{"id":29443,"date":"2024-10-27T16:18:28","date_gmt":"2024-10-27T16:18:28","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=29443"},"modified":"2024-11-26T06:52:37","modified_gmt":"2024-11-26T06:52:37","slug":"%eb%a8%b8%ec%8b%a0%eb%9f%ac%eb%8b%9d-%eb%b0%8f-%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%95%8c%ea%b3%a0%eb%a6%ac%ec%a6%98-%ed%8a%b8%eb%a0%88%ec%9d%b4%eb%94%a9-%ed%8c%a9%ed%84%b0-5%eb%b6%84%ec%9c%84%ec%88%98","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/29443\/","title":{"rendered":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ud329\ud130 5\ubd84\uc704\uc218\uc5d0 \uc758\ud55c \uc608\uce21 \uc131\uacfc"},"content":{"rendered":"<p>\uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ub370\uc774\ud130 \ubd84\uc11d\uacfc \ubaa8\ub378\ub9c1\uc744 \ud1b5\ud574 \ub354 \ub098\uc740 \ud22c\uc790 \uc131\uacfc\ub97c \uac70\ub450\ub824\ub294 \ud22c\uc790\uc790\ub4e4\uc5d0\uac8c \ud544\uc218\uc801\uc778 \ub3c4\uad6c\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \ubc1c\uc804\uc740 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc758 \uc815\uad50\ud568\uacfc \uc608\uce21\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub370 \uae30\uc5ec\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc790\ub3d9 \ub9e4\ub9e4 \uc54c\uace0\ub9ac\uc998\uc758 \uac1c\uc694\uc640 \ud329\ud130 \uae30\ubc18\uc758 5\ubd84\uc704\uc218 \ubd84\uc11d\uc744 \ud1b5\ud55c \uc608\uce21 \uc131\uacfc\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>1. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uac1c\uc694<\/h2>\n<p>\uba38\uc2e0\ub7ec\ub2dd\uc740 \ucef4\ud4e8\ud130\uac00 \uba85\uc2dc\uc801 \ud504\ub85c\uadf8\ub798\ubc0d \uc5c6\uc774 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ud559\uc2b5\ud558\ub3c4\ub85d \ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uae30\ubcf8\uc801\uc73c\ub85c \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uc744 \ucc3e\uc544\ub0b4\uace0 \uc774\ub97c \ud65c\uc6a9\ud558\uc5ec \ubbf8\ub798\uc758 \uacb0\uacfc\ub97c \uc608\uce21\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ubc18\uba74\uc5d0 \ub525\ub7ec\ub2dd\uc740 \uba38\uc2e0\ub7ec\ub2dd\uc758 \ud55c \ubd84\uc57c\ub85c, \uc778\uacf5 \uc2e0\uacbd\ub9dd\uc744 \uae30\ubc18\uc73c\ub85c \ud558\uc5ec \ub354 \uae4a\uace0 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \uad6c\uc870\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>1.1 \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998<\/h3>\n<p>\uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \ud06c\uac8c \uc138 \uac00\uc9c0\ub85c \ubd84\ub958\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\uc9c0\ub3c4 \ud559\uc2b5(Supervised Learning)<\/strong>: \uc785\ub825\uacfc \ucd9c\ub825 \ub370\uc774\ud130 \uc30d\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc8fc\uc2dd \uac00\uaca9 \uc608\uce21\uc5d0 \uc788\uc5b4\uc11c \uacfc\uac70 \uac00\uaca9 \ub370\uc774\ud130\uc640 \uc2e4\uc81c \ub2e4\uc74c \ub0a0 \uac00\uaca9\uc744 \ucc38\uace0\ud558\uc5ec \ubaa8\ub378\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ube44\uc9c0\ub3c4 \ud559\uc2b5(Unsupervised Learning)<\/strong>: \ucd9c\ub825 \ub370\uc774\ud130 \uc5c6\uc774 \uc785\ub825 \ub370\uc774\ud130\ub9cc\uc73c\ub85c \ud559\uc2b5\uc744 \uc9c4\ud589\ud569\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130\ub9c1\uc774\ub098 \uc2dc\uac01\ud654 \uc791\uc5c5\uc5d0 \uc8fc\ub85c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<li><strong>\uac15\ud654 \ud559\uc2b5(Reinforcement Learning)<\/strong>: \uc5d0\uc774\uc804\ud2b8\uac00 \ud658\uacbd\uacfc \uc0c1\ud638\uc791\uc6a9\ud558\uba70 \ubcf4\uc0c1\uc744 \ucd5c\ub300\ud654\ud558\ub294 \ubc29\ud5a5\uc73c\ub85c \ud559\uc2b5\ud569\ub2c8\ub2e4. \ud2b8\ub808\uc774\ub529\uc5d0\uc11c\ub294 \ud3ec\uc9c0\uc158\uc744 \ucde8\ud558\ub294 \uac83\uc5d0 \ub300\ud55c \ubcf4\uc0c1\uc744 \ud1b5\ud574 \uc804\ub7b5\uc744 \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>1.2 \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998<\/h3>\n<p>\ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \uc8fc\ub85c \ub2e4\uc74c\uacfc \uac19\uc740 \uad6c\uc870\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\uc778\uacf5 \uc2e0\uacbd\ub9dd(Artificial Neural Networks)<\/strong>: \uc5ec\ub7ec \uce35\uc73c\ub85c \uad6c\uc131\ub41c \uc2e0\uacbd\ub9dd\uc73c\ub85c, \uc785\ub825 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ubcf5\uc7a1\ud55c \ud328\ud134\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ud569\uc131\uacf1 \uc2e0\uacbd\ub9dd(Convolutional Neural Networks, CNN)<\/strong>: \uc774\ubbf8\uc9c0 \ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \uc801\ud569\ud55c \uad6c\uc870\ub85c, \uae08\uc735 \ub370\uc774\ud130\uc758 \uc2dc\uacc4\uc5f4 \ubd84\uc11d\uc5d0\ub3c4 \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc21c\ud658 \uc2e0\uacbd\ub9dd(Recurrent Neural Networks, RNN)<\/strong>: \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub294 \ub370 \ud2b9\ud654\ub41c \uc2e0\uacbd\ub9dd\uc73c\ub85c, \uc8fc\uc2dd \uc2dc\uc7a5\uc758 \ud0c0\uc784\uc2dc\ub9ac\uc988 \ub370\uc774\ud130\ub97c \ub2e4\ub8f0 \ub54c \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>2. \ud329\ud130 \uae30\ubc18 \ud2b8\ub808\uc774\ub529<\/h2>\n<p>\ud2b8\ub808\uc774\ub529\uc5d0\uc11c \ud329\ud130\ub780 \uc790\uc0b0\uc758 \uc218\uc775\ub960\uc744 \uc124\uba85\ud558\ub294 \ubcc0\uc218 \ud639\uc740 \ud2b9\uc131\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \ud329\ud130 \uae30\ubc18 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc740 \ud2b9\uc815 \ud329\ud130\ub4e4\uc774 \uc2dc\uc7a5\uc5d0\uc11c \uc5b4\ub5bb\uac8c \uc791\uc6a9\ud558\ub294\uc9c0 \ubd84\uc11d\ud558\uc5ec \ud22c\uc790 \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \uc811\uadfc \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc778 \ud329\ud130\uc5d0\ub294 \uac00\uce58, \uc9c8\uc801 \uc131\uc7a5, \ubaa8\uba58\ud140 \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n<h3>2.1 \ud329\ud130\uc758 5\ubd84\uc704\uc218 \ubd84\uc11d<\/h3>\n<p>5\ubd84\uc704\uc218 \ubd84\uc11d\uc740 \ub370\uc774\ud130 \ubd84\ud3ec\ub97c 5\uac1c\uc758 \ub3d9\uc77c\ud55c \ubd80\ubd84\uc73c\ub85c \ub098\ub204\uc5b4 \uac01 \ubc94\uc704\uc5d0 \uc18d\ud558\ub294 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\ub294 \uae30\ubc95\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc8fc\uc2dd\uc758 PER(\uc8fc\uac00\uc218\uc775\ube44\uc728)\uc774\ub77c\ub294 \ud329\ud130\ub97c \uae30\uc900\uc73c\ub85c \ubaa8\ub4e0 \uc8fc\uc2dd\uc744 5\uac1c \ubd84\uc704\uc218\ub85c \ub098\ub204\uc5b4 \uac01 \ubc94\uc704\uc5d0 \uc18d\ud558\ub294 \uc8fc\uc2dd\ub4e4\uc758 \ud3c9\uade0 \uc218\uc775\ub960\uc744 \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774 \uae30\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ub2e8\uacc4\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4:<\/p>\n<ol>\n<li>\ub300\uc0c1 \uc8fc\uc2dd\uc758 \ud2b9\uc131\uc5d0 \ub530\ub77c \ud329\ud130\ub97c \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc120\ud0dd\ud55c \ud329\ud130\uc758 \uac12\uc744 \uae30\ubc18\uc73c\ub85c \uc8fc\uc2dd\uc744 5\uac1c\uc758 \ubd84\uc704\uc218\ub85c \ub098\ub215\ub2c8\ub2e4.<\/li>\n<li>\uac01 \ubd84\uc704\uc218 \uadf8\ub8f9\uc758 \uc131\uacfc\ub97c \ube44\uad50 \ubd84\uc11d\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n<h2>3. \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \ud329\ud130 \ud2b8\ub808\uc774\ub529<\/h2>\n<p>\uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud558\uc5ec \ud329\ud130 \uae30\ubc18 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \ubcf4\ub2e4 \uc815\uad50\ud558\uac8c \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574\uc11c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ub2e8\uacc4\uac00 \ud544\uc694\ud569\ub2c8\ub2e4:<\/p>\n<h3>3.1 \ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \uc804\ucc98\ub9ac<\/h3>\n<p>\ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud574 \ud544\uc694\ud55c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud569\ub2c8\ub2e4. \uc774\ub294 \uc8fc\uc2dd \uac00\uaca9 \ub370\uc774\ud130, \uac70\ub798\ub7c9, \uae30\uc5c5 \uc7ac\ubb34\uc81c\ud45c, \uacbd\uc81c \uc9c0\ud45c \ub4f1 \ub2e4\uc591\ud55c \ud615\ud0dc\uc758 \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc218\uc9d1\ub41c \ub370\uc774\ud130\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uacfc\uc815\uc744 \ud1b5\ud574 \uc804\ucc98\ub9ac\ub429\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\uacb0\uce21\uce58 \ucc98\ub9ac<\/strong>: \ub370\uc774\ud130\uc5d0 \uacb0\uce21\uac12\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc744 \uacbd\uc6b0, \uc774\ub97c \ucc98\ub9ac\ud558\ub294 \ubc29\ubc95\uc744 \uacb0\uc815\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uc815\uc0c1\ud654 \ubc0f \ud45c\uc900\ud654<\/strong>: \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ub192\uc774\uae30 \uc704\ud574 \ubcc0\uc218\uc758 \uc2a4\ucf00\uc77c\uc744 \uc870\uc815\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ud2b9\uc131 \uc120\ud0dd<\/strong>: \uc911\uc694\ud55c \ud2b9\uc131\ub9cc\uc744 \uc120\uc815\ud558\uc5ec \ubaa8\ub378\uc758 \ubcf5\uc7a1\ub3c4\ub97c \uc904\uc774\uace0 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>3.2 \ubaa8\ub378 \ud559\uc2b5 \ubc0f \ud3c9\uac00<\/h3>\n<p>\uc804\ucc98\ub9ac\ub41c \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0b5\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ub2e8\uacc4\ub85c \uc9c4\ud589\ub429\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\ubaa8\ub378 \uc120\ud0dd<\/strong>: \ud68c\uadc0, \ubd84\ub958 \ub610\ub294 \uc2dc\uacc4\uc5f4 \uc608\uce21 \ubaa8\ub378 \uc911 \uc801\uc808\ud55c \ubaa8\ub378\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ud29c\ub2dd<\/strong>: \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \uadf9\ub300\ud654\ud558\uae30 \uc704\ud574 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\ub97c \uc870\uc815\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ubaa8\ub378 \ud3c9\uac00<\/strong>: \uad50\ucc28\uac80\uc99d(Cross-Validation), \ud14c\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \uc774\uc6a9\ud574 \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>3.3 \uc131\uacfc \ubd84\uc11d<\/h3>\n<p>\ubaa8\ub378\uc758 \uc131\uacfc\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc9c0\ud45c\ub97c \ud1b5\ud574 \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\uc218\uc775\ub960<\/strong>: \ud22c\uc790\uc5d0 \ub300\ud55c \uc2e4\uc81c \uc218\uc775\ub960\uc744 \uce21\uc815\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uc0e4\ud504 \ube44\uc728(Sharpe Ratio)<\/strong>: \uc704\ud5d8 \ub300\ube44 \uc218\uc775\ub960\uc744 \ubd84\uc11d\ud558\uc5ec \ud22c\uc790 \uc804\ub7b5\uc758 \uc218\uc775\uc131\uc744 \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/li>\n<li><strong> maximum drawdown<\/strong>: \ud22c\uc790 \uae30\uac04 \uc911 \uc790\uc0b0 \uac00\uce58 \ud558\ub77d\uc758 \ucd5c\ub300 \ube44\uc728\uc744 \uce21\uc815\ud558\uc5ec \ub9ac\uc2a4\ud06c\ub97c \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>4. \uc2e4\uc81c \uc0ac\ub840 \uc5f0\uad6c<\/h2>\n<p>\uc774\uc81c \uc2e4\uc81c \ub370\uc774\ud130\uc640 \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uc5ec \ud329\ud130 5\ubd84\uc704\uc218 \uae30\ubc18\uc758 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud574\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc0ac\ub840 \uc5f0\uad6c\uc758 \ub2e8\uacc4\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<h3>4.1 \ub370\uc774\ud130 \ub2e4\uc6b4\ub85c\ub4dc<\/h3>\n<p>\ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uae30 \uc704\ud574 Python\uc758 pandas \ubc0f yfinance \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud2b9\uc815 \uc8fc\uc2dd\uc758 \uac00\uaca9\uacfc \uc7ac\ubb34 \uc815\ubcf4\ub97c \ub2e4\uc6b4\ub85c\ub4dc\ud569\ub2c8\ub2e4.<\/p>\n<h3>4.2 \ud329\ud130 \uacc4\uc0b0<\/h3>\n<p>\uc8fc\uc2dd \ub370\uc774\ud130\uc5d0\uc11c PER, PBR, \ubc30\ub2f9 \uc218\uc775\ub960 \ub4f1 \ub2e4\uc591\ud55c \ud329\ud130\ub97c \uacc4\uc0b0\ud558\uc5ec \uac01\uac01\uc758 5\ubd84\uc704\uc218\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n<h3>4.3 \ubaa8\ub378\ub9c1 \ubc0f \uc131\uacfc \ud3c9\uac00<\/h3>\n<p>\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud329\ud130 \uae30\ubc18\uc758 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\uace0, \uc774\ub97c \ud1b5\ud574 \uac01 \ubd84\uc704\uc218 \uadf8\ub8f9\uc758 \uc131\uacfc\ub97c \ube44\uad50 \ubd84\uc11d\ud569\ub2c8\ub2e4.<\/p>\n<h2>5. \uacb0\ub860<\/h2>\n<p>\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \ud329\ud130 \uae30\ubc18 5\ubd84\uc704\uc218 \uc608\uce21\uc740 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc758 \uc131\uacfc\ub97c \ub192\uc774\ub294 \uc720\uc6a9\ud55c \ubc29\ubc95\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\uc758 \uc804\ucc98\ub9ac\uc640 \ubaa8\ub378 \ud559\uc2b5, \uc131\uacfc \ubd84\uc11d\uc758 \ucca0\uc800\ud55c \uc811\uadfc\uc744 \ud1b5\ud574 \ud22c\uc790\uc790\ub294 \ub354\uc6b1 \uc815\uad50\ud55c \ud22c\uc790 \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc55e\uc73c\ub85c \ubc1c\uc804\ud560 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uae30\uc220\uc744 \ud1b5\ud574 \ud2b8\ub808\uc774\ub529 \uc54c\uace0\ub9ac\uc998\uc758 \uc131\uacfc\ub294 \ub354\uc6b1 \ud5a5\uc0c1\ub420 \uac83\uc774\uba70, \uc774\ub294 \ud22c\uc790\uc790\uc5d0\uac8c \uc0c8\ub85c\uc6b4 \uae30\ud68c\ub97c \uc81c\uacf5\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ubd80\uc871\ud55c \uc810\uc774\ub098 \uad81\uae08\ud55c \uc0ac\ud56d\uc774 \uc788\ub2e4\uba74 \ub313\uae00\ub85c \ub0a8\uaca8 \uc8fc\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4. \ub354 \ub9ce\uc740 \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\uae30 \uc704\ud574 \ucd5c\uc120\uc744 \ub2e4\ud558\uaca0\uc2b5\ub2c8\ub2e4. \uac10\uc0ac\ud569\ub2c8\ub2e4!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ub370\uc774\ud130 \ubd84\uc11d\uacfc \ubaa8\ub378\ub9c1\uc744 \ud1b5\ud574 \ub354 \ub098\uc740 \ud22c\uc790 \uc131\uacfc\ub97c \uac70\ub450\ub824\ub294 \ud22c\uc790\uc790\ub4e4\uc5d0\uac8c \ud544\uc218\uc801\uc778 \ub3c4\uad6c\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \ubc1c\uc804\uc740 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc758 \uc815\uad50\ud568\uacfc \uc608\uce21\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub370 \uae30\uc5ec\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc790\ub3d9 \ub9e4\ub9e4 \uc54c\uace0\ub9ac\uc998\uc758 \uac1c\uc694\uc640 \ud329\ud130 \uae30\ubc18\uc758 5\ubd84\uc704\uc218 \ubd84\uc11d\uc744 \ud1b5\ud55c \uc608\uce21 \uc131\uacfc\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uac1c\uc694 \uba38\uc2e0\ub7ec\ub2dd\uc740 \ucef4\ud4e8\ud130\uac00 \uba85\uc2dc\uc801 &hellip; <a href=\"https:\/\/atmokpo.com\/w\/29443\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ud329\ud130 5\ubd84\uc704\uc218\uc5d0 \uc758\ud55c \uc608\uce21 \uc131\uacfc&#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":[29],"tags":[],"class_list":["post-29443","post","type-post","status-publish","format-standard","hentry","category-29"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ud329\ud130 5\ubd84\uc704\uc218\uc5d0 \uc758\ud55c \uc608\uce21 \uc131\uacfc - \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\/29443\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ud329\ud130 5\ubd84\uc704\uc218\uc5d0 \uc758\ud55c \uc608\uce21 \uc131\uacfc - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ub370\uc774\ud130 \ubd84\uc11d\uacfc \ubaa8\ub378\ub9c1\uc744 \ud1b5\ud574 \ub354 \ub098\uc740 \ud22c\uc790 \uc131\uacfc\ub97c \uac70\ub450\ub824\ub294 \ud22c\uc790\uc790\ub4e4\uc5d0\uac8c \ud544\uc218\uc801\uc778 \ub3c4\uad6c\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \ubc1c\uc804\uc740 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc758 \uc815\uad50\ud568\uacfc \uc608\uce21\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub370 \uae30\uc5ec\ud558\uace0 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