{"id":29265,"date":"2024-10-27T16:17:34","date_gmt":"2024-10-27T16:17:34","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=29265"},"modified":"2024-11-26T06:53:22","modified_gmt":"2024-11-26T06:53:22","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-%ec%9e%a0%ec%9e%ac-%ec%9d%98%eb%af%b8-%ec%9d%b8","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/29265\/","title":{"rendered":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc7a0\uc7ac \uc758\ubbf8 \uc778\ub371\uc2f1"},"content":{"rendered":"

<\/p>\n

\uae08\uc735 markets\uc5d0 \ub300\ud55c \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc740 \uacfc\uac70 \uc218\uc2ed \ub144 \ub3d9\uc548 \ubc1c\uc804\ud574 \uc654\uc73c\uba70, \ucd5c\uadfc \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ubc1c\uc804\uc740 \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc758 \ud6a8\uacfc\uc131\uacfc \ud6a8\uc728\uc131\uc744 \ud06c\uac8c \uac1c\uc120\ud588\uc2b5\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uc744 \ud559\uc2b5\ud558\uace0 \uc774\ub97c \uae30\ubc18\uc73c\ub85c \uc608\uce21\uc744 \uc218\ud589\ud558\ub294 \ub370 \ud544\uc218\uc801\uc778 \ub3c4\uad6c\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uacfc \uc7a0\uc7ac \uc758\ubbf8 \uc778\ub371\uc2f1(LSI)\uc774 \uc774 \uacfc\uc815\uc5d0 \uc5b4\ub5bb\uac8c \uc801\uc6a9\ub418\ub294\uc9c0\uc5d0 \ub300\ud574 \uae4a\uc774 \ud30c\uace0\ub4e4\uc5b4 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

1. \uba38\uc2e0\ub7ec\ub2dd\uacfc \uc790\ub3d9\ub9e4\ub9e4\uc758 \uc6d0\ub9ac<\/h2>\n

\uae30\uacc4 \ud559\uc2b5(\uba38\uc2e0\ub7ec\ub2dd)\uc740 \ucef4\ud4e8\ud130\uac00 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \ud559\uc2b5\ud558\uc5ec \uba85\uc2dc\uc801\uc778 \ud504\ub85c\uadf8\ub7a8 \uc5c6\uc774\ub3c4 \ud2b9\uc815 \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc740 \uc8fc\uc2dd\uc2dc\uc7a5, \uc678\ud658\uc2dc\uc7a5, \uc120\ubb3c\uc2dc\uc7a5 \ub4f1 \ub2e4\uc591\ud55c \uae08\uc735 \ub370\uc774\ud130\uc5d0 \uc801\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

1.1 \ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \uc804\ucc98\ub9ac<\/h3>\n

\uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud574\uc11c\ub294 \ub370\uc774\ud130\uac00 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc8fc\uac00 \ub370\uc774\ud130, \uac70\ub798\ub7c9, \uae30\uc220 \uc9c0\ud45c \ub4f1 \ub2e4\uc591\ud55c \uc790\ub8cc\ub97c \uc218\uc9d1\ud558\uc5ec \ubd84\uc11d\uc5d0 \ud65c\uc6a9\ud574\uc57c \ud569\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud55c \ud6c4\uc5d0\ub294 \ubc18\ub4dc\uc2dc \uc804\ucc98\ub9ac \uacfc\uc815\uc744 \uac70\uccd0\uc57c \ud569\ub2c8\ub2e4. \uc804\ucc98\ub9ac \uacfc\uc815\uc5d0\ub294 \uacb0\uce21\uce58 \ucc98\ub9ac, \uc774\uc0c1\uce58 \ud0d0\uc9c0, \ub370\uc774\ud130 \uc815\uaddc\ud654 \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n

1.2 \ud2b9\uc9d5 \uc120\ud0dd \ubc0f \ucd94\ucd9c<\/h3>\n

\ubaa8\ub378 \ud559\uc2b5\uc5d0 \uc0ac\uc6a9\ud560 \ub370\uc774\ud130\uc5d0\uc11c \uc720\uc6a9\ud55c \ud2b9\uc9d5\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \ubb34\uc791\uc704\ub85c \uc120\ud0dd\ub41c \ud2b9\uc9d5\ubcf4\ub2e4 \uc2dc\uc7a5\uc758 \ub3d9\ud5a5\uc744 \ub354 \uc798 \ubc18\uc601\ud558\ub294 \ud2b9\uc9d5\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc774 \uc131\uacfc\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc778 \ud2b9\uc9d5\uc73c\ub85c\ub294 \uc774\ub3d9 \ud3c9\uade0, \uc0c1\ub300 \uac15\ub3c4 \uc9c0\uc218(RSI), MACD \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

1.3 \ubaa8\ub378 \uc120\ud0dd<\/h3>\n

\ub2e4\uc591\ud55c \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \uc911 \ud558\ub098\ub97c \uc120\ud0dd\ud558\uc5ec \ubaa8\ub378\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud68c\uadc0 \ubd84\uc11d, \uacb0\uc815 \ud2b8\ub9ac, \ub79c\ub364 \ud3ec\ub808\uc2a4\ud2b8, \uc11c\ud3ec\ud2b8 \ubca1\ud130 \uba38\uc2e0(SVM), \uc778\uacf5 \uc2e0\uacbd\ub9dd(ANN) \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \uc54c\uace0\ub9ac\uc998\uc758 \uc7a5\ub2e8\uc810\uc744 \uc774\ud574\ud558\uace0 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c \ubaa8\ub378\uc744 \uc120\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n

1.4 \ubaa8\ub378 \ud559\uc2b5<\/h3>\n

\uc120\ud0dd\ud55c \ubaa8\ub378\uc5d0 \ub370\uc774\ud130\ub97c \ud559\uc2b5\uc2dc\ucf1c\uc57c \ud569\ub2c8\ub2e4. \ud559\uc2b5 \ub370\uc774\ud130\ub294 \uacfc\uac70\uc758 \ub370\uc774\ud130\ub85c, \ubaa8\ub378\uc774 \ud658\uacbd\uc5d0 \uc801\uc751\ud558\uace0 \ud328\ud134\uc744 \uc778\uc2dd\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc90d\ub2c8\ub2e4. \uad50\ucc28 \uac80\uc99d \uae30\ubc95\uc744 \uc0ac\uc6a9\ud558\uba74 \ubaa8\ub378\uc758 \uc77c\ubc18\ud654 \uc131\ub2a5\uc744 \ubcf4\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

2. \ub525\ub7ec\ub2dd\uc758 \ub3c4\uc785<\/h2>\n

\ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \uc2ec\uce35 \uc2e0\uacbd\ub9dd(deep neural networks)\uc774 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc5d0 \ub3c4\uc785\ub418\uba74\uc11c \ubcf8\uaca9\uc801\uc778 \ubcc0\ud654\ub97c \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4. \ub525\ub7ec\ub2dd \ubaa8\ub378\uc740 \ub2e4\uc911 \ub808\uc774\uc5b4\ub97c \ud65c\uc6a9\ud574 \ubcf5\uc7a1\ud55c \ud328\ud134\uc744 \ud559\uc2b5\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \ub354\uc6b1 \ud6a8\uacfc\uc801\uc778 \uc608\uce21\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n

2.1 \uc2e0\uacbd\ub9dd \uad6c\uc870<\/h3>\n

\ub525\ub7ec\ub2dd \ubaa8\ub378\uc758 \uae30\ubcf8 \uad6c\uc870\ub294 \uc785\ub825\uce35, \uc740\ub2c9\uce35, \ucd9c\ub825\uce35\uc73c\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4. \uc785\ub825\uce35\uc740 \ub370\uc774\ud130\ub97c \ubc1b\uc544\ub4e4\uc774\uace0, \uc740\ub2c9\uce35\uc740 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uba70, \ucd9c\ub825\uce35\uc740 \ucd5c\uc885 \uacb0\uacfc\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac01 \uce35\uc758 \ub274\ub7f0\ub4e4\uc740 \uc5f0\uacb0\ub418\uc5b4 \uac00\uc911\uce58\ub97c \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uc804\ub2ec\ud569\ub2c8\ub2e4.<\/p>\n

2.2 Convolutional Neural Networks (CNN)<\/h3>\n

CNN\uc740 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130 \ucc98\ub9ac\uc5d0 \uc8fc\ub85c \uc0ac\uc6a9\ub418\uc9c0\ub9cc \uc8fc\uc2dd \uac00\uaca9 \ub370\uc774\ud130\uc5d0\uc11c\ub3c4 \uc720\uc6a9\ud558\uac8c \uc0ac\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. CNN \uad6c\uc870\ub97c \ud1b5\ud574 \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uba74 \ud2b9\uc9d5\uc744 \uc790\ub3d9\uc73c\ub85c \ucd94\ucd9c\ud558\uc5ec \ub354 \ub098\uc740 \uc608\uce21 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

2.3 Recurrent Neural Networks (RNN)<\/h3>\n

RNN\uc740 \uc2dc\uac04\uc801 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub294 \ub370 \ud2b9\ud654\ub41c \uad6c\uc870\uc785\ub2c8\ub2e4. \uc8fc\uc2dd \uc2dc\uc7a5 \ub370\uc774\ud130\ub294 \uc2dc\uac04\uc5d0 \ub530\ub77c \ubcc0\ud558\ub294 \ub370\uc774\ud130\uc774\uae30 \ub54c\ubb38\uc5d0, RNN\uc744 \ud65c\uc6a9\ud558\uba74 \ubcf4\ub2e4 \uc815\ud655\ud55c \uc608\uce21\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n

3. \uc7a0\uc7ac \uc758\ubbf8 \uc778\ub371\uc2f1 (Latent Semantic Indexing, LSI)<\/h2>\n

\uc7a0\uc7ac \uc758\ubbf8 \uc778\ub371\uc2f1\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc5d0\uc11c \uc8fc\ub85c \uc0ac\uc6a9\ub418\ub294 \uae30\uc220\ub85c, \ubb38\uc11c\uc640 \ub2e8\uc5b4 \uac04\uc758 \uc758\ubbf8\uc801 \uad00\uacc4\ub97c \ud30c\uc545\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc774\ub294 \uae08\uc735 \uc2dc\uc7a5 \ub370\uc774\ud130\uc5d0\uc11c\ub3c4 \uc720\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

3.1 LSI\uc758 \uc6d0\ub9ac<\/h3>\n

LSI\ub294 \uc8fc\uc5b4\uc9c4 \ub370\uc774\ud130\uc138\ud2b8\uc5d0\uc11c \uc911\uc694\ud55c \uad6c\uc870\ub97c \ucc3e\uc544\ub0b4\uace0, \uc774\ub294 \uace0\ucc28\uc6d0 \ub370\uc774\ud130\ub97c \uc800\ucc28\uc6d0\uc73c\ub85c \ucd95\uc18c\ud558\ub294 \ubc29\ubc95\uc73c\ub85c \uc774\ub8e8\uc5b4\uc9d1\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub370\uc774\ud130\uc758 \uad6c\uc870\ub97c \uc774\ud574\ud558\uace0 \uc228\uaca8\uc9c4 \ud328\ud134\uc744 \ubc1c\uacac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

3.2 LSI\uc758 \uc801\uc6a9<\/h3>\n

\uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\ub294 LSI\ub97c \ud65c\uc6a9\ud558\uc5ec \ub274\uc2a4 \uae30\uc0ac, \uc18c\uc15c \ubbf8\ub514\uc5b4 \ub370\uc774\ud130 \ub4f1 \ube44\uc815\ud615 \ub370\uc774\ud130\uc5d0\uc11c \uac70\ub798 \uc2e0\ud638\ub97c \ud3ec\ucc29\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud2b9\uc815 \uae30\uc5c5\uc5d0 \ub300\ud55c \uae0d\uc815\uc801\uc778 \ubcf4\ub3c4\uac00 \uc788\uc73c\uba74 \uadf8 \uae30\uc5c5\uc758 \uc8fc\uac00\uac00 \uc624\ub97c \uac00\ub2a5\uc131\uc774 \ub192\uc2b5\ub2c8\ub2e4.<\/p>\n

4. \uc2e4\uc804 \uc801\uc6a9 \uc0ac\ub840<\/h2>\n

\uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc774 \uc801\uc6a9\ub41c \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc758 \uc2e4\uc81c \uc0ac\ub840\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc740 \uc885\uc885 \ub192\uc740 \uc218\uc775\ub960\uc744 \uae30\ub85d\ud558\uc600\uc73c\uba70, \ub2e4\uc591\ud55c \ubcc0\uc218\uc640 \ub370\uc774\ud130\ub97c \uace0\ub824\ud558\uc5ec \ucd5c\uc801\uc758 \ub9e4\ub9e4 \uc804\ub7b5\uc744 \uad6c\ud604\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

4.1 Hedge Fund \uc0ac\ub840<\/h3>\n

\ub9ce\uc740 \ud5e4\uc9c0\ud380\ub4dc\uac00 \uba38\uc2e0\ub7ec\ub2dd, \ub525\ub7ec\ub2dd, LSI\ub97c \ud65c\uc6a9\ud558\uc5ec \ub9e4\ub9e4 \uc804\ub7b5\uc744 \ucd5c\uc801\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub4e4\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0, \ud328\ud134\uc744 \uc778\uc2dd\ud558\uc5ec \uc2dc\uc7a5\uc758 \ubcc0\ub3d9\uc131\uc744 \ud65c\uc6a9\ud558\ub294 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n

4.2 \uac1c\uc778 \ud22c\uc790\uc790 \uc0ac\ub840<\/h3>\n

\uac1c\uc778 \ud22c\uc790\uc790\ub4e4\ub3c4 \uc774\ub7ec\ud55c \uae30\uc220\uc744 \ud65c\uc6a9\ud574 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Python\uacfc \uac19\uc740 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ubaa8\ub378 \ud559\uc2b5\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uacb0\ub860<\/h2>\n

\uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \uae08\uc735 \uac70\ub798\uc758 \ubc29\uc2dd\uc5d0 \ud601\uc2e0\uc744 \uac00\uc838\uc654\uc73c\uba70, \uc7a0\uc7ac \uc758\ubbf8 \uc778\ub371\uc2f1\uc740 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub3c4\uad6c\ub4e4\uc740 \uacfc\uac70\uc758 \ub370\uc774\ud130\ub97c \ubc14\ud0d5\uc73c\ub85c \ubbf8\ub798\ub97c \uc608\uce21\ud558\uace0, \uc2dc\uc7a5\uc758 \uae30\ud68c\ub97c \ud3ec\ucc29\ud558\ub294 \ub370 \ud070 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n

\uc790\uc2e0\ub9cc\uc758 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud574\ubcf4\ub294 \uac83\uc740 \ud604\uc7ac \uae08\uc735 \uc2dc\uc7a5\uc758 \ub3d9\ud5a5\uc744 \ud30c\uc545\ud558\uace0, \ubcf4\ub2e4 \ub098\uc740 \ud22c\uc790 \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ub370 \uc911\uc694\ud55c \uccab \ub2e8\uacc4\uac00 \ub420 \uac83\uc785\ub2c8\ub2e4. \uad00\ub828 \uae30\uc220\uacfc \uc9c0\uc2dd\uc744 \uacc4\uc18d \uc2b5\ub4dd\ud558\uc5ec \ubc1c\uc804\uc2dc\ucf1c \ub098\uac00\uae38 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n

<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"

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