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\ucc44\ud0dd\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc740 \uae30\uc874\uc758 \uaddc\uce59 \uae30\ubc18 \uc2dc\uc2a4\ud15c\uc5d0 \ube44\ud574 \ub354 \ub192\uc740 \uc131\ub2a5\uacfc \uc720\uc5f0\uc131\uc744 \uc790\ub791\ud569\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5, \uadf8\ub9ac\uace0 \uc804\uc774 \ud559\uc2b5\uc744 \ud1b5\ud574 \uc801\uc740 \ub370\uc774\ud130\ub85c\ub3c4 \ud6a8\uacfc\uc801\uc778 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.\u2026","rel":"","context":""\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529"\uc5d0\uc11c","block_context":{"text":"\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 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\uc5b4\ub5bb\uac8c \ub3c4\uc785\ub418\uc5c8\ub294\uc9c0, \uadf8\ub9ac\uace0 \uc774 \uae30\uc220\ub4e4\uc774 \uc5b4\ub5bb\uac8c \ubc1c\uc804\ud574\uc654\ub294\uc9c0\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc774 \uae00\uc5d0\uc11c\ub294 \uc8fc\uc2dd, \uc678\ud658, \uc554\ud638\ud654\ud3d0 \ub4f1 \ub2e4\uc591\ud55c \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uc751\uc6a9 \uc0ac\ub840\ub3c4 \ub2e4\ub8f0 \uac83\uc785\ub2c8\ub2e4. 1. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ucd08 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uc0ac\uc804 \uc815\uc758\ub41c \uaddc\uce59\uc744 \uae30\ubc18\uc73c\ub85c \uc790\uc0b0\uc744\u2026","rel":"","context":""\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529"\uc5d0\uc11c","block_context":{"text":"\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 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<\/p>\n

\ud604\ub300 \ud22c\uc790 \uc2dc\uc7a5\uc5d0\uc11c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uadf8 \uc911\uc694\uc131\uc774 \ub0a0\ub85c \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\ubc95\uc744 \ud65c\uc6a9\ud558\uba74 \uc804\ud1b5\uc801\uc778 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc758 \ud55c\uacc4\ub97c \uadf9\ubcf5\ud558\uace0, \ubcf4\ub2e4 \uc815\uad50\ud558\uac8c \uc2dc\uc7a5 \uc6c0\uc9c1\uc784\uc744 \uc608\uce21\ud560 \uc218 \uc788\ub294 \uac00\ub2a5\uc131\uc774 \uc5f4\ub9bd\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ubcf8 \uac1c\ub150\ubd80\ud130 \uc2dc\uc791\ud574, \ubbf8\ub798 \uc218\uc775\ub960 \uc608\uce21 \ubc0f \ud329\ud130 \ubd84\uc704\uc218 \uc0dd\uc131 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

1\ubd80: \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uac1c\uc694<\/h2>\n

1.1 \uba38\uc2e0\ub7ec\ub2dd\uc758 \uc815\uc758\uc640 \uae30\ubcf8 \uac1c\ub150<\/h3>\n
\uba38\uc2e0\ub7ec\ub2dd\uc740 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ud328\ud134\uc744 \ud559\uc2b5\ud558\uc5ec \uc608\uce21\uc744 \uc218\ud589\ud558\ub294 \uc54c\uace0\ub9ac\uc998\uc758 \uc9d1\ud569\uc785\ub2c8\ub2e4. \uc804\ud1b5\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d\uacfc \ub2ec\ub9ac, \uba38\uc2e0\ub7ec\ub2dd\uc740 \uba85\uc2dc\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc5c6\uc774 \ub370\uc774\ud130\uc5d0\uc11c \ud1b5\uacc4\uc801 \uaddc\uce59\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4.<\/p>\n
\n
\uc9c0\ub3c4 \ud559\uc2b5(Supervised Learning)<\/strong>: \uc785\ub825\uacfc \ucd9c\ub825 \ub370\uc774\ud130 \ubaa8\ub450\ub97c \uac00\uc9c4 \ud559\uc2b5 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc8fc\uc2dd \uac00\uaca9 \uc608\uce21\uc5d0 \uc0ac\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\ube44\uc9c0\ub3c4 \ud559\uc2b5(Unsupervised Learning)<\/strong>: \ucd9c\ub825 \ub370\uc774\ud130 \uc5c6\uc774 \uc785\ub825 \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uc744 \ucc3e\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130\ub9c1 \uae30\ubc95\uc774 \uc5ec\uae30 \ud574\ub2f9\ud569\ub2c8\ub2e4.<\/li>\n
\uac15\ud654 \ud559\uc2b5(Reinforcement Learning)<\/strong>: \ud658\uacbd\uacfc \uc0c1\ud638\uc791\uc6a9\ud558\uba70 \ucd5c\uc801\uc758 \ud589\ub3d9\uc744 \ud559\uc2b5\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc8fc\uc2dd \uac70\ub798 \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c \uc790\uc8fc \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n
1.2 \ub525\ub7ec\ub2dd\uc758 \ud601\uc2e0<\/h3>\n
\ub525\ub7ec\ub2dd\uc740 \uba38\uc2e0\ub7ec\ub2dd\uc758 \ud558\uc704 \ubd84\uc57c\ub85c, \uc778\uacf5 \uc2e0\uacbd\ub9dd\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \ud559\uc2b5 \ubc29\ubc95\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\uc758 \ud2b9\uc131\uc774 \uace0\ucc28\uc6d0\uc801\uc77c\uc218\ub85d \ub525\ub7ec\ub2dd\uc758 \ud6a8\uacfc\ub294 \ub354\uc6b1 \ucee4\uc9d1\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc774\ubbf8\uc9c0 \uc778\uc2dd\uc774\ub098 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uae38\uace0 \uae4a\uc740 \uc2e0\uacbd\ub9dd\uc744 \uad6c\uc131\ud558\uc5ec \ubcf5\uc7a1\ud55c \ud328\ud134\uc744 \uc790\ub3d9\uc73c\ub85c \ud559\uc2b5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
2\ubd80: \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ubcf8 \uac1c\ub150<\/h2>\n
2.1 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc815\uc758<\/h3>\n
\uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uc0ac\uc804\uc5d0 \uc815\uc758\ub41c \uaddc\uce59\uc5d0 \ub530\ub77c \uc790\ub3d9\uc73c\ub85c \uac70\ub798\ub97c \uc218\ud589\ud558\ub294 \ud504\ub85c\uadf8\ub7a8\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uac10\uc815\uc774 \ubc30\uc81c\ub41c \uac1d\uad00\uc801\uc778 \uac70\ub798\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc804\ub7b5\uc740 \uace0\ube48\ub3c4 \uac70\ub798(HFT) \ubc0f \uc7a5\uae30 \ud22c\uc790 \ubaa8\ub378\uc5d0\uc11c \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n
2.2 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5<\/h3>\n
\ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc740 \ud06c\uac8c \uae30\uc220\uc801 \ubd84\uc11d, \uae30\ubcf8\uc801 \ubd84\uc11d, \uadf8\ub9ac\uace0 \ubaa8\uba58\ud140 \uae30\ubc18 \uc804\ub7b5\uc73c\ub85c \ub098\ub20c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc220\uc801 \ubd84\uc11d\uc740 \uacfc\uac70\uc758 \uac00\uaca9 \ud328\ud134\uc744 \ubc14\ud0d5\uc73c\ub85c, \uae30\ubcf8\uc801 \ubd84\uc11d\uc740 \uae30\uc5c5\uc758 \ud380\ub354\uba58\ud138 \ub370\uc774\ud130\ub97c \ubc14\ud0d5\uc73c\ub85c, \ubaa8\uba58\ud140 \uae30\ubc18 \uc804\ub7b5\uc740 \uc790\uc0b0 \uac00\uaca9\uc758 \ucd94\uc138\ub97c \ub530\ub985\ub2c8\ub2e4.<\/p>\n
3\ubd80: \ubbf8\ub798 \uc218\uc775\ub960 \uc608\uce21<\/h2>\n
3.1 \uc218\uc775\ub960 \uc608\uce21\uc744 \uc704\ud55c \ub370\uc774\ud130 \uc218\uc9d1<\/h3>\n
\ubbf8\ub798 \uc218\uc775\ub960\uc744 \uc608\uce21\ud558\uae30 \uc704\ud574 \ud544\uc694\ud55c \ub370\uc774\ud130\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\uacfc\uac70 \uac00\uaca9 \ub370\uc774\ud130<\/li>\n
\uac70\ub798\ub7c9<\/li>\n
\uacbd\uc81c \uc9c0\ud45c<\/li>\n
\ub274\uc2a4 \ubc0f \uc18c\uc15c \ubbf8\ub514\uc5b4 \ub370\uc774\ud130<\/li>\n<\/ul>\n
3.2 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378 \uc120\ud0dd<\/h3>\n
\ubbf8\ub798 \uc218\uc775\ub960 \uc608\uce21\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc740 \ub2e4\uc591\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud68c\uadc0 \ubd84\uc11d, \uacb0\uc815 \ud2b8\ub9ac, \ub79c\ub364 \ud3ec\ub808\uc2a4\ud2b8, \uadf8\ub9ac\uace0 \uc2e0\uacbd\ub9dd \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uac01 \ubaa8\ub378\uc740 \ud2b9\uc815\ud55c \uc7a5\ub2e8\uc810\uc744 \uac00\uc9c0\ubbc0\ub85c \ub370\uc774\ud130 \ud2b9\uc131\uacfc \ubaa9\ud45c\uc5d0 \ub530\ub77c \uc801\ud569\ud55c \ubaa8\ub378\uc744 \uc120\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n
3.3 \ubaa8\ub378 \ud3c9\uac00 \ubc0f \ucd5c\uc801\ud654<\/h3>\n
\ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc815\ud655\ub3c4, \uc815\ubc00\ub3c4, \uc7ac\ud604\uc728, F1 Score\uc640 \uac19\uc740 \uc5ec\ub7ec \uc9c0\ud45c\ub97c \ud65c\uc6a9\ud569\ub2c8\ub2e4. Cross-validation \uae30\ubc95\uc744 \ud1b5\ud574 \ubaa8\ub378\uc758 \uc77c\ubc18\ud654 \uc131\ub2a5\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucd5c\uc801\ud654 \uae30\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\ub97c \uc870\uc815\ud558\uba74 \ubaa8\ub378\uc758 \uc131\ub2a5\uc774 \ud5a5\uc0c1\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
4\ubd80: \ud329\ud130 \ubd84\uc704\uc218\uc758 \uc0dd\uc131<\/h2>\n
4.1 \ud329\ud130 \uae30\ubc18 \ud22c\uc790 \uc804\ub7b5<\/h3>\n
\ud329\ud130 \uae30\ubc18 \uc804\ub7b5\uc740 \ud2b9\uc815 \ud22c\uc790 \uc131\uacfc\ub97c \uc124\uba85\ud558\ub294 \uc694\uc778(\ud329\ud130)\uc744 \ud65c\uc6a9\ud558\uc5ec \ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub97c \uad6c\uc131\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uac00\uce58 \ud329\ud130, \ubaa8\uba58\ud140 \ud329\ud130, \ub9e4\ub825\uc801\uc778 \uc131\uc7a5 \uc8fc\uc2dd \ud329\ud130 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
4.2 \ud329\ud130 \ubd84\uc704\uc218 \uacc4\uc0b0 \ubc29\ubc95<\/h3>\n
\ud329\ud130 \ubd84\uc704\uc218\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ub2e8\uacc4\ub85c \uc0dd\uc131\ub429\ub2c8\ub2e4:<\/p>\n
\n
\ub370\uc774\ud130 \uc218\uc9d1: \uc120\ud0dd\ud55c \ud329\ud130\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud569\ub2c8\ub2e4.<\/li>\n
\ud329\ud130 \uac12 \uacc4\uc0b0: \ud574\ub2f9 \ud329\ud130\uc758 \uac12\uc744 \uac01 \uc790\uc0b0\uc5d0 \ub300\ud574 \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/li>\n
\ubd84\uc704\uc218 \ubd84\ud560: \ud329\ud130 \uac12\uc744 \uae30\uc900\uc73c\ub85c \uc790\uc0b0\uc744 \ubd84\uc704\uc218\ub85c \ub098\ub215\ub2c8\ub2e4.<\/li>\n
\ud3ec\ud2b8\ud3f4\ub9ac\uc624 \uad6c\uc131: \uac01 \ubd84\uc704\uc218\uc5d0 \ub300\ud574 \ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub97c \uad6c\uc131\ud558\uace0 \uc131\uacfc\ub97c \ubd84\uc11d\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n
4.3 \ud329\ud130 \ubaa8\ub378\uc758 \ud65c\uc6a9<\/h3>\n
\ud329\ud130 \ubaa8\ub378\uc744 \ud1b5\ud574 \uac01 \ud329\ud130\uc758 \uc131\uacfc\ub97c \ubd84\uc11d\ud558\uace0, \ub2e4\uc591\ud55c \ud329\ud130\uc758 \uc870\ud569\uc73c\ub85c \ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub97c \ub2e4\uc591\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ud2b9\uc815 \ud329\ud130\uc758 \uc131\uacfc\uac00 \uc77c\uad00\ub418\uac8c \ub098\uc628\ub2e4\uba74 \uc774\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \uc804\ub7b5\uc744 \uc218\ub9bd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
5\ubd80: \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc758 \uc2e4\uc81c \uc801\uc6a9<\/h2>\n
5.1 \ub370\uc774\ud130 \uc804\ucc98\ub9ac<\/h3>\n
\uc88b\uc740 \ubaa8\ub378\uc744 \ub9cc\ub4e4\uae30 \uc704\ud574\uc11c\ub294 \ub370\uc774\ud130 \uc804\ucc98\ub9ac\uac00 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\ub97c \uc815\uc81c\ud558\uace0, \uacb0\uce21\uce58\ub97c \ucc98\ub9ac\ud558\uace0, \ubcc0\uc218\ub97c \uc2a4\ucf00\uc77c\ub9c1\ud558\ub294 \uacfc\uc815\uc744 \ud1b5\ud574 \uc608\uce21 \uc131\ub2a5\uc744 \uadf9\ub300\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uacfc \uac19\uc740 \uae30\ubc95\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\uc815\uaddc\ud654(Normalization)<\/li>\n
\ud45c\uc900\ud654(Standardization)<\/li>\n
\uc6d0-\ud56b \uc778\ucf54\ub529(One-Hot Encoding)<\/li>\n<\/ul>\n
5.2 \ubaa8\ub378 \ud559\uc2b5 \ubc0f \ud14c\uc2a4\ud2b8<\/h3>\n
\ud559\uc2b5 \ub370\uc774\ud130\uc640 \ud14c\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \ubd84\ub9ac\ud558\uc5ec \ubaa8\ub378\uc744 \ud559\uc2b5\ud558\uace0 \uac80\uc99d\ud569\ub2c8\ub2e4. \ud2b8\ub808\uc774\ub2dd \ud6c4, \ud14c\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2e4\uc81c \uc131\uacfc\ub97c \ud3c9\uac00\ud558\uace0, \ud544\uc694\uc5d0 \ub530\ub77c \uc218\uc815\ud569\ub2c8\ub2e4.<\/p>\n
5.3 \uc2e4\uc804 \uc801\uc6a9 \ubc0f \ub9ac\ubc38\ub7f0\uc2f1 \uc804\ub7b5<\/h3>\n
\ubaa8\ub378\uc744 \uc2e4\uc81c \uac70\ub798\uc5d0 \uc801\uc6a9\ud560 \ub54c\ub294 \ub9ac\ubc38\ub7f0\uc2f1 \uc804\ub7b5\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc8fc\uae30\uc801\uc73c\ub85c \ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub97c \uc7ac\uc870\uc815\ud558\uace0, \uc2dc\uc7a5 \ubcc0\ud654\uc5d0 \ub530\ub77c \uc720\uc5f0\ud558\uac8c \ub300\uc751\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub9ac\uc2a4\ud06c\ub97c \uad00\ub9ac\ud558\uace0 \uc218\uc775\uc744 \uadf9\ub300\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
6\ubd80: \uacb0\ub860<\/h2>\n
\uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0\uc11c \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc740 \ud544\uc218 \ubd88\uac00\uacb0\ud55c \uc694\uc18c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubbf8\ub798 \uc218\uc775\ub960 \uc608\uce21\uacfc \ud329\ud130 \ubd84\uc704\uc218\uc758 \uc0dd\uc131 \uacfc\uc815\uc5d0\uc11c \uc801\uc808\ud55c \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ubaa8\ub378\ub9c1 \uae30\uc220\uc744 \ud65c\uc6a9\ud55c\ub2e4\uba74, \ud22c\uc790 \uc131\uacfc\ub97c \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uac15\uc88c\ub97c \ud1b5\ud574 \uc5ec\ub7ec\ubd84\uc774 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \ub9e4\ub825\uc744 \ub290\ub07c\uace0, \uc774\ub97c \uc9c1\uc811 \uad6c\ud604\ud574 \ubcfc \uc218 \uc788\ub294 \ubc1c\ud310\uc774 \ub418\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
\ud604\ub300 \ud22c\uc790 \uc2dc\uc7a5\uc5d0\uc11c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uadf8 \uc911\uc694\uc131\uc774 \ub0a0\ub85c \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\ubc95\uc744 \ud65c\uc6a9\ud558\uba74 \uc804\ud1b5\uc801\uc778 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc758 \ud55c\uacc4\ub97c \uadf9\ubcf5\ud558\uace0, \ubcf4\ub2e4 \uc815\uad50\ud558\uac8c \uc2dc\uc7a5 \uc6c0\uc9c1\uc784\uc744 \uc608\uce21\ud560 \uc218 \uc788\ub294 \uac00\ub2a5\uc131\uc774 \uc5f4\ub9bd\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ubcf8 \uac1c\ub150\ubd80\ud130 \uc2dc\uc791\ud574, \ubbf8\ub798 \uc218\uc775\ub960 \uc608\uce21 \ubc0f \ud329\ud130 \ubd84\uc704\uc218 \uc0dd\uc131 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1\ubd80: \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uac1c\uc694 1.1 … \ub354 \ubcf4\uae30 “\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ubbf8\ub798 \uc218\uc775\ub960\uacfc \ud329\ud130 \ubd84\uc704\uc218\uc758 \uc0dd\uc131”<\/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-29009","post","type-post","status-publish","format-standard","hentry","category-29"],"yoast_head":"\n\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ubbf8\ub798 \uc218\uc775\ub960\uacfc \ud329\ud130 \ubd84\uc704\uc218\uc758 \uc0dd\uc131 - \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\/29009\/\" \/>\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, \ubbf8\ub798 \uc218\uc775\ub960\uacfc \ud329\ud130 \ubd84\uc704\uc218\uc758 \uc0dd\uc131 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\ud604\ub300 \ud22c\uc790 \uc2dc\uc7a5\uc5d0\uc11c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uadf8 \uc911\uc694\uc131\uc774 \ub0a0\ub85c \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\ubc95\uc744 \ud65c\uc6a9\ud558\uba74 \uc804\ud1b5\uc801\uc778 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc758 \ud55c\uacc4\ub97c 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