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\ucd5c\uadfc \uba87 \ub144\uac04 \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ubc1c\uc804\uacfc \ub354\ubd88\uc5b4 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uac70\ub798 \ubc29\uc2dd\uc774 \uae09\uaca9\ud788 \ubcc0\ud654\ud588\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774 \uac01\uad11\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc774 \ubb34\uc5c7\uc778\uc9c0, \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud558\ub294\uc9c0, \uadf8\ub9ac\uace0 \ud2b9\ud788 \ub2e8\uc5b4 \uc784\ubca0\ub529\uc774 \uc758\ubbf8\ub97c \uc778\ucf54\ub529\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uae4a\uc774 \ud0d0\uad6c\ud574\ubcf4\ub3c4\ub85d \ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

1. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774\ub780?<\/h2>\n
\uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529(Algorithmic Trading)\uc740 \uc8fc\uc5b4\uc9c4 \uaddc\uce59\uc744 \uae30\ubc18\uc73c\ub85c \ucef4\ud4e8\ud130 \ud504\ub85c\uadf8\ub7a8\uc774 \uc790\ub3d9\uc73c\ub85c \uac70\ub798\ub97c \uc2e4\ud589\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \uc2dc\uc7a5\uc758 \ubcc0\ub3d9\uc131\uc744 \uc904\uc774\uace0, \uac70\ub798\uc758 \ud6a8\uc728\uc131\uc744 \ub192\uc774\uba70, \uac10\uc815\uc801 \uac70\ub798\ub97c \ud53c\ud558\ub294 \ub370\uc5d0 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.<\/p>\n

1.1 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc7a5\uc810<\/h3>\n
\n
\uc2e0\uc18d\ud55c \uac70\ub798 \uc2e4\ud589: \ud504\ub85c\uadf8\ub7a8\uc740 \uc989\uac01\uc801\uc778 \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc5b4 \uac70\ub798 \uc18d\ub3c4\uac00 \ube60\ub985\ub2c8\ub2e4.<\/li>\n
\uac10\uc815 \ubc30\uc81c: \uc54c\uace0\ub9ac\uc998\uc740 \uac10\uc815\uc801 \uc694\uc778\uc5d0 \uc758\ud574 \uc601\ud5a5\uc744 \ubc1b\uc9c0 \uc54a\uc73c\ubbc0\ub85c \uc77c\uad00\ub41c \uc804\ub7b5\uc744 \uc720\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\ubc31\ud14c\uc2a4\ud2b8\uc640 \ucd5c\uc801\ud654: \uacfc\uac70 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \uc804\ub7b5\uc744 \ud14c\uc2a4\ud2b8\ud558\uace0 \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n
1.2 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \ub2e8\uc810<\/h3>\n
\n
\uae30\uc220\uc801 \ubb38\uc81c: \uc2dc\uc2a4\ud15c\uc758 \uc7a5\uc560, \ub124\ud2b8\uc6cc\ud06c \ubb38\uc81c \ub4f1\uc73c\ub85c \uac70\ub798\uac00 \uc911\ub2e8\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\uc608\uc0c1\uce58 \ubabb\ud55c \uc2dc\uc7a5 \uc6c0\uc9c1\uc784: \uc54c\uace0\ub9ac\uc998\uc740 \uc0ac\uc804 \uc815\uc758\ub41c \uaddc\uce59\uc5d0 \ub530\ub77c \uc791\ub3d9\ud558\uae30 \ub54c\ubb38\uc5d0 \uc608\uc678 \uc0c1\ud669\uc5d0\uc11c\ub294 \uc190\uc2e4\uc744 \uc785\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n
2. \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uac1c\uc694<\/h2>\n
\uba38\uc2e0\ub7ec\ub2dd(Machine Learning)\uc740 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ud559\uc2b5\ud558\uc5ec \uc608\uce21 \ub610\ub294 \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \uc54c\uace0\ub9ac\uc998\uc785\ub2c8\ub2e4. \ub525\ub7ec\ub2dd(Deep Learning)\uc740 \uba38\uc2e0\ub7ec\ub2dd\uc758 \ud55c \ubd84\uc57c\ub85c, \uc778\uacf5\uc2e0\uacbd\ub9dd\uc744 \ud65c\uc6a9\ud558\uc5ec \ub354 \ubcf5\uc7a1\ud55c \ud328\ud134\uc744 \ud559\uc2b5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
2.1 \uba38\uc2e0\ub7ec\ub2dd\uc758 \uc8fc\uc694 \ubc29\ubc95\ub860<\/h3>\n
\n
\uc9c0\ub3c4\ud559\uc2b5(Supervised Learning): \uc785\ub825\uacfc \ucd9c\ub825 \ub370\uc774\ud130\uac00 \uc8fc\uc5b4\uc84c\uc744 \ub54c, \uac00\ub2a5\ud55c \ucd9c\ub825\uac12\uc744 \uc608\uce21\ud558\ub294 \ubaa8\ub378\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4.<\/li>\n
\ube44\uc9c0\ub3c4\ud559\uc2b5(Unsupervised Learning): \ucd9c\ub825 \ub370\uc774\ud130\uac00 \uc8fc\uc5b4\uc9c0\uc9c0 \uc54a\uace0, \ub370\uc774\ud130\uc758 \uad6c\uc870\ub098 \ud328\ud134\uc744 \ud30c\uc545\ud569\ub2c8\ub2e4.<\/li>\n
\uac15\ud654\ud559\uc2b5(Reinforcement Learning): \ud658\uacbd\uacfc\uc758 \uc0c1\ud638\uc791\uc6a9\uc744 \ud1b5\ud574 \ubcf4\uc0c1\uc744 \uadf9\ub300\ud654\ud558\ub294 \ud589\ub3d9\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
2.2 \ub525\ub7ec\ub2dd \uad6c\uc870<\/h3>\n
\ub525\ub7ec\ub2dd\uc740 \uc5ec\ub7ec \uce35(Layer)\uc73c\ub85c \uad6c\uc131\ub41c \uc778\uacf5\uc2e0\uacbd\ub9dd\uc744 \ud1b5\ud574 \uc774\ub8e8\uc5b4\uc9d1\ub2c8\ub2e4. \uae30\ubcf8\uc801\uc778 \uc778\uacf5\uc2e0\uacbd\ub9dd\uc740 \uc785\ub825\uce35, \uc740\ub2c9\uce35, \ucd9c\ub825\uce35\uc73c\ub85c \uad6c\uc131\ub418\uba70, \uac01 \uce35\uc758 \ub178\ub4dc(Neuron)\ub294 \uc11c\ub85c \uc5f0\uacb0\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
3. \ub2e8\uc5b4 \uc784\ubca0\ub529\uc774\ub780?<\/h2>\n
\ub2e8\uc5b4 \uc784\ubca0\ub529(Word Embedding)\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(Natural Language Processing)\uc5d0\uc11c \ub2e8\uc5b4\ub97c \ubca1\ud130 \ud615\ud0dc\ub85c \ubcc0\ud658\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc774 \ubca1\ud130\ub294 \uac01 \ub2e8\uc5b4\uc758 \uc758\ubbf8\ub97c \uc218\uce58\uc801\uc73c\ub85c \ud45c\ud604\ud558\uc5ec, \ub2e8\uc5b4 \uac04\uc758 \uc758\ubbf8\uc801 \uad00\uacc4\ub97c \ud30c\uc545\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.<\/p>\n
3.1 \ub2e8\uc5b4 \uc784\ubca0\ub529 \ubc29\ubc95\ub860<\/h3>\n
\ub2e8\uc5b4 \uc784\ubca0\ub529\uc744 \uc0dd\uc131\ud558\ub294 \ubc29\ubc95\uc740 \uc5ec\ub7ec \uac00\uc9c0\uac00 \uc788\uc9c0\ub9cc, \uac00\uc7a5 \ub9ce\uc774 \uc0ac\uc6a9\ub418\ub294 \ubc29\ubc95\uc73c\ub85c\ub294 Word2Vec, GloVe, FastText\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\n
Word2Vec: \ub2e8\uc5b4 \uac04\uc758 \uc758\ubbf8\uc801 \uad00\uacc4\ub97c \ud559\uc2b5\ud558\ub294 \ubaa8\ub378\ub85c, CBOW(Continuous Bag of Words)\uc640 Skip-gram \ub450 \uac00\uc9c0 \uc544\ud0a4\ud14d\ucc98\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n
GloVe: \uae00\ub85c\ubc8c \ud1b5\uacc4 \uc815\ubcf4\ub97c \ubc14\ud0d5\uc73c\ub85c \ub2e8\uc5b4\ub97c \ubca1\ud130\ub85c \ud45c\ud604\ud569\ub2c8\ub2e4. \ub2e8\uc5b4 \uac04\uc758 \uacf5\uae30 \ud655\ub960\uc744 \uace0\ub824\ud558\uc5ec \ud559\uc2b5\ud569\ub2c8\ub2e4.<\/li>\n
FastText: \ub2e8\uc5b4\ub97c \ubb38\uc790 n-\uadf8\ub7a8\uc758 \uc9d1\ud569\uc73c\ub85c \ubcf4\uace0, \ub2e8\uc5b4\uc758 \uc758\ubbf8\ub97c \ub354 \uc138\ubc00\ud558\uac8c \ud45c\ud604\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
4. \ub2e8\uc5b4 \uc784\ubca0\ub529\uc758 \uae08\uc735 \ub370\uc774\ud130 \ubd84\uc11d \ud65c\uc6a9<\/h2>\n
\ub2e8\uc5b4 \uc784\ubca0\ub529\uc740 \uae08\uc735 \ub370\uc774\ud130 \ubd84\uc11d\uc5d0\uc11c\ub3c4 \uc720\uc6a9\ud558\uac8c \ud65c\uc6a9\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub274\uc2a4 \uae30\uc0ac\ub098 \uc18c\uc15c \ubbf8\ub514\uc5b4\uc758 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \uc774\uc6a9\ud558\uc5ec \uc2dc\uc7a5 \uac10\uc815\uc744 \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc8fc\uac00\uc758 \ubcc0\ub3d9\uc744 \uc608\uce21\ud558\uac70\ub098 \ud2b9\uc815 \uc8fc\uc2dd\uc5d0 \ub300\ud55c \ud22c\uc790 \uc2e0\ud638\ub97c \ud3ec\ucc29\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
4.1 \uac10\uc815 \ubd84\uc11d\uc744 \ud1b5\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5<\/h3>\n
\ud14d\uc2a4\ud2b8 \uac10\uc815 \ubd84\uc11d\uc758 \uae30\ubc95\uc744 \ud65c\uc6a9\ud55c \uac70\ub798 \uc804\ub7b5\uc744 \uc218\ub9bd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c \ub2e8\uacc4\ub294:<\/p>\n
\n
\ub274\uc2a4 \uae30\uc0ac\uc640 \uc18c\uc15c \ubbf8\ub514\uc5b4\ub85c\ubd80\ud130\uc758 \ube44\uc815\ud615 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud569\ub2c8\ub2e4.<\/li>\n
\ub2e8\uc5b4 \uc784\ubca0\ub529 \uae30\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc218\uc9d1\ud55c \ub370\uc774\ud130\ub97c \ubca1\ud130 \ud615\ud0dc\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/li>\n
\uba38\uc2e0\ub7ec\ub2dd \ubd84\ub958 \uc54c\uace0\ub9ac\uc998\uc744 \ud1b5\ud574 \uae0d\uc815\uc801, \ubd80\uc815\uc801 \uac10\uc815\uc744 \ubd84\ub958\ud569\ub2c8\ub2e4.<\/li>\n
\uc608\uce21\ub41c \uac10\uc815 \uc815\ubcf4\ub97c \uae30\ubc18\uc73c\ub85c \uc8fc\uc2dd \uac70\ub798 \uacb0\uc815\uc744 \ub0b4\ub9bd\ub2c8\ub2e4.<\/li>\n<\/ol>\n
4.2 \uc0ac\ub840 \uc5f0\uad6c: \uc8fc\uc2dd \uac00\uaca9 \uc608\uce21<\/h3>\n
\uc8fc\uc2dd \uac00\uaca9 \uc608\uce21\uc744 \uc704\ud55c \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud574, \ub2e4\uc74c\uacfc \uac19\uc740 \ud504\ub85c\uc138\uc2a4\ub97c \ub530\ub985\ub2c8\ub2e4:<\/p>\n
\n
\ub370\uc774\ud130 \uc218\uc9d1: \ud2b9\uc815 \uc8fc\uc2dd\uc758 \uac00\uaca9 \ub370\uc774\ud130\uc640 \uad00\ub828 \ub274\uc2a4 \uae30\uc0ac\ub97c \uc218\uc9d1\ud569\ub2c8\ub2e4.<\/li>\n
\uc804\ucc98\ub9ac: \uacb0\uce21\uce58\ub97c \ucc98\ub9ac\ud558\uace0, \ub370\uc774\ud130\ub97c \uc815\uaddc\ud654\ud569\ub2c8\ub2e4.<\/li>\n
\ud2b9\uc131 \ucd94\ucd9c: \ub2e8\uc5b4 \uc784\ubca0\ub529 \uae30\uc220\uc744 \ud1b5\ud574 \ub274\uc2a4 \uae30\uc0ac\uc758 \ub0b4\uc6a9\uc744 \ubca1\ud130\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/li>\n
\ubaa8\ub378 \ud559\uc2b5: \uc785\ub825 \ub370\uc774\ud130(\ub274\uc2a4 \ubca1\ud130)\uc640 \ucd9c\ub825 \ub370\uc774\ud130(\uc8fc\uc2dd \uac00\uaca9)\ub97c \uc0ac\uc6a9\ud558\uc5ec \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0b5\ub2c8\ub2e4.<\/li>\n
\ubaa8\ub378 \ud3c9\uac00: \ud14c\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n
5. \uacb0\ub860<\/h2>\n
\uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ub9e4\uc6b0 \uac15\ub825\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ud2b9\ud788, \ub2e8\uc5b4 \uc784\ubca0\ub529\uc740 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \uc815\ub7c9\ud654\ud558\uc5ec \uae08\uc735 \uc2dc\uc7a5\uc758 \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uc131\uacf5\uc801\uc778 \uac70\ub798\ub97c \uc704\ud574\uc11c\ub294 \uae30\uc220\uc801 \ub178\ud558\uc6b0\ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc9c0\uc18d\uc801\uc778 \ud559\uc2b5\uacfc \ubd84\uc11d\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n
\uc774 \uac15\uc88c\uc5d0\uc11c\ub294 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0 \ub300\ud55c \uae30\ubcf8 \uac1c\ub150\uacfc \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc758 \uc801\uc6a9 \ubc29\uc548, \ub2e8\uc5b4 \uc784\ubca0\ub529\uc744 \ud1b5\ud55c \uae08\uc735 \ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95\uc744 \uc18c\uac1c\ud588\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub3c4 \uc9c0\uc18d\uc801\uc73c\ub85c \uc774 \ubd84\uc57c\uc5d0 \ub300\ud55c \uc5f0\uad6c\uc640 \uc2e4\ud5d8\uc744 \ud1b5\ud574, \ub354 \ub098\uc740 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud574 \ub098\uac00\uae38 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n
6. \ucc38\uace0 \uc790\ub8cc<\/h2>\n
\n
\u201cHands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow\u201d by Aur\u00e9lien G\u00e9ron<\/li>\n
\u201cDeep Learning\u201d by Ian Goodfellow, Yoshua Bengio, and Aaron Courville<\/li>\n
Journal of Financial Economics<\/li>\n
arXiv preprint papers on algorithmic trading and machine learning<\/li>\n<\/ul>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
\ucd5c\uadfc \uba87 \ub144\uac04 \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ubc1c\uc804\uacfc \ub354\ubd88\uc5b4 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uac70\ub798 \ubc29\uc2dd\uc774 \uae09\uaca9\ud788 \ubcc0\ud654\ud588\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774 \uac01\uad11\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc774 \ubb34\uc5c7\uc778\uc9c0, \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud558\ub294\uc9c0, \uadf8\ub9ac\uace0 \ud2b9\ud788 \ub2e8\uc5b4 \uc784\ubca0\ub529\uc774 \uc758\ubbf8\ub97c \uc778\ucf54\ub529\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uae4a\uc774 \ud0d0\uad6c\ud574\ubcf4\ub3c4\ub85d \ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774\ub780? \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529(Algorithmic Trading)\uc740 \uc8fc\uc5b4\uc9c4 \uaddc\uce59\uc744 \uae30\ubc18\uc73c\ub85c \ucef4\ud4e8\ud130 \ud504\ub85c\uadf8\ub7a8\uc774 \uc790\ub3d9\uc73c\ub85c \uac70\ub798\ub97c \uc2e4\ud589\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c … \ub354 \ubcf4\uae30 “\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ub2e8\uc5b4 \uc784\ubca0\ub529\uc774 \uc758\ubbf8\ub97c \uc778\ucf54\ub529\ud558\ub294 \ubc29\ubc95”<\/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-28886","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, \ub2e8\uc5b4 \uc784\ubca0\ub529\uc774 \uc758\ubbf8\ub97c \uc778\ucf54\ub529\ud558\ub294 \ubc29\ubc95 - 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