{"id":33995,"date":"2019-11-19T01:38:43","date_gmt":"2019-11-18T16:38:43","guid":{"rendered":"https:\/\/jirak.net\/wp\/amazon-personalize-%eb%b0%b0%ec%b9%98-%ec%b6%94%ec%b2%9c-%ea%b8%b0%eb%8a%a5-%ec%b6%9c%ec%8b%9c\/"},"modified":"2019-11-19T02:34:22","modified_gmt":"2019-11-18T17:34:22","slug":"amazon-personalize-%eb%b0%b0%ec%b9%98-%ec%b6%94%ec%b2%9c-%ea%b8%b0%eb%8a%a5-%ec%b6%9c%ec%8b%9c","status":"publish","type":"post","link":"https:\/\/jirak.net\/wp\/amazon-personalize-%eb%b0%b0%ec%b9%98-%ec%b6%94%ec%b2%9c-%ea%b8%b0%eb%8a%a5-%ec%b6%9c%ec%8b%9c\/","title":{"rendered":"Amazon Personalize, \ubc30\uce58 \ucd94\ucc9c \uae30\ub2a5 \ucd9c\uc2dc"},"content":{"rendered":"

Amazon Personalize, \ubc30\uce58 \ucd94\ucc9c \uae30\ub2a5 \ucd9c\uc2dc
\n<\/p>\n

\uc9c0\ub09c\ud574 \ucd9c\uc2dc<\/a>\ub41c Amazon Personalize<\/a>\ub294 \uae30\uacc4 \ud559\uc2b5 \uad00\ub828 \uacbd\ud5d8 \uc5c6\uc774 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc0ac\uc6a9\uc790 \uc9c0\uc815\ub418\uace0 \uac1c\uc778\ud654\ub41c \ud504\ub77c\uc774\ube57 \ucd94\ucc9c\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\ub294 \uc644\uc804\uad00\ub9ac\ud615 \uc11c\ube44\uc2a4\uc785\ub2c8\ub2e4.<\/p>\n

Amazon Personalize\ub97c \uc0ac\uc6a9\ud560 \ub54c\ub294 \ud65c\ub3d9 \ub370\uc774\ud130\uc758 \uace0\uc720\ud55c \uc2e0\ud638(\ud398\uc774\uc9c0 \ubdf0, \uac00\uc785, \uad6c\ub9e4 \ub4f1)\uc640 \ud568\uaed8 \uace0\uac1d \uc778\uad6c \ud1b5\uacc4 \uc815\ubcf4(\ub098\uc774, \uc704\uce58 \ub4f1)\ub97c \uc120\ud0dd\uc801\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \ubb38\uc11c, \uc81c\ud488, \ube44\ub514\uc624 \ub610\ub294 \uc74c\uc545 \ub4f1 \ucd94\ucc9c\ud558\ub824\ub294 \ud56d\ubaa9\uc758 \uc778\ubca4\ud1a0\ub9ac\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\uc804 \ube14\ub85c\uadf8 \uac8c\uc2dc\ubb3c\uc5d0\uc11c \uc124\uba85\ud588\ub4ef\uc774 Amazon Simple Storage Service(S3)<\/a>\uc5d0 \uc800\uc7a5\ub41c \uae30\ub85d \ub370\uc774\ud130<\/a>\uc640 JavaScript \ucd94\uc801\uae30 \ub610\ub294 \uc11c\ubc84 \uce21\uc5d0\uc11c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc804\uc1a1\ub41c \uc2a4\ud2b8\ub9ac\ubc0d \ub370\uc774\ud130<\/a>\ub97c \ubaa8\ub450 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uadf8\ub7ec\uba74 Personalize\uac00 \uc644\uc804 \uc790\ub3d9\ud654 \ubc29\uc2dd\uc73c\ub85c \ub370\uc774\ud130\ub97c \ucc98\ub9ac \ubc0f \uac80\uc0ac\ud558\uace0, \uc720\uc6a9\ud55c \uc815\ubcf4\ub97c \uc2dd\ubcc4\ud558\uba70, \uc801\ud569\ud55c \uc54c\uace0\ub9ac\uc998\uc744 \uc120\ud0dd\ud558\uace0, \ub370\uc774\ud130\uc5d0 \ub9de\uac8c \uc0ac\uc6a9\uc790 \uc9c0\uc815\ub41c \uac1c\uc778\ud654 \ubaa8\ub378\uc744 \ud6c8\ub828 \ubc0f \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4. \ub610\ud55c, \ube44\uc988\ub2c8\uc2a4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc73c\ub85c \uc190\uc27d\uac8c \ud638\ucd9c\ud560 \uc218 \uc788\ub294 API\ub97c \ud1b5\ud574 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uadf8\ub7ec\ub098, \ubc30\uce58 \ucd94\ucc9c \uae30\ub2a5\uc774 \ud65c\uc6a9 \uc0ac\ub840\uc5d0 \ub354 \uc801\ud569\ud560 \uac83 \uac19\ub2e4\ub294 \uc758\uacac\uc744 \uc8fc\uc2e0 \uace0\uac1d\ub4e4\uc774 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub9ce\uc740 \uc218\uc758 \uc0ac\uc6a9\uc790\uc5d0 \ub300\ud55c \ucd94\ucc9c\uc744 \ud55c \ubc88\uc5d0 \uacc4\uc0b0 \ubc0f \uc800\uc7a5\ud558\uace0, \ubc30\uce58 \uae30\ubc18 \uc6cc\ud06c\ud50c\ub85c(\uc608: \uc774\uba54\uc77c \ub610\ub294 \uc54c\ub9bc \uc804\uc1a1)\ub97c \ud1b5\ud574 \uc9c0\uc18d\uc801\uc73c\ub85c \uc81c\uacf5\ud574\uc57c \ud558\ub294 \uc0ac\uc6a9 \uc0ac\ub840\uac00 \uc5ec\uae30\uc5d0 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \ucd94\ucc9c \uc5d4\ub4dc\ud3ec\uc778\ud2b8\ub97c \uc0ac\uc6a9\ud574\ub3c4 \ub418\uc9c0\ub9cc \ubc30\uce58 \ucc98\ub9ac\uac00 \ud6e8\uc52c \ub354 \ud3b8\ub9ac\ud558\uace0 \uacbd\uc81c\uc801\uc785\ub2c8\ub2e4.<\/p>\n

\uac1c\uc778\ud654 \ubc30\uce58 \ucd94\ucc9c \uae30\ub2a5 \uc18c\uac1c<\/strong><\/span><\/h3>\n

\uac04\ub2e8\ud55c \ub370\ubaa8\ub97c \uc704\ud574 \uc774 \uac8c\uc2dc\ubb3c<\/a>\uc5d0\uc11c MovieLens<\/a> \ub370\uc774\ud130 \uc138\ud2b8\ub85c \ud6c8\ub828\ud55c \uc601\ud654 \ucd94\ucc9c \uc194\ub8e8\uc158<\/a>\uc744 \uc7ac\uc0ac\uc6a9\ud558\uaca0\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc11c\ub294 \uc774 \uc194\ub8e8\uc158\uc744 \uae30\ubc18\uc73c\ub85c \uc2e4\uc2dc\uac04 \ucea0\ud398\uc778<\/a>\uc744 \ubc30\ud3ec\ud558\ub294 \ub300\uc2e0 \ubc30\uce58 \ucd94\ucc9c \uc791\uc5c5\uc744 \uc0dd\uc131\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

\uba3c\uc800, \uc601\ud654 \ucd94\ucc9c\uc744 \ubc1b\uc744 \uc0ac\uc6a9\uc790\ub97c \uc815\uc758\ud569\ub2c8\ub2e4. S3<\/a> \ubc84\ud0b7\uc5d0 \uc800\uc7a5\ub418\ub294 JSON \ud30c\uc77c\ub85c \uc0ac\uc6a9\uc790 ID\ub97c \ub098\uc5f4\ud558\uba74 \ub429\ub2c8\ub2e4.<\/p>\n

{"userId": "123"}
{"userId": "456"}
{"userId": "789"}
{"userId": "321"}
{"userId": "654"}
{"userId": "987"}<\/code><\/p>\n

\uadf8\ub7f0 \ub2e4\uc74c \ud574\ub2f9 \ubc84\ud0b7\uc5d0 \ub300\ud55c \ubc84\ud0b7 \uc815\ucc45<\/a>\uc744 \uc801\uc6a9\ud558\uc5ec Personalize<\/a>\uac00 \ubc84\ud0b7\uc758 \uac1d\uccb4\ub97c \uc77d\uace0 \uc4f8 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc5ec\uae30\uc11c\ub294 AWS \ucf58\uc194\uc744 \uc0ac\uc6a9\ud558\uc9c0\ub9cc PutBucketAcl<\/a> <\/em>API\ub97c \ud1b5\ud574 \ud504\ub85c\uadf8\ub798\ubc0d \ubc29\uc2dd\uc73c\ub85c \ub3d9\uc77c\ud55c \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\"\"<\/a><\/p>\n

\uc774\uc81c Personalize \ucf58\uc194\ub85c \uc774\ub3d9\ud558\uace0 \ubc30\uce58 \ucd94\ub860 \uc791\uc5c5\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n

\uc791\uc5c5 \uc774\ub984\uc744 \uc9c0\uc815\ud558\uace0 Personalize\uc5d0 \ub300\ud55c AWS Identity and Access Management(IAM)<\/a> \uc5ed\ud560\uc744 \uc120\ud0dd\ud558\uc5ec S3<\/a> \ubc84\ud0b7\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \ud5c8\uc6a9\ud574\uc57c \ud569\ub2c8\ub2e4. \ubc84\ud0b7 \uc815\ucc45\uc740 \uc774\ubbf8 \ucc98\ub9ac\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n

\"\"<\/a><\/p>\n

\uadf8\ub7f0 \ub2e4\uc74c \uc601\ud654 \ucd94\ucc9c\uc5d0 \uc0ac\uc6a9\ud560 \uc194\ub8e8\uc158\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/p>\n

\"\"<\/a><\/p>\n

\ub9c8\uc9c0\ub9c9\uc73c\ub85c \uc785\ub825 \ubc0f \ucd9c\ub825 \ub370\uc774\ud130\uc758 \uc704\uce58\ub97c \uc815\uc758\ud569\ub2c8\ub2e4. \ud544\uc694\ud55c \uacbd\uc6b0 \ubcf5\ud638\ud654 \ubc0f \uc554\ud638\ud654\uc5d0 \uc0ac\uc6a9\ud560 AWS Key Management Service(KMS)<\/a> \ud0a4\ub97c \uc815\uc758\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\"\"<\/a><\/p>\n

\uc7a0\uc2dc \ud6c4\uc5d0 \uc791\uc5c5\uc774 \uc644\ub8cc\ub418\uba74 \ubc84\ud0b7\uc5d0\uc11c \ucd94\ucc9c\uc744 \uac00\uc838\uc62c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

$ aws s3 cp s3:\/\/jsimon-personalize-euwest-1\/batch\/output\/batch\/users.json.out -
{"input":{"userId":"123"}, "output": {"recommendedItems": ["137", "285", "14", "283", "124", "13", "508", "276", "275", "475", "515", "237", "246", "117", "19", "9", "25", "93", "181", "100", "10", "7", "273", "1", "150"]}}
{"input":{"userId":"456"}, "output": {"recommendedItems": ["272", "333", "286", "271", "268", "313", "340", "751", "332", "750", "347", "316", "300", "294", "690", "331", "307", "288", "304", "302", "245", "326", "315", "346", "305"]}}
{"input":{"userId":"789"}, "output": {"recommendedItems": ["275", "14", "13", "93", "1", "117", "7", "246", "508", "9", "248", "276", "137", "151", "150", "111", "124", "237", "744", "475", "24", "283", "20", "273", "25"]}}
{"input":{"userId":"321"}, "output": {"recommendedItems": ["86", "197", "180", "603", "170", "427", "191", "462", "494", "175", "61", "198", "238", "45", "507", "203", "357", "661", "30", "428", "132", "135", "479", "657", "530"]}}
{"input":{"userId":"654"}, "output": {"recommendedItems": ["272", "270", "268", "340", "210", "313", "216", "302", "182", "318", "168", "174", "751", "234", "750", "183", "271", "79", "603", "204", "12", "98", "333", "202", "902"]}}
{"input":{"userId":"987"}, "output": {"recommendedItems": ["286", "302", "313", "294", "300", "268", "269", "288", "315", "333", "272", "242", "258", "347", "690", "310", "100", "340", "50", "292", "327", "332", "751", "319", "181"]}}<\/code><\/code><\/p>\n

\uc2e4\uc81c \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \ucd94\ucc9c\uc744 \ub2e4\uc6b4\uc2a4\ud2b8\ub9bc \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc81c\uacf5\ud558\uc5ec \ucd94\uac00\ub85c \ucc98\ub9ac\ud574\uc57c \ud569\ub2c8\ub2e4. \ub2f9\uc5f0\ud788 \ucf58\uc194\uc744 \uc0ac\uc6a9\ud558\ub294 \ub300\uc2e0 CreateBatchInferenceJob<\/em>, DescribeBatchInferenceJob<\/em> \ubc0f ListBatchInferenceJobs<\/em> API\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud504\ub85c\uadf8\ub798\ubc0d \ubc29\uc2dd\uc73c\ub85c \uc791\uc5c5\uc744 \uc0dd\uc131\ud558\uace0 \uad00\ub9ac\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n

\uc815\uc2dd \ucd9c\uc2dc
<\/span><\/strong>Amazon Personalize<\/a>\uc758 \ubc30\uce58 \ucd94\ucc9c \uae30\ub2a5\uc744 \uc0ac\uc6a9\ud558\uba74 \uac04\ud3b8\ud558\uace0 \uacbd\uc81c\uc801\uc778 \ubc29\ubc95\uc73c\ub85c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uac1c\uc778\ud654\ub97c \ucd94\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Personalize<\/a>\uac00 \uc81c\uacf5\ub418\ub294 \ubaa8\ub4e0 \ub9ac\uc804\uc5d0\uc11c \uc624\ub298\ubd80\ud130 \uc774 \uae30\ub2a5\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc5ec\ub7ec\ubd84\uc758 \uc18c\uc911\ud55c \ud53c\ub4dc\ubc31\uc774 \uc788\uc73c\uba74 AWS \ud3ec\ub7fc<\/a> \ub610\ub294 \ud3c9\uc18c\uc5d0 \uc774\uc6a9\ud558\ub294 AWS \uae30\uc220 \uc9c0\uc6d0 \uc5f0\ub77d\ucc98\ub97c \ud1b5\ud574 \uc54c\ub824\uc8fc\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n

\u2014 Julien<\/a><\/p>\n

Source: Amazon Personalize, \ubc30\uce58 \ucd94\ucc9c \uae30\ub2a5 \ucd9c\uc2dc<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

Amazon Personalize, \ubc30\uce58 \ucd94\ucc9c \uae30\ub2a5 \ucd9c\uc2dc \uc9c0\ub09c\ud574 \ucd9c\uc2dc\ub41c Amazon Personalize\ub294 \uae30\uacc4 \ud559\uc2b5 \uad00\ub828 \uacbd\ud5d8 \uc5c6\uc774 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc0ac\uc6a9\uc790 \uc9c0\uc815\ub418\uace0 \uac1c\uc778\ud654\ub41c \ud504\ub77c\uc774\ube57 \ucd94\ucc9c\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\ub294 \uc644\uc804\uad00\ub9ac\ud615 \uc11c\ube44\uc2a4\uc785\ub2c8\ub2e4. Amazon Personalize\ub97c \uc0ac\uc6a9\ud560 \ub54c\ub294 \ud65c\ub3d9 \ub370\uc774\ud130\uc758 \uace0\uc720\ud55c \uc2e0\ud638(\ud398\uc774\uc9c0 \ubdf0, \uac00\uc785, \uad6c\ub9e4 \ub4f1)\uc640 \ud568\uaed8 \uace0\uac1d \uc778\uad6c \ud1b5\uacc4 \uc815\ubcf4(\ub098\uc774, \uc704\uce58 \ub4f1)\ub97c \uc120\ud0dd\uc801\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \ubb38\uc11c, \uc81c\ud488, \ube44\ub514\uc624 \ub610\ub294 \uc74c\uc545 \ub4f1 \ucd94\ucc9c\ud558\ub824\ub294 \ud56d\ubaa9\uc758 \uc778\ubca4\ud1a0\ub9ac\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\uc804 \ube14\ub85c\uadf8 \uac8c\uc2dc\ubb3c\uc5d0\uc11c \uc124\uba85\ud588\ub4ef\uc774 Amazon Simple Storage Service(S3)\uc5d0 \uc800\uc7a5\ub41c \uae30\ub85d \ub370\uc774\ud130\uc640 JavaScript \ucd94\uc801\uae30 \ub610\ub294 \uc11c\ubc84 \uce21\uc5d0\uc11c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc804\uc1a1\ub41c \uc2a4\ud2b8\ub9ac\ubc0d \ub370\uc774\ud130\ub97c \ubaa8\ub450 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\uba74 Personalize\uac00 \uc644\uc804 \uc790\ub3d9\ud654 \ubc29\uc2dd\uc73c\ub85c \ub370\uc774\ud130\ub97c \ucc98\ub9ac \ubc0f \uac80\uc0ac\ud558\uace0, \uc720\uc6a9\ud55c \uc815\ubcf4\ub97c \uc2dd\ubcc4\ud558\uba70, \uc801\ud569\ud55c \uc54c\uace0\ub9ac\uc998\uc744 \uc120\ud0dd\ud558\uace0, \ub370\uc774\ud130\uc5d0 \ub9de\uac8c \uc0ac\uc6a9\uc790 \uc9c0\uc815\ub41c \uac1c\uc778\ud654 \ubaa8\ub378\uc744 \ud6c8\ub828 \ubc0f \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4. \ub610\ud55c, \ube44\uc988\ub2c8\uc2a4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc73c\ub85c \uc190\uc27d\uac8c \ud638\ucd9c\ud560 \uc218 \uc788\ub294 API\ub97c \ud1b5\ud574 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098, \ubc30\uce58 \ucd94\ucc9c \uae30\ub2a5\uc774 \ud65c\uc6a9 \uc0ac\ub840\uc5d0 \ub354 \uc801\ud569\ud560 \uac83 \uac19\ub2e4\ub294 \uc758\uacac\uc744 \uc8fc\uc2e0 \uace0\uac1d\ub4e4\uc774 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub9ce\uc740 \uc218\uc758 \uc0ac\uc6a9\uc790\uc5d0 \ub300\ud55c [ more… ]<\/a><\/p>\n<\/div>","protected":false},"author":1,"featured_media":33996,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[169],"tags":[656],"class_list":["post-33995","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-aws"],"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/posts\/33995","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/comments?post=33995"}],"version-history":[{"count":1,"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/posts\/33995\/revisions"}],"predecessor-version":[{"id":33997,"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/posts\/33995\/revisions\/33997"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/media\/33996"}],"wp:attachment":[{"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/media?parent=33995"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/categories?post=33995"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/tags?post=33995"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}