{"id":25481,"date":"2024-10-26T09:55:26","date_gmt":"2024-10-26T09:55:26","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=25481"},"modified":"2024-11-26T08:01:37","modified_gmt":"2024-11-26T08:01:37","slug":"%eb%94%a5-%eb%9f%ac%eb%8b%9d%ec%9d%84-%ec%9d%b4%ec%9a%a9%ed%95%9c-%ec%9e%90%ec%97%b0%ec%96%b4-%ec%b2%98%eb%a6%ac-%ed%86%a0%ed%94%bd-%eb%aa%a8%eb%8d%b8%eb%a7%81topic-modeling","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/25481\/","title":{"rendered":"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud1a0\ud53d \ubaa8\ub378\ub9c1(Topic Modeling)"},"content":{"rendered":"<article>\n<p>\n        \ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \uc778\uacf5\uc9c0\ub2a5(AI)\uacfc \ub525 \ub7ec\ub2dd \uae30\uc220\uc774 \ud3ed\ubc1c\uc801\uc73c\ub85c \ubc1c\uc804\ud558\uba74\uc11c, \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubd84\uc57c\uc5d0\uc11c\ub3c4 \ub9ce\uc740 \ud601\uc2e0\uc774 \uc77c\uc5b4\ub098\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n        \uadf8 \uc911\uc5d0\uc11c\ub3c4 \ud1a0\ud53d \ubaa8\ub378\ub9c1\uc740 \ubb38\uc11c \uc9d1\ud569\uc5d0\uc11c \uc8fc\uc81c\ub098 \ud1a0\ud53d\uc744 \uc790\ub3d9\uc73c\ub85c \uc2dd\ubcc4\ud558\ub294 \uae30\uc220\ub85c, \ub370\uc774\ud130\uc758 \ud328\ud134\uc744 \uc774\ud574\ud558\ub294 \ub370 \ud070 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.<br \/>\n        \uc774 \uae00\uc5d0\uc11c\ub294 \ub525 \ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uae30\ubcf8 \uac1c\ub150, \ud1a0\ud53d \ubaa8\ub378\ub9c1\uc758 \uc911\uc694\uc131 \ubc0f \ub2e4\uc591\ud55c \ub525 \ub7ec\ub2dd \uae30\ubc95\uc744 \ud1b5\ud55c \uad6c\ud604 \ubc29\ubc95\uc5d0 \ub300\ud574 \uae4a\uc774 \uc788\uac8c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.\n    <\/p>\n<h2>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc758 \uc774\ud574<\/h2>\n<p>\n        \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \ucef4\ud4e8\ud130\uc640 \uc778\uac04 \uac04\uc758 \uc5b8\uc5b4\uc801 \uc0c1\ud638\uc791\uc6a9\uc744 \uac00\ub2a5\ud558\uac8c \ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4.<br \/>\n        \uc774\ub294 \ud14d\uc2a4\ud2b8 \ubd84\uc11d, \uc5b8\uc5b4 \ubc88\uc5ed, \uac10\uc815 \ubd84\uc11d, \ubb38\uc11c \uc694\uc57d \ub4f1 \ub2e4\uc591\ud55c \uc751\uc6a9 \ubd84\uc57c\uc5d0 \ud65c\uc6a9\ub429\ub2c8\ub2e4.<br \/>\n        NLP\ub294 \ud1b5\uacc4\uc801 \uae30\ubc95, \uae30\uacc4 \ud559\uc2b5, \uadf8\ub9ac\uace0 \ucd5c\uadfc\uc5d0\ub294 \ub525 \ub7ec\ub2dd \uae30\ubc95\uc744 \ud1b5\ud574 \ub354\uc6b1 \uc9c4\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n    <\/p>\n<h2>\ud1a0\ud53d \ubaa8\ub378\ub9c1\uc758 \uac1c\ub150<\/h2>\n<p>\n        \ud1a0\ud53d \ubaa8\ub378\ub9c1\uc740 \ub300\ub7c9\uc758 \ubb38\uc11c \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uadf8 \uc548\uc5d0 \uc228\uaca8\uc9c4 \uc8fc\uc81c\ub97c \uc2dd\ubcc4\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \uae30\ubc95\uc785\ub2c8\ub2e4.<br \/>\n        \uc8fc\ub85c \ube44\uc9c0\ub3c4 \ud559\uc2b5(Unsupervised Learning) \uae30\ubc95\uc73c\ub85c \uc218\ud589\ub418\uba70, \ub300\ud45c\uc801\uc778 \uc54c\uace0\ub9ac\uc998\uc73c\ub85c\ub294 LDA(Latent Dirichlet Allocation), NMF(Non-negative Matrix Factorization) \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n        \uc774\ub7ec\ud55c \uae30\ubc95\ub4e4\uc740 \ubb38\uc11c \uc9d1\ud569\uc5d0\uc11c \uc8fc\uc81c\ub97c \ucd94\ucd9c\ud574 \uc8fc\uba70, \uac01 \uc8fc\uc81c\ub294 \ub2e8\uc5b4 \ubd84\ud3ec\ub85c \ucde8\ud569\ub429\ub2c8\ub2e4.\n    <\/p>\n<h3>\ud1a0\ud53d \ubaa8\ub378\ub9c1\uc758 \ud544\uc694\uc131<\/h3>\n<p>\n        \ud604\ub300 \uc0ac\ud68c\uc5d0\uc11c\ub294 \uc218\ub9ce\uc740 \ub370\uc774\ud130\uac00 \uc0dd\uc131\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n        \uc774 \uc911 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub294 \ub300\ub7c9\uc73c\ub85c \uc874\uc7ac\ud558\uba70, \uc774\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ubd84\uc11d\ud558\uace0 \ud65c\uc6a9\ud558\uae30 \uc704\ud574\uc11c\ub294 \ud1a0\ud53d \ubaa8\ub378\ub9c1\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<br \/>\n        \uc608\ub97c \ub4e4\uc5b4, \uc6f9\uc0ac\uc774\ud2b8\uc758 \ub9ac\ubdf0 \ub370\uc774\ud130, \uc18c\uc15c \ubbf8\ub514\uc5b4\uc758 \uae00, \ub274\uc2a4 \uae30\uc0ac\ub97c \ubd84\uc11d\ud558\uc5ec \uc8fc\uc694 \ud2b8\ub80c\ub4dc\ub098 \uc0ac\uc6a9\uc790 \uac10\uc815\uc744 \ud30c\uc545\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.\n    <\/p>\n<h2>\uc804\ud1b5\uc801 \ud1a0\ud53d \ubaa8\ub378\ub9c1 \uae30\ubc95<\/h2>\n<h3>Latent Dirichlet Allocation (LDA)<\/h3>\n<p>\n        LDA\ub294 \uac00\uc7a5 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ud1a0\ud53d \ubaa8\ub378\ub9c1 \uae30\ubc95 \uc911 \ud558\ub098\ub85c, \ubb38\uc11c\uac00 \uc5ec\ub7ec \uc8fc\uc81c\ub97c \ud63c\ud569\ud55c \ud615\ud0dc\ub85c \uad6c\uc131\ub418\uc5b4 \uc788\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<br \/>\n        LDA\ub294 \uac01 \ubb38\uc11c\uc5d0\uc11c\uc758 \uc8fc\uc81c \ubd84\ud3ec\uc640 \uac01 \uc8fc\uc81c\uc5d0\uc11c\uc758 \ub2e8\uc5b4 \ubd84\ud3ec\ub97c \ud559\uc2b5\ud558\uc5ec \ubb38\uc11c\uc640 \uc8fc\uc81c\ub97c \uc5f0\uacb0\uc9d3\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4.<br \/>\n        LDA\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uc8fc\uc81c\ub97c \ud1b5\uacc4\uc801\uc73c\ub85c \ucd94\ub860\ud560 \uc218 \uc788\uc5b4 \ube44\uc9c0\ub3c4 \ud559\uc2b5\uc5d0 \uc801\ud569\ud558\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4.\n    <\/p>\n<h3>Non-negative Matrix Factorization (NMF)<\/h3>\n<p>\n        NMF\ub294 \uc0dd\uc131\ub418\ub294 \ud589\ub82c\uc774 \uc74c\uc774 \uc544\ub2cc \uc22b\uc790\ub9cc\uc744 \ud3ec\ud568\ud558\uac8c \ud558\uc5ec \uc8fc\uc81c\uc640 \ub2e8\uc5b4 \uac04\uc758 \uad00\uacc4\ub97c \uc54c\uc544\ub0b4\ub294 \uae30\ubc95\uc785\ub2c8\ub2e4.<br \/>\n        NMF\ub294 \uc8fc\ub85c \ubb38\uc11c-\ub2e8\uc5b4 \ud589\ub82c\uc744 \ub450 \uac1c\uc758 \ub0ae\uc740 \ucc28\uc6d0 \ud589\ub82c\ub85c \uc778\uc218\ubd84\ud574\ud558\uc5ec \ud1a0\ud53d\uc744 \ucd94\ucd9c\ud569\ub2c8\ub2e4.<br \/>\n        NMF\ub294 LDA\ubcf4\ub2e4 \uceec\ub7ec \ubd84\ud3ec\uac00 \uba85\ud655\ud558\uc5ec \ud574\uc11d\uc774 \uc6a9\uc774\ud558\ub2e4\ub294 \uc7a5\uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4.\n    <\/p>\n<h2>\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \ud1a0\ud53d \ubaa8\ub378\ub9c1<\/h2>\n<p>\n        \uc804\ud1b5\uc801\uc778 \uae30\ubc95\uc758 \ud55c\uacc4\ub97c \uadf9\ubcf5\ud558\uae30 \uc704\ud574 \ucd5c\uadfc\uc5d0\ub294 \ub525 \ub7ec\ub2dd \uae30\ubc95\uc774 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc640 \ud1a0\ud53d \ubaa8\ub378\ub9c1\uc5d0 \uc801\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n        \ud2b9\ud788, \ub525 \ub7ec\ub2dd\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uacfc \ubcf5\uc7a1\ud55c \ud328\ud134 \uc778\uc2dd\uc5d0 \uac15\uc810\uc744 \uac00\uc9c0\uace0 \uc788\uc5b4, \ub354\uc6b1 \uc815\uad50\ud55c \uc8fc\uc81c \ucd94\ucd9c\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.\n    <\/p>\n<h3>Word Embeddings<\/h3>\n<p>\n        \ub2e8\uc5b4 \uc784\ubca0\ub529(Word Embedding)\uc740 \ub2e8\uc5b4\ub97c \uace0\ucc28\uc6d0 \ubca1\ud130\ub85c \ubcc0\ud658\ud558\uc5ec \ub2e8\uc5b4 \uac04\uc758 \uc720\uc0ac\uc131\uc744 \uc218\uce58\uc801\uc73c\ub85c \ud45c\ud604\ud558\ub294 \uae30\ubc95\uc785\ub2c8\ub2e4.<br \/>\n        Word2Vec, GloVe, FastText\uc640 \uac19\uc740 \uae30\ubc95\ub4e4\uc774 \ub300\ud45c\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\uba70, \uc774\ub4e4\uc740 \ub2e8\uc5b4\uc758 \uc758\ubbf8\ub97c \ubca1\ud130\ub85c \ubcc0\ud658\ud558\uc5ec \ubb38\ub9e5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.<br \/>\n        \uc774\ub7ec\ud55c \uc784\ubca0\ub529\uc744 \ud65c\uc6a9\ud558\uba74, \uc8fc\uc81c \ubaa8\ub378\ub9c1\uc758 \uc131\ub2a5\uc744 \ud68d\uae30\uc801\uc73c\ub85c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n    <\/p>\n<h3>Deep Learning \ubaa8\ub378 \uc608\uc81c<\/h3>\n<p>\n        \ub525 \ub7ec\ub2dd \ubc29\ubc95\ub860\uc744 \ud1a0\ud53d \ubaa8\ub378\ub9c1\uc5d0 \uc801\uc6a9\ud558\ub294 \ub2e4\uc591\ud55c \uc811\uadfc\ubc95\uc774 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n        \uc608\ub97c \ub4e4\uc5b4, Autoencoder\ub294 \uc785\ub825 \ub370\uc774\ud130\ub97c \uc555\ucd95\ud558\uace0 \uc7ac\uad6c\uc131\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c \uad6c\uc131\ub418\uc5b4 \uc788\uc73c\uba70, \uc774\ub294 \ubb38\uc11c\uc758 \uc554\ud638\ud654\ub97c \ud1b5\ud574 \uc8fc\uc81c\ub97c \ud559\uc2b5\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n    <\/p>\n<p>\n        \ub610\ud55c Variational Autoencoder (VAE)\ub294 LDA\uc640 \uc720\uc0ac\ud558\uc9c0\ub9cc, \ub525\ub7ec\ub2dd \ubc29\uc2dd\uc73c\ub85c \uc8fc\uc81c\ub97c \ud655\ub960\uc801\uc73c\ub85c \ucd94\ub860\ud558\ub294 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<br \/>\n        \uc774 \uacfc\uc815\uc744 \ud1b5\ud574 \ub354 \ubcf5\uc7a1\ud55c \uc8fc\uc81c\uc640 \ub2e8\uc5b4\uc758 \uc0c1\uad00\uad00\uacc4\ub97c \ubaa8\ub378\ub9c1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n    <\/p>\n<h2>\ud1a0\ud53d \ubaa8\ub378\ub9c1\uc758 \ud3c9\uac00<\/h2>\n<p>\n        \ud1a0\ud53d \ubaa8\ub378\ub9c1\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\uae30 \uc704\ud574 \uc5ec\ub7ec \uac00\uc9c0 \uc9c0\ud45c\uac00 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<br \/>\n        Perplexity, Coherence Score \ub4f1\uc774 \ub300\ud45c\uc801\uc778 \ubc29\ubc95\uc785\ub2c8\ub2e4.<br \/>\n        Perplexity\ub294 \uc8fc\uc5b4\uc9c4 \ubb38\uc11c \uc9d1\ud569\uc5d0 \ub300\ud574 \ubaa8\ub378\uc774 \uc5bc\ub9c8\ub098 \uc798 \uc791\ub3d9\ud558\ub294\uc9c0\ub97c \ubcf4\uc5ec \uc8fc\ub294 \uc9c0\ud45c\uc774\uba70, Coherence Score\ub294 \ud574\uc11d \uac00\ub2a5\uc131\uacfc \uad00\ub828\ub41c \uc9c0\ud45c\ub85c \uac01 \uc8fc\uc81c \uac04\uc758 \uc5f0\uad00\uc131\uc744 \ud3c9\uac00\ud569\ub2c8\ub2e4.\n    <\/p>\n<h2>\ub525 \ub7ec\ub2dd\uacfc NLP\uc758 \ubbf8\ub798<\/h2>\n<p>\n        \ub525 \ub7ec\ub2dd\uc774 NLP\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc740 \uc55e\uc73c\ub85c \ub354\uc6b1 \ucee4\uc9c8 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<br \/>\n        \ub370\uc774\ud130\uac00 \uacc4\uc18d\ud574\uc11c \uc99d\uac00\ud558\uace0 \uc788\uc73c\uba70, \ub354 \ub9ce\uc740 \uc591\uc758 \ud559\uc2b5 \ub370\uc774\ud130\uc640 \uac15\ub825\ud55c \ucef4\ud4e8\ud305 \ud30c\uc6cc\uac00 \uacb0\ud569\ub418\uba74, \ub354\uc6b1 \uc815\uad50\ud55c \ubaa8\ub378\uc774 \uac1c\ubc1c\ub420 \uac83\uc785\ub2c8\ub2e4.<br \/>\n        \uadf8\ub7ec\ubbc0\ub85c NLP\uc640 \ud1a0\ud53d \ubaa8\ub378\ub9c1 \ubd84\uc57c\uc5d0\uc11c\ub3c4 \uadf8 \uc9c4\ud654\uc758 \ud750\ub984\uc744 \uc8fc\ubaa9\ud574\uc57c \ud560 \uac83\uc785\ub2c8\ub2e4.\n    <\/p>\n<h2>\uacb0\ub860<\/h2>\n<p>\n        \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc640 \ud1a0\ud53d \ubaa8\ub378\ub9c1\uc740 \uc815\ubcf4\uc758 \ubc14\ub2e4\uc5d0\uc11c \uc758\ubbf8 \uc788\ub294 \ud328\ud134\uc744 \ucd94\ucd9c\ud558\uae30 \uc704\ud574 \ud544\uc218\uc801\uc778 \uae30\ubc95\uc785\ub2c8\ub2e4.<br \/>\n        \uc804\ud1b5\uc801\uc778 \ubaa8\ub378\uc740 \uae30\ubcf8\uc801\uc778 \uc131\ub2a5\uc744 \uc81c\uacf5\ud558\uc9c0\ub9cc, \ub525 \ub7ec\ub2dd \uae30\uc220\uc744 \ud1b5\ud569\ud568\uc73c\ub85c\uc368 \ub354\uc6b1 \ud5a5\uc0c1\ub41c \uacb0\uacfc\ub97c \uae30\ub300\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n        \ubbf8\ub798\uc758 \uc5f0\uad6c\uc640 \uae30\uc220 \ubc1c\uc804\uc774 \uc774 \ubd84\uc57c\ub97c \uc5b4\ub5bb\uac8c \ubcc0\ud654\uc2dc\ud0ac\uc9c0 \uc8fc\ubaa9\ud558\uba74\uc11c, \uc9c0\uc18d\uc801\uc778 \ud559\uc2b5\uacfc \uc5f0\uad6c\uac00 \uc911\uc694\ud560 \uac83\uc785\ub2c8\ub2e4.\n    <\/p>\n<\/article>\n","protected":false},"excerpt":{"rendered":"<p>\ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \uc778\uacf5\uc9c0\ub2a5(AI)\uacfc \ub525 \ub7ec\ub2dd \uae30\uc220\uc774 \ud3ed\ubc1c\uc801\uc73c\ub85c \ubc1c\uc804\ud558\uba74\uc11c, \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubd84\uc57c\uc5d0\uc11c\ub3c4 \ub9ce\uc740 \ud601\uc2e0\uc774 \uc77c\uc5b4\ub098\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8 \uc911\uc5d0\uc11c\ub3c4 \ud1a0\ud53d \ubaa8\ub378\ub9c1\uc740 \ubb38\uc11c \uc9d1\ud569\uc5d0\uc11c \uc8fc\uc81c\ub098 \ud1a0\ud53d\uc744 \uc790\ub3d9\uc73c\ub85c \uc2dd\ubcc4\ud558\ub294 \uae30\uc220\ub85c, \ub370\uc774\ud130\uc758 \ud328\ud134\uc744 \uc774\ud574\ud558\ub294 \ub370 \ud070 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ub525 \ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uae30\ubcf8 \uac1c\ub150, \ud1a0\ud53d \ubaa8\ub378\ub9c1\uc758 \uc911\uc694\uc131 \ubc0f \ub2e4\uc591\ud55c \ub525 \ub7ec\ub2dd \uae30\ubc95\uc744 \ud1b5\ud55c \uad6c\ud604 \ubc29\ubc95\uc5d0 &hellip; <a href=\"https:\/\/atmokpo.com\/w\/25481\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud1a0\ud53d \ubaa8\ub378\ub9c1(Topic 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