{"id":25179,"date":"2024-10-26T09:52:49","date_gmt":"2024-10-26T09:52:49","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=25179"},"modified":"2024-11-26T08:02:36","modified_gmt":"2024-11-26T08:02:36","slug":"%eb%94%a5-%eb%9f%ac%eb%8b%9d%ec%9d%84-%ec%9d%b4%ec%9a%a9%ed%95%9c-%ec%9e%90%ec%97%b0%ec%96%b4-%ec%b2%98%eb%a6%ac-%eb%b6%88%ec%9a%a9%ec%96%b4stopword","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/25179\/","title":{"rendered":"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubd88\uc6a9\uc5b4(Stopword)"},"content":{"rendered":"<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(Natural Language Processing, NLP)\ub294 \ucef4\ud4e8\ud130 \uacfc\ud559\uacfc \uc778\uacf5\uc9c0\ub2a5\uc758 \ud55c \ubd84\uc57c\ub85c\uc368, \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\ub294 \uae30\uc220\uc744 \uc5f0\uad6c\ud569\ub2c8\ub2e4. \ucd5c\uadfc \uba87 \ub144\uac04 \ub525 \ub7ec\ub2dd \uae30\uc220\uc758 \ubc1c\uc804\uc73c\ub85c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubd84\uc57c\ub294 \ud070 \ud601\uc2e0\uc744 \uc774\ub8e8\uc5c8\uc73c\uba70, \ub9ce\uc740 \uae30\uc5c5\uacfc \uc5f0\uad6c\uc790\ub4e4\uc774 \uc774\ub97c \ud65c\uc6a9\ud558\uc5ec \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub9cc\ub4e4\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>1. \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uae30\ubcf8 \uac1c\ub150<\/h2>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uae30\ubcf8 \ubaa9\ud45c\ub294 \ucef4\ud4e8\ud130\uac00 \uc778\uac04 \uc5b8\uc5b4\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc774\ud574\ud558\uace0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uac83\uc785\ub2c8\ub2e4. NLP\uc758 \uc8fc\uc694 \uc791\uc5c5\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\ubb38\uc7a5 \ubd84\ub9ac(Sentence Segmentation)<\/li>\n<li>\ud1a0\ud070\ud654(Tokenization)<\/li>\n<li>\ud488\uc0ac \ud0dc\uae45(Part-of-Speech Tagging)<\/li>\n<li>\uac1c\uccb4 \uc778\uc2dd(Named Entity Recognition)<\/li>\n<li>\uac10\uc815 \ubd84\uc11d(Sentiment Analysis)<\/li>\n<\/ul>\n<h2>2. \ub525 \ub7ec\ub2dd\uacfc \uc790\uc5f0\uc5b4 \ucc98\ub9ac<\/h2>\n<p>\ub525 \ub7ec\ub2dd\uc740 \uc778\uacf5 \uc2e0\uacbd\ub9dd\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uae30\uacc4 \ud559\uc2b5\uc758 \ud55c \uc885\ub958\ub85c, \ud2b9\ud788 \ub300\ub7c9\uc758 \ub370\uc774\ud130\uc5d0\uc11c \uc720\uc6a9\ud55c \ud328\ud134\uc744 \ud559\uc2b5\ud558\ub294 \ub370 \uac15\uc810\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. NLP \ubd84\uc57c\uc5d0\uc11c\ub3c4 \ub525 \ub7ec\ub2dd \uae30\uc220\uc740 CNN(Convolutional Neural Networks), RNN(Recurrent Neural Networks), LSTM(Long Short-Term Memory) \ubc0f Transformer\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \ubaa8\ub378\uc744 \ud1b5\ud574 \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>3. \ubd88\uc6a9\uc5b4(Stopword)\uc758 \uac1c\ub150<\/h2>\n<p>\ubd88\uc6a9\uc5b4\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc5d0\uc11c \uc758\ubbf8\uac00 \uc5c6\ub294 \ub2e8\uc5b4\ub098 \uc790\uc8fc \uc0ac\uc6a9\ub418\uc9c0\ub9cc \ubd84\uc11d\uc5d0 \ud544\uc694\ud558\uc9c0 \uc54a\uc740 \ub2e8\uc5b4\ub97c \uc9c0\uce6d\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, &#8216;\uc758&#8217;, &#8216;\uac00&#8217;, &#8216;\uc774&#8217;, &#8216;\ub97c&#8217;, &#8216;\uc740&#8217;, &#8216;\uadf8\ub9ac\uace0&#8217;\uc640 \uac19\uc740 \ub2e8\uc5b4\ub4e4\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ub2e8\uc5b4\ub4e4\uc740 \ubb38\ub9e5\uc0c1 \uc815\ubcf4\ub97c \uac70\uc758 \ud3ec\ud568\ud558\uace0 \uc788\uc9c0 \uc54a\uae30 \ub54c\ubb38\uc5d0 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc5d0\uc11c \uc885\uc885 \ubb34\uc2dc\ub418\uace4 \ud569\ub2c8\ub2e4.<\/p>\n<h2>4. \ubd88\uc6a9\uc5b4\ub97c \ucc98\ub9ac\ud558\ub294 \uc774\uc720<\/h2>\n<p>\ubd88\uc6a9\uc5b4\ub97c \ucc98\ub9ac\ud558\ub294 \uc774\uc720\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\ub370\uc774\ud130 \ud06c\uae30 \uac10\uc18c:<\/strong> \ubd88\uc6a9\uc5b4\ub97c \uc81c\uac70\ud568\uc73c\ub85c\uc368 \ub370\uc774\ud130\uc758 \ud06c\uae30\ub97c \uc904\uc77c \uc218 \uc788\uc73c\uba70, \uc774\ub294 \ud559\uc2b5 \uc18d\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\uace0 \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \uac1c\uc120\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/li>\n<li><strong>\ub178\uc774\uc988 \uac10\uc18c:<\/strong> \ubd88\uc6a9\uc5b4\ub294 \ubd84\uc11d\uc5d0 \ud544\uc694\ud55c \uc815\ubcf4\uc758 \ub178\uc774\uc988\ub97c \ucd94\uac00\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c, \ubd88\uc6a9\uc5b4\ub97c \uc81c\uac70\ud558\uba74 \ub354 \uba85\ud655\ud55c \ud328\ud134\uc744 \ucc3e\ub294\ub370 \uc720\ub9ac\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ud2b9\uc9d5 \uc120\ud0dd:<\/strong> \uad00\ub828\uc131\uc774 \ub192\uc740 \ub2e8\uc5b4\ub4e4\ub85c\ub9cc \uad6c\uc131\ub41c \ub370\uc774\ud130\ub294 \ub354\uc6b1 \uc720\uc758\ubbf8\ud55c \ud2b9\uc9d5\uc744 \uc81c\uacf5\ud558\uc5ec \ubaa8\ub378\uc758 \uc608\uce21 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>5. \ub525 \ub7ec\ub2dd\uacfc \ubd88\uc6a9\uc5b4 \ucc98\ub9ac<\/h2>\n<p>\ub525 \ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc5d0\uc11c\ub294 \ubd88\uc6a9\uc5b4 \ucc98\ub9ac \ubc29\ubc95\uc5d0\ub3c4 \ubcc0\ud654\uac00 \uc0dd\uacbc\uc2b5\ub2c8\ub2e4. \uc804\ud1b5\uc801\uc73c\ub85c \ubd88\uc6a9\uc5b4\ub97c \uc0ac\uc804\uc5d0 \uc815\uc758\ud558\uace0 \uc774\ub97c \uc81c\uac70\ud558\ub294 \ubc29\ubc95\uc774 \uc0ac\uc6a9\ub418\uc5c8\uc9c0\ub9cc, \ucd5c\uadfc \uc5f0\uad6c\ub294 \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc774 \ud56d\uc0c1 \ucd5c\uc120\uc774 \uc544\ub2d8\uc744 \ubcf4\uc5ec\uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>5.1 \uc784\ubca0\ub529 \ub808\uc774\uc5b4\uc5d0\uc11c\uc758 \ubd88\uc6a9\uc5b4 \ucc98\ub9ac<\/h3>\n<p>\ub525 \ub7ec\ub2dd \ubaa8\ub378\uc5d0\uc11c\ub294 \ub2e8\uc5b4 \uc784\ubca0\ub529\uc744 \ud1b5\ud574 \ub2e8\uc5b4\uc758 \uc758\ubbf8\ub97c \ubca1\ud130 \uacf5\uac04\uc5d0\uc11c \ud45c\ud604\ud569\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c \ubd88\uc6a9\uc5b4\ub97c \ud3ec\ud568\ud55c \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \ubaa8\ub378 \ud559\uc2b5\uc5d0\ub294 \ub354 \uc720\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubd88\uc6a9\uc5b4\uac00 \uac00\uc9c4 \ubbf8\uc138\ud55c \uc758\ubbf8 \ubcc0\ud654\uac00 \uacb0\uacfc\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/p>\n<h3>5.2 \uc0ac\uc804 \ud6c8\ub828\ub41c \ubaa8\ub378\uc758 \ud65c\uc6a9<\/h3>\n<p>\uc804\uc774 \ud559\uc2b5(Transfer Learning) \uae30\ubc95\uc744 \uc0ac\uc6a9\ud558\ub294 \uc0ac\uc804 \ud6c8\ub828\ub41c \ubaa8\ub378(BERT, GPT, Transformer \ub4f1)\uc740 \ub2e4\uc591\ud55c \ub370\uc774\ud130\uc14b\uc5d0\uc11c \ud559\uc2b5\ud588\uae30 \ub54c\ubb38\uc5d0 \ubd88\uc6a9\uc5b4\ub97c \ucc98\ub9ac\ud558\ub294 \ud2b9\ubcc4\ud55c \uc804\ub7b5\uc774 \ud544\uc694 \uc5c6\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\ub4e4\uc740 \uc790\uc5f0\uc5b4\uc758 \ub9e5\ub77d\uc744 \uc774\ud574\ud558\ub294 \ub2a5\ub825\uc774 \ub6f0\uc5b4\ub098\uae30 \ub54c\ubb38\uc5d0 \ubd88\uc6a9\uc5b4 \ud3ec\ud568 \uc5ec\ubd80\uc5d0 \uc0c1\uad00\uc5c6\uc774 \ub192\uc740 \uc131\uacfc\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>6. \ubd88\uc6a9\uc5b4 \ucc98\ub9ac \ubc29\ubc95<\/h2>\n<p>\ubd88\uc6a9\uc5b4\ub97c \ucc98\ub9ac\ud558\ub294 \ub2e4\uc591\ud55c \ubc29\ubc95\uc774 \uc874\uc7ac\ud569\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\uc0ac\uc804 \uae30\ubc18 \uc81c\uac70:<\/strong> \ubbf8\ub9ac \uc815\uc758\ub41c \ubd88\uc6a9\uc5b4 \ubaa9\ub85d\uc744 \ud65c\uc6a9\ud558\uc5ec \ud14d\uc2a4\ud2b8\uc5d0\uc11c \ud574\ub2f9 \ub2e8\uc5b4\ub97c \uc81c\uac70\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/li>\n<li><strong>TF-IDF \uac00\uc911\uce58 \uae30\ubc18:<\/strong> Term Frequency-Inverse Document Frequency(TF-IDF) \uae30\ubc95\uc744 \ud1b5\ud574 \ubd88\uc6a9\uc5b4\uc758 \uc911\uc694\uc131\uc774 \ub0ae\uace0 \ud2b9\uc815 \ubb38\uc11c\uc5d0\uc11c \uc790\uc8fc \ub098\ud0c0\ub098\ub294 \ub2e8\uc5b4\ub97c \uc2dd\ubcc4\ud558\uc5ec \uc81c\uac70\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/li>\n<li><strong>\ub525 \ub7ec\ub2dd \uae30\ubc18:<\/strong> \uc2e0\uacbd\ub9dd\uc744 \ud65c\uc6a9\ud574 \ubb38\ub9e5\uc0c1 \uc911\uc694\uc131\uc774 \ub0ae\uc740 \ub2e8\uc5b4\ub97c \uc790\ub3d9\uc73c\ub85c \ud559\uc2b5\ud558\uace0 \uc81c\uac70\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>7. \uacb0\ub860<\/h2>\n<p>\ubd88\uc6a9\uc5b4\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uba70, \uc774\ub97c \uc5b4\ub5bb\uac8c \ucc98\ub9ac\ud558\ub294\uac00\uc5d0 \ub530\ub77c \ubaa8\ub378\uc758 \uc131\uacfc\uac00 \ud06c\uac8c \uc88c\uc6b0\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub525 \ub7ec\ub2dd\uc758 \ubc1c\uc804\uacfc \ud568\uaed8 \ubd88\uc6a9\uc5b4 \ucc98\ub9ac \ubc29\ubc95\ub3c4 \ub2e4\uc591\ud574\uc9c0\uace0 \uc788\uc73c\uba70, \uac01 \uacbd\uc6b0\uc5d0 \ub9de\ub294 \ucd5c\uc801\uc758 \uc811\uadfc \ubc29\uc2dd\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ubc94\uc704 \ub113\uc740 \uc5f0\uad6c\uc640 \uc2e4\ud5d8\uc774 \ud544\uc694\ud55c \ubd84\uc57c\ub85c, \uc55e\uc73c\ub85c\ub3c4 \ub354 \ub9ce\uc740 \ubc1c\uc804\uc774 \uae30\ub300\ub429\ub2c8\ub2e4.<\/p>\n<h2>\ucc38\uace0 \ubb38\ud5cc<\/h2>\n<ul>\n<li>Vaswani, A., et al. (2017). &#8220;Attention is All You Need.&#8221; In Advances in Neural Information Processing Systems.<\/li>\n<li>Devlin, J., et al. (2019). &#8220;BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.&#8221; arXiv preprint arXiv:1810.04805.<\/li>\n<li>Brown, T. B., et al. (2020). &#8220;Language Models are Few-Shot Learners.&#8221; arXiv preprint arXiv:2005.14165.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(Natural Language Processing, NLP)\ub294 \ucef4\ud4e8\ud130 \uacfc\ud559\uacfc \uc778\uacf5\uc9c0\ub2a5\uc758 \ud55c \ubd84\uc57c\ub85c\uc368, \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\ub294 \uae30\uc220\uc744 \uc5f0\uad6c\ud569\ub2c8\ub2e4. \ucd5c\uadfc \uba87 \ub144\uac04 \ub525 \ub7ec\ub2dd \uae30\uc220\uc758 \ubc1c\uc804\uc73c\ub85c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubd84\uc57c\ub294 \ud070 \ud601\uc2e0\uc744 \uc774\ub8e8\uc5c8\uc73c\uba70, \ub9ce\uc740 \uae30\uc5c5\uacfc \uc5f0\uad6c\uc790\ub4e4\uc774 \uc774\ub97c \ud65c\uc6a9\ud558\uc5ec \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub9cc\ub4e4\uace0 \uc788\uc2b5\ub2c8\ub2e4. 1. \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uae30\ubcf8 \uac1c\ub150 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uae30\ubcf8 \ubaa9\ud45c\ub294 \ucef4\ud4e8\ud130\uac00 \uc778\uac04 \uc5b8\uc5b4\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc774\ud574\ud558\uace0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d &hellip; <a href=\"https:\/\/atmokpo.com\/w\/25179\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubd88\uc6a9\uc5b4(Stopword)&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[16],"tags":[],"class_list":["post-25179","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubd88\uc6a9\uc5b4(Stopword) - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/atmokpo.com\/w\/25179\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubd88\uc6a9\uc5b4(Stopword) - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc790\uc5f0\uc5b4 \ucc98\ub9ac(Natural Language Processing, NLP)\ub294 \ucef4\ud4e8\ud130 \uacfc\ud559\uacfc \uc778\uacf5\uc9c0\ub2a5\uc758 \ud55c \ubd84\uc57c\ub85c\uc368, \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\ub294 \uae30\uc220\uc744 \uc5f0\uad6c\ud569\ub2c8\ub2e4. \ucd5c\uadfc \uba87 \ub144\uac04 \ub525 \ub7ec\ub2dd \uae30\uc220\uc758 \ubc1c\uc804\uc73c\ub85c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubd84\uc57c\ub294 \ud070 \ud601\uc2e0\uc744 \uc774\ub8e8\uc5c8\uc73c\uba70, \ub9ce\uc740 \uae30\uc5c5\uacfc \uc5f0\uad6c\uc790\ub4e4\uc774 \uc774\ub97c \ud65c\uc6a9\ud558\uc5ec \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub9cc\ub4e4\uace0 \uc788\uc2b5\ub2c8\ub2e4. 1. \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uae30\ubcf8 \uac1c\ub150 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uae30\ubcf8 \ubaa9\ud45c\ub294 \ucef4\ud4e8\ud130\uac00 \uc778\uac04 \uc5b8\uc5b4\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc774\ud574\ud558\uace0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d &hellip; \ub354 \ubcf4\uae30 &quot;\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubd88\uc6a9\uc5b4(Stopword)&quot;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/25179\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-26T09:52:49+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T08:02:36+00:00\" \/>\n<meta name=\"author\" content=\"root\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:site\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:label1\" content=\"\uae00\uc4f4\uc774\" \/>\n\t<meta name=\"twitter:data1\" content=\"root\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/atmokpo.com\/w\/25179\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/25179\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubd88\uc6a9\uc5b4(Stopword)\",\"datePublished\":\"2024-10-26T09:52:49+00:00\",\"dateModified\":\"2024-11-26T08:02:36+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/25179\/\"},\"wordCount\":87,\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"articleSection\":[\"\ub525\ub7ec\ub2dd \uc790\uc5f0\uc5b4\ucc98\ub9ac\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/atmokpo.com\/w\/25179\/\",\"url\":\"https:\/\/atmokpo.com\/w\/25179\/\",\"name\":\"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubd88\uc6a9\uc5b4(Stopword) - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#website\"},\"datePublished\":\"2024-10-26T09:52:49+00:00\",\"dateModified\":\"2024-11-26T08:02:36+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/atmokpo.com\/w\/25179\/#breadcrumb\"},\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/atmokpo.com\/w\/25179\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/atmokpo.com\/w\/25179\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\ud648\",\"item\":\"https:\/\/atmokpo.com\/w\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubd88\uc6a9\uc5b4(Stopword)\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/atmokpo.com\/w\/#website\",\"url\":\"https:\/\/atmokpo.com\/w\/\",\"name\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/atmokpo.com\/w\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ko-KR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\",\"name\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"url\":\"https:\/\/atmokpo.com\/w\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png\",\"contentUrl\":\"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png\",\"width\":400,\"height\":400,\"caption\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\"},\"image\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/bebubo4\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\",\"name\":\"root\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g\",\"caption\":\"root\"},\"sameAs\":[\"http:\/\/atmokpo.com\/w\"],\"url\":\"https:\/\/atmokpo.com\/w\/author\/root\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubd88\uc6a9\uc5b4(Stopword) - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/atmokpo.com\/w\/25179\/","og_locale":"ko_KR","og_type":"article","og_title":"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubd88\uc6a9\uc5b4(Stopword) - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","og_description":"\uc790\uc5f0\uc5b4 \ucc98\ub9ac(Natural Language Processing, NLP)\ub294 \ucef4\ud4e8\ud130 \uacfc\ud559\uacfc \uc778\uacf5\uc9c0\ub2a5\uc758 \ud55c \ubd84\uc57c\ub85c\uc368, \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\ub294 \uae30\uc220\uc744 \uc5f0\uad6c\ud569\ub2c8\ub2e4. \ucd5c\uadfc \uba87 \ub144\uac04 \ub525 \ub7ec\ub2dd \uae30\uc220\uc758 \ubc1c\uc804\uc73c\ub85c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubd84\uc57c\ub294 \ud070 \ud601\uc2e0\uc744 \uc774\ub8e8\uc5c8\uc73c\uba70, \ub9ce\uc740 \uae30\uc5c5\uacfc \uc5f0\uad6c\uc790\ub4e4\uc774 \uc774\ub97c \ud65c\uc6a9\ud558\uc5ec \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub9cc\ub4e4\uace0 \uc788\uc2b5\ub2c8\ub2e4. 1. \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uae30\ubcf8 \uac1c\ub150 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uae30\ubcf8 \ubaa9\ud45c\ub294 \ucef4\ud4e8\ud130\uac00 \uc778\uac04 \uc5b8\uc5b4\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc774\ud574\ud558\uace0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d &hellip; \ub354 \ubcf4\uae30 \"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubd88\uc6a9\uc5b4(Stopword)\"","og_url":"https:\/\/atmokpo.com\/w\/25179\/","og_site_name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","article_published_time":"2024-10-26T09:52:49+00:00","article_modified_time":"2024-11-26T08:02:36+00:00","author":"root","twitter_card":"summary_large_image","twitter_creator":"@bebubo4","twitter_site":"@bebubo4","twitter_misc":{"\uae00\uc4f4\uc774":"root"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/atmokpo.com\/w\/25179\/#article","isPartOf":{"@id":"https:\/\/atmokpo.com\/w\/25179\/"},"author":{"name":"root","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7"},"headline":"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubd88\uc6a9\uc5b4(Stopword)","datePublished":"2024-10-26T09:52:49+00:00","dateModified":"2024-11-26T08:02:36+00:00","mainEntityOfPage":{"@id":"https:\/\/atmokpo.com\/w\/25179\/"},"wordCount":87,"publisher":{"@id":"https:\/\/atmokpo.com\/w\/#organization"},"articleSection":["\ub525\ub7ec\ub2dd \uc790\uc5f0\uc5b4\ucc98\ub9ac"],"inLanguage":"ko-KR"},{"@type":"WebPage","@id":"https:\/\/atmokpo.com\/w\/25179\/","url":"https:\/\/atmokpo.com\/w\/25179\/","name":"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubd88\uc6a9\uc5b4(Stopword) - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","isPartOf":{"@id":"https:\/\/atmokpo.com\/w\/#website"},"datePublished":"2024-10-26T09:52:49+00:00","dateModified":"2024-11-26T08:02:36+00:00","breadcrumb":{"@id":"https:\/\/atmokpo.com\/w\/25179\/#breadcrumb"},"inLanguage":"ko-KR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/atmokpo.com\/w\/25179\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/atmokpo.com\/w\/25179\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\ud648","item":"https:\/\/atmokpo.com\/w\/en\/"},{"@type":"ListItem","position":2,"name":"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ubd88\uc6a9\uc5b4(Stopword)"}]},{"@type":"WebSite","@id":"https:\/\/atmokpo.com\/w\/#website","url":"https:\/\/atmokpo.com\/w\/","name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","description":"","publisher":{"@id":"https:\/\/atmokpo.com\/w\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/atmokpo.com\/w\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/atmokpo.com\/w\/#organization","name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","url":"https:\/\/atmokpo.com\/w\/","logo":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/","url":"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png","contentUrl":"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png","width":400,"height":400,"caption":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8"},"image":{"@id":"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/bebubo4"]},{"@type":"Person","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7","name":"root","image":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g","caption":"root"},"sameAs":["http:\/\/atmokpo.com\/w"],"url":"https:\/\/atmokpo.com\/w\/author\/root\/"}]}},"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/25179","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/comments?post=25179"}],"version-history":[{"count":1,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/25179\/revisions"}],"predecessor-version":[{"id":25180,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/25179\/revisions\/25180"}],"wp:attachment":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/media?parent=25179"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/categories?post=25179"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/tags?post=25179"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}