{"id":39597,"date":"2024-11-02T06:50:21","date_gmt":"2024-11-02T06:50:21","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=39597"},"modified":"2024-11-26T06:41:17","modified_gmt":"2024-11-26T06:41:17","slug":"%ec%b6%94%ec%b2%9c-%ec%8b%9c%ec%8a%a4%ed%85%9c-%eb%b0%8f-%ec%82%ac%ec%9a%a9%ec%9e%90-%ed%96%89%eb%8f%99-%eb%8d%b0%ec%9d%b4%ed%84%b0%ec%85%8b-last-fm-%ec%9d%8c%ec%95%85-%ec%b6%94%ec%b2%9c-%eb%8d%b0","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/39597\/","title":{"rendered":"\ucd94\ucc9c \uc2dc\uc2a4\ud15c \ubc0f \uc0ac\uc6a9\uc790 \ud589\ub3d9 \ub370\uc774\ud130\uc14b, Last.fm \uc74c\uc545 \ucd94\ucc9c \ub370\uc774\ud130\uc14b"},"content":{"rendered":"<p>\ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc740 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uac1c\uc778\ud654\ub41c \ucf58\ud150\uce20\ub97c \uc81c\uacf5\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \uc54c\uace0\ub9ac\uc998\uacfc \uae30\ubc95\uc744 \ud65c\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc740 \uc8fc\ub85c \uc0ac\uc6a9\uc790 \ud589\ub3d9 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \uc791\ub3d9\ud558\uba70, \uc774\ub97c \ud1b5\ud574 \uc0ac\uc6a9\uc790\uc758 \ucde8\ud5a5\uc744 \ud30c\uc545\ud558\uace0 \uc801\ud569\ud55c \uc0c1\ud488\uc774\ub098 \uc11c\ube44\uc2a4\ub97c \ucd94\ucc9c\ud569\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc758 \uac1c\ub150, \uc911\uc694\uc131, \uc8fc\uc694 \uc54c\uace0\ub9ac\uc998, \uadf8\ub9ac\uace0 Last.fm \uc74c\uc545 \ucd94\ucc9c \ub370\uc774\ud130\uc14b\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc758 \uac1c\ub150<\/h2>\n<p>\ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc774\uc804\uc5d0 \uc88b\uc544\ud588\ub358 \uc544\uc774\ud15c\uc774\ub098 \uc720\uc0ac\ud55c \uc0ac\uc6a9\uc790\ub4e4\uc758 \ud589\ub3d9\uc744 \ubd84\uc11d\ud558\uc5ec \uc0c8\ub85c\uc6b4 \uc544\uc774\ud15c\uc744 \ucd94\ucc9c\ud558\ub294 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc740 \uc6b0\ub9ac \uc77c\uc0c1\uc5d0 \uae4a\uc774 \uc2a4\uba70\ub4e4\uc5b4 \uc788\uc73c\uba70, \uc601\ud654, \uc74c\uc545, \uc0c1\ud488, \ub274\uc2a4 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<h2>\ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc758 \uc911\uc694\uc131<\/h2>\n<p>\ud604\ub300 \uc0ac\ud68c\uc5d0\uc11c\ub294 \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\uac00 \uc0dd\uc131\ub418\uace0 \uc788\uc73c\uba70, \uc0ac\uc6a9\uc790\ub294 \uadf8 \uc911\uc5d0\uc11c \uc720\uc6a9\ud55c \uc815\ubcf4\ub97c \ucc3e\ub294 \ub370 \uc5b4\ub824\uc6c0\uc744 \uacaa\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc740 \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uace0 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uc774\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\uac1c\uc778\ud654:<\/strong> \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc801\ud569\ud55c \ucf58\ud150\uce20\ub97c \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \ub9cc\uc871\ub3c4\ub97c \ub192\uc785\ub2c8\ub2e4.<\/li>\n<li><strong>\ud0d0\uc0c9 \uac10\uc18c:<\/strong> \uc0ac\uc6a9\uc790\ub294 \ub9ce\uc740 \uc120\ud0dd \uc911\uc5d0\uc11c \uc801\ud569\ud55c \uac83\uc744 \ucc3e\ub294 \ub370 \uc18c\uc694\ub418\ub294 \uc2dc\uac04\uc744 \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc218\uc775 \uc99d\ub300:<\/strong> \uae30\uc5c5\uc740 \ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud574 \uc81c\ud488 \ud310\ub9e4 \uc99d\ub300\uc640 \uace0\uac1d \ucda9\uc131\ub3c4\ub97c \uac15\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>\ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc758 \uc54c\uace0\ub9ac\uc998<\/h2>\n<p>\ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc740 \uc8fc\ub85c \ub2e4\uc74c\uacfc \uac19\uc740 \ub450 \uac00\uc9c0 \uc720\ud615\uc758 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4:<\/p>\n<h3>\ud611\uc5c5 \ud544\ud130\ub9c1 (Collaborative Filtering)<\/h3>\n<p>\ud611\uc5c5 \ud544\ud130\ub9c1\uc740 \uc0ac\uc6a9\uc790\uc640 \uc544\uc774\ud15c \uac04\uc758 \uc0c1\ud638\uc791\uc6a9 \ub370\uc774\ud130\ub97c \ubc14\ud0d5\uc73c\ub85c \ucd94\ucc9c\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc774 \ubc29\ubc95\uc740 \uc8fc\ub85c \ub450 \uac00\uc9c0 \uc811\uadfc \ubc29\uc2dd\uc73c\ub85c \ub098\ub20c \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\uc0ac\uc6a9\uc790 \uae30\ubc18 \ud611\uc5c5 \ud544\ud130\ub9c1:<\/strong> \uc720\uc0ac\ud55c \ucde8\ud5a5\uc744 \uac00\uc9c4 \uc0ac\uc6a9\uc790\ub4e4\uc744 \ucc3e\uc544 \ucd94\ucc9c\uc744 \uc81c\uacf5\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, A\uc640 B\uac00 \ube44\uc2b7\ud55c \ucde8\ud5a5\uc744 \uac00\uc84c\ub2e4\uba74 A\uac00 \uc88b\uc544\ud558\ub294 \uc544\uc774\ud15c\uc744 B\uc5d0\uac8c \ucd94\ucc9c\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uc544\uc774\ud15c \uae30\ubc18 \ud611\uc5c5 \ud544\ud130\ub9c1:<\/strong> \uc544\uc774\ud15c \uac04\uc758 \uc720\uc0ac\uc131\uc744 \ubd84\uc11d\ud558\uc5ec \ucd94\ucc9c\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc0ac\uc6a9\uc790\uac00 A\ub77c\ub294 \uc544\uc774\ud15c\uc744 \uc88b\uc544\ud55c\ub2e4\uba74, A\uc640 \ube44\uc2b7\ud55c \uc544\uc774\ud15c\uc744 \ucd94\ucc9c\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>\ucf58\ud150\uce20 \uae30\ubc18 \ud544\ud130\ub9c1 (Content-Based Filtering)<\/h3>\n<p>\ucf58\ud150\uce20 \uae30\ubc18 \ud544\ud130\ub9c1\uc740 \uc544\uc774\ud15c\uc758 \uc18d\uc131\uc774\ub098 \ud2b9\uc9d5\uc744 \uc774\uc6a9\ud558\uc5ec \ucd94\ucc9c\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\uc804\uc5d0 \uc88b\uc544\ud588\ub358 \uc544\uc774\ud15c\uc758 \uc18d\uc131\uacfc \uc720\uc0ac\ud55c \uc0c8\ub85c\uc6b4 \uc544\uc774\ud15c\uc744 \ucd94\ucc9c\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc0ac\uc6a9\uc790\uac00 \ud2b9\uc815 \uc7a5\ub974\uc758 \uc74c\uc545\uc744 \uc88b\uc544\ud55c\ub2e4\uba74, \uac19\uc740 \uc7a5\ub974\uc758 \ub2e4\ub978 \uc74c\uc545\uc744 \ucd94\ucc9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>Last.fm \uc74c\uc545 \ucd94\ucc9c \ub370\uc774\ud130\uc14b<\/h2>\n<p>Last.fm\uc740 \uc0ac\uc6a9\uc790\ub4e4\uc774 \uc74c\uc545\uc744 \ub4e3\uace0 \uae30\ub85d\ud558\ub294 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790 \ud589\ub3d9 \ub370\uc774\ud130\uc640 \uc74c\uc545 \uc815\ubcf4\uac00 \ud48d\ubd80\ud558\uac8c \uc81c\uacf5\ub429\ub2c8\ub2e4. Last.fm \ub370\uc774\ud130\uc14b\uc740 \ucd94\ucc9c \uc2dc\uc2a4\ud15c \uc5f0\uad6c \ubc0f \uac1c\ubc1c\uc5d0 \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130\uc14b\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uac00\uc9c0\uc758 \uc8fc\uc694 \uc815\ubcf4\ub97c \ud3ec\ud568\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\uc0ac\uc6a9\uc790 \uc815\ubcf4:<\/strong> \uc0ac\uc6a9\uc790 ID, \uc0ac\uc6a9\uc790\uac00 \uc88b\uc544\ud558\ub294 \uc544\ud2f0\uc2a4\ud2b8 \ubc0f \uace1\uc758 \ubaa9\ub85d.<\/li>\n<li><strong>\ub9c1\ud06c \ub370\uc774\ud130:<\/strong> \uc0ac\uc6a9\uc790\uc640 \uc544\ud2f0\uc2a4\ud2b8 \uac04\uc758 \uc0c1\ud638\uc791\uc6a9 \uae30\ub85d. \uc608\ub97c \ub4e4\uc5b4, \uc0ac\uc6a9\uc790\uac00 \uba87 \ubc88 \uc544\ud2f0\uc2a4\ud2b8\uc758 \uace1\uc744 \uccad\ucde8\ud588\ub294\uc9c0\uc5d0 \ub300\ud55c \uc815\ubcf4.<\/li>\n<li><strong>\uc544\ud2f0\uc2a4\ud2b8 \ubc0f \ud2b8\ub799 \uc815\ubcf4:<\/strong> \uc544\ud2f0\uc2a4\ud2b8\uc758 \uc774\ub984, \uace1 \uc81c\ubaa9, \uc7a5\ub974, \ubc1c\ub9e4 \uc5f0\ub3c4 \ub4f1.<\/li>\n<\/ul>\n<h3>Last.fm \ub370\uc774\ud130\uc14b \uc218\uc9d1 \ubc29\ubc95<\/h3>\n<p>Last.fm API\ub97c \ud1b5\ud574 \uc0ac\uc6a9\uc790 \ud589\ub3d9 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. API\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790 \uae30\ub85d, \uc544\ud2f0\uc2a4\ud2b8 \uc815\ubcf4, \uccad\ucde8 \uae30\ub85d \ub4f1\uc758 \ub2e4\uc591\ud55c \uc815\ubcf4\ub97c JSON \ub610\ub294 XML \ud615\uc2dd\uc73c\ub85c \ubc18\ud658\ubc1b\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc6d0\ud558\ub294 \ub370\uc774\ud130\uc14b\uc744 \uc81c\uc791\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>Last.fm \ub370\uc774\ud130\uc14b\uc758 \ud65c\uc6a9<\/h3>\n<p>Last.fm \ub370\uc774\ud130\uc14b\uc740 \ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc758 \uac1c\ubc1c\ubfd0\ub9cc \uc544\ub2c8\ub77c \ub2e4\uc591\ud55c \uc5f0\uad6c\uc5d0\ub3c4 \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc0ac\uc6a9\uc790 \ud589\ub3d9 \ubd84\uc11d, \uc0c1\uad00 \uad00\uacc4 \ubd84\uc11d, \ud074\ub7ec\uc2a4\ud130\ub9c1 \ub4f1\uc758 \ud1b5\uacc4\uc801 \ubc29\ubc95\ub860\uc744 \uc801\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790 \ucde8\ud5a5\uc744 \uae4a\uc774 \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud574 \uc0c8\ub85c\uc6b4 \ucd94\ucc9c \uc2dc\uc2a4\ud15c \ubaa8\ub378\uc744 \ud6c8\ub828\uc2dc\ud0a4\uac70\ub098, \uc131\ub2a5 \uac1c\uc120\uc744 \uc704\ud55c A\/B \ud14c\uc2a4\ud2b8\uc5d0 \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uacf5\uc2dd \ub9ac\uc18c\uc2a4 \ubc0f \ub370\uc774\ud130 \uad6c\ud574\uc57c \ud560 \uacf3<\/h2>\n<p>Last.fm \ub370\uc774\ud130\uc14b\uc744 \ud3ec\ud568\ud558\uc5ec \ucd94\ucc9c \uc2dc\uc2a4\ud15c \uac1c\ubc1c \ubc0f \uc5f0\uad6c\uc5d0 \uc720\uc6a9\ud55c \uc5ec\ub7ec \ub370\uc774\ud130\uc14b\uc744 \uad6c\ud560 \uc218 \uc788\ub294 \uc0ac\uc774\ud2b8\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li><a href=\"https:\/\/www.last.fm\/api\" target=\"_blank\" rel=\"noopener\">Last.fm API<\/a>: Last.fm\uc758 \uacf5\uc2dd API\ub85c, \uc0ac\uc6a9\uc790 \uc74c\uc545 \uccad\ucde8 \ub370\uc774\ud130 \ubc0f \uc544\ud2f0\uc2a4\ud2b8 \uc815\ubcf4\uc5d0 \uc811\uadfc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><a href=\"https:\/\/grouplens.org\/datasets\/movielens\/\" target=\"_blank\" rel=\"noopener\">MovieLens<\/a>: \uc601\ud654 \ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc744 \uc704\ud55c \ub370\uc774\ud130\uc14b\uc73c\ub85c, \uc601\ud654, \uc0ac\uc6a9\uc790 \ud3c9\uac00, \ud0dc\uadf8 \ub370\uc774\ud130 \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/li>\n<li><a href=\"https:\/\/www.kaggle.com\/datasets\" target=\"_blank\" rel=\"noopener\">Kaggle Datasets<\/a>: \ub2e4\uc591\ud55c \ubd84\uc57c\uc758 \ub370\uc774\ud130\uc14b\uc774 \uacf5\uac1c\ub418\uc5b4 \uc788\uc73c\uba70, \ucd94\ucc9c \uc2dc\uc2a4\ud15c \uad00\ub828 \ub370\uc774\ud130\uc14b\ub3c4 \ub9ce\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><a href=\"https:\/\/www.cs.umd.edu\/~shafiq\/courses\/CMPS424\/Assignment-1\/dataset\/\" target=\"_blank\" rel=\"noopener\">Yelp Data Set<\/a>: \uc0ac\uc6a9\uc790 \ub9ac\ubdf0 \uae30\ubc18\uc73c\ub85c \ucd94\ucc9c \uc2dc\uc2a4\ud15c \uac1c\ubc1c\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ub370\uc774\ud130\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>\uacb0\ub860<\/h2>\n<p>\ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc740 \uc0ac\uc6a9\uc790\uc758 \uacbd\ud5d8\uc744 \uac1c\uc778\ud654\ud558\uace0 \ube0c\ub79c\ub4dc \ucda9\uc131\ub3c4\ub97c \uac15\ud654\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. Last.fm \uc74c\uc545 \ucd94\ucc9c \ub370\uc774\ud130\uc14b\uacfc \uac19\uc740 \uc0ac\uc6a9\uc790 \ud589\ub3d9 \ub370\uc774\ud130\uc14b\uc740 \ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uac1c\ubc1c\ud558\uace0 \uc5f0\uad6c\ud558\ub294 \ub370 \ud544\uc218\uc801\uc778 \uc790\uc6d0\uc785\ub2c8\ub2e4. \uc624\ub298\ub0a0 \ub2e4\uc591\ud574\uc9c4 \ucd94\ucc9c \uc54c\uace0\ub9ac\uc998\uacfc \ub370\uc774\ud130\uc14b\uc744 \ud65c\uc6a9\ud558\uc5ec \ub354 \ub098\uc740 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uc81c\uacf5\ud558\ub294 \ud601\uc2e0\uc801\uc778 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774 \uae00\uc5d0\uc11c\ub294 \ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc758 \uae30\ubcf8 \uac1c\ub150\uc5d0\uc11c\ubd80\ud130 Last.fm \uc74c\uc545 \ucd94\ucc9c \ub370\uc774\ud130\uc14b\uc758 \uc911\uc694\uc131\uacfc \ub370\uc774\ud130 \uad6c\ud558\ub294 \ubc29\ubc95\uae4c\uc9c0 \uc0c1\uc138\ud558\uac8c \uc124\uba85\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc815\ubcf4\ub4e4\uc744 \ud1b5\ud574 \uc5ec\ub7ec\ubd84\uc774 \ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc5d0 \ub300\ud55c \uc774\ud574\ub97c \ub192\uc774\uace0 \ub370\uc774\ud130\uc14b\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\uae38 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc740 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uac1c\uc778\ud654\ub41c \ucf58\ud150\uce20\ub97c \uc81c\uacf5\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \uc54c\uace0\ub9ac\uc998\uacfc \uae30\ubc95\uc744 \ud65c\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc740 \uc8fc\ub85c \uc0ac\uc6a9\uc790 \ud589\ub3d9 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \uc791\ub3d9\ud558\uba70, \uc774\ub97c \ud1b5\ud574 \uc0ac\uc6a9\uc790\uc758 \ucde8\ud5a5\uc744 \ud30c\uc545\ud558\uace0 \uc801\ud569\ud55c \uc0c1\ud488\uc774\ub098 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