;<\/li>\n<li>\ud2b9\uc131\uc740 \ubb38\uc7a5\uc758 \ud0a4\uc6cc\ub4dc\ub098 \ud2b9\uc815 \ubb38\uad6c\uc5d0\uc11c \uc720\ucd94\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ubb38\uc7a5\uc758 \ud2b9\uc815 \ub2e8\uc5b4\uc640 \uc5d4\ud2f0\ud2f0\uc758 \uac12 \uc0ac\uc774\uc5d0\ub294 \ub69c\ub837\ud55c \uc5f0\uad00\uc131\uc774 \uc5c6\uc73c\ubbc0\ub85c \uac12\uc744 \uacb0\uc815\ud558\ub824\uba74 \uc804\uccb4 \ubb38\uc7a5\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc608: <b>Trait-Greeting-Emotion: Positive&nbsp;<\/b>&ndash; &ldquo;\uc88b\uc740 \uc544\uce68\uc785\ub2c8\ub2e4&rdquo;, &ldquo;\uc798 \uc9c0\ub0b4\uc138\uc694&rdquo;,<b> Trait-Greeting-Emotion: Negative<\/b>&nbsp;&ndash; &ldquo;\ub9d0\ud558\uae30 \uc2eb\uc2b5\ub2c8\ub2e4&rdquo;, &ldquo;\ubb38\uc81c \uc5c6\uc5b4\uc694&rdquo;<\/li>\n<\/ul>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<h3><span class=\"ez-toc-section\" id=\"i-3\">\uc21c\uc704 \ubc0f \ud574\uacb0<\/span><\/h3>\n<p>\uc21c\uc704 \ubc0f \ud574\uacb0 \uc5d4\uc9c4\uc740 \uc704\uc758 \uc5d4\uc9c4\uc5d0\uc11c \ucd9c\ub825\uc744 \ubc1b\uc544 \ucd94\uac00\ub85c \ucc98\ub9ac\ud569\ub2c8\ub2e4. R&amp;R \uc5d4\uc9c4\uacfc \ud568\uaed8 \uc791\uc6a9\ud558\ub294 \ub2e4\uc591\ud55c \ub9e4\uac1c\ubcc0\uc218\uc5d0 \ub300\ud55c \uac04\ub2e8\ud55c \uc694\uc57d:<\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">ML \uc5d4\uc9c4\uc758 \ucd9c\ub825: \uc8fc\uc5b4\uc9c4 \ubc1c\ud654\uc5d0 \ub300\ud574<\/span>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\"><em>\uacb0\uc815\ub860\uc801 \uc77c\uce58<\/em>: <\/span><span style=\"font-weight: 400\">\uc0ac\uc6a9\uc790 \uc785\ub825\uc5d0 \ub300\ud574 95% \uc774\uc0c1 \uc77c\uce58\uc758 \ud37c\uc9c0 \uc810\uc218 \ub9e4\uce58\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\"><em>\uac00\ub2a5\ud55c \uc77c\uce58<\/em>: \uac01 \uc758\ub3c4\uc758 \uc2e0\ub8b0\ub3c4 \uc810\uc218<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">ML \ud559\uc2b5 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \uc758\ub3c4\uc758 \uc2e0\ub8b0\ub3c4 \uc810\uc218\uac00 \uc784\uacd7\uac12(\uae30\ubcf8\uac12 0.3)\ubcf4\ub2e4 \ud070 \uac01 \uc758\ub3c4\uc758 <em>\uc0c1\uc704 5\uac1c \ubc1c\ud654<\/em><\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc0ac\uc6a9\uc790 \uc785\ub825\uc5d0 \uac00\uae4c\uc6b4 \uc0c1\uc704 5\uac1c\uc758 \ubc1c\ud654\ub294 ML \uc5d4\uc9c4\uc774 \ucc3e\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">KG \uc5d4\uc9c4\uc758 \ucd9c\ub825<\/span>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\"><em>\uacb0\uc815\ub860\uc801 \uc77c\uce58<\/em>: <\/span><span style=\"font-weight: 400\">\uc0ac\uc6a9\uc790 \uc785\ub825\uc5d0 \ub300\ud574 95% \uc774\uc0c1 \uc77c\uce58\uc758 \uacb0\uc815\ub860\uc801\uc778 \ud37c\uc9c0 \ub9e4\uce58\uc778 \uacbd\uc6b0 \ud37c\uc9c0 \uc810\uc218\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\"><em>\uac00\ub2a5\ud55c \uc77c\uce58<\/em>: <\/span><span style=\"font-weight: 400\">\ucd5c\uc18c \uc784\uacd7\uac12(\uacbd\ub85c \uc6a9\uc5b4\uc758 50% \uc774\uc0c1 \uc77c\uce58 \ubc0f 60% \uc774\uc0c1 \ub2e8\uc5b4 \uc77c\uce58)\uacfc \uc77c\uce58\ud558\ub294 \uc9c8\ubb38\uc758 \uc2e0\ub8b0\ub3c4 \uc810\uc218<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc77c\uce58\ud558\ub294 \ub3d9\uc758\uc5b4, \uc77c\uce58\ud558\ub294 \ub178\ub4dc, \uc77c\uce58\ud558\ub294 \uacbd\ub85c \uc6a9\uc5b4, \uc77c\uce58\ud558\ub294 \ud074\ub798\uc2a4\/\ud2b9\uc131<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc6d0\ubcf8 \uc9c8\ubb38, (\uc77c\uce58\ud558\ub294 \ub3d9\uc758\uc5b4\ub85c \ub300\uccb4\ub41c) \uc218\uc815\ub41c \uc9c8\ubb38<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc77c\uce58\ud558\ub294 \uac01 \uc9c8\ubb38\uc758 \ub300\uccb4 \uc9c8\ubb38<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">FM \uc5d4\uc9c4\uc758 \ucd9c\ub825<\/span>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\"><em>\uacb0\uc815\ub860\uc801 \uc77c\uce58<\/em>: <\/span><span style=\"font-weight: 400\">\uacb0\uc815\ub860\uc801\uc73c\ub85c \uc77c\uce58\ud558\ub294 \uc758\ub3c4(\ud328\ud134 \uc77c\uce58 \ub610\ub294 \uc785\ub825\uc774 \uc791\uc5c5 \uc774\ub984\uacfc \uc815\ud655\ud788 \ub3d9\uc77c\ud568)<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uac00\ub2a5\ud55c \uc77c\uce58: \ub3d9\uc758\uc5b4\ub97c \ud3ec\ud568\ud55c \ubd80\ubd84 \ub808\uc774\ube14 \uc77c\uce58.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\uc2b9\uc790\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 \uc21c\uc704 \ubc0f \ud574\uacb0\uc5d0 \uc758\ud574 \uacb0\uc815\ub429\ub2c8\ub2e4.<\/p>\n<ul>\n<li><b>\ud655\uc2e4\ud55c \uc77c\uce58 \ubc1c\uacac\ub428<\/b>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc5d4\uc9c4\uc774 \uc758\ub3c4\ub97c \ud655\uc2e4\ud788 \ucc3e\uc740 \uacbd\uc6b0 \uc774 \uc758\ub3c4\ub294 \ucd5c\uc0c1\uc758 \uc758\ub3c4\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud558\ub098 \uc774\uc0c1\uc758 \uc5d4\uc9c4\uc774 \ub2e4\ub978 \uc758\ub3c4\ub97c \ucc3e\uc558\uc9c0\ub9cc \uacb0\uc815\ub860\uc801\uc73c\ub85c\ub294 \uc774 \uc758\ub3c4\ub97c \ubaa8\ud638\ud55c \uac83\uc73c\ub85c \uac04\uc8fc\ud558\uace0 \ucc3e\uc740 \uc758\ub3c4\ub97c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc120\ud0dd \ud56d\ubaa9\uc73c\ub85c \uc81c\uc2dc\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc633\ub2e4\uace0 \uc0dd\uac01\ud558\ub294 \uc758\ub3c4\ub97c \uc120\ud0dd\ud558\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400\"><b>\uac00\ub2a5\ud55c \uc77c\uce58 \ubc1c\uacac\ub428<\/b>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uacb0\uc815\ub860\uc801 \uc758\ub3c4\uac00 \ubc1c\uacac\ub41c \uacbd\uc6b0, \uac00\ub2a5\ud55c \ubaa8\ub4e0 \uc77c\uce58\ub97c \ubb34\uc2dc\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc624\uc9c1 FM \ub610\ub294 ML \uc5d4\uc9c4\uc774 \uc758\ub3c4\ub97c \ucc3e\uc558\uc9c0\ub9cc \uac00\ub2a5\ud55c \uacbd\uc6b0, \uc774 \uc758\ub3c4\ub294 \ucd5c\uc0c1\uc758 \uc758\ub3c4\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc624\uc9c1 KG \uc5d4\uc9c4\uc774 \uac00\ub2a5\ud55c \uc758\ub3c4\ub97c \ucc3e\uc558\uace0 \uc758\ub3c4\uc758 \uc810\uc218\uac00 \uc784\uacd7\uac12(80%)\ubcf4\ub2e4 \ub192\uc740 \uacbd\uc6b0 \uc774 \uc758\ub3c4\ub294 \ucd5c\uc0c1\uc758 \uc758\ub3c4\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc624\uc9c1 KG \uc5d4\uc9c4\uc774 \uac00\ub2a5\ud55c \uc758\ub3c4\ub97c \ucc3e\uc558\uace0 \uc758\ub3c4\uc758 \uc810\uc218\uac00 60%\ub97c \ucd08\uacfc\ud558\uc9c0\ub9cc 80% \ubbf8\ub9cc\uc778 \uacbd\uc6b0 \uc774 \uc758\ub3c4\ub294 \ucd5c\uc0c1\uc758 \uc758\ub3c4\uc774\uc9c0\ub9cc, \uc2e0\ub8b0\ub3c4\uac00 \ub0ae\uc73c\ubbc0\ub85c \uc81c\uc548\uc73c\ub85c \ud45c\uc2dc\ud569\ub2c8\ub2e4(\uc0ac\uc6a9\uc790\uc5d0\uac8c &quot;\uc774\ub7f0 \ub73b\uc774 \ub9de\uc2b5\ub2c8\uae4c&quot;\ub85c \ud45c\uc2dc\ub428)<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uac00\ub2a5\ud55c \uc758\ub3c4\uac00 \ud558\ub098 \uc774\uc0c1 \ubc1c\uacac\ub41c \uacbd\uc6b0&nbsp;<\/span>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">ML \uc5d4\uc9c4\uc5d0\uc11c \uc81c\uacf5\ud55c 5\uac1c\uc758 \ubc1c\ud654\uc5d0 \uac01\uac01 \uc810\uc218\ub97c \ub9e4\uae30\uace0 \uac01 \uac00\ub2a5\ud55c \uc758\ub3c4\uc5d0 \ub300\ud574 \uac00\uc7a5 \ub192\uc740 \uc810\uc218\ub97c \uc5bb\uc740 \ubc1c\ud654\ub97c \ucc3e\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ub300\uccb4 \uc9c8\ubb38, KG \uc5d4\uc9c4\uc5d0\uc11c \uc81c\uacf5\ud55c \uc218\uc815\ub41c \uc9c8\ubb38\uc5d0 \uac01\uac01 \uc810\uc218\ub97c \ub9e4\uae30\uace0 \uac01 \uc758\ub3c4\uc5d0 \ub300\ud574 \uac00\uc7a5 \ub192\uc740 \uc810\uc218\ub97c \uc5bb\uc740 \uc9c8\ubb38\uc744 \ucc3e\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc810\uc218\uc5d0 \uc21c\uc704\ub97c \ub9e4\uae30\uace0 \ucd5c\uace0 \uc810\uc218\ub97c \uc5bb\uc740 \uc758\ub3c4\ub97c \ucd5c\uc0c1\uc758 \uc758\ub3c4\ub85c \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ucd5c\uc0c1\uc704 \uc758\ub3c4\uc640 \ubc14\ub85c \ub2e4\uc74c \uc758\ub3c4\uac00 2% \ubc94\uc704 \ub0b4\uc5d0 \uc788\uc73c\uba74 \ubaa8\ud638\ud55c \uac83\uc73c\ub85c \uac04\uc8fc\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li style=\"list-style-type: none\"><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>[vc_raw_html]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[\/vc_raw_html]<div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"\uc9c0\uc18d\uc801\uc73c\ub85c \uc0ac\uc6a9\uc790\ub97c \uc774\ud574\ud558\uace0 \uc0c1\ud638\uc791\uc6a9\ud558\ub294 \ucc57\ubd07\uc758 \ub2a5\ub825\uc740 \ub300\ud654\ub97c \uc9c0\uc6d0\ud558\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc758 \ud0c4\ud0c4\ud568\uc5d0 \uc88c\uc6b0\ub429\ub2c8\ub2e4. Kore.ai\uc758 \ud50c\ub7ab\ud3fc\uc740 \uae30\ucd08 \uc758\ubbf8\uc640 \uae30\uacc4 \ud559\uc2b5 \uc5d4\uc9c4\uc744 \uacb0\ud569\ud558\uc5ec \uc0ac\uc804 \ud559\uc2b5 \uc5c6\uc774\ub3c4 \ub300\ud654 \uc815\ud655\ub3c4\ub97c \uadf9\ub300\ud654\ud558\ub294 \ub3c5\ud2b9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uc804\ub7b5\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. Kore.ai \ud50c\ub7ab\ud3fc\uc5d0 \uad6c\ucd95\ub41c \ubd07\uc740 \ub2e4\uc911 \ubb38\uc7a5 \uba54\uc2dc\uc9c0, \ub2e4\uc911 \uc758\ub3c4, \uc0ac\uc6a9\uc790\uac00 \ub9cc\ub4e0 \ubb38\ub9e5 \ucc38\uc870, \ud328\ud134 \ubc0f \uad00\uc6a9\uad6c \ubb38\uc7a5 \ub4f1\uc744 \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac1c\uc694\ub294 \uc5ec\uae30\ub97c...","protected":false},"author":22,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-40844","post","type-post","status-publish","format-standard","hentry","category-nlp"],"_links":{"self":[{"href":"https:\/\/developer.kore.ai\/v10-1\/wp-json\/wp\/v2\/posts\/40844","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/developer.kore.ai\/v10-1\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/developer.kore.ai\/v10-1\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/developer.kore.ai\/v10-1\/wp-json\/wp\/v2\/users\/22"}],"replies":[{"embeddable":true,"href":"https:\/\/developer.kore.ai\/v10-1\/wp-json\/wp\/v2\/comments?post=40844"}],"version-history":[{"count":1,"href":"https:\/\/developer.kore.ai\/v10-1\/wp-json\/wp\/v2\/posts\/40844\/revisions"}],"predecessor-version":[{"id":40845,"href":"https:\/\/developer.kore.ai\/v10-1\/wp-json\/wp\/v2\/posts\/40844\/revisions\/40845"}],"wp:attachment":[{"href":"https:\/\/developer.kore.ai\/v10-1\/wp-json\/wp\/v2\/media?parent=40844"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/developer.kore.ai\/v10-1\/wp-json\/wp\/v2\/categories?post=40844"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/developer.kore.ai\/v10-1\/wp-json\/wp\/v2\/tags?post=40844"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}