{"id":9962,"date":"2019-04-25T13:23:10","date_gmt":"2019-04-25T13:23:10","guid":{"rendered":"http:\/\/www.criteo.com\/kr\/insights\/criteo-ai-lab%ec%9d%b4-%ec%95%a0%eb%93%9c-%ed%85%8c%ed%81%ac%eb%a5%bc-%ed%98%81%ec%8b%a0%ed%95%98%eb%8a%94-5%ea%b0%80%ec%a7%80-%eb%b0%a9%eb%b2%95\/"},"modified":"2021-01-06T19:37:30","modified_gmt":"2021-01-06T19:37:30","slug":"criteo-ai-lab%ec%9d%b4-%ec%95%a0%eb%93%9c-%ed%85%8c%ed%81%ac%eb%a5%bc-%ed%98%81%ec%8b%a0%ed%95%98%eb%8a%94-5%ea%b0%80%ec%a7%80-%eb%b0%a9%eb%b2%95","status":"publish","type":"post","link":"https:\/\/www.criteo.com\/kr\/blog\/criteo-ai-lab%ec%9d%b4-%ec%95%a0%eb%93%9c-%ed%85%8c%ed%81%ac%eb%a5%bc-%ed%98%81%ec%8b%a0%ed%95%98%eb%8a%94-5%ea%b0%80%ec%a7%80-%eb%b0%a9%eb%b2%95\/","title":{"rendered":"Criteo AI Lab\uc774 \uc560\ub4dc \ud14c\ud06c\ub97c \ud601\uc2e0\ud558\ub294 5\uac00\uc9c0 \ubc29\ubc95 (\uadf8\ub9ac\uace0 \uadf8 \ud601\uc2e0\uc5d0 \ub3d9\ucc38\ud558\ub294 \ubc29\ubc95)"},"content":{"rendered":"<p>&nbsp;<\/p>\n<p>\uad11\uace0\uc758 \ubbf8\ub798\ub294 1:1 \ub9de\ucda4\ud654\uc785\ub2c8\ub2e4. \uadf8\ub9ac\uace0 \uadf8 \ubbf8\ub798\uc5d0 \ub3c4\ub2ec\ud558\ub824\uba74, \uc5c5\uacc4\ub294 \uc0ac\uc6a9\uc790\ub4e4\uacfc \uc774\ub4e4\uc774 \uc0c1\ud638\uc791\uc6a9\ud558\ub294 \uc0c1\ud488 \ubc0f \ube0c\ub79c\ub4dc \uac04\uc758 \uad00\uacc4\ub97c \ubcf4\ub2e4 \uc2ec\ub3c4 \uc788\uac8c \uc774\ud574\ud560 \uc218 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p><a href=\"https:\/\/ailab.criteo.com\/\">Criteo AI Lab<\/a>\uc740 \uc644\ubcbd\ud55c \ud0c0\uc774\ubc0d\uc5d0 \uc0dd\uaca8\ub0ac\uc2b5\ub2c8\ub2e4. \ud06c\ub9ac\ud14c\uc624\uc758 \uc5f0\uad6c\uc6d0 \ubc0f \uc5d4\uc9c0\ub2c8\uc5b4\ub4e4\uc740 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uace0 \uad11\uace0\uc8fc\uac00 \uace0\uac1d\ub4e4\uacfc \uae4a\uc740 \uad00\uacc4\ub97c \uc313\ub294\ub370 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\ub294 \uace0\uae09 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \uc5f0\uad6c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub4e4\uc758 \ubaa9\ud45c\ub294 \ucd5c\ucca8\ub2e8 AI\ub97c \uac1c\ubc1c\ud558\ub294 \uac83 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \uac1c\ubc1c\ub41c AI\ub97c \uc0ac\uc6a9\ud574 \ube0c\ub79c\ub4dc\uac00 \ud06c\ub9ac\ud14c\uc624 \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uad11\uace0\ub97c \uc804\ub2ec\ud558\ub294 \ubc29\uc2dd\uc744 \ubcc0\ud654\uc2dc\ud0a4\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>Criteo AI Lab\uc740 \ub9ce\uc740 \ubaa9\ud45c\ub97c \ud5a5\ud574 \ub2ec\ub824\uac00\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub9ac\uace0 <a href=\"https:\/\/www.criteo.com\/kr\/careers\/\">\uc774 \uc6d0\ub300\ud55c \uc5ec\uc815\uc5d0 \ub3d9\ucc38\ud560 \uc720\ub2a5\ud55c \uc778\uc7ac\ub97c \uc6d0\ud569\ub2c8\ub2e4<\/a>. AI \uc5f0\uad6c\uc5d0 \ub300\ud55c \uc5f4\uc815\uc744 \uac16\uace0 \uc788\uc73c\uba70 \uc560\ub4dc \ud14c\ud06c\uc758 \ubbf8\ub798\ub97c \uc7ac\ud3b8\ud574 \ub098\uac00\ub294 \ud06c\ub9ac\ud14c\uc624\uc758 \ube44\uc804\uc744 \uacf5\uc720\ud558\ub294 \uc778\uc7ac\ub97c \ucc3e\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc560\ub4dc \ud14c\ud06c \ubd84\uc57c\ub97c \ud601\uc2e0\ud558\ub294\ub370 \uad00\uc2ec\uc788\ub294 \uc5f0\uad6c\uc6d0, \ub370\uc774\ud130 \uacfc\ud559\uc790, \ub610\ub294 \uc5d4\uc9c0\ub2c8\uc5b4\uac00 \ud06c\ub9ac\ud14c\uc624\uc5d0 \uc9c0\uc6d0\ud574\uc57c\ub9cc \ud558\ub294 5\uac00\uc9c0 \uc774\uc720\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>1. AI \uc0b0\uc5c5\uc758 \ud601\uc2e0\uc744 \uc774\ub04c\uc5b4\uac08 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/strong><\/h3>\n<p>Criteo AI Lab\uc740 AI\uc640 \uba38\uc2e0 \ub7ec\ub2dd \ubc1c\uc804\uc758 \uc911\uc2ec\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \ud559\uc220 \ud68c\uc758\uc640 \ud504\ub808\uc820\ub370\uc774\uc158\uc5d0\uc11c \uc6e8\ube44\ub098\uc640 \ubc31\uc11c\uae4c\uc9c0, \ud06c\ub9ac\ud14c\uc624\ub294 \ub2e4\uc591\ud55c \ubc29\uc2dd\uc73c\ub85c \uba54\uc2dc\uc9c0\ub97c \ud655\uc0b0\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc62c\ud574 \ucd08, \ud06c\ub9ac\ud14c\uc624\ub294 WiMLDS(Women in Machine Learning &amp; Data Science)\uc640 \uc190\uc744 \uc7a1\uace0, \uae30\uc220 \ubd84\uc57c\uc5d0 \uc885\uc0ac\ud558\ub294 \uc5ec\uc131\ub4e4\uc774 \ud55c\uc790\ub9ac\uc5d0 \ubaa8\uc5ec \uad50\ub958\ud558\uba70 AI\uac00 \uc5b4\ub5bb\uac8c \uad11\uace0\ub97c \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\ub294\uc9c0 \ub300\ud654\ub97c \ub098\ub220\ubcf4\ub294 \ud589\uc0ac\ub97c \uc9c4\ud589\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>Criteo AI Lab\uc758 \uc5f0\uad6c\uc18c\uc7a5 \uc774\uc790 \ubd80\uc0ac\uc7a5\uc778 <a href=\"http:\/\/www.criteo.com\/kr\/blog\/meet-the-team-%ec%88%98%ec%a3%bc-%eb%9d%bc%ec%96%80suju-rajan-%ed%81%ac%eb%a6%ac%ed%85%8c%ec%98%a4-%ec%97%b0%ea%b5%ac-%eb%8b%b4%eb%8b%b9-%eb%b6%80%ec%82%ac%ec%9e%a5\/\">\uc218\uc8fc \ub77c\uc580(Suju Rajan)<\/a> \uadf8\ub9ac\uace0 \uc5f0\uad6c \uacfc\ud559\uc790\uc778 \ud391\uc9c0\uc544\uc624 \uc655(Fengjiao Wang)\uc740 \uba38\uc2e0\ub7ec\ub2dd \uc2dc\uc2a4\ud15c\uc73c\ub85c \uc218\uc2ed\uc5b5 \uac74\uc758 \uc608\uce21\uc744 \ucc98\ub9ac\ud558\uace0 \ud6a8\uacfc\uc801\uc73c\ub85c \ub370\uc774\ud130\ub97c \uad6c\ubd84\ud558\ub294 \ubc29\ubc95\uc744 \uacf5\uc720\ud588\uc2b5\ub2c8\ub2e4. \ub610\ud55c \ud06c\ub9ac\ud14c\uc624\uc758 \uc218\uc11d \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc5d4\uc9c0\ub2c8\uc5b4 \ub2e4\uc774\uc5d4 \uac1c\uc2ac\ub9b0(Diane Gasselin)\uc774 \uba38\uc2e0 \ub7ec\ub2dd\uc73c\ub85c\ubd80\ud130 \uc5bb\uc5b4\uc9c4 \ud1b5\ucc30\uc744 \uc0ac\uc6a9\ud574 \ud0c0\uac9f\ud305\uc744 \ucd5c\uc801\ud654\ud558\uace0 \ub300\uaddc\ubaa8 \uace0\uac1d \ucd94\ucc9c\uc744 \uac00\ub2a5\ucf00 \ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \ud301\uc744 \uc81c\uacf5\ud558\uba70 \ud589\uc0ac\ub97c \ub9c8\ubb34\ub9ac\ud588\uc2b5\ub2c8\ub2e4. \ubcf4\ub2e4 \uc790\uc138\ud55c \ub0b4\uc6a9\uc740 \ud589\uc0ac \ub3d9\uc601\uc0c1\uc744 \uc2dc\uccad\ud558\uc2ed\uc2dc\uc624.<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/21ZOL4Nm9nU\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>AI Lab\uc774 \uc5b4\ub5a4 \ud504\ub85c\uc81d\ud2b8\ub97c \uc9c4\ud589\ud558\uace0 \uc788\ub294\uc9c0\ub294 Medium\uc758 <a href=\"https:\/\/medium.com\/criteo-labs\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #ff6f00;\">Criteo Tech Blog<\/span><\/a>\uc5d0\uc11c \ud655\uc778\ud558\uc2e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>Criteo AI Lab\uc740 \ub610\ud55c \uba38\uc2e0 \ub7ec\ub2dd\uc758 \uc9c4\ubcf4\uc640 \uad00\ub828\ud574 \uc560\ub4dc \ud14c\ud06c\uc5c5\uacc4 \uc548\ud30e\uc5d0\uc11c \uc5f4\ub9ac\ub294 \ub2e4\uc591\ud55c \uc8fc\uc694 \uc774\ubca4\ud2b8\ub4e4\uc744 \ud6c4\uc6d0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/labs.criteo.com\/events\/\" target=\"_blank\" rel=\"noopener noreferrer\">\uac00\uae4c\uc6b4 \ub3c4\uc2dc\uc5d0\uc11c \uac1c\ucd5c\ub418\ub294 \ud589\uc0ac \uc77c\uc815\uc740 \uc5ec\uae30\ub97c \ud074\ub9ad\ud558\uc2ed\uc2dc\uc624<\/a>.<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>2. AI \uae30\ubc18 \uad11\uace0\uc758 \ud45c\uc900 \uc815\ub9bd<\/strong><\/h3>\n<p>Criteo AI Lab\uc740 \ud06c\ub9ac\ud14c\uc624 \uace0\uac1d\ub4e4\uc758 \uad11\uace0 \uc131\uacfc\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \uac83\uc5d0\ub9cc \uc8fc\uc548\uc810\uc744 \ub450\uc9c0\ub294 \uc54a\uc2b5\ub2c8\ub2e4. \ud06c\ub9ac\ud14c\uc624\uc758 \ubbf8\uc158\uc740 \ubcf4\ub2e4 \ub098\uc740 \uc778\ud130\ub137\uc744 \ub9cc\ub4dc\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc77c\ubc18\uc801\uc73c\ub85c \uc5f0\uad6c\uc18c\ub294 \ub3c5\ub9bd\ub41c \ud558\ub098\uc758 \uadf8\ub8f9\uc73c\ub85c \uad6c\ucd95\ub429\ub2c8\ub2e4. \uadf8\ub7ec\ub098 Criteo AI Lab\uc740 \ud06c\ub9ac\ud14c\uc624 R&amp;D\uc758 \uc591\ub300\uc0b0\ub9e5\uc774\ub77c\uace0 \ud560 \uc218 \uc788\ub294 Criteo Research\uc640 Machine Learning Platform Engineering \ud300\uc774 \uacb0\ud569\ud574 \uc124\ub9bd\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc5f0\uad6c\ud300\uc774 AI \uc5f0\uad6c\ub97c \uc81c\ud488 \uc2dc\uc2a4\ud15c\uc5d0 \ud1b5\ud569\uc2dc\ud0ac \uc218 \uc788\ub294 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uc5ed\ub7c9\uc744 \ubcf4\uc720\ud558\uace0 \uc788\ub2e4\ub294 \ub9d0\uc785\ub2c8\ub2e4.<\/p>\n<p>\ud06c\ub9ac\ud14c\uc624\ub294 Criteo AI Lab\uc5d0 3\ub144\uc5d0 \uac78\uccd0 2\ucc9c3\ubc31\ub9cc \ub2ec\ub7ec(\u20ac20 million)\ub97c \ud22c\uc790\ud588\uc2b5\ub2c8\ub2e4. \ud06c\ub9ac\ud14c\uc624\uac00 AI\uc640 AI\ub97c \ud65c\uc6a9\ud55c \ub514\uc9c0\ud138 \uad11\uace0\uc758 \uc131\uacfc \ud5a5\uc0c1\uc5d0 \uc5bc\ub9c8\ub098 \uc9c4\uc9c0\ud558\uac8c \uc784\ud558\uace0 \uc788\ub294\uc9c0\ub97c \uc798 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \ud06c\ub9ac\ud14c\uc624\ub294 \uac00\uc7a5 \ud6a8\uacfc\uc801\uc778 \ubaa8\ub378\uc774 \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud558\ub294\uc9c0 \uc774\ud574\ud558\uace0 \ubaa8\ub378\uc758 \ubcf4\ud3b8\ud654 \uc5ed\ub7c9\uc744 \uc5f0\uad6c\ud558\uba70 \uadf8 \ucde8\uc57d\uc131\uc744 \ud14c\uc2a4\ud2b8\ud558\uace0\uc790 \ud569\ub2c8\ub2e4. \uadf8\ub9ac\uace0 \uc138\uacc4\uac00 \uc774\ub7ec\ud55c \uae30\uc220\uc744 \uc774\ud574\ud558\ub294\ub370 \ub3c4\uc6c0\uc744 \uc8fc\uae38 \uc6d0\ud569\ub2c8\ub2e4.<\/p>\n<p>\ud06c\ub9ac\ud14c\uc624\uc758 \uc5f0\uad6c\ub294 \uad11\uace0\uac00 \ubcf4\ub2e4 \ub9de\ucda4\ud654\ub418\uace0 \uad00\ub828\uc131 \uc788\uc73c\uba70 \uac00\uc7a5 \ud070 \uc601\ud5a5\uc744 \uc8fc\ub3c4\ub85d \ub9cc\ub4ec\uc73c\ub85c\uc368, \ud06c\ub9ac\ud14c\uc624\ub294 \ubb3c\ub860 \uc5d4\ub4dc\uc720\uc800, \ud074\ub77c\uc774\uc5b8\ud2b8 \ubc0f \uac8c\uc2dc\uc790\ub4e4\uc5d0\uac8c \ud61c\ud0dd\uc744 \uc81c\uacf5\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<h3><b>3. \ud601\uc2e0 \ucee4\ubba4\ub2c8\ud2f0 \uc721\uc131<\/b><\/h3>\n<p>\ud06c\ub9ac\ud14c\uc624\ub294 \ud22c\uc790\ub97c \ud1b5\ud574 AI \ucee4\ubba4\ub2c8\ud2f0\uc758 \uc721\uc131\uc5d0 \uc77c\uc870\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. Criteo AI Lab\uc740 \uac1c\ubc1c\uacfc \uc5f4\ub9b0 \uc18c\ud1b5\uc744 \ud1b5\ud574 \ubcf4\ub2e4 \ud3ed\ub113\uc740 AI \uc5c5\uacc4\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n<p>\ud06c\ub9ac\ud14c\uc624\ub294 \uc8fc\uc694 \ucee8\ud37c\ub7f0\uc2a4\uc5d0\uc11c \uc5f0\uad6c \uacb0\uacfc\ub97c \ubc1c\ud45c\ud558\uace0, \uc624\ud508\uc18c\uc2a4 \uc18c\ud504\ud2b8\uc6e8\uc5b4\uc640 \uc628\ub77c\uc778 \uba38\uc2e0 \ub7ec\ub2dd \uc800\uc7a5\uc18c \ub4f1\uc5d0 \uc801\uadf9 \uae30\uc5ec\ud558\uba70, \ub370\uc774\ud130\uc138\ud2b8\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \uacf5\uac1c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud06c\ub9ac\ud14c\uc624\ub294 \ub610\ud55c \uc774\ubca4\ud2b8 \ub77c\uc778\uc774 40\uc5b5 \uac1c\uc5d0 \ub2ec\ud558\ub294 1 \ud14c\ub77c\ubc14\uc774\ud2b8 \ud06c\uae30\uc758 \uc138\uacc4 \ucd5c\ub300 \uacf5\uacf5 \uba38\uc2e0 \ub7ec\ub2dd \ub370\uc774\ud130\uc138\ud2b8\ub97c \ubc1c\ud45c\ud55c \uae30\ub85d\uc744 \ubcf4\uc720\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5bc\ub9c8 \uc804\uc5d0\ub294 Crito AI Lab\uc774 \uc5c5\uacc4 \uc9c0\uc2dd\uc744 \ud655\uc0b0\ud558\uace0 AI \ud601\uc2e0\uc790\ub4e4\uc744 \uc5f0\uacb0\ud574\uc8fc\ub294 \uc544\uc6c3\ub9ac\uce58 \ud504\ub85c\uadf8\ub7a8\uc758 \uc77c\ubd80\ub85c \ub525 \ub7ec\ub2dd\uc5d0 \uad00\ud55c \ucee4\ubba4\ub2c8\ud2f0 \ud2b9\uac15\uc744 \uc81c\uacf5\ud588\uc2b5\ub2c8\ub2e4. Hands-On Machine Learning with Scikit-Learn and TensorFlow\uc758 \uc791\uac00\uc778 \uc624\ub808\ub9ac\uc5b8 \uac8c\ub860(Aur\u00e9lien G\u00e9ron)\uc774 \uc774 \uc6cc\ud06c\uc0f5\uc744 \uc774\ub04c\uc5c8\uc2b5\ub2c8\ub2e4. \ucc38\uc11d\uc790\ub4e4\uc740 Tensorflow\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \ud301\uc744 \uc5bb\uace0 \uac8c\ub860\uacfc \ub300\ud654\ub97c \ub098\ub20c \uc218 \uc788\ub294 \uae30\ud68c\ub97c \uac00\uc84c\uc2b5\ub2c8\ub2e4. \uac15\uc758 \ube44\ub514\uc624\ub97c \uc2dc\uccad\ud574\ubcf4\uc2ed\uc2dc\uc624.<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/RLKaPzwtIas\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<h3><b>4. \uba38\uc2e0 \ub7ec\ub2dd\uc758 \ubbf8\ub798 \ubc29\ud5a5 \uc81c\uc2dc<\/b><\/h3>\n<p>\uc778\ud130\ub137\uc5d0 \uae30\ubc18\uc744 \ub454 \ud06c\ub9ac\ud14c\uc624\ub294 \uc778\ud130\ub137\uc774 \ubaa8\ub450\uc5d0\uac8c \uc81c\uacf5\ud558\ub294 \uae30\ud68c, \uc120\ud0dd \ubc0f \uc790\uc720\uc758 \uc800\ub825\uc744 \ubbff\uc2b5\ub2c8\ub2e4. \uad11\uace0\ub77c\ub294 \ubb38\ub9e5\uc5d0\uc11c AI\uc640 \uba38\uc2e0\ub7ec\ub2dd\uc758 \ud55c\uacc4\ub97c \ud14c\uc2a4\ud2b8\ud558\ub294 \uac83\uc774 \uae30\uc5c5 \ubbf8\uc158\uc744 \ub2ec\uc131\ud558\uae30 \uc704\ud55c \uc2e4\ud589 \uacc4\ud68d\uc758 \uc77c\ubd80\uc785\ub2c8\ub2e4.<\/p>\n<p><a href=\"https:\/\/ailab.criteo.com\/publications\/\">AI Lab\uc774 \ubc1c\ud45c\ud55c \uc218\ub9ce\uc740 \uc5f0\uad6c \uacb0\uacfc<\/a>\ub294 \ud06c\ub9ac\ud14c\uc624 \uc5f0\uad6c\uc6d0\ub4e4\uc758 \uba38\ub9bf\uc18d\uc744 \ub4e4\uc5ec\ub2e4 \ubcfc \uc218 \uc788\ub294 \ucc3d\ubb38\uacfc\ub3c4 \uac19\uc2b5\ub2c8\ub2e4. \uc5f0\uad6c \uacfc\ud559\uc790\ub4e4\uc740 \uad6d\uc81c \ucee8\ud37c\ub7f0\uc2a4\uc5d0\uc11c \uc790\uc2e0\uc758 \uc5f0\uad6c \uacb0\uacfc\ub97c \ubc1c\ud45c\ud558\uace0, \ud559\uacc4 \ud30c\ud2b8\ub108\ub4e4\uacfc \ud611\uc5c5\uc744 \ud558\uba70, \ud2b9\ud5c8 \uc2e0\uccad\uc744 \ud558\uace0, \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uacf5\uac1c\ud569\ub2c8\ub2e4. \uadf8\ub9ac\uace0 \ubb34\uc5c7\ubcf4\ub2e4 \uba38\uc2e0 \ub7ec\ub2dd\uc758 \ubbf8\ub798\uc5d0\uc11c \ud575\uc2ec\uc801\uc778 \uc5ed\ud560\uc744 \uc218\ud589\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub4e4\uc758 \uc5f0\uad6c\ub294 \ud30c\uae09\ub825\uc774 \uc788\uc2b5\ub2c8\ub2e4. AI Lab\uc758 \uc2a4\ud2f0\ube10 \ubcf4\ub108(Stephen Bonner)\uc640 \ud50c\ub798\ube44\uc548 \ubc14\uc2e4(Flavian Vasile)\uc774 \uc800\uc220\ud55c \ub17c\ubb38 <a href=\"https:\/\/arxiv.org\/abs\/1706.07639\" target=\"_blank\" rel=\"noopener noreferrer\">Causal Embeddings for Recommendation<\/a>\uc740 RecSys 2018 \ucee8\ud37c\ub7f0\uc2a4\uc5d0\uc11c \ucd5c\uace0\uc758 \ub17c\ubb38\uc73c\ub85c \uc120\uc815\ub418\ub294 \uc601\uad11\uc744 \uc548\uc558\uc2b5\ub2c8\ub2e4. \uc774\ub4e4\uc758 \uc5f0\uad6c\ub294 \uc55e\uc73c\ub85c \uad11\uace0\uc8fc\uac00 \uad11\uace0\ub97c \ubcf4\ub294 \uc18c\ube44\uc790\uc758 \ud589\ub3d9\uc744 \uc2e4\uc81c\ub85c \ubc14\uafc0 \uc218 \uc788\ub294\uc9c0\ub97c \uc774\ud574\ud558\ub294\ub370 \ub3c4\uc6c0\uc744 \uc904 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<h3><b>5. \uae00\ub85c\ubc8c\ud55c \uc778\uc7ac\ub4e4\uacfc \ud568\uaed8 \uadfc\ubb34<\/b><\/h3>\n<p>\ub6f0\uc5b4\ub09c \uc131\uacfc\ub97c \uac70\ub450\ub824\uba74, \ub6f0\uc5b4\ub09c \uc778\uc7ac\ub4e4\ub85c \ub458\ub7ec\uc2f8\uc5ec \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4. \ud06c\ub9ac\ud14c\uc624\ub294 \ub2e4\uc591\ud55c \uacbd\ub825\uacfc \ubc30\uacbd\uc744 \uac00\uc9c4 91\uac1c\uad6d\uc758 \uc778\uc7ac\ub4e4\uc774 \ud568\uaed8 \ud558\ub294 \ud68c\uc0ac\uc785\ub2c8\ub2e4. \ucc44\uc6a9 \ub2f4\ub2f9\uc790\ub4e4\uc740 \ub2e4\uc591\uc131\uc744 \uc874\uc911\ud558\ub294 \uc870\uc9c1\uc744 \uad6c\ucd95\ud558\uace0, \uac01 \uc9c1\uc6d0\ub4e4\uc5d0\uac8c \ud6cc\ub96d\ud55c \uadfc\ubb34 \ud658\uacbd\uc744 \uc81c\uacf5\ud558\uae30 \uc704\ud574 \ubaa8\ub4e0 \ub178\ub825\uc744 \uae30\uc6b8\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>Criteo AI Lab\uc758 \uc2e0\uc785 \uc9c1\uc6d0\ub4e4\uc740 \uc774 \ubd84\uc57c\uc5d0\uc11c \uac00\uc7a5 \uba85\uc11d\ud55c \uc778\uc7ac\ub4e4\ub85c \uad6c\uc131\ub41c \uad6d\uc81c\uc801\uc778 \ud300\uc5d0 \ub3d9\ucc38\ud558\uac8c \ub429\ub2c8\ub2e4. \uc7ac\ubb34 \ubd84\uc57c\uc5d0\uc11c 15\ub144\uac04 \ubab8\uc744 \ub2f4\uc740 \ud6c4 AI Lab\uc5d0\uc11c \uc8fc\uc694 \ud504\ub85c\uc81d\ud2b8\ub97c \uc131\uacf5\uc73c\ub85c \uc774\ub048 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ud504\ub85c\uadf8\ub7a8 \uad00\ub9ac\uc790 <a href=\"http:\/\/www.criteo.com\/kr\/blog\/david-lagardere-criteo-ai-lab-%ec%97%94%ec%a7%80%eb%8b%88%ec%96%b4%eb%a7%81-%ed%94%84%eb%a1%9c%ea%b7%b8%eb%9e%a8-%ea%b4%80%eb%a6%ac%ec%9e%90\/\">\ub370\uc2dc\ube57 \ub77c\uac00\ub370\ub974(David Lagardere)<\/a>\ub098 <a href=\"https:\/\/www.criteo.com\/news\/press-releases\/2019\/03\/criteo-announces-the-appointment-of-patrick-gallinari-to-the-criteo-ai-lab\/\">\ud328\ud2b8\ub9ad \uac08\ub9ac\ub098\ub9ac(Patrick Gallinari)<\/a> \uac19\uc740 \uc774\ub4e4\uacfc \ud568\uaed8 \uadfc\ubb34\ub97c \ud558\uac8c \ub429\ub2c8\ub2e4. \ub610\ub294 \uc0dd\ubb3c \uc815\ubcf4\ud559\uc5d0\uc11c \uadf8\ub798\ud504 \uc774\ub860\uae4c\uc9c0 \ub2e4\ucc44\ub85c\uc6b4 \ubd84\uc57c\uc5d0\uc11c \uc601\uac10\uc744 \uc5bb\uace0 \ud3c9\uc0dd \ud559\uc2b5\uc744 \uc9c0\ud5a5\ud558\uba70 \ub9e4\uc0ac\uc5d0 \uc5f4\uc815\uc801\uc778 <a href=\"http:\/\/www.criteo.com\/kr\/blog\/amelie-heliou-criteo-ai-lab-%ec%97%b0%ea%b5%ac%ec%9b%90\/\">\uc544\uba5c\ub9ac\uc5d0 \ud5ec\ub9ac\uc624(Am\u00e9lie Heliou)<\/a>\uc640 \ud568\uaed8 \uc77c\uc744 \ud558\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ud06c\ub9ac\ud14c\uc624\ub294 \ub370\uc774\ud130 \uc218\uc9d1, \uc815\uc81c, \ubaa8\ub378\ub9c1, \uad6c\ud604, \ubc1c\ud45c, \ud504\ub808\uc820\ud14c\uc774\uc158 \ub4f1 \uacfc\ud559 \uc5f0\uad6c\uc758 \ubaa8\ub4e0 \ubd84\uc57c\uc5d0\uc11c \uc5ed\ub7c9\uc744 \ubcf4\uc720\ud55c \uc6b0\uc218\ud55c \uba38\uc2e0 \ub7ec\ub2dd \uc5f0\uad6c \uacfc\ud559\uc790\ub97c \uc804 \uc138\uacc4\uc801\uc73c\ub85c \ucc3e\uace0 \uc788\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/www.criteo.com\/kr\/careers\/?team=Research\"><strong>\ucd5c\uc2e0<\/strong> <strong>\ucc44\uc6a9<\/strong> <strong>\uc815\ubcf4\ub97c<\/strong> <strong>\ud655\uc778\ud558\uc2dc\ub824\uba74<\/strong> <strong>\uc5ec\uae30\ub97c<\/strong> <strong>\ud074\ub9ad\ud558\uc2ed\uc2dc\uc624<\/strong><\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; \uad11\uace0\uc758 \ubbf8\ub798\ub294 1:1 \ub9de\ucda4\ud654\uc785\ub2c8\ub2e4. \uadf8\ub9ac\uace0 \uadf8 \ubbf8\ub798\uc5d0 \ub3c4\ub2ec\ud558\ub824\uba74, \uc5c5\uacc4\ub294 \uc0ac\uc6a9\uc790\ub4e4\uacfc \uc774\ub4e4\uc774 \uc0c1\ud638\uc791\uc6a9\ud558\ub294 \uc0c1\ud488 \ubc0f \ube0c\ub79c\ub4dc \uac04\uc758 \uad00\uacc4\ub97c \ubcf4\ub2e4 \uc2ec\ub3c4 \uc788\uac8c \uc774\ud574\ud560 \uc218 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4. Criteo AI Lab\uc740 \uc644\ubcbd\ud55c \ud0c0\uc774\ubc0d\uc5d0 \uc0dd\uaca8\ub0ac\uc2b5\ub2c8\ub2e4. \ud06c\ub9ac\ud14c\uc624\uc758 \uc5f0\uad6c\uc6d0 \ubc0f \uc5d4\uc9c0\ub2c8\uc5b4\ub4e4\uc740 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uace0 \uad11\uace0\uc8fc\uac00 \uace0\uac1d\ub4e4\uacfc \uae4a\uc740 \uad00\uacc4\ub97c \uc313\ub294\ub370 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\ub294 \uace0\uae09 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \uc5f0\uad6c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub4e4\uc758 \ubaa9\ud45c\ub294 [&hellip;]<\/p>\n","protected":false},"author":55,"featured_media":9964,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[461],"coauthors":[],"class_list":{"0":"post-9962","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-criteo-updates"},"acf":{"stae_popup_enable":false,"hide_featured_image":false,"has_download":false,"has_embed":false,"podcast_audio_length":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Criteo AI Lab\uc774 \uc560\ub4dc \ud14c\ud06c\ub97c \ud601\uc2e0\ud558\ub294 5\uac00\uc9c0 \ubc29\ubc95 (\uadf8\ub9ac\uace0 \uadf8 \ud601\uc2e0\uc5d0 \ub3d9\ucc38\ud558\ub294 \ubc29\ubc95) | KR - Criteo<\/title>\n<meta name=\"description\" content=\"\uba54\ud0c0\ub370\uc774\ud130 \uc124\uba85: \uc560\ub4dc \ud14c\ud06c \ubd84\uc57c\uc758 \ud601\uc2e0\uc5d0 \uad00\uc2ec\uc774 \uc788\ub294 \uc5f0\uad6c\uc6d0, \ub370\uc774\ud130 \uacfc\ud559\uc790, \ub610\ub294 \uc5d4\uc9c0\ub2c8\uc5b4\uac00 \ud06c\ub9ac\ud14c\uc624\uc5d0 \uc785\uc0ac\ud574\uc57c \ud558\ub294 5\uac00\uc9c0 \uc774\uc720\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.criteo.com\/kr\/blog\/criteo-ai-lab%ec%9d%b4-%ec%95%a0%eb%93%9c-%ed%85%8c%ed%81%ac%eb%a5%bc-%ed%98%81%ec%8b%a0%ed%95%98%eb%8a%94-5%ea%b0%80%ec%a7%80-%eb%b0%a9%eb%b2%95\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Criteo AI Lab\uc774 \uc560\ub4dc \ud14c\ud06c\ub97c \ud601\uc2e0\ud558\ub294 5\uac00\uc9c0 \ubc29\ubc95 (\uadf8\ub9ac\uace0 \uadf8 \ud601\uc2e0\uc5d0 \ub3d9\ucc38\ud558\ub294 \ubc29\ubc95) | KR - Criteo\" \/>\n<meta property=\"og:description\" content=\"\uba54\ud0c0\ub370\uc774\ud130 \uc124\uba85: \uc560\ub4dc \ud14c\ud06c \ubd84\uc57c\uc758 \ud601\uc2e0\uc5d0 \uad00\uc2ec\uc774 \uc788\ub294 \uc5f0\uad6c\uc6d0, \ub370\uc774\ud130 \uacfc\ud559\uc790, \ub610\ub294 \uc5d4\uc9c0\ub2c8\uc5b4\uac00 \ud06c\ub9ac\ud14c\uc624\uc5d0 \uc785\uc0ac\ud574\uc57c \ud558\ub294 5\uac00\uc9c0 \uc774\uc720\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.criteo.com\/kr\/blog\/criteo-ai-lab\uc774-\uc560\ub4dc-\ud14c\ud06c\ub97c-\ud601\uc2e0\ud558\ub294-5\uac00\uc9c0-\ubc29\ubc95\/\" \/>\n<meta property=\"og:site_name\" content=\"KR - Criteo\" \/>\n<meta property=\"article:published_time\" content=\"2019-04-25T13:23:10+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-01-06T19:37:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.criteo.com\/kr\/wp-content\/uploads\/sites\/7\/2019\/04\/brooke-cagle-1181681-unsplash.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"3600\" \/>\n\t<meta property=\"og:image:height\" content=\"2400\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Tanitra Partivit\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Tanitra Partivit\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\n\t    \"@context\": \"https:\/\/schema.org\",\n\t    \"@graph\": [\n\t        {\n\t            \"@type\": [\n\t                \"Article\",\n\t                \"BlogPosting\"\n\t            ],\n\t            \"@id\": 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