{"id":31730,"date":"2021-08-25T05:10:17","date_gmt":"2021-08-25T04:10:17","guid":{"rendered":"https:\/\/developer.kore.ai\/v10-1\/%eb%b6%84%eb%a5%98%eb%90%98%ec%a7%80-%ec%95%8a%ec%9d%8c\/nlp-guide\/"},"modified":"2022-04-12T05:16:43","modified_gmt":"2022-04-12T04:16:43","slug":"nlp-guide","status":"publish","type":"post","link":"https:\/\/developer.kore.ai\/v10-1\/docs\/bots\/chatbot-overview\/nlp-guide\/?lang=ko","title":{"rendered":"\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)"},"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>Kore.ai \uac00\uc0c1 \ube44\uc11c \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub300\ud654\ud615 AI \uac00\uc0c1 \ube44\uc11c\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub300\ud654\ud615 AI\ub294 \uae30\uacc4\uac00 \uc0ac\uc6a9\uc790\uc640 \uc790\uc5f0\uc2a4\ub7ec\uc6b4 \ub300\ud654\ub97c \ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \ub300\ud654\ud615 \ubd07\uc774 \uc778\uac04 \uc0c1\ud638 \uc791\uc6a9\uc744 \uc774\ud574\ud558\ub294 \ube44\uacb0\uc740 \uc0ac\uc6a9\uc790\uc758 \uc758\ub3c4\ub97c \ud30c\uc545\ud558\uace0(\uc758\ub3c4 \uac10\uc9c0), \ub300\ud654\uc5d0\uc11c \uc720\uc6a9\ud55c \uc815\ubcf4\ub97c \ucd94\ucd9c\ud558\uace0(\uc5d4\ud2f0\ud2f0 \ucd94\ucd9c), \uc774\ub97c \uad00\ub828 \uc870\uce58 \ub610\ub294 \uc791\uc5c5\uc5d0 \ub9e4\ud551\ud558\ub294(\ub300\ud654 \uc791\uc5c5 \uc2e4\ud589) \ub2a5\ub825\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc11c \uc911\uc694\ud55c \uc6a9\uc5b4\ub294 <span style=\"text-decoration: underline\">\uc790\uc5f0\uc5b4 \uc774\ud574\ud558\uae30<\/span>\uc785\ub2c8\ub2e4. NLP(\uc790\uc5f0\uc5b4 \ucc98\ub9ac)\ub294 \uc790\uc5f0\uc2a4\ub7ec\uc6b4 \ub300\ud654\uc5d0\uc11c \uc758\ub3c4\uc640 \uad00\ub828 \uc815\ubcf4\ub97c \ucd94\ub860\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. Kore.ai \uac00\uc0c1 \ube44\uc11c\uc758 \ub300\ud654 \ud750\ub984\uc740 \ub2e4\uc591\ud55c NLU \uc5d4\uc9c4\uacfc \ub300\ud654 \uc5d4\uc9c4\uc744 \uac70\uccd0 \uc870\uce58\uc640 \ub300\uc751\uc744 \uacb0\uc815\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<p>\uc774 \ubb38\uc11c\uc758 \ubaa9\ud45c\ub294 Kore.ai \uac00\uc0c1 \ube44\uc11c \ub0b4\uc758 NLP \ud750\ub984\uc758 \uac1c\uc694\ub97c \uc81c\uacf5\ud558\uace0 \uac1c\ubc1c\uc790\ub85c\uc11c \uc774 \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uc5ec \ud6a8\uc728\uc801\uc774\uace0 \uc815\ud655\ud55c \ubd07 \uc751\ub2f5\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uac1c\uc120\ud558\ub294 \ubc29\ubc95\uc744 \uc81c\uacf5\ud558\ub294 \uac83\uc785\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<h3><span class=\"ez-toc-section\" id=\"NLP_Approach\">NLP Approach<\/span><\/h3>\n<p>The Kore.ai Bots platform employs a multi-pronged approach to natural language, which combines the following three models for optimal outcomes:<\/p>\n<ul>\n<li><strong>Fundamental Meaning<\/strong>: A computational linguistics approach that is built on ChatScript. The model analyzes the structure of a user\u2019s utterance to identify each word by meaning, position, conjugation, capitalization, plurality, and other factors.<\/li>\n<li><strong>Custom Machine Learning (ML)<\/strong>: Kore.ai uses state-of-the-art NLP algorithms and models for machine learning.<\/li>\n<li><strong>Ontology-based Knowledge Graph Engine (KG)<\/strong>: Kore.ai Knowledge Graph helps you turn your static FAQ text into an intelligent and personalized conversational experience.<\/li>\n<\/ul>\n<p>With its three-fold approach, the Kore.ai Bots platform enables you to accelerate the NLU performance of the virtual assistant and achieve optimal NLU accuracy with relatively less training data. It automatically enables the NLP capabilities to all built-in and custom bots, and powers the way chatbots communicate, understand, and respond to a user request.<\/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=\"Koreai_NLP\">Kore.ai NLP \uad6c\uc131 \uc694\uc18c<\/span><\/h3>\n<p>Kore.ai \uac00\uc0c1 \ube44\uc11c\uac00 \uc0ac\uc6a9\uc790 \ubc1c\ud654\ub97c \uc218\uc2e0\ud558\uba74 \uc0ac\uc6a9\uc790 \uc758\ub3c4\ub97c \uc2dd\ubcc4\ud558\uace0 \ucd94\uac00 \uc815\ubcf4\ub97c \ucd94\ucd9c\ud55c \ub2e4\uc74c \uc791\uc5c5 \uc2e4\ud589\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc751\ub2f5\ud558\ub3c4\ub85d \ucc98\ub9ac\ub429\ub2c8\ub2e4. NLP\ub294 \uccab  \ub450 \uac00\uc9c0, \uc989, \uc758\ub3c4 \uac10\uc9c0\uc640 \uc5d4\ud2f0\ud2f0 \ucd94\ucd9c\uacfc \uc8fc\ub85c \uad00\ub828\uc774 \uc788\uc2b5\ub2c8\ub2e4. <a ref=\"magnificPopup\" href=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210625053132\/NLP_overview.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-28046\" src=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210625053132\/NLP_overview.png\" alt=\"\" width=\"1245\" height=\"547\" srcset=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210625053132\/NLP_overview.png 1245w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210625053132\/NLP_overview-300x132.png 300w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210625053132\/NLP_overview-1024x450.png 1024w\" sizes=\"auto, (max-width: 1245px) 100vw, 1245px\" \/><\/a> <strong>\ub300\ud654\ud615 \ud750\ub984\uc758 \ub2e8\uacc4<\/strong>:<\/p>\n<ol>\n<li>\uc0ac\uc6a9\uc790 \ubc1c\ud654\ub294 \uc5d4\ud2f0\ud2f0 \ucd94\ucd9c\uacfc \uc758\ub3c4 \uac10\uc9c0\ub97c \uc704\ud574 \uc77c\ub828\uc758 NLU \uc5d4\uc9c4\uc744 \uac70\uce69\ub2c8\ub2e4. Kore.ai \ud50c\ub7ab\ud3fc\uc774 \uc81c\uacf5\ud558\ub294 \ub2e4\uc591\ud55c NLU \uc5d4\uc9c4\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.\n<ul>\n<li>\ubb38\ubc95 \uad6c\uc870\uc5d0 \ub530\ub77c \ubc1c\ud654\ub97c \ubd84\ud574\ud558\ub294 <strong>Fundamental Meaning Engine<\/strong>,<\/li>\n<li>\uc608\uc2dc \uae30\ubc18 \uc790\ub3d9 \ud559\uc2b5 \uacfc\uc815\uc744 \uae30\ubc18\uc73c\ub85c \ubc1c\ud654\uc5d0\uc11c \uac1c\ubcc4 \ub2e8\uc5b4\ub97c \ubd84\ub958\ud558\ub294 <strong>\uae30\uacc4 \ud559\uc2b5 \uc5d4\uc9c4<\/strong>,<\/li>\n<li>\uc8fc\ub85c FAQ \uc720\ud615\uc758 \uc0ac\uc6a9\uc790 \uc9c8\uc758\ub97c \ucc98\ub9ac\ud558\uace0 \uc0ac\uc6a9\uc790 \uc9c8\uc758\uc5d0 \ub300\ud55c \uc751\ub2f5\uc73c\ub85c \uc791\uc5c5\uc744 \uc2e4\ud589\ud558\ub3c4\ub85d \uc124\uc815\ud560 \uc218 \uc788\ub294 <strong>\uc9c0\uc2dd \uceec\ub809\uc158 \uc5d4\uc9c4<\/strong>,<\/li>\n<li>\ub2e4\uc911 \ud074\ub798\uc2a4 \ubd84\ub958\uae30\ub85c\uc11c \uc0ac\uc6a9\uc790 \ubc1c\ud654\uc5d0\uc11c \uc5ec\ub7ec \uce74\ud14c\uace0\ub9ac\ub97c \uc2dd\ubcc4\ud560 \uc218 \uc788\uc5b4\uc11c \uc0ac\uc6a9\uc790 \uc758\ub3c4 \uac10\uc9c0 \uac1c\uc120\uc5d0 \ub3c4\uc6c0\uc774 \ub418\ub294 <strong>\ud2b9\uc131 \uc5d4\uc9c4<\/strong>,<\/li>\n<li>\ub300\ud654\uc5d0 \uc778\uac04\ubbf8\ub97c \ub354\ud558\uae30 \uc704\ud55c <strong>\uc2a4\ubab0 \ud1a0\ud06c \uc5d4\uc9c4<\/strong>,<\/li>\n<li>\uc704\uc758 \uc5d4\uc9c4\uc5d0\uc11c \uc5bb\uc740 \uacb0\uacfc\uc5d0 \uc810\uc218\ub97c \ub9e4\uae30\uace0 \uc124\uc815\ub41c \ube44\uc988\ub2c8\uc2a4 \uaddc\uce59\uc5d0 \ub530\ub77c \uc21c\uc704\ub97c \ub9e4\uae30\ub294 <strong>\uc21c\uc704\uc640 \ud574\uacb0<\/strong>.<\/li>\n<\/ul>\n<\/li>\n<li>\uc704\uc758 \uae30\ubcf8 NLU \uae30\ub2a5\uc744 \ud655\uc7a5\ud558\uc5ec \ub098\ub9cc\uc758 NLU \uc5d4\uc9c4\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Bot Kit SDK\ub97c \uc124\uce58\ud558\uace0 \uac00\uc0c1 \ube44\uc11c\ub97c <strong>\ud0c0\uc0ac NLP \uc5d4\uc9c4<\/strong>\uacfc \uc27d\uac8c \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud0c0\uc0ac NLP \uc5d4\uc9c4\uc758 \ucd9c\ub825\uc740 Kore.ai NLU \uc5d4\uc9c4\uc758 \ucd9c\ub825\uc744 \ubcf4\uc644\ud558\uc5ec \uc5d4\uc9c4\uc758 \ud6a8\uc728\uc131\uacfc \uc815\ud655\ub3c4\ub97c \ub192\uc785\ub2c8\ub2e4.<\/li>\n<li>\ucd94\ucd9c\ub41c \uc5d4\ud2f0\ud2f0\uc640 \ud568\uaed8 \ucd5c\uc0c1\uc758 \uc758\ub3c4\ub294 \uc2e4\uc81c \uc791\uc5c5 \uc2e4\ud589\uc744 \uc704\ud574 <strong>\ub300\ud654 \uc5d4\uc9c4<\/strong>\uc744 \uac70\uce69\ub2c8\ub2e4. \uc774 \uc5d4\uc9c4\uc740 \uc0ac\uc6a9\uc790 \uc138\ubd80 \uc815\ubcf4, \uc0ac\uc6a9\uc790\uac00 \uc694\uccad\ud55c \uc774\uc804 \uc758\ub3c4, \ube44\uc988\ub2c8\uc2a4 \uaddc\uce59\uc5d0 \ub530\ub77c \ud0dc\uadf8\ub41c \uae30\ud0c0 \uc815\ubcf4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub300\ud654\uc758 \uc0c1\ud0dc \ub610\ub294 \ucee8\ud14d\uc2a4\ud2b8\ub97c \uc720\uc9c0\ud558\uc5ec \uc778\uac04\uc5d0 \uac00\uae4c\uc6b4 \ub300\ud654 \uacbd\ud5d8\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub300\ud654 \uc5d4\uc9c4\uc740 \ub2e4\uc74c \uc870\uac74\uacfc \ud568\uaed8 \uc774\ub7ec\ud55c \uc0c1\ud0dc \uc815\ubcf4\ub97c \uc0ac\uc6a9\ud558\uc5ec NLU \uc5d4\uc9c4\uc774 \uc2dd\ubcc4\ud55c \uc758\ub3c4\ub97c \uc218\ub77d\ud558\uac70\ub098 \uac70\ubd80\ud569\ub2c8\ub2e4.\n<ul>\n<li><strong>\uc0ac\uc804 \uc870\uac74<\/strong> &#8211; \uc758\ub3c4\uc5d0 \uc77c\ub828\uc758 \uc0ac\uc804 \uc815\uc758\ub41c \uc870\uac74\uc774 \uc124\uc815\ub418\uc5b4 \uc788\uace0 \uc774\ub7ec\ud55c \uc870\uac74 \uc911 \ud558\ub098\ub77c\ub3c4 \ucda9\uc871\ub418\uc9c0 \uc54a\uc73c\uba74 \ucd5c\uc0c1\uc758 \uc758\ub3c4\ub294 \uac70\ubd80\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, <em>\uccad\uad6c\uc11c \uc9c0\ubd88<\/em> \uc758\ub3c4\uc5d0\ub294 \uc0ac\uc6a9 \uac00\ub2a5\ud55c <em>\uc218\ucde8\uc778<\/em> \uc138\ubd80 \uc815\ubcf4\uac00 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ub124\uac70\ud2f0\ube0c \ud328\ud134<\/strong> &#8211; \ud2b9\uc815 \uc758\ub3c4\ub97c \uc2dd\ubcc4\ud558\uc9c0 \uc54a\uc544\uc57c \ud558\ub294 \ud328\ud134\uc758 \uc874\uc7ac\ub97c \ucea1\ucc98\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 &ldquo;<em>\uce74\ub4dc\ub97c \ubd84\uc2e4\ud588\uc2b5\ub2c8\ub2e4. \uc0c8 \uce74\ub4dc\ub97c \uc2e0\uccad\ud558\ub824\uba74 \uc5b4\ub5bb\uac8c \ud574\uc57c \ud569\ub2c8\uae4c<\/em>&rdquo;\uc5d0\uc11c &ldquo;\uce74\ub4dc\ub97c \ubd84\uc2e4\ud588\uc2b5\ub2c8\ub2e4&rdquo;\ub77c\ub294 \ubb38\uad6c\uac00 \uc874\uc7ac\ud558\ubbc0\ub85c &ldquo;\uce74\ub4dc \uc2e0\uccad&rdquo; \uc758\ub3c4\ub97c \uc2e4\ud589\ud558\ub294 \ub300\uc2e0 \ud604\uc7ac \uce74\ub4dc\ub97c \ube44\ud65c\uc131\ud654\ud558\uace0 \uc0ac\uae30\uc131 \ud589\uc704\ub97c \uc2e0\uace0\ud574\uc57c \ud569\ub2c8\ub2e4<\/li>\n<li><strong>\uc774\ubca4\ud2b8 \ucc98\ub9ac<\/strong> &#8211; \ud658\uc601 \uba54\uc2dc\uc9c0, \uac10\uc815 \ubd84\uc11d \ub4f1\uc5d0 \ub300\ud574 \uc815\uc758\ub41c \uc774\ubca4\ud2b8<\/li>\n<\/ul>\n<\/li>\n<li><strong>\uc911\ub2e8<\/strong> \uc124\uc815(\uc9c4\ud589 \uc911\uc778 \uc791\uc5c5 \uacfc\uc815\uc5d0\uc11c \ub2e4\ub978 \uc758\ub3c4\uac00 \uc2dd\ubcc4\ub418\ub294 \uc0c1\ud669 \ucc98\ub9ac) \ub610\ub294 <strong>\uac10\uc815 \ubd84\uc11d<\/strong> \uc124\uc815(\uc0ac\uc6a9\uc790\uac00 \ud654\ub09c \uac83 \uac19\uc73c\ubbc0\ub85c \uc0c1\ub2f4\uc0ac\ub85c \uc804\ud658\uc774 \ud544\uc694\ud568)\uacfc \uac19\uc740 \ub2e4\ub978 \uc870\uac74\ub3c4 \uc218\ud589\ud574\uc57c \ud560 \uc870\uce58\uc5d0 \uc911\uc694\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc0c1\ud638 \uc791\uc6a9 \ucc44\ub110\uc744 \uae30\uc900\uc73c\ub85c <strong>\uc751\ub2f5<\/strong>\uc774 \uc0dd\uc131\ub418\uc5b4 \uc0ac\uc6a9\uc790\uc5d0\uac8c \ud45c\uc2dc\ub429\ub2c8\ub2e4. \uc751\ub2f5\uc740 \uc131\uacf5 \uba54\uc2dc\uc9c0, \uc0ac\uc6a9\uc790\uac00 \uc694\uccad\ud55c \uc815\ubcf4 \ub610\ub294 \ub204\ub77d\ub41c \uc815\ubcf4\ub97c \uc694\uccad\ud558\ub294 \ud504\ub86c\ud504\ud2b8\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ol>\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=\"NLP\">NLP \ud559\uc2b5<\/span><\/h3>\n<p>\uc774\uc804 \uc139\uc158\uc5d0\uc11c Kore.ai \uac00\uc0c1 \ube44\uc11c\uc758 NLP \ud504\ub85c\uc138\uc2a4\ub97c \uc0b4\ud3b4\ubcf4\uc558\uc9c0\ub9cc, \uadc0\uc0ac\uc758 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub530\ub77c \ud504\ub85c\uc138\uc2a4\uac00 \uc9c4\ud589\ub418\ub3c4\ub85d \ud558\ub824\uba74 \uadc0\uc0ac \ucabd\uc5d0\uc11c\ub3c4 \ud559\uc2b5\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uadf8\ub807\ub2e4\uba74 \uc644\uc804\ud55c \uae30\ub2a5\uc744 \uac16\ucd98 \ubd07\uc744 \ud559\uc2b5\uc2dc\ucf1c \ucd5c\uc0c1\uc758 \uacb0\uacfc\ub97c \uc5bb\ub294 \ubc29\ubc95\uc740 \ubb34\uc5c7\uc77c\uae4c\uc694? \uc704\uc758 \uae30\ub2a5\uc744 \ucd5c\ub300\ud55c \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95\uc740 \ubb34\uc5c7\uc77c\uae4c\uc694?<\/p>\n<p>\uc774 \uc139\uc158\uc5d0\uc11c NLP \ud559\uc2b5\uc758 \uba87 \uac00\uc9c0 \uae30\ubcf8 \uc9c0\uce68\uc744 \uba3c\uc800 \ud655\uc778\ud55c \ud6c4 \uac01 NLU \uc5d4\uc9c4\uc758 \uc138\ubd80 \uc0ac\ud56d\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\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<h4>\ubc94\uc704<\/h4>\n<p>NLP \ud559\uc2b5\uc758 \uccab \ubc88\uc9f8 \ub2e8\uacc4\ub294 \ubd07\uc758 \ubc94\uc704\ub97c \uc815\uc758\ud558\ub294 \uac83\uc774\uba70, \ubd07\uc774 \ud574\uacb0\ud574\uc57c \ud560 \ubb38\uc81c\ub97c \uc881\ud788\uba74, \ub2e4\uc591\ud55c \ud559\uc2b5 \ub258\uc559\uc2a4\ub97c \uc124\uc815\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. SME\/BA, \ub300\ud654 \uacbd\ud5d8 \ub514\uc790\uc774\ub108, \ubd07 \uac1c\ubc1c\uc790, NLP \ubd84\uc11d\uac00\/\ub370\uc774\ud130 \uc5d4\uc9c0\ub2c8\uc5b4, NLP \ud2b8\ub808\uc774\ub108, \ud14c\uc2a4\ud130\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc774\ud574 \uad00\uacc4\uc790\uc640\uc758 \ube0c\ub808\uc778\uc2a4\ud1a0\ubc0d \uc138\uc158\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \ubd07 \ubc94\uc704\ub97c \uc9c0\uc815\ud558\ub294 \ub3d9\uc548 \ucd94\ucc9c\ub41c \uae30\ubcf8 \uc9c0\uce68\uc785\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\ud574\uacb0\ud574\uc57c \ud560 \ubb38\uc81c\ubd80\ud130 \uc2dc\uc791\ud558\uc138\uc694 &#8211; \ubd07\uc774 \uc644\uc218\ud574\uc57c \ud560 \uc791\uc5c5\uc744 \uba85\ud655\ud788 \uc774\ud574\ud558\uc138\uc694. \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d\uac00\uc640 \ubd07 \uac1c\ubc1c\uc790\uc640 \uc0c1\ub2f4\ud558\uc5ec \ubd07\uc758 \uc694\uad6c \uc0ac\ud56d\uacfc \uc2e4\uc81c \uae30\ub2a5\uc744 \uc774\ud574\ud558\uc138\uc694.<\/li>\n<li>\uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub300\ud55c \uc758\ub3c4 \ubaa9\ub85d\uc744 \uc0dd\uc131\ud558\uc138\uc694 &#8211; \uc804\uccb4 \ud504\ub85c\uc138\uc2a4\uac00 \uac04\uc18c\ud654\ub429\ub2c8\ub2e4.\n<ul>\n<li>\uac01 \uc758\ub3c4\uc5d0 \ub300\ud574 \ubd07\uc774 \uc218\ud589\ud558\uace0\uc790 \ud558\ub294 \ud575\uc2ec \uacb0\uacfc\ub97c \uc2dd\ubcc4\ud558\uc138\uc694.<\/li>\n<li>\ud50c\ub7ab\ud3fc \uc694\uad6c \uc0ac\ud56d\uc774 \uc544\ub2c8\ub77c \uc0ac\uc6a9\uc790 \uc694\uad6c \uc0ac\ud56d\uc5d0 \uc9d1\uc911\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<li>\uc608\uc2dc \ub300\ud654\ub97c \uc790\uc138\ud788 \uc124\uba85\ud558\uc138\uc694 &#8211; \ubc1c\ud654 \ubc0f \uc751\ub2f5 \ubaa8\ub450\n<ul>\n<li>\ubc29\uc5d0 \uc788\ub294 \uc0ac\ub78c\uc758 \uc774\uc0c1\uc801\uc778 \uacb0\uacfc\ub294 \ubb34\uc5c7\uc785\ub2c8\uae4c<\/li>\n<li>\uadf9\ub2e8\uc801\uc778 \uacbd\uc6b0\uc640 \ud6c4\uc18d \uc870\uce58 \uadf8\ub9ac\uace0 \uc9c8\ubb38 \uba85\ud655\ud654\ub97c \uac80\ud1a0\ud558\uc138\uc694<\/li>\n<li>\uc774\ub97c \uc704\ud574 \ud50c\ub7ab\ud3fc\uc758 \uc2a4\ud1a0\ub9ac\ubcf4\ub4dc \uae30\ub2a5\uc744 \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubd07 \uac1c\ubc1c \ub2e8\uacc4\uc5d0\uc11c \uc544\uc9c1 \uc0ac\uc6a9\ud558\uc9c0 \uc54a\uc740 \uacbd\uc6b0, \uc9c0\uae08 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4<\/li>\n<\/ul>\n<\/li>\n<li>\uc870\uce58\ub97c \ub2ec\uc131\ud558\uae30 \uc704\ud574 \uc0ac\ub78c\ub4e4\uc774 \uc5b4\ub5a4 \uc9c8\ubb38\uc744 \ud560 \uc218 \uc788\uc744\uc9c0 \ubb3c\uc5b4\ubcf4\uc138\uc694 &#8211; \ubaa8\ub4e0 \uc758\ub3c4\uc758 \ub300\uccb4 \ubc1c\ud654\uac00 \ub429\ub2c8\ub2e4. \uad00\uc6a9 \ud45c\ud604 \ubc0f \uc18d\uc5b4 \uc0ac\uc6a9\ubc95\ub3c4 \ud3ec\ud568\ud558\uc138\uc694.<\/li>\n<\/ul>\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<h4>\uc5b4\ub5a4 \uc5d4\uc9c4\uc77c\uae4c\uc694?<\/h4>\n<p>Kore.ai \ud50c\ub7ab\ud3fc\uc774 NLU\ub97c \uc704\ud55c \uc138 \uac00\uc9c0 \uc8fc\uc694 \uc5d4\uc9c4\uc744 \uc81c\uacf5\ud558\ub294 \uac83\uc744 \uc704\uc5d0\uc11c \ud655\uc778\ud588\uc2b5\ub2c8\ub2e4<\/p>\n<ul>\n<li>\uae30\uacc4 \ud559\uc2b5(ML)<\/li>\n<li>Fundamental Meaning(FM)<\/li>\n<li>\uc9c0\uc2dd \uceec\ub809\uc158(KG)<\/li>\n<\/ul>\n<p>\uc5b4\ub5a4 \uc5d4\uc9c4\uc744 \uc5b8\uc81c \uc0ac\uc6a9\ud560\uae4c\uc694? \uac01 \uc5d4\uc9c4\uc5d0\ub294 \uc124\uc815\uacfc \uad6c\uc131\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub0b4\uc6a9\uc740 \ub2e4\ub978 \uacf3\uc5d0\uc11c \uc790\uc138\ud788 \ub2e4\ub8f9\ub2c8\ub2e4(<a href=\"\/?p=18103\" target=\"_blank\" rel=\"noopener noreferrer\">\uc790\uc138\ud55c \ub0b4\uc6a9\uc740 \uc5ec\uae30\ub97c \ucc38\uc870\ud558\uc138\uc694<\/a>). \uc5b4\ub5a4 \uc5d4\uc9c4\uc744 \uc5b8\uc81c \uc0ac\uc6a9\ud574\uc57c \ud558\ub294\uc9c0\uc5d0 \ub300\ud55c \uad11\ubc94\uc704\ud55c \uc9c0\uce68\uc774 \uc5ec\uae30\uc5d0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p><strong>\uae30\uacc4 \ud559\uc2b5 \uc5d4\uc9c4<\/strong><\/p>\n<p>ML\uc740 \ubd07 \ud559\uc2b5\uc744 \uc704\ud574 \uad8c\uc7a5\ub418\ub294 \uc5d4\uc9c4\uc785\ub2c8\ub2e4. \ubc14\ub85c \uc720\uc5f0\uc131\uacfc \uc790\ub3d9 \ud559\uc2b5 \uae30\ub2a5 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uba87 \uac00\uc9c0 \uc608\ub97c \ub4e4\uc790\uba74 \uc5d4\uc9c4\uc740 \uc720\uc0ac\ud55c \uc0c8\ub85c\uc6b4 \ubc1c\ud654\ub97c \ud559\uc2b5\ud558\uace0 \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uadf8\ub9ac\uace0 \ud559\uc2b5 \ubc1c\ud654\ub294 \uc644\uc804\ud55c \ubb38\uc7a5\uc77c \ud544\uc694\uac00 \uc5c6\uc73c\uba70, ML\uc740 \ubb38\uad6c\uc5d0\uc11c\ub3c4 \ud559\uc2b5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uad6c\ud604\ud558\ub824\ub294 \uac01 \uc758\ub3c4\uc5d0 \ub300\ud574 \ub300\uaddc\ubaa8 \ub9d0\ubb49\uce58\uac00 \uc788\ub294 \uacbd\uc6b0 \uae30\uacc4 \ud559\uc2b5\uc744 \uc120\ud0dd\ud558\uc138\uc694. \ub9d0\ubb49\uce58\uac00 \uc5c6\ub2e4\uba74 \ub9d0\ubb49\uce58\ub97c \ud558\ub098 \uac1c\ubc1c\ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4. \uc7a5\uae30\uc801\uc73c\ub85c \ubcfc \ub54c \uc2dc\uac04\uc774 \ub35c \uac78\ub9ac\uace0 \uc26c\uc6b4 \ub2e4\ub978 \uc635\uc158\uc744 \uc120\ud0dd\ud558\ub294 \uac83\ubcf4\ub2e4 \ub300\uaddc\ubaa8 \ub9d0\ubb49\uce58\ub97c \uad6c\ucd95\ud558\uace0 ML\uc744 \uc0ac\uc6a9\ud558\ub294 \ub370 \uc2dc\uac04\uc744 \ud560\uc560\ud558\ub294 \uac83\uc774 \ub354 \uc88b\uc2b5\ub2c8\ub2e4. \ub300\uaddc\ubaa8 \ub9d0\ubb49\uce58\uc758 \uc815\uc758\ub294 \uc758\ub3c4\uc5d0 \ub530\ub77c \ub2e4\ub97c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc608\ub97c \ub4e4\uc5b4, \uc758\ub3c4\uac00 \uacf5\ud1b5\uc810\uc774 \uc804\ud600 \uc5c6\uace0 \uc11c\ub85c \ub9e4\uc6b0 \ub2e4\ub974\uc9c0\ub9cc &#8220;<em>\uc794\uace0 \uac00\uc838\uc624\uae30<\/em>&#8221; \ubc0f &#8220;<em>\uc1a1\uae08<\/em>&#8220;\uacfc \uac19\uc740 \uc0d8\ud50c \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc774\ud574\ud560 \uc218 \uc788\ub294 \uacbd\uc6b0, \uac01 \uc758\ub3c4\ubcc4\ub85c 200-300\uac1c\uc758 \ub9d0\ubb49\uce58\ub85c \ucda9\ubd84\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc758\ub3c4\uac00 \uc1a1\uae08 \ubc0f \uccad\uad6c\uc11c \uacb0\uc81c\uc640 \uac19\uc774 \uc11c\ub85c \ube44\uc2b7\ud55c \uacbd\uc6b0(\u201c<em>\uc9c0\ubd88\ud558\uace0 \uc2f6\uc2b5\ub2c8\ub2e4\u2026.<\/em>\u201d\ub77c\ub294 \ub9e4\uc6b0 \uc720\uc0ac\ud55c \ubc1c\ud654\ub85c \ubcf4\ud1b5 \uc2dc\uc791\ud569\ub2c8\ub2e4), \ub9d0\ubb49\uce58\ub294 \uc218\ucc9c \uac1c\uc5ec\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\ucc2c\uac00\uc9c0\ub85c, Deep Neural Networks\ub97c \uc0ac\uc6a9\ud558\ub824\ub294 \uacbd\uc6b0 \uc774\ub7ec\ud55c \ub124\ud2b8\uc6cc\ud06c\ub294 \ub370\uc774\ud130\uac00 \ub9ce\uc774 \ud544\uc694\ud558\uae30 \ub54c\ubb38\uc5d0 \ucc38 \uae0d\uc815 \ubc0f \ucc38 \ubd80\uc815 \ubaa8\ub450\ub97c \ub354 \uc798 \uc608\uce21\ud558\uae30 \uc704\ud574 \ub354 \ub9ce\uc740 \uc218\uc758 \uc0d8\ud50c\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p><strong>\uc9c0\uc2dd \uceec\ub809\uc158 \uc5d4\uc9c4<\/strong><\/p>\n<p>\uadc0\ud558\uc758 \uc758\ub3c4\uac00 \ubcf8\uc9c8\uc801\uc73c\ub85c \uac70\ub798 \uc791\uc5c5\ubcf4\ub2e4 \uc9c8\uc758\uc640 \uc720\uc0ac\ud558\uac70\ub098 \ucf58\ud150\uce20\uac00 \ubb38\uc11c\uc5d0 \uc788\uace0 \ubd07\uc774 \ubb38\uc11c\ub85c\ubd80\ud130 \uc0ac\uc6a9\uc790 \uc9c8\uc758\uc5d0 \uc751\ub2f5\ud558\ub3c4\ub85d \ud558\ub824\uba74 \uc9c0\uc2dd \uceec\ub809\uc158\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4. \uc9c0\uc2dd \uceec\ub809\uc158\uc740 \uc0ac\uc6a9\uc790 \uc9c8\uc758\uc5d0 \ub300\ud55c \uc751\ub2f5\uc73c\ub85c \ub300\ud654 \uc791\uc5c5\uc744 \uc2e4\ud589\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218\ub3c4 \uc788\uc73c\ubbc0\ub85c \uc591\ub0a0\uc758 \uac80\uc73c\ub85c \uc791\ub3d9\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc758\ub3c4\ub294 \ub9ce\uace0 \ub300\uccb4 \ubc1c\ud654\ub97c \uc900\ube44\ud560 \uc2dc\uac04\uc774 \uc5c6\uc9c0\ub9cc \uc77c\ubd80 \uc911\uc694\ud55c \uc6a9\uc5b4\uc5d0 \uc218\ub3d9\uc73c\ub85c \uc8fc\uc11d\uc744 \ub2ec \uc218 \uc788\ub294 \uacbd\uc6b0 \uc9c0\uc2dd \uceec\ub809\uc158\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 KG\uc758 \uc8fc\uc11d\uc740 ML\uc758 \uc790\ub3d9 \ud559\uc2b5 \ud504\ub85c\uc138\uc2a4\uc640 \uc720\uc0ac\ud55c \ubc29\uc2dd\uc73c\ub85c \uc791\ub3d9\ud558\uae30 \ub54c\ubb38\uc5d0 \ub9d0\ubb49\uce58\ub97c \uad6c\ucd95\ud558\uace0 ML\uc744 \uc120\ud0dd\ud558\ub294 \ub370 \uc2dc\uac04\uc744 \ud560\uc560\ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4.<\/p>\n<p><strong>Fundamental Meaning Engine<\/strong><\/p>\n<p>\uc0ac\uc6a9\uc790\uac00 \uad00\uc6a9\uc801\uc778 \ubb38\uc7a5\uc774\ub098 \uba85\ub839\uc5b4\uc640 \uac19\uc740 \ubb38\uc7a5\uc744 \uc0ac\uc6a9\ud558\uac70\ub098 \ub108\ubb34 \uc5c4\uaca9\ud558\uc9c0 \uc54a\uace0 \uc77c\ubd80 \uae0d\uc815 \uc624\ub958\ub97c \uac10\uc218\ud560 \uc218 \uc788\ub294 \uacbd\uc6b0 FM \uc5d4\uc9c4\uc744 \uc120\ud0dd\ud558\uc138\uc694.<\/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 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