{"id":1109,"date":"2023-07-27T15:21:30","date_gmt":"2023-07-27T15:21:30","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%8f%e1%85%a9%e1%84%89%e1%85%a1%e1%84%8b%e1%85%b5%e1%86%ab-%e1%84%8b%e1%85%b2%e1%84%89%e1%85%a1%e1%84%89%e1%85%a5%e1%86%bc-r\/"},"modified":"2023-07-27T15:21:30","modified_gmt":"2023-07-27T15:21:30","slug":"%e1%84%8f%e1%85%a9%e1%84%89%e1%85%a1%e1%84%8b%e1%85%b5%e1%86%ab-%e1%84%8b%e1%85%b2%e1%84%89%e1%85%a1%e1%84%89%e1%85%a5%e1%86%bc-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%8f%e1%85%a9%e1%84%89%e1%85%a1%e1%84%8b%e1%85%b5%e1%86%ab-%e1%84%8b%e1%85%b2%e1%84%89%e1%85%a1%e1%84%89%e1%85%a5%e1%86%bc-r\/","title":{"rendered":"R\uc5d0\uc11c \ucf54\uc0ac\uc778 \uc720\uc0ac\uc131\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\ucf54\uc0ac\uc778 \uc720\uc0ac\uc131\uc740<\/strong> \ub0b4\ubd80 \uacf1 \uacf5\uac04\uc758 \ub450 \ubca1\ud130 \uac04\uc758 \uc720\uc0ac\uc131\uc744 \uce21\uc815\ud55c \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub450 \ubca1\ud130 A\uc640 B\uc758 \uacbd\uc6b0 \ucf54\uc0ac\uc778 \uc720\uc0ac\uc131\uc740 \ub2e4\uc74c\uacfc \uac19\uc774 \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ucf54\uc0ac\uc778 \uc720\uc0ac\uc131<\/strong> = \u03a3A <sub>i<\/sub> B <sub>i<\/sub> \/ (\u221a\u03a3A <sub>i<\/sub> <sup>2<\/sup> \u221a\u03a3B <sub>i<\/sub> <sup>2<\/sup> )<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 <strong>lsa<\/strong> \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 <strong>cosine()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec R \ubca1\ud130 \uac04\uc758 \ucf54\uc0ac\uc778 \uc720\uc0ac\uc131\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>R\uc758 \ub450 \ubca1\ud130 \uc0ac\uc774\uc758 \ucf54\uc0ac\uc778 \uc720\uc0ac\uc131<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 R\uc758 \ub450 \ubca1\ud130 \uac04\uc758 \ucf54\uc0ac\uc778 \uc720\uc0ac\uc131\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #107d3f;\"><span style=\"color: #993300;\">library<\/span> <span style=\"color: #000000;\">(lsa)<\/span>\n<\/span><\/span>\n<span style=\"color: #008080;\">#definevectors\n<\/span>a &lt;- c(23, 34, 44, 45, 42, 27, 33, 34)\nb &lt;- c(17, 18, 22, 26, 26, 29, 31, 30)\n\n<span style=\"color: #008080;\">#calculate Cosine Similarity\n<\/span>cosine(a, b)\n\n         [,1]\n[1,] 0.965195\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub450 \ubca1\ud130 \uc0ac\uc774\uc758 \ucf54\uc0ac\uc778 \uc720\uc0ac\uc131\uc740 <strong>0.965195<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>R \ud589\ub82c\uc758 \ucf54\uc0ac\uc778 \uc720\uc0ac\uc131<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \ubca1\ud130 \ud589\ub82c \uac04\uc758 \ucf54\uc0ac\uc778 \uc720\uc0ac\uc131\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #107d3f;\"><span style=\"color: #993300;\">library<\/span> <span style=\"color: #000000;\">(lsa)\n<\/span><\/span><\/span>\n<span style=\"color: #008080;\">#define matrix\n<\/span>a &lt;- c(23, 34, 44, 45, 42, 27, 33, 34)\nb &lt;- c(17, 18, 22, 26, 26, 29, 31, 30)\nc &lt;- c(34, 35, 35, 36, 51, 29, 30, 31)\n\ndata &lt;- cbind(a, b, c)\n\n<span style=\"color: #008080;\">#calculate Cosine Similarity\n<\/span>cosine(data)\n\n          ABC\na 1.0000000 0.9651950 0.9812406\nb 0.9651950 1.0000000 0.9573478\nc 0.9812406 0.9573478 1.0000000\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\uacb0\uacfc\ub97c \ud574\uc11d\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\ubca1\ud130 <em>a<\/em> \uc640 <em>b<\/em> \uc0ac\uc774\uc758 \ucf54\uc0ac\uc778 \uc720\uc0ac\uc131\uc740 <strong>0.9651950<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ubca1\ud130 <em>a<\/em> \uc640 <em>c<\/em> \uc0ac\uc774\uc758 \ucf54\uc0ac\uc778 \uc720\uc0ac\uc131\uc740 <strong>0.9812406<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ubca1\ud130 <em>b<\/em> \uc640 <em>c<\/em> \uc0ac\uc774\uc758 \ucf54\uc0ac\uc778 \uc720\uc0ac\uc131\uc740 <strong>0.9573478<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>\ucf54\uba58\ud2b8<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><strong>1.<\/strong> <strong>cosine()<\/strong> \ud568\uc218\ub294 \ubaa8\ub4e0 \ud06c\uae30\uc758 \uc815\uc0ac\uac01 \ud589\ub82c\uc5d0\uc11c \uc791\ub3d9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2.<\/strong> <strong>cosine()<\/strong> \ud568\uc218\ub294 \ud589\ub82c\uc5d0\uc11c\ub294 \uc791\ub3d9\ud558\uc9c0\ub9cc \ub370\uc774\ud130 \ud504\ub808\uc784\uc5d0\uc11c\ub294 <em>\uc791\ub3d9\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4<\/em> . \uadf8\ub7ec\ub098 <strong>as.matrix()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uba74 R\uc5d0\uc11c \ub370\uc774\ud130 \ud504\ub808\uc784\uc744 \ud589\ub82c\ub85c \uc27d\uac8c \ubcc0\ud658\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>3.<\/strong> \ucf54\uc0ac\uc778 \uc720\uc0ac\uc131\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\ub824\uba74<a href=\"https:\/\/en.wikipedia.org\/wiki\/Cosine_similarity\" target=\"_blank\" rel=\"noopener noreferrer\">\uc774 Wikipedia \ud398\uc774\uc9c0\ub97c<\/a> \ucc38\uc870\ud558\uc138\uc694.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ucf54\uc0ac\uc778 \uc720\uc0ac\uc131\uc740 \ub0b4\ubd80 \uacf1 \uacf5\uac04\uc758 \ub450 \ubca1\ud130 \uac04\uc758 \uc720\uc0ac\uc131\uc744 \uce21\uc815\ud55c \uac83\uc785\ub2c8\ub2e4. \ub450 \ubca1\ud130 A\uc640 B\uc758 \uacbd\uc6b0 \ucf54\uc0ac\uc778 \uc720\uc0ac\uc131\uc740 \ub2e4\uc74c\uacfc \uac19\uc774 \uacc4\uc0b0\ub429\ub2c8\ub2e4. \ucf54\uc0ac\uc778 \uc720\uc0ac\uc131 = \u03a3A i B i \/ (\u221a\u03a3A i 2 \u221a\u03a3B i 2 ) \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 lsa \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 cosine() \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec R \ubca1\ud130 \uac04\uc758 \ucf54\uc0ac\uc778 \uc720\uc0ac\uc131\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4. R\uc758 \ub450 \ubca1\ud130 \uc0ac\uc774\uc758 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-1109","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>R\uc5d0\uc11c \ucf54\uc0ac\uc778 \uc720\uc0ac\uc131\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4\ud559<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 R\uc5d0\uc11c \ube44\uc2b7\ud55c \ubc29\uc2dd\uc73c\ub85c \ucf54\uc0ac\uc778\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \uba87 \uac00\uc9c0 \uc608\uc640 \ud568\uaed8 \uc124\uba85\ud569\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:\/\/statorials.org\/ko\/\u110f\u1169\u1109\u1161\u110b\u1175\u11ab-\u110b\u1172\u1109\u1161\u1109\u1165\u11bc-r\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R\uc5d0\uc11c \ucf54\uc0ac\uc778 \uc720\uc0ac\uc131\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95 - 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