{"id":57133,"date":"2025-04-08T18:12:06","date_gmt":"2025-04-08T22:12:06","guid":{"rendered":"https:\/\/www.sisinternational.com\/?page_id=57133"},"modified":"2025-09-15T21:09:42","modified_gmt":"2025-09-16T01:09:42","slug":"%ec%8b%9c%ec%9e%a5-%ec%a1%b0%ec%82%ac%ec%97%90%ec%84%9c-k-%ed%8f%89%ea%b7%a0-%ed%81%b4%eb%9f%ac%ec%8a%a4%ed%84%b0-%eb%b6%84%ec%84%9d","status":"publish","type":"page","link":"https:\/\/www.sisinternational.com\/ko\/solutions\/qualitative-quantitative-research-solutions\/k-means-cluster-analysis-in-market-research\/","title":{"rendered":"\uc2dc\uc7a5 \uc870\uc0ac\uc5d0\uc11c\uc758 K-\ud3c9\uade0 \uad70\uc9d1 \ubd84\uc11d"},"content":{"rendered":"<h1 class=\"wp-block-heading\"><strong>\uc2dc\uc7a5 \uc870\uc0ac\uc5d0\uc11c\uc758 K-\ud3c9\uade0 \uad70\uc9d1 \ubd84\uc11d<\/strong><br><\/h1>\n\n\n\n<figure class=\"gb-block-image gb-block-image-a85ba4f7\"><img loading=\"lazy\" decoding=\"async\" width=\"1456\" height=\"816\" class=\"gb-image gb-image-a85ba4f7\" src=\"https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/08\/B2Bjpg-3.jpg\" alt=\"SIS \uad6d\uc81c\uc2dc\uc7a5 \uc870\uc0ac \ubc0f \uc804\ub7b5\" title=\"B2Bjpg (3)\" srcset=\"https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/08\/B2Bjpg-3.jpg 1456w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/08\/B2Bjpg-3-300x168.jpg 300w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/08\/B2Bjpg-3-1024x574.jpg 1024w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/08\/B2Bjpg-3-768x430.jpg 768w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/08\/B2Bjpg-3-18x10.jpg 18w\" sizes=\"auto, (max-width: 1456px) 100vw, 1456px\"><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\uc624\ub298\ub0a0 \ubc88\ucc3d\ud558\ub294 \uae30\uc5c5\ub4e4\uc740 K-\ud3c9\uade0 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \uacbd\uc7c1\uc0ac\ub4e4\uc774 \ubcfc \uc218 \uc5c6\ub294 \ud328\ud134\uc744 \ud30c\uc545\ud558\uace0, \ub2e4\ub978 \uae30\uc5c5\ub4e4\uc774 \ubb34\uc791\uc815 \ud718\ub450\ub974\ub294 \ub3d9\uc548 \ub9c8\uce58 \uc678\uacfc \uc218\uc220\ucc98\ub7fc \uc815\ubc00\ud558\uac8c \uc6c0\uc9c1\uc785\ub2c8\ub2e4.<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\uc560\ud50c\uc774\ub098 \ub137\ud50c\ub9ad\uc2a4 \uac19\uc740 \ud68c\uc0ac\ub4e4\uc774 \uc5b4\ub5bb\uac8c \ub2f9\uc2e0\uc774 \uc6d0\ud558\ub294 \uac83\uc744 \ub2f9\uc2e0\ubcf4\ub2e4 \uba3c\uc800 \uc815\ud655\ud788 \uc544\ub294 \uac83\ucc98\ub7fc \ubcf4\uc774\ub294\uc9c0 \uad81\uae08\ud588\ub358 \uc801\uc774 \uc788\ub098\uc694? \uadf8 \ube44\uacb0\uc740 \ub9c8\uc74c\uc744 \uc77d\ub294 \ub2a5\ub825\uc774 \uc544\ub2c8\ub77c, \ucca8\ub2e8 \ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc2dc\uc7a5 \uc870\uc0ac\uc5d0\uc11c \uc0ac\uc6a9\ub418\ub294 K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc740 \uace0\uac1d \ud589\ub3d9\uc744 \uc774\ud574\ud558\ub294 \ubc29\uc2dd\uc744 \ud601\uc2e0\uc801\uc73c\ub85c \ubc14\uafd4\ub193\uc558\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ub370\uc774\ud130\uac00 \ub118\uccd0\ub098\ub294 \uc624\ub298\ub0a0 \uc65c \uc774\uac83\uc774 \uadf8 \uc5b4\ub290 \ub54c\ubcf4\ub2e4 \uc911\uc694\ud55c\uc9c0, \uadf8\ub9ac\uace0 \uc65c \ub300\ubd80\ubd84\uc758 \uae30\uc5c5\ub4e4\uc774 \uc5ec\uc804\ud788 \uc774 \ubd80\ubd84\uc744 \uce58\uba85\uc801\uc73c\ub85c \uc798\ubabb \uc774\ud574\ud558\uace0 \uc788\ub294\uc9c0 \ubcf4\uc5ec\ub4dc\ub9ac\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<div class=\"wp-block-columns has-global-color-9-color has-base-2-background-color has-text-color has-background has-link-color wp-elements-3a10af706b4cb8591deb6d0bef53df17 is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<div class=\"wp-block-rank-math-toc-block\" style=\"font-size:15px\" id=\"rank-math-toc\"><h2>\ubaa9\ucc28<\/h2><nav><ul><li><a href=\"#what-is-k-means-cluster-analysis-in-market-research\">\uc2dc\uc7a5 \uc870\uc0ac\uc5d0\uc11c K-\ud3c9\uade0 \uad70\uc9d1 \ubd84\uc11d\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/a><\/li><li><a href=\"#the-strategic-benefits-of-k-means-cluster-analysis\">K-\ud3c9\uade0 \uad70\uc9d1 \ubd84\uc11d\uc758 \uc804\ub7b5\uc801 \uc774\uc810<\/a><\/li><li><a href=\"#common-challenges-and-solutions-in-k-means-clustering\">\uc2dc\uc7a5 \uc870\uc0ac\uc5d0\uc11c\uc758 K-\ud3c9\uade0 \uad70\uc9d1 \ubd84\uc11d: \uc77c\ubc18\uc801\uc778 \ubb38\uc81c\uc810\uacfc \ud574\uacb0\ucc45<\/a><\/li><li><a href=\"#summary\">\uc694\uc57d: \uc2dc\uc7a5 \uc870\uc0ac\uc5d0\uc11c\uc758 K-\ud3c9\uade0 \uad70\uc9d1 \ubd84\uc11d<\/a><\/li><li><a href=\"#what-makes-sis-international-a-top-k-means-cluster-analysis-provider\">SIS International\uc774 \uc2dc\uc7a5 \uc870\uc0ac \ubd84\uc57c\uc5d0\uc11c \ucd5c\uace0\uc758 K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d \uc81c\uacf5\uc5c5\uccb4\ub85c \uc778\uc815\ubc1b\ub294 \uc774\uc720\ub294 \ubb34\uc5c7\uc77c\uae4c\uc694?<\/a><\/li><li><a href=\"#frequently-asked-questions-about-k-means-cluster-analysis\">\uc2dc\uc7a5 \uc870\uc0ac\uc5d0\uc11c K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc5d0 \ub300\ud55c \uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/a><\/li><\/ul><\/nav><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:45%\">\n<p><strong>\u2705 \uc774 \ud31f\uce90\uc2a4\ud2b8 \uc5d0\ud53c\uc18c\ub4dc\ub97c \uc5ec\uae30\uc5d0\uc11c \ub4e4\uc5b4\ubcf4\uc138\uc694:<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-spotify wp-block-embed-spotify wp-embed-aspect-21-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Spotify \uc784\ubca0\ub4dc: \uc2dc\uc7a5 \uc870\uc0ac\uc5d0\uc11c K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc18c\ube44\uc790 \uc778\uc0ac\uc774\ud2b8\ub97c \ubc1c\uad74\ud558\ub2e4\" style=\"border-radius: 12px\" width=\"100%\" height=\"152\" frameborder=\"0\" allowfullscreen allow=\"autoplay; clipboard-write; encrypted-media; fullscreen; picture-in-picture\" loading=\"lazy\" src=\"https:\/\/open.spotify.com\/embed\/episode\/5ahGhD3lJusBnbiNpipjMc?si=b6d7ed42aa4c44f1&#038;utm_source=oembed\"><\/iframe>\n<\/div><\/figure>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"what-is-k-means-cluster-analysis-in-market-research\">\uc2dc\uc7a5 \uc870\uc0ac\uc5d0\uc11c K-\ud3c9\uade0 \uad70\uc9d1 \ubd84\uc11d\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc2dc\uc7a5 \uc870\uc0ac\uc5d0\uc11c K-\ud3c9\uade0 \uad70\uc9d1 \ubd84\uc11d\uc740 \uace0\uac1d\uc744 &quot;\ubc00\ub808\ub2c8\uc5bc \uc138\ub300&quot; \ub610\ub294 &quot;\uad50\uc678\uc5d0 \uc0ac\ub294 \uc544\ube60&quot;\uc640 \uac19\uc740 \uc784\uc758\uc801\uc778 \ubc94\uc8fc\uc5d0 \uc5b5\uc9c0\ub85c \ub07c\uc6cc \ub123\ub294 \ub300\uc2e0, \uace0\uac1d\uc774 \uc790\uc5f0\uc2a4\ub7fd\uac8c \uc2a4\uc2a4\ub85c \uadf8\ub8f9\uc744 \ud615\uc131\ud558\ub3c4\ub85d \ud558\ub294 \uac83\uacfc \uac19\uc2b5\ub2c8\ub2e4. \uc774 \uc54c\uace0\ub9ac\uc998\uc740 \ud589\ub3d9, \uc120\ud638\ub3c4, \ub2c8\uc988\uc758 \ud328\ud134\uc744 \ucc3e\uc544\ub0b4\uc5b4, \uace0\uac1d\uc774 \uc2e4\uc81c\ub85c \ud558\ub294 \ud589\ub3d9\uc744 \uae30\ubc18\uc73c\ub85c \uc720\uc0ac\ud55c \uace0\uac1d\uc744 \uadf8\ub8f9\ud654\ud569\ub2c8\ub2e4. \uc989, \uace0\uac1d\uc774 \ub204\uad6c\uc778\uc9c0\uc5d0 \ub300\ud55c \ucd94\uce21\uc5d0 \uae30\ubc18\ud55c \ubd84\ub958\uac00 \uc544\ub2c8\ub77c, \uace0\uac1d\uc758 \uc2e4\uc81c \ud589\ub3d9\uc744 \uae30\uc900\uc73c\ub85c \uadf8\ub8f9\uc744 \ub9cc\ub4e4\uc5b4\uc8fc\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&quot;K&quot;\ub294 \ucc3e\uace0\uc790 \ud558\ub294 \ud074\ub7ec\uc2a4\ud130\uc758 \uac1c\uc218\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130 \uc218\uac00 \ub108\ubb34 \uc801\uc73c\uba74 \uc911\uc694\ud55c \ucc28\uc774\uc810\uc744 \ub193\uce58\uac8c \ub418\uace0, \ub108\ubb34 \ub9ce\uc73c\uba74 \ud5c8\uacf5\uc744 \ucad3\ub294 \uaca9\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2000\ub144\ub300 \ucd08\ubc18\ub9cc \ud574\ub3c4 \uc2dc\uc7a5 \uc870\uc0ac\uc5d0\uc11c K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc744 \uc5b8\uae09\ud558\uba74 \ub300\ubd80\ubd84\uc758 \uc784\uc6d0\ub4e4\uc740 \uba4d\ud558\ub2c8 \uccd0\ub2e4\ubcf4\uac70\ub098 \ub208\uc744 \uad74\ub9ac\uace4 \ud588\uc2b5\ub2c8\ub2e4. &quot;\uadf8\ub0e5 \uc778\uad6c \ud1b5\uacc4 \uc790\ub8cc\ub098 \uc8fc\uc138\uc694!&quot;\ub77c\uace0 \ub9d0\ud558\uace4 \ud588\uc8e0. \ud558\uc9c0\ub9cc \uc778\uad6c \ud1b5\uacc4 \uc790\ub8cc\ub294 \ud45c\uba74\uc801\uc778 \uc0ac\uc2e4\ub9cc \ubcf4\uc5ec\uc904 \ubfd0\uc785\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130\ub9c1\uc740 \uad6c\ub9e4 \uacb0\uc815\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \uc2ec\ub9ac\uc801, \ud589\ub3d9\uc801 \uc9c4\uc2e4\uc744 \ub4dc\ub7ec\ub0c5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"the-strategic-benefits-of-k-means-cluster-analysis\">K-\ud3c9\uade0 \uad70\uc9d1 \ubd84\uc11d\uc758 \uc804\ub7b5\uc801 \uc774\uc810<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\ubcf5\uc7a1\ud55c \uc2dc\uc7a5\uc5d0 \uc9c1\uba74\ud55c \uace0\uac1d\uc5d0\uac8c K-\ud3c9\uade0 \uc54c\uace0\ub9ac\uc998\uc744 \ud544\uc218 \ucd94\ucc9c \ub3c4\uad6c\ub85c \ucd94\ucc9c\ud558\ub294 \uc774\uc720\ub294 \ubb34\uc5c7\uc77c\uae4c\uc694? \uadf8 \uc804\ub7b5\uc801 \uc774\uc810\uc740 \ub2e8\uc21c\ud55c &quot;\ub354 \ub098\uc740 \uc138\ubd84\ud654&quot;\ub97c \ub118\uc5b4\uc12d\ub2c8\ub2e4.\u201c<\/strong><\/p>\n<\/blockquote>\n\n\n\n<figure class=\"gb-block-image gb-block-image-6a8fc62f\"><img loading=\"lazy\" decoding=\"async\" width=\"721\" height=\"562\" class=\"gb-image gb-image-6a8fc62f\" src=\"https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/04\/visual-selection-3.png\" alt=\"SIS \uad6d\uc81c\uc2dc\uc7a5 \uc870\uc0ac \ubc0f \uc804\ub7b5\" title=\"- \uc2dc\uac01\uc801 \uc120\ud0dd\" srcset=\"https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/04\/visual-selection-3.png 721w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/04\/visual-selection-3-300x234.png 300w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/04\/visual-selection-3-15x12.png 15w\" sizes=\"auto, (max-width: 721px) 100vw, 721px\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uccab \ubc88\uc9f8, <strong>\ud655\uc99d \ud3b8\ud5a5\uc744 \uc5c6\uc560\ubc84\ub9bd\ub2c8\ub2e4.<\/strong> \ub300\ubd80\ubd84\uc758 \uc804\ud1b5\uc801\uc778 \uc2dc\uc7a5 \uc870\uc0ac \ubc29\uc2dd\uc740 \uacbd\uc601\uc9c4\uc774 \uc774\ubbf8 \uc54c\uace0 \uc788\ub2e4\uace0 \uc0dd\uac01\ud558\ub294 \uc0ac\uc2e4\ub9cc \ud655\uc778\ud574\uc8fc\ub294 \ub370 \uadf8\uce69\ub2c8\ub2e4. \uc774\ub294 \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4dc\ub294 \uc790\uae30\uae30\ub9cc\uc77c \ubfd0\uc785\ub2c8\ub2e4. \ud558\uc9c0\ub9cc K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc740 \uacbd\uc601\uc9c4\uc758 \ud575\uc2ec\uc801\uc778 \uc2dc\uc7a5 \uac00\uc815\uc5d0 \uc758\ubb38\uc744 \uc81c\uae30\ud558\ub294, \uadf8\ub4e4\uc744 \ubd88\ud3b8\ud558\uac8c \ub9cc\ub4dc\ub294 \uacb0\uacfc\ub97c \uc885\uc885 \ub0b4\ub193\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud55c \ud638\ud154 CEO\ub294 \uace0\uac1d\uce35 \ubd84\uc11d \uacb0\uacfc \uac00\uc7a5 \uac00\uce58 \uc788\ub294 \uace0\uac1d\uce35\uc774 \uc790\uc2e0\ub4e4\uc774 \ube0c\ub79c\ub4dc\ub97c \uad6c\ucd95\ud574 \uc628 \ud575\uc2ec \uace0\uac1d\uce35\uc774 \uc544\ub2c8\ub77c\ub294 \uc0ac\uc2e4\uc5d0 \ud654\ub97c \ub0c8\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc 6\uac1c\uc6d4 \ud6c4, \uadf8\ub294 \uc81c\uac8c \uc190\uc73c\ub85c \uc4f4 \uac10\uc0ac \ud3b8\uc9c0\ub97c \ubcf4\ub0c8\uc2b5\ub2c8\ub2e4. \uadf8 \ud68c\uc0ac\uc758 \uc8fc\uac00\ub294 26% \uc0c1\uc2b9\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ub450\ubc88\uc9f8, <strong>\uc774\ub294 \ubd88\uacf5\uc815\ud55c \uacbd\uc7c1 \uc6b0\uc704\ub97c \ucc3d\ucd9c\ud569\ub2c8\ub2e4.<\/strong> \ub204\uad6c\ub098 \uc778\uad6c \ud1b5\uacc4 \ub370\uc774\ud130\ub97c \uad6c\ub9e4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc815\uad50\ud55c \ud074\ub7ec\uc2a4\ud130\ub9c1 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc5bb\ub294 \uc778\uc0ac\uc774\ud2b8\ub294 \uace0\uac1d \uae30\ubc18\uacfc \uc2dc\uc7a5 \uc9c0\uc704\uc5d0 \ud2b9\ud654\ub41c \uace0\uc720\ud55c \uc815\ubcf4\uc785\ub2c8\ub2e4. \uacbd\uc7c1\uc5c5\uccb4\ub294 \uadc0\uc0ac\uc758 \uace0\uc720\ud55c \uace0\uac1d \ud589\ub3d9 \ub370\uc774\ud130\uc5d0 \uc811\uadfc\ud560 \uc218 \uc5c6\uae30 \ub54c\ubb38\uc5d0 K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130\ub9c1 \uacb0\uacfc\ub97c \ubaa8\ubc29\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc81c\uc0bc, <strong>\uc790\uc6d0 \uc720\ucd9c\uc744 \ub9c9\uc2b5\ub2c8\ub2e4<\/strong>. \uc18c\ube44\uc7ac \uae30\uc5c5\uc758 \ud55c \uace0\uac1d\uc0ac\ub294 K-\ud3c9\uade0 \ubd84\uc11d\uc744 \ud1b5\ud574 \uac00\uc7a5 \ud070 \uace0\uac1d\uce35(\uac00\uaca9\uc5d0 \ubbfc\uac10\ud558\uace0 \uc54c\ub730 \uad6c\ub9e4\ub97c \uc120\ud638\ud558\ub294 \uace0\uac1d)\uc5d0 \uacfc\ub3c4\ud558\uac8c \uc9c0\ucd9c\ud558\ub294 \ubc18\uba74, \uaddc\ubaa8\ub294 \uc791\uc9c0\ub9cc \ucda9\uc131\ub3c4\uac00 \ub9e4\uc6b0 \ub192\uc740 \uace0\uac1d\uce35\uc740 \uc0ac\uc2e4\uc0c1 \ubb34\uc2dc\ud558\uace0 \uc788\ub2e4\ub294 \uc0ac\uc2e4\uc744 \ubc1c\uacac\ud588\uc2b5\ub2c8\ub2e4. \ub9c8\ucf00\ud305 \uc608\uc0b0 \uc911 15%\ub9cc \uc7ac\ubd84\ubc30\ud558\uc790 \uc804\uccb4 \uc218\uc775\uc131\uc774 11% \uc99d\uac00\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ub9c8\uc9c0\ub9c9\uc73c\ub85c, <strong>\ub370\uc774\ud130\uc758 \ud64d\uc218 \uc18d\uc5d0 \ud5c8\ub355\uc774\ub294 \uc138\uc0c1\uc5d0 \uba85\ud655\uc131\uc744 \ubd80\uc5ec\ud569\ub2c8\ub2e4. <\/strong>\ubb38\uc81c\ub294 \uc815\ubcf4 \ubd80\uc871\uc774 \uc544\ub2c8\ub77c, \uadf8 \uc815\ubcf4\uc5d0 \uad6c\uc870\uac00 \ubd80\uc871\ud558\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4. \uc2dc\uc7a5 \uc870\uc0ac\uc5d0\uc11c K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc740 \ub9c8\uce58 \ubb34\uc791\uc704\ub85c \ud769\uc5b4\uc838 \uc788\ub294 \ubcc4\ub4e4 \uc0ac\uc774\uc5d0\uc11c \uac11\uc790\uae30 \ubcc4\uc790\ub9ac\ub97c \ubc1c\uacac\ud558\ub294 \uac83\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"gb-block-image gb-block-image-cabe6a97\"><img loading=\"lazy\" decoding=\"async\" width=\"1456\" height=\"816\" class=\"gb-image gb-image-cabe6a97\" src=\"https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-1d4-5.jpg\" alt=\"SIS \uad6d\uc81c\uc2dc\uc7a5 \uc870\uc0ac \ubc0f \uc804\ub7b5\" title=\"\uc591\uc801 \uc5f0\uad6c (1d4) (5)\" srcset=\"https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-1d4-5.jpg 1456w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-1d4-5-300x168.jpg 300w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-1d4-5-1024x574.jpg 1024w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-1d4-5-768x430.jpg 768w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-1d4-5-18x10.jpg 18w\" sizes=\"auto, (max-width: 1456px) 100vw, 1456px\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ub9c8\uce58 \uc778\uc0dd\uc774 \ub2ec\ub9b0 \uac83\ucc98\ub7fc \ubcc0\uc218\ub97c \uc2e0\uc911\ud558\uac8c \uc120\ud0dd\ud558\uc138\uc694.<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\uac00\uc7a5 \uc88b\uc740 \ubcc0\uc218\ub294 \uc774\uc57c\uae30\ub97c \ub4e4\ub824\uc8fc\uc9c0\ub9cc, \uac00\uc7a5 \ub098\uc05c \ubcc0\uc218\ub294 \uadf8\uc800 \ud615\uc2dd\uc801\uc778 \uc694\uac74\ub9cc \ucda9\uc871\uc2dc\ud0ac \ubfd0\uc785\ub2c8\ub2e4.<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\ub2e8\uc21c\ud788 \ud3b8\ub9ac\ud55c \uc778\uad6c \ud1b5\uacc4 \ub370\uc774\ud130\ub9cc \uc218\uc9d1\ud558\uc9c0 \ub9c8\uc2ed\uc2dc\uc624. \uad6c\ub9e4 \uacb0\uc815\uc5d0 \uc2e4\uc81c\ub85c \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \ud589\ub3d9\uacfc \ud0dc\ub3c4\uc5d0 \ub04a\uc784\uc5c6\uc774 \uc9d1\uc911\ud558\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc131\uacf5\uc801\uc778 \ud504\ub85c\uc81d\ud2b8\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \uace0\uac1d \ud589\ub3d9, \uc120\ud638\ub3c4 \ubc0f \ubb38\uc81c\uc810\uc744 \ub098\ud0c0\ub0b4\ub294 15~30\uac1c\uc758 \ud575\uc2ec \ubcc0\uc218\ub97c \ud65c\uc6a9\ud569\ub2c8\ub2e4. \uae08\uc735 \uc11c\ube44\uc2a4 \ud504\ub85c\uc81d\ud2b8\ub294 \uacc4\uc88c \uc794\uc561\uacfc \uac19\uc740 \uae30\ubcf8\uc801\uc778 \ubcc0\uc218\ub97c \ub118\uc5b4 \uace0\uac1d \ucc38\uc5ec \ud328\ud134, \uc9c0\uc6d0 \uc0c1\ud638 \uc791\uc6a9 \ubc0f \uc8fc\uc694 \uc0dd\ud65c \uc0ac\uac74 \uc9c0\ud45c\uae4c\uc9c0 \ud3ec\ud568\ud558\uac8c \ub418\uba74\uc11c \ud601\uc2e0\uc744 \uc774\ub8e8\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">&quot;\ud074\ub7ec\uc2a4\ud130\ub294 \uba87 \uac1c\ub098 \uc0ac\uc6a9\ud574\uc57c \ud560\uae4c\uc694?&quot;\ub77c\ub294 \uc9c8\ubb38\uc744 \uadf8\ub9cc\ud558\uc138\uc694.\u201c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774 \uc9c8\ubb38\uc740 \ud575\uc2ec\uc744 \uc644\uc804\ud788 \ub193\uce58\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc5d8\ubcf4\uc6b0 \ubc29\uc2dd\uc774\ub098 \uc2e4\ub8e8\uc5e3 \ubd84\uc11d\uacfc \uac19\uc740 \ud1b5\uacc4\uc801 \ubc29\ubc95\ub4e4\uc774 \uc788\uc9c0\ub9cc, \uc2e4\uc81c\ub85c\ub294 \ud1b5\uacc4\uc801 \ud0c0\ub2f9\uc131\uacfc \ube44\uc988\ub2c8\uc2a4 \ud65c\uc6a9\uc131\uc744 \uade0\ud615 \uc788\uac8c \uace0\ub824\ud55c \uc218\uce58\uac00 \uac00\uc7a5 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc77c\ubc18\uc801\uc73c\ub85c 3~8\uac1c\uc758 \ud074\ub7ec\uc2a4\ud130 \uc194\ub8e8\uc158\uc73c\ub85c \uc2dc\uc791\ud558\uc5ec \uac01 \uc194\ub8e8\uc158\uc744 \uc218\ud559\uc801 \uc801\ud569\uc131\ubfd0\ub9cc \uc544\ub2c8\ub77c \uacb0\uacfc\ub85c \ub098\uc628 \uc138\uadf8\uba3c\ud2b8\ub4e4\uc774 \uc2e4\ud589 \uac00\ub2a5\ud55c \uc77c\uad00\ub41c \uc2a4\ud1a0\ub9ac\ub97c \uc804\ub2ec\ud558\ub294\uc9c0 \uc5ec\ubd80\ub85c \ud3c9\uac00\ud569\ub2c8\ub2e4. \ub54c\ub85c\ub294 \uba85\ud655\ud55c \ube44\uc988\ub2c8\uc2a4\uc801 \uc758\ubbf8\ub97c \uc9c0\ub2cc 5\uac1c \ud074\ub7ec\uc2a4\ud130 \uc194\ub8e8\uc158\uc774 \ud1b5\uacc4\uc801\uc73c\ub85c\ub294 \uc6b0\uc218\ud558\uc9c0\ub9cc \uc2e4\uc81c \uc758\uc0ac\uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \uc0ac\ub78c\ub4e4\uc744 \ud63c\ub780\uc2a4\ub7fd\uac8c \ud558\ub294 7\uac1c \ud074\ub7ec\uc2a4\ud130 \uc194\ub8e8\uc158\ubcf4\ub2e4 \ud6e8\uc52c \ub354 \uac00\uce58 \uc788\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\uc0c1\uc801\uc778 \ud074\ub7ec\uc2a4\ud130 \uc218\ub294 \uc870\uc9c1\uc774 \uc2e4\uc81c\ub85c \uc6b4\uc601\ud560 \uc218 \uc788\ub294 \uc218\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ud074\ub7ec\uc2a4\ud130\uc5d0 \uc774\ub984\uc744 \ubd99\uc774\uac70\ub098, \uadf8\ub807\uc9c0 \uc54a\uc73c\uba74 \ud074\ub7ec\uc2a4\ud130\uac00 \uc0ac\ub77c\uc9c0\ub294 \uac83\uc744 \uc9c0\ucf1c\ubd10\uc57c \ud560 \uac83\uc785\ub2c8\ub2e4.<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\uc22b\uc790\ub294 \ud589\ub3d9\uc744 \ucd09\ubc1c\ud558\uc9c0 \ubabb\ud569\ub2c8\ub2e4. \uc774\uc57c\uae30\ub294 \ud589\ub3d9\uc744 \ucd09\ubc1c\ud569\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130\ub97c \ud30c\uc545\ud55c \ud6c4\uc5d0\ub294 \ucc28\uac00\uc6b4 \ud1b5\uacc4\ub97c \uc124\ub4dd\ub825 \uc788\ub294 \uc774\uc57c\uae30\ub85c \ubc14\uafd4\uc57c \ud569\ub2c8\ub2e4.<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\ud55c \uace0\uae09 \uc18c\ub9e4\uc5c5\uccb4\uac00 \ud575\uc2ec \uace0\uac1d\uce35\uc744 \ubc1c\uacac\ud588\uc744 \ub54c, \uadf8\ub4e4\uc740 \uadf8\uac83\uc744 &quot;\ud074\ub7ec\uc2a4\ud130 3&quot;\uc774\ub77c\uace0 \ubd80\ub974\uc9c0 \uc54a\uace0 &quot;\uc131\ucde8\uc695\uc774 \uac15\ud55c \uc0ac\ub78c\ub4e4&quot;\uc774\ub77c\uace0 \uba85\uba85\ud588\uc2b5\ub2c8\ub2e4. \uadf8\ub9ac\uace0 \ud398\ub974\uc18c\ub098\uc640 \uc5ec\uc815 \uc9c0\ub3c4\ub97c \ud1b5\ud574 \uadf8 \uace0\uac1d\uce35\uc774 \ub9c8\uce58 \uc2e4\uc81c \uc0ac\ub78c\ucc98\ub7fc \ub290\uaef4\uc9c0\ub3c4\ub85d \ub9cc\ub4e4\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uac80\uc99d\uc740 \ud544\uc218 \ubd88\uac00\uacb0\ud55c \uc694\uc18c\uc785\ub2c8\ub2e4. \uc9c8\uc801 \uc5f0\uad6c\ub97c \ud65c\uc6a9\ud558\uc5ec \ud1b5\uacc4\uc801 \uad70\uc9d1\uc5d0 \uc0dd\ub3d9\uac10\uc744 \ubd88\uc5b4\ub123\uc73c\uc138\uc694. \uac00\uc7a5 \uc131\uacf5\uc801\uc778 \ud504\ub85c\uc81d\ud2b8\ub4e4\uc740 \uc2dc\uc7a5 \uc870\uc0ac\uc5d0\uc11c K-\ud3c9\uade0 \uad70\uc9d1 \ubd84\uc11d\uc744 \ud65c\uc6a9\ud558\uace0, \uac01 \uc138\uadf8\uba3c\ud2b8\uc5d0 \ub300\ud55c \uc774\ud574\ub97c \uc2ec\ud654\uc2dc\ud0a4\uae30 \uc704\ud574 \uc2ec\uce35 \uc778\ud130\ubdf0\ub97c \ubcd1\ud589\ud558\ub294 \ubc29\uc2dd\uc744 \ucc44\ud0dd\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uc815\uae30\uc801\uc73c\ub85c \uc0c8\ub85c \uace0\uce68\ud558\ub418, \uc9c0\ub098\uce58\uac8c \uc0c8\ub85c \uace0\uce68\ud558\uc9c0 \ub9c8\uc138\uc694.<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc2dc\uc7a5\uc740 \ub04a\uc784\uc5c6\uc774 \ubcc0\ud654\ud558\ubbc0\ub85c \uc2dc\uc7a5\uc5d0 \ub300\ud55c \uc774\ud574\ub3c4 \uadf8\uc5d0 \ub9de\ucdb0 \ubc1c\uc804\ud574\uc57c \ud569\ub2c8\ub2e4. \ub300\ubd80\ubd84\uc758 \uc0b0\uc5c5\uc5d0\uc11c\ub294 18~24\uac1c\uc6d4\ub9c8\ub2e4 \uc8fc\uc694 \uc5c5\uc885\ubcc4 \uadf8\ub8f9\uc744 \uac31\uc2e0\ud558\ub294 \uac83\uc774 \ud6a8\uacfc\uc801\uc774\uba70, \uae09\ubcc0\ud558\ub294 \ubd84\uc57c\uc5d0\uc11c\ub294 \ub354\uc6b1 \ube48\ubc88\ud558\uac8c \uc5c5\ub370\uc774\ud2b8\ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc2dc\uc7a5 \uc870\uc0ac\uc5d0\uc11c K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc758 \uc9c4\uc815\ud55c \uac00\uce58\ub294 \ud328\ud134\uc744 \ucc3e\ub294 \ub370 \uadf8\uce58\uc9c0 \uc54a\uace0, \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \uadf8\ub7ec\ud55c \ud328\ud134\uc5d0 \ub300\ud55c \uc870\uc9c1\uc758 \uc219\ub828\ub41c \uae30\uc5b5\uc744 \uad6c\ucd95\ud558\ub294 \ub370 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574\uc11c\ub294 \uc548\uc815\uc131\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"common-challenges-and-solutions-in-k-means-clustering\">\uc2dc\uc7a5 \uc870\uc0ac\uc5d0\uc11c\uc758 K-\ud3c9\uade0 \uad70\uc9d1 \ubd84\uc11d: \uc77c\ubc18\uc801\uc778 \ubb38\uc81c\uc810\uacfc \ud574\uacb0\ucc45 <\/h2>\n\n\n\n<figure class=\"gb-block-image gb-block-image-91d0a654\"><img loading=\"lazy\" decoding=\"async\" width=\"1456\" height=\"816\" class=\"gb-image gb-image-91d0a654\" src=\"https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-14.jpg\" alt=\"SIS \uad6d\uc81c\uc2dc\uc7a5 \uc870\uc0ac \ubc0f \uc804\ub7b5\" title=\"\uc591\uc801 \uc5f0\uad6c(14)\" srcset=\"https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-14.jpg 1456w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-14-300x168.jpg 300w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-14-1024x574.jpg 1024w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-14-768x430.jpg 768w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-14-18x10.jpg 18w\" sizes=\"auto, (max-width: 1456px) 100vw, 1456px\"><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\uac00\uc7a5 \uc131\uacf5\uc801\uc778 \ud074\ub7ec\uc2a4\ud130\ub9c1 \ud504\ub85c\uc81d\ud2b8\ub294 \ub2e8\uc21c\ud788 \uc54c\uace0\ub9ac\uc998\uc744 \uc2e4\ud589\ud558\ub294 \ub370 \uadf8\uce58\uc9c0 \uc54a\uace0, \uc870\uc9c1\uacfc \ud611\ub825\ud558\uc5ec \ud074\ub7ec\uc2a4\ud130\ub9c1\uc774 \uc2e4\uc9c8\uc801\uc778 \ube44\uc988\ub2c8\uc2a4 \uc131\uacfc\ub97c \ucc3d\ucd9c\ud558\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\uc194\uc9c1\ud788 \ub9d0\ud574\uc11c, \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc744 \uc801\uc6a9\ud558\ub294 \uac83\uc774 \ud56d\uc0c1 \uc21c\uc870\ub85c\uc6b4 \uac83\ub9cc\uc740 \uc544\ub2d9\ub2c8\ub2e4. \ub300\ubd80\ubd84\uc758 \uc870\uc9c1\uc774 \uc9c1\uba74\ud558\ub294 \uc5b4\ub824\uc6c0\uacfc \uc774\ub97c \uadf9\ubcf5\ud558\ub294 \ubc29\ubc95\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">&quot;\ub354\ub7ec\uc6b4 \ub370\uc774\ud130&quot; \ub51c\ub808\ub9c8<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">&quot;\uc4f0\ub808\uae30\ub97c \ub123\uc73c\uba74 \uc4f0\ub808\uae30\uac00 \ub098\uc628\ub2e4&quot;\ub294 \ub9d0\uc740 \ub2e8\uc21c\ud55c \uc9c4\ubd80\ud55c \ud45c\ud604\uc774 \uc544\ub2c8\ub77c \ud074\ub7ec\uc2a4\ud130\ub9c1 \ud504\ub85c\uc81d\ud2b8\uc758 \uc228\uc740 \uc0b4\uc778\uc790\uc785\ub2c8\ub2e4. \uacb0\uce21\uac12, \uc774\uc0c1\uce58, \uadf8\ub9ac\uace0 \uc77c\uad00\uc131 \uc5c6\ub294 \ub370\uc774\ud130 \ud615\uc2dd\uc740 \uba4b\uc9c4 \ubd84\uc11d \uacb0\uacfc\ub97c \uac12\ube44\uc2fc \ud658\uc0c1\uc73c\ub85c \ubc14\uafd4\ub193\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\ud574\uacb0\ucc45:<\/strong> \ud074\ub7ec\uc2a4\ud130\ub9c1\uc744 \uc2dc\uc791\ud558\uae30 \uc804\uc5d0 \ucca0\uc800\ud55c \ub370\uc774\ud130 \uc804\ucc98\ub9ac \ud504\ub85c\ud1a0\ucf5c\uc744 \uad6c\ud604\ud558\uc2ed\uc2dc\uc624. \ud55c \uc758\ub8cc \ubd84\uc57c \uace0\uac1d\uc740 \uace0\uac1d \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc815\ub9ac\ud558\ub294 \ub370 3\uc8fc\ub77c\ub294 \uace0\ud1b5\uc2a4\ub7ec\uc6b4 \uc2dc\uac04\uc744 \ud22c\uc790\ud588\ub294\ub370, \uadf8 \uacb0\uacfc \ud074\ub7ec\uc2a4\ud130\ub9c1\uc744 \ud1b5\ud574 \uc5f0\uac04 14\uc870 320\ub9cc \ub2ec\ub7ec\uc758 \uc7a0\uc7ac\uc801 \uc218\uc775\uc744 \ucc3d\ucd9c\ud560 \uc218 \uc788\ub294 \ud658\uc790 \uc138\uadf8\uba3c\ud2b8\ub97c \ubc1c\uacac\ud558\uae30 \uc804\uae4c\uc9c0\ub294 \uadf8 \uc2dc\uac04\uc774 \uacfc\ub3c4\ud558\uac8c \ub290\uaef4\uc84c\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">&quot;\ud074\ub7ec\uc2a4\ud130\uac00 \uba87 \uac1c\uc778\uac00?&quot;\ub77c\ub294 \uace8\uce6b\uac70\ub9ac<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ucd5c\uc801\uc758 \ud074\ub7ec\uc2a4\ud130 \uac1c\uc218\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \uc21c\uc804\ud788 \uacfc\ud559\uc801\uc778 \ubb38\uc81c\ub9cc\uc774 \uc544\ub2c8\ub77c, \ud1b5\uacc4\uc801 \uac80\uc99d\uacfc \ub354\ubd88\uc5b4 \ube44\uc988\ub2c8\uc2a4\uc801 \ud310\ub2e8\uc774 \ud544\uc694\ud55c \uc791\uc5c5\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\ud574\uacb0\ucc45:<\/strong> \uae30\uc220\uc801 \uc811\uadfc \ubc29\uc2dd(\uc5d8\ubcf4\uc6b0 \ubc29\ubc95, \uc2e4\ub8e8\uc5e3 \ubd84\uc11d)\uacfc \ube44\uc988\ub2c8\uc2a4 \uac80\uc99d\uc744 \uacb0\ud569\ud558\uc5ec \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc18c\ub9e4 \uae08\uc735 \uace0\uac1d\uc758 \uacbd\uc6b0, \uac01\uac01\uc758 \uc7a5\ub2e8\uc810\uc744 \uba85\ud655\ud788 \uc81c\uc2dc\ud558\uba70 \uc138 \uac00\uc9c0 \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc194\ub8e8\uc158(4\uac1c, 6\uac1c, 8\uac1c \uc138\uadf8\uba3c\ud2b8)\uc744 \uc18c\uac1c\ud55c \uacb0\uacfc, \uacbd\uc601\uc9c4\uc740 \uc138\ubd80\uc801\uc778 \ub0b4\uc6a9\uacfc \uc2e4\ud589 \uac00\ub2a5\uc131\uc758 \uade0\ud615\uc744 \uc774\ub8ec 6\uac1c \uc138\uadf8\uba3c\ud2b8 \uc194\ub8e8\uc158\uc744 \uc120\ud0dd\ud560 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u201c\ud574\uc11d \uad00\uc131\u201d \ubb38\uc81c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc544\ubb34\ub9ac \uc644\ubcbd\ud55c \ud074\ub7ec\uc2a4\ud130\ub77c\ub3c4 \ud300\uc6d0\ub4e4\uc774 \uadf8\uac83\uc744 \uc0c1\ud615\ubb38\uc790\ucc98\ub7fc \uccd0\ub2e4\ubcf8\ub2e4\uba74 \uc544\ubb34 \uc18c\uc6a9\uc774 \uc5c6\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\ud574\uacb0\ucc45:<\/strong> \ubd84\uc11d\uac00, \ub9c8\ucf00\ud130, \uacbd\uc601\uc9c4\uc774 \ud568\uaed8 \uac01 \uc138\uadf8\uba3c\ud2b8\uc758 \uba85\uce6d\uacfc \ud2b9\uc9d5\uc744 \uc815\uc758\ud558\uace0, \uacf5\ud1b5\ub41c \uc5b8\uc5b4\ub97c \ub9cc\ub4e4\uc5b4 \uc77c\uad00\ub41c \ud589\ub3d9\uc744 \uc774\ub04c\uc5b4\ub0b4\ub294 &quot;\ud074\ub7ec\uc2a4\ud130 \ubc88\uc5ed&quot; \uc6cc\ud06c\uc20d\uc744 \uac1c\ubc1c\ud558\uc138\uc694. \ud300\uc774 \ud568\uaed8 \uc2a4\ud1a0\ub9ac\ub97c \ub9cc\ub4e4\uc5b4\ub0bc \ub54c, \ub3c4\uc785\ub960\uc740 \uae09\uc99d\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u201c\uadf8\ub798\uc11c \ubb50?\u201d \uc99d\ud6c4\uad70<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc218\ud559\uc801\uc73c\ub85c \uac00\uc7a5 \uc815\uad50\ud55c \ud074\ub7ec\uc2a4\ud130\ub9c1\uc774\ub77c\ub3c4 \ube44\uc988\ub2c8\uc2a4\uc5d0 \uc2e4\uc9c8\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce58\uc9c0 \uc54a\uc73c\uba74 \uc544\ubb34\ub7f0 \uc758\ubbf8\uac00 \uc5c6\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\ud574\uacb0\ucc45:<\/strong> \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\uae30 \uc804\uc5d0 \ud074\ub7ec\uc2a4\ud130\ub9c1 \uacb0\uacfc\ub97c \ubc14\ud0d5\uc73c\ub85c \uc5b4\ub5a4 \uad6c\uccb4\uc801\uc778 \ube44\uc988\ub2c8\uc2a4 \uc758\uc0ac\uacb0\uc815\uc744 \ub0b4\ub9b4\uc9c0 \uc815\uc758\ud574\uc57c \ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud55c \ud638\ud154 \uace0\uac1d\uc758 \uacbd\uc6b0 \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc778\uc0ac\uc774\ud2b8\uac00 \uac00\uaca9 \ucc45\uc815, \ud504\ub85c\ubaa8\uc158, \uadf8\ub9ac\uace0 \uc2dc\uc124 \uac1c\ubc1c\uc5d0 \uc5b4\ub5a4 \uc601\ud5a5\uc744 \ubbf8\uce60\uc9c0 \uc815\ud655\ud558\uac8c \ud30c\uc545\ud55c \uacb0\uacfc, 1\ub144 \ub9cc\uc5d0 \uac1d\uc2e4\ub2f9 \ucd1d\uc218\uc775(RevPAR)\uc774 171,300\ub2ec\ub7ec \uc99d\uac00\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc2dc\uc7a5 \uc870\uc0ac\uc5d0\uc11c K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc740 \ub2e8\uc21c\ud55c \ud1b5\uacc4 \uae30\ubc95\uc774 \uc544\ub2c8\ub77c, \uc62c\ubc14\ub974\uac8c \uc801\uc6a9\ub420 \uacbd\uc6b0 \ube44\uc988\ub2c8\uc2a4 \ud601\uc2e0 \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \uacfc\ud559\uacfc \ube44\uc988\ub2c8\uc2a4 \uc601\ud5a5\ub825 \uc0ac\uc774\uc758 \uac04\uadf9\uc744 \uba54\uc6cc\uc8fc\ub294 \uc774 \ubc29\ubc95\ub860\uc740 \ubc1c\uacac\ub41c \ud328\ud134\uc774 \uc2e4\uc9c8\uc801\uc778 \uacb0\uacfc\ub85c \uc774\uc5b4\uc9c0\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"summary\">\uc694\uc57d: \uc2dc\uc7a5 \uc870\uc0ac\uc5d0\uc11c\uc758 K-\ud3c9\uade0 \uad70\uc9d1 \ubd84\uc11d<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u2705<\/strong> \uc2dc\uc7a5 \uc870\uc0ac\uc5d0\uc11c K-\ud3c9\uade0 \uad70\uc9d1 \ubd84\uc11d\uc740 \uae30\uc874 \uc138\ubd84\ud654 \uc811\uadfc \ubc29\uc2dd\uc73c\ub85c\ub294 \uc804\ud600 \ud30c\uc545\ud560 \uc218 \uc5c6\ub294 \uc790\uc5f0\uc2a4\ub7ec\uc6b4 \uace0\uac1d \uadf8\ub8f9\uc744 \ub4dc\ub7ec\ub0b4\uc5b4 \ub370\uc774\ud130 \uc18d\uc5d0 \uc228\uaca8\uc838 \uc788\ub358 \uace0\uac00\uce58 \uc138\uadf8\uba3c\ud2b8\ub97c \ucc3e\uc544\ub0bc \uac00\ub2a5\uc131\uc744 \uc5f4\uc5b4\uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u2705<\/strong> \uc778\uad6c\ud1b5\uacc4\ud559\uc801 \uc138\ubd84\ud654\uc640 \ub2ec\ub9ac K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc740 \uc2e4\uc81c \ud589\ub3d9, \uc120\ud638\ub3c4 \ubc0f \uc694\uad6c \uc0ac\ud56d\uc744 \uae30\ubc18\uc73c\ub85c \ud328\ud134\uc744 \uc2dd\ubcc4\ud558\uc5ec \ud3b8\uc548\ud55c \uace0\uc815\uad00\ub150\uc774 \uc544\ub2cc \uc2e4\ud589 \uac00\ub2a5\ud55c \uc815\ubcf4\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u2705<\/strong> \uc131\uacf5\uc801\uc778 \uad6c\ud604\uc744 \uc704\ud574\uc11c\ub294 \ucca0\uc800\ud558\uac8c \uc815\uc81c\ub41c \ub370\uc774\ud130, \uc2e0\uc911\ud55c \ubcc0\uc218 \uc120\ud0dd, \uadf8\ub9ac\uace0 \ud1b5\uacc4\uc801 \uc5c4\ubc00\uc131\uacfc \ube44\uc988\ub2c8\uc2a4 \uc801\uc6a9 \uac00\ub2a5\uc131 \uc0ac\uc774\uc758 \uc2e4\uc6a9\uc801\uc778 \uade0\ud615\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u2705<\/strong> \ucd5c\uc801\uc758 \ud074\ub7ec\uc2a4\ud130 \uc218\ub294 \uc218\ud559\uc801 \ud0c0\ub2f9\uc131\uacfc \uc2e4\uc81c \ube44\uc988\ub2c8\uc2a4 \uc801\uc6a9 \uc0ac\uc774\uc758 \uade0\ud615\uc744 \uc774\ub8e8\uba70, \ub300\ubd80\ubd84\uc758 \uc2dc\uc7a5 \uc870\uc0ac \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c\ub294 \uc77c\ubc18\uc801\uc73c\ub85c 3~8\uac1c\uc758 \uc138\uadf8\uba3c\ud2b8\uac00 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u2705<\/strong> K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc740 \uc18c\ub9e4\uc5c5\ubd80\ud130 \uc758\ub8cc, \uae08\uc735 \uc11c\ube44\uc2a4\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \uacb0\uacfc\ub97c \ud601\uc2e0\uc801\uc73c\ub85c \uac1c\uc120\ud588\uc73c\uba70, \uc81c\ub300\ub85c \uad6c\ud604\ud560 \uacbd\uc6b0 \uc77c\ubc18\uc801\uc73c\ub85c 20~40%\uc758 ROI \ud5a5\uc0c1\uc744 \uac00\uc838\uc635\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u2705<\/strong> \uc815\uae30\uc801\uc778 \uc5c5\ub370\uc774\ud2b8(\uc77c\ubc18\uc801\uc73c\ub85c 18~24\uac1c\uc6d4\ub9c8\ub2e4)\ub97c \ud1b5\ud574 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc758 \uad00\ub828\uc131\uc744 \uc720\uc9c0\ud558\ub294 \ub3d9\uc2dc\uc5d0 \uc870\uc9c1\uc758 \ub3c4\uc785 \ubc0f \uc804\ub7b5 \uad6c\ud604\uc5d0 \ucda9\ubd84\ud55c \uc2dc\uac04\uc744 \ud655\ubcf4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u2705<\/strong> \uac00\uc7a5 \ud070 \uc5b4\ub824\uc6c0\uc740 \ubd84\uc11d\uc744 \uc218\ud589\ud558\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \ud1b5\uacc4\uc801 \ub370\uc774\ud130\ub97c \uc124\ub4dd\ub825 \uc788\ub294 \uace0\uac1d \uc0ac\ub840\ub85c \uc804\ud658\ud558\uc5ec \uc870\uc9c1 \ucc28\uc6d0\uc758 \ud589\ub3d9\uc744 \uc774\ub04c\uc5b4\ub0b4\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"what-makes-sis-international-a-top-k-means-cluster-analysis-provider\">SIS International\uc774 \uc2dc\uc7a5 \uc870\uc0ac \ubd84\uc57c\uc5d0\uc11c \ucd5c\uace0\uc758 K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d \uc81c\uacf5\uc5c5\uccb4\ub85c \uc778\uc815\ubc1b\ub294 \uc774\uc720\ub294 \ubb34\uc5c7\uc77c\uae4c\uc694?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ud0c1\uc6d4\ud55c \uacb0\uacfc\ub97c \uc81c\uacf5\ud558\ub294 K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d \uc811\uadfc \ubc29\uc2dd\uc740 \ud1b5\uacc4\uc801 \uc5c4\ubc00\uc131\uacfc \ube44\uc988\ub2c8\uc2a4 \uc2e4\uc6a9\uc131\uc744 \uacb0\ud569\ud55c \uac83\uc785\ub2c8\ub2e4. \ud601\uc2e0\uc801\uc778 \ud074\ub7ec\uc2a4\ud130\ub9c1 \ud504\ub85c\uc81d\ud2b8\uc640 \ube44\uc6a9\ub9cc \ub0ad\ube44\ud558\ub294 \ud504\ub85c\uc81d\ud2b8\ub97c \uad6c\ubd84\ud558\ub294 \uc694\uc18c\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\"><strong>\u2714 \uae00\ub85c\ubc8c \uc9c4\ucd9c<\/strong>: <a href=\"https:\/\/www.linkedin.com\/company\/sisinternationalresearch\" target=\"_blank\" rel=\"noopener\">\uc5f0\uad6c\uc790\ub4e4<\/a> 120\uac1c\uad6d \uc774\uc0c1\uc5d0\uc11c \ubb38\ud654\uc801 \ucc28\uc774\ub97c \ud3ec\ucc29\ud558\uc5ec \ud074\ub7ec\uc2a4\ud130\ub9c1\uc758 \ud0c0\ub2f9\uc131\uc744 \ub192\uc600\uc2b5\ub2c8\ub2e4. \uc18c\ube44\uc790 \uac00\uc804 \ud074\ub7ec\uc2a4\ud130\ub9c1 \ud504\ub85c\uc81d\ud2b8\ub294 \ud589\ub3d9 \ud328\ud134\uc774 \ubb38\ud654\uc801 \ub9e5\ub77d\uc5d0 \ub530\ub77c \ud06c\uac8c \ub2e4\ub974\ub2e4\ub294 \uc810\uc744 \uc778\uc2dd\ud568\uc73c\ub85c\uc368 \uad6d\uc81c \ub9c8\ucf00\ud305 \uc131\uacfc\ub97c 31% \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub370 \uae30\uc5ec\ud55c \uc911\uc694\ud55c \uc9c0\uc5ed\uc801 \ucc28\uc774\ub97c \ud30c\uc545\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\"><strong>\u2714 40\ub144 \uc774\uc0c1\uc758 \uacbd\ub825<\/strong>1984\ub144 \uc774\ud6c4 \uc2dc\uc7a5 \uc870\uc0ac\ub294 \uc5ec\ub7ec \ud328\ub7ec\ub2e4\uc784 \ubcc0\ud654\ub97c \uac70\uce58\uba70 \ubc1c\uc804\ud574 \uc654\uc2b5\ub2c8\ub2e4. K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d \uae30\ubc95\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \uc218\ubc31 \uac74\uc758 \uc801\uc6a9 \uc0ac\ub840\ub97c \ud1b5\ud574 \uc815\uad50\ud558\uac8c \ub2e4\ub4ec\uc5b4\uc84c\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud48d\ubd80\ud55c \uacbd\ud5d8\uc744 \ubc14\ud0d5\uc73c\ub85c \ud504\ub85c\uc81d\ud2b8 \uc9c4\ud589\uc5d0 \ucc28\uc9c8\uc744 \ube5a\uc744 \uc218 \uc788\ub294 \ubb38\uc81c\ub97c \uc0ac\uc804\uc5d0 \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\"><strong>\u2714 \uae00\ub85c\ubc8c \ucc44\uc6a9 \ub370\uc774\ud130\ubca0\uc774\uc2a4<\/strong>\uc804 \uc138\uacc4 5,300\ub9cc \uba85 \uc774\uc0c1\uc758 \uc5f0\uad6c \ucc38\uc5ec\uc790\ub97c \ud65c\uc6a9\ud558\uc5ec \ud0c4\ud0c4\ud558\uace0 \ub300\ud45c\uc131 \uc788\ub294 \ud45c\ubcf8 \uae30\ubc18\uc758 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4. \ucd5c\uadfc \uc81c\uc57d \ubd84\uc57c \uc138\ubd84\ud654 \uc5f0\uad6c\uc5d0\uc11c\ub294 8\uac1c\uad6d\uc5d0\uc11c \ud2b9\uc815 \ubd84\uc57c \ucc38\uc5ec\uc790\ub97c \ub2e8 10\uc77c \ub9cc\uc5d0 \ud655\ubcf4\ud588\ub294\ub370, \uacbd\uc7c1\uc0ac\ub4e4\uc740 \uc774\ub97c \ub2ec\uc131\ud558\ub294 \ub370 6\uc8fc \uc774\uc0c1\uc774 \uc18c\uc694\ub41c\ub2e4\uace0 \ubc1d\ud614\uc2b5\ub2c8\ub2e4.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\"><strong>\u2714 33\uac1c \uc774\uc0c1\uc758 \uc5b8\uc5b4\ub97c \uad6c\uc0ac\ud558\ub294 \ud604\uc9c0 \uc9c1\uc6d0 \ubcf4\uc720<\/strong>\ud074\ub7ec\uc2a4\ud130\ub9c1\uc740 \uace0\uac1d \ub3d9\uae30\uc5d0 \ub300\ud55c \ubbf8\ubb18\ud55c \uc774\ud574\ub97c \ud544\uc694\ub85c \ud558\ub294\ub370, \uc774\ub294 \uc885\uc885 \ubc88\uc5ed \uacfc\uc815\uc5d0\uc11c \uac04\uacfc\ub418\uace4 \ud569\ub2c8\ub2e4.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\"><strong>\u2714 \uae00\ub85c\ubc8c \ub370\uc774\ud130 \ubd84\uc11d<\/strong>\uac00\uc7a5 \ud6a8\uacfc\uc801\uc778 \ud504\ub85c\uc81d\ud2b8\ub294 K-\ud3c9\uade0 \uc54c\uace0\ub9ac\uc998\uc744 \ub79c\ub364 \ud3ec\ub808\uc2a4\ud2b8\ub098 \uc2e0\uacbd\ub9dd\uacfc \uac19\uc740 \ub2e4\ub978 \uace0\uae09 \uae30\uc220\uacfc \uc801\uc808\ud788 \uacb0\ud569\ud558\uc5ec \ub370\uc774\ud130\uc5d0\uc11c \ucd5c\ub300\ud55c\uc758 \ud1b5\ucc30\ub825\uc744 \ucd94\ucd9c\ud558\ub294 \ud558\uc774\ube0c\ub9ac\ub4dc \uc811\uadfc \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.\u00a0<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\"><strong>\u2714 \ud569\ub9ac\uc801\uc778 \uac00\uaca9\uc758 \uc5f0\uad6c<\/strong>\uace0\ub3c4\ud654\ub41c \uae30\uc220\uc774 \ubc18\ub4dc\uc2dc \ube44\uc2f8\ub2e4\ub294 \uc758\ubbf8\ub294 \uc544\ub2d9\ub2c8\ub2e4. \ud6a8\uc728\uc801\uc778 \uae00\ub85c\ubc8c \uad6c\uc870\ub97c \ud1b5\ud574 \uc911\uacac \uae30\uc5c5\ub4e4\ub3c4 \uc811\uadfc \uac00\ub2a5\ud55c \uac00\uaca9\ub300\ub85c \uc5d4\ud130\ud504\ub77c\uc774\uc988\uae09 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc744 \uc774\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\uc0b0\uc774 \uc81c\ud55c\uc801\uc778 \uc2a4\ud0c0\ud2b8\uc5c5\uc870\ucc28\ub3c4 \uc774\uc804\uc5d0\ub294 \ud3ec\ucd98 500\ub300 \uae30\uc5c5\ub9cc\uc774 \ub204\ub9b4 \uc218 \uc788\uc5c8\ub358 \uc138\ubd84\ud654\ub41c \uc2dc\uc7a5 \ubd84\uc11d \uc815\ubcf4\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\"><strong>\u2714 \ub9de\ucda4\ud615 \uc811\uadfc \ubc29\uc2dd<\/strong>\ud68d\uc77c\uc801\uc778 \ubc29\ubc95\ub860\uc740 \uc2e4\ud328\ud569\ub2c8\ub2e4. \ud45c\uc900 K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc73c\ub85c\ub294 \ud55c \ud328\uc158 \uc18c\ub9e4\uc5c5\uccb4\uc758 \ubcf5\uc7a1\ud55c \uace0\uac1d \uae30\ubc18\uc744 \uc81c\ub300\ub85c \ud3ec\ucc29\ud560 \uc218 \uc5c6\uc5c8\uc744 \ub54c, \ub9de\ucda4\ud615 2\ub2e8\uacc4 \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc811\uadfc \ubc29\uc2dd\uc744 \ud1b5\ud574 \ub2e8 81,000\ub9cc \uba85\uc758 \uace0\uac1d \uc911\uc5d0\uc11c 271,000\ub9cc \ub2ec\ub7ec\uc758 \uc218\uc775\uc744 \ucc3d\ucd9c\ud558\ub294 \ud575\uc2ec \ud558\uc704 \uc138\uadf8\uba3c\ud2b8\ub97c \ucc3e\uc544\ub0c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\n\n\n<\/p>\n\n\n<h2 class=\"wp-block-heading\" id=\"frequently-asked-questions-about-k-means-cluster-analysis\">\uc2dc\uc7a5 \uc870\uc0ac\uc5d0\uc11c K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc5d0 \ub300\ud55c \uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n<p>\n\n\n<\/p>\n<h3 class=\"wp-block-heading\" style=\"padding-left: 40px;\">K-\ud3c9\uade0 \uc54c\uace0\ub9ac\uc998\uc740 \uae30\uc874 \uc2dc\uc7a5 \uc138\ubd84\ud654 \ubc29\uc2dd\uacfc \uc815\ud655\ud788 \uc5b4\ub5a4 \uc810\uc774 \ub2e4\ub978\uac00\uc694?<\/h3>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\uc804\ud1b5\uc801\uc778 \uc2dc\uc7a5 \uc138\ubd84\ud654\ub294 \ubbf8\ub9ac \uc815\ud574\uc9c4 \ubc94\uc8fc(\uc608: \uc778\uad6c \ud1b5\uacc4)\uc5d0\uc11c \uc2dc\uc791\ud558\uc5ec \uace0\uac1d\uc744 \uc774\ub7ec\ud55c \ubc94\uc8fc\uc5d0 \uc5b5\uc9c0\ub85c \ub07c\uc6cc \ub9de\ucda5\ub2c8\ub2e4. \uc2dc\uc7a5 \uc870\uc0ac\uc5d0\uc11c K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc740 \uc774\uc640 \uc815\ubc18\ub300\ub85c, \uc120\uc785\uacac \uc5c6\uc774 \ub370\uc774\ud130\uc5d0\uc11c \uc790\uc5f0\uc2a4\ub7ec\uc6b4 \ud328\ud134\uc774 \ub4dc\ub7ec\ub098\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ucd94\uce21\uc774 \uc544\ub2cc \uc2e4\uc81c \ud589\ub3d9\uacfc \uc120\ud638\ub3c4\uc5d0 \uae30\ubc18\ud55c \ub180\ub77c\uc6b4 \uace0\uac1d \uadf8\ub8f9\uc744 \ubc1c\uacac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \uc804\ud1b5\uc801\uc778 \ubc29\ubc95\uc73c\ub85c\ub294 \uc804\ud600 \ud30c\uc545\ud560 \uc218 \uc5c6\uc5c8\ub358 \uace0\uac00\uce58 \uc138\uadf8\uba3c\ud2b8\ub97c \uafb8\uc900\ud788 \ubc1c\uad74\ud574\ub0c5\ub2c8\ub2e4.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<h3 class=\"wp-block-heading\" style=\"padding-left: 40px;\">\ud6a8\uacfc\uc801\uc778 K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc744 \uc704\ud574 \uc5bc\ub9c8\ub098 \ub9ce\uc740 \ub370\uc774\ud130\uac00 \ud544\uc694\ud560\uae4c\uc694?<\/h3>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\uc77c\ubc18\uc801\uc73c\ub85c \ub370\uc774\ud130\uac00 \ub9ce\uc744\uc218\ub85d \ud074\ub7ec\uc2a4\ud130\ub9c1 \ud488\uc9c8\uc774 \ud5a5\uc0c1\ub418\uc9c0\ub9cc, \ub2e8\uc21c\ud788 \uc591\ub9cc \uc911\uc694\ud55c \uac83\uc740 \uc544\ub2d9\ub2c8\ub2e4. \uc751\ub2f5\uc790\uac00 300\uba85\uc5d0 \ubd88\uacfc\ud55c \ud504\ub85c\uc81d\ud2b8\ubd80\ud130 \uc218\ubc31\ub9cc \uba85\uc5d0 \ub2ec\ud558\ub294 \ud504\ub85c\uc81d\ud2b8\uae4c\uc9c0 \ub2e4\uc591\ud55c \uaddc\ubaa8\uc758 \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \uc131\uacf5\uc801\uc778 \uacb0\uacfc\ub97c \uc5bb\uc5c8\uc2b5\ub2c8\ub2e4. \ud575\uc2ec\uc740 \uace0\uac1d \uadf8\ub8f9 \uac04\uc758 \uc758\ubbf8 \uc788\ub294 \ucc28\uc774\ub97c \ud3ec\ucc29\ud558\ub294 \ub370 \uc801\ud569\ud55c \ubcc0\uc218\ub97c \ud655\ubcf4\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc591\ubcf4\ub2e4 \uc9c8\uc774 \ud6e8\uc52c \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\uc62c\ubc14\ub978 10\uac1c\uc758 \ubcc0\uc218\uac00 \uc798\ubabb\ub41c 100\uac1c\uc758 \ubcc0\uc218\ubcf4\ub2e4 \ub354 \ub9ce\uc740 \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<h3 class=\"wp-block-heading\" style=\"padding-left: 40px;\">K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc774 \uc2e0\uc81c\ud488 \uac1c\ubc1c\uc5d0 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc744\uae4c\uc694?<\/h3>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\ub9de\uc2b5\ub2c8\ub2e4. \uc815\ub9d0 \uac15\ub825\ud55c \ub3c4\uad6c \uc911 \ud558\ub098\uc8e0! K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc740 \uac01\uae30 \ub2e4\ub978 \ub2c8\uc988\ub97c \uac00\uc9c4 \uace0\uac1d \uc138\uadf8\uba3c\ud2b8\ub97c \uc2dd\ubcc4\ud558\uc5ec &quot;\ud3c9\uade0\uc801\uc778 \uace0\uac1d\uc744 \uc704\ud55c \ud3c9\uade0\uc801\uc778 \uc81c\ud488&quot;\uc774\ub77c\ub294 \ud568\uc815\uc5d0 \ube60\uc9c0\uc9c0 \uc54a\ub3c4\ub85d \ub3c4\uc640\uc90d\ub2c8\ub2e4.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<h3 class=\"wp-block-heading\" style=\"padding-left: 40px;\">\uace0\uac1d \ud074\ub7ec\uc2a4\ud130\ub294 \uc5bc\ub9c8\ub098 \uc790\uc8fc \uc5c5\ub370\uc774\ud2b8\ud574\uc57c \ud560\uae4c\uc694?<\/h3>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\uc774\ub294 \ud574\ub2f9 \uc0b0\uc5c5\uc758 \ubcc0\ud654 \uc18d\ub3c4\uc5d0 \ub530\ub77c \ub2e4\ub985\ub2c8\ub2e4. \uae30\uc220\uc774\ub098 \ud328\uc158\ucc98\ub7fc \ube60\ub974\uac8c \ubcc0\ud654\ud558\ub294 \ubd84\uc57c\uc5d0\uc11c\ub294 12~18\uac1c\uc6d4\ub9c8\ub2e4 \ud074\ub7ec\uc2a4\ud130\ub97c \uac31\uc2e0\ud558\ub294 \uac83\uc774 \ud604\uba85\ud569\ub2c8\ub2e4. \ube44\uad50\uc801 \uc548\uc815\uc801\uc778 \uc0b0\uc5c5\uc5d0\uc11c\ub294 2~3\ub144\ub9c8\ub2e4 \uac31\uc2e0\ud574\ub3c4 \ucda9\ubd84\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud575\uc2ec\uc740 \ucd5c\uc2e0 \uc815\ubcf4\ub97c \uc720\uc9c0\ud558\uba74\uc11c \uc6b4\uc601\uc758 \uc77c\uad00\uc131\uc744 \ud655\ubcf4\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc989, \uc870\uc9c1\uc740 \ud074\ub7ec\uc2a4\ud130\ub97c \ubcc0\uacbd\ud558\uae30 \uc804\uc5d0 \ud574\ub2f9 \uc138\uadf8\uba3c\ud2b8\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \uc804\ub7b5\uc744 \uc2e4\ud589\ud560 \uc2dc\uac04\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<h3 class=\"wp-block-heading\" style=\"padding-left: 40px;\">K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc740 \uc9c8\uc801 \ub370\uc774\ud130\uc5d0\ub3c4 \uc801\uc6a9\ub420 \uc218 \uc788\uc744\uae4c\uc694?<\/h3>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">K-\ud3c9\uade0 \uc54c\uace0\ub9ac\uc998\uc740 \ubcf8\ub798 \uc218\uce58 \ub370\uc774\ud130\uc5d0 \uc801\ud569\ud558\uc9c0\ub9cc, \uc9c8\uc801 \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\ub294 \uae30\ubc95\ub3c4 \uc874\uc7ac\ud569\ub2c8\ub2e4. \uc9c8\uc801 \ub370\uc774\ud130\ub97c \uc591\uc801 \ubcc0\uc218\ub85c \ubcc0\ud658\ud558\uac70\ub098 K-\ud3c9\uade0 \uc54c\uace0\ub9ac\uc998\uc744 \ub2e4\ub978 \ubc29\ubc95\ub860\uacfc \uacb0\ud569\ud55c \ud558\uc774\ube0c\ub9ac\ub4dc \uc811\uadfc \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud558\uba74 \uc885\uc885 \uac15\ub825\ud55c \uacb0\uacfc\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<h3 class=\"wp-block-heading\" style=\"padding-left: 40px;\">\ud1b5\uacc4\uc801 \ud074\ub7ec\uc2a4\ud130\ub97c \uc2e4\ud589 \uac00\ub2a5\ud55c \ub9c8\ucf00\ud305 \uc804\ub7b5\uc73c\ub85c \uc804\ud658\ud558\ub294 \ubc29\ubc95\uc740 \ubb34\uc5c7\uc77c\uae4c\uc694?<\/h3>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\uc774\uacf3\uc740 \uc608\uc220\uacfc \uacfc\ud559\uc774 \ub9cc\ub098\ub294 \uc9c0\uc810\uc785\ub2c8\ub2e4. \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\ud6a8\ud55c \ud074\ub7ec\uc2a4\ud130\uac00 \uc2dd\ubcc4\ub418\uba74 \uc2ec\uce35 \ubd84\uc11d\uc744 \ud1b5\ud574 \uac01 \uc138\uadf8\uba3c\ud2b8\uc758 \ud589\ub3d9, \ud0dc\ub3c4, \ubb38\uc81c\uc810, \uad6c\ub9e4 \ub3d9\uae30 \ub4f1\uc744 \ud3ec\ud568\ud55c \uc0c1\uc138\ud55c \ud504\ub85c\ud544\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \ub2e4\uc591\ud55c \ubd80\uc11c\uc758 \ud300\uacfc \ud568\uaed8\ud558\ub294 \uc6cc\ud06c\uc20d\uc744 \ud1b5\ud574 \uac01 \uc138\uadf8\uba3c\ud2b8\uc5d0 \ub9de\ub294 \ub9de\ucda4\ud615 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud569\ub2c8\ub2e4.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\uc22b\uc790\uac00 \ud589\ub3d9\uc744 \uc774\ub04c\uc5b4\ub0b4\ub294 \uac83\uc774 \uc544\ub2d9\ub2c8\ub2e4. \uc774\uc57c\uae30\uac00 \ud589\ub3d9\uc744 \uc774\ub04c\uc5b4\ub0c5\ub2c8\ub2e4.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<h3 class=\"wp-block-heading\" style=\"padding-left: 40px;\">K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc740 \uc911\uc18c\uae30\uc5c5\uc5d0 \ud22c\uc790\ud560 \ub9cc\ud55c \uac00\uce58\uac00 \uc788\uc744\uae4c\uc694?<\/h3>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc740 \ubaa8\ub4e0 \uaddc\ubaa8\uc758 \uae30\uc5c5\uc5d0 \uc720\uc775\ud558\uc9c0\ub9cc, \uc811\uadfc \ubc29\uc2dd\uc740 \uae30\uc5c5\ub9c8\ub2e4 \ub2e4\ub985\ub2c8\ub2e4. \uc18c\uaddc\ubaa8 \uae30\uc5c5\uc758 \uacbd\uc6b0, \ud3ec\uad04\uc801\uc778 \uace0\uac1d \uc138\ubd84\ud654\ubcf4\ub2e4\ub294 \ud2b9\uc815 \ube44\uc988\ub2c8\uc2a4 \uc9c8\ubb38\uc744 \uc911\uc2ec\uc73c\ub85c \ud074\ub7ec\uc2a4\ud130\ub9c1\ud558\ub294 \uac83\uc774 \ud0c1\uc6d4\ud55c \ud22c\uc790 \uc218\uc775\ub960(ROI)\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub54c\ub85c\ub294 \uac00\uc7a5 \uc791\uc740 \uae30\uc5c5\uc774 \ub3c4\ucd9c\ub41c \uc778\uc0ac\uc774\ud2b8\ub97c \ub354 \ube60\ub974\uac8c \uc801\uc6a9\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0 \uac00\uc7a5 \ud070 \uc774\uc810\uc744 \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\uc62c\ubc14\ub978 \uc9c8\ubb38 \ud558\ub098\uac00 \ucc9c \uac1c\uc758 \ub2f5\ubcc0\ubcf4\ub2e4 \uac00\uce58\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc2dc\uc7a5 \uc870\uc0ac\uc5d0\uc11c K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc740 \uc5ec\ub7ec\ubd84\uc774 \ubbf8\ucc98 \uc0dd\uac01\uc9c0\ub3c4 \ubabb\ud588\ub358 \uc2dc\uc7a5\uc5d0 \ub300\ud55c \uc9c8\ubb38\ub4e4\uc744 \ubc1c\uacac\ud558\ub3c4\ub85d \ub3c4\uc640\uc8fc\uba70, \ubc14\ub85c \uac70\uae30\uc5d0\uc11c \ud68d\uae30\uc801\uc778 \ud1b5\ucc30\ub825\uc774 \uc2dc\uc791\ub429\ub2c8\ub2e4.<\/p>\n<h2>\ub274\uc695\uc5d0 \uc788\ub294 \uc6b0\ub9ac \uc2dc\uc124 \uc704\uce58<\/h2>\n<p>\n\n\n\n<iframe loading=\"lazy\" src=\"https:\/\/www.google.com\/maps\/embed?pb=!1m18!1m12!1m3!1d3022.976188376966!2d-73.99130312499956!3d40.740549471389315!2m3!1f0!2f0!3f0!3m2!1i1024!2i768!4f13.1!3m3!1m2!1s0x89c259a15798c731%3A0xd695d09bdd495f25!2s11%20E%2022nd%20St%20FL%202%2C%20New%20York%2C%20NY%2010010%2C%20USA!5e0!3m2!1sen!2spe!4v1726171763526!5m2!1sen!2spe\" width=\"600\" height=\"450\" allowfullscreen=\"allowfullscreen\" data-mce-fragment=\"1\"><\/iframe>\n\n\n\n<\/p>\n<h3 class=\"wp-block-heading\">11 E 22nd Street, Floor 2, New York, NY 10010 \uc804\ud654: +1(212) 505-6805<\/h3>\n<hr \/>\n<h2><span style=\"font-weight: 400;\">SIS \uc778\ud130\ub0b4\uc154\ub110 \uc18c\uac1c<\/span><\/h2>\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.sisinternational.com\/ko\/\"><span style=\"font-weight: 400;\">SIS \uad6d\uc81c<\/span><\/a><span style=\"font-weight: 400;\"> \uc815\ub7c9\uc801, \uc815\uc131\uc801, \uc804\ub7b5 \uc5f0\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc6b0\ub9ac\ub294 \uc758\uc0ac\uacb0\uc815\uc744 \uc704\ud55c \ub370\uc774\ud130, \ub3c4\uad6c, \uc804\ub7b5, \ubcf4\uace0\uc11c \ubc0f \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub610\ud55c \uc778\ud130\ubdf0, \uc124\ubb38 \uc870\uc0ac, \ud3ec\ucee4\uc2a4 \uadf8\ub8f9, \uae30\ud0c0 \uc2dc\uc7a5 \uc870\uc0ac \ubc29\ubc95 \ubc0f \uc811\uadfc \ubc29\uc2dd\uc744 \uc218\ud589\ud569\ub2c8\ub2e4.<\/span><a href=\"https:\/\/www.sisinternational.com\/ko\/sis-%ea%b5%ad%ec%a0%9c-%ec%97%b0%ea%b5%ac%ec%97%90-%eb%8c%80%ed%95%b4\/contact-sis-international-market-research\/\"><span style=\"font-weight: 400;\"> \ubb38\uc758\ud558\uae30<\/span><\/a><span style=\"font-weight: 400;\"> \ub2e4\uc74c \uc2dc\uc7a5 \uc870\uc0ac \ud504\ub85c\uc81d\ud2b8\ub97c \uc704\ud574.<\/span><\/p>\n<p>\u00a0<\/p>\n<p>\n\n\n<\/p>","protected":false},"excerpt":{"rendered":"<p>K-Means Cluster Analysis in Market Research The companies thriving today are using K-means to see patterns their competitors can&#8217;t\u2014moving with surgical precision while others flail with sledgehammers. Ever wondered how companies like Apple or Netflix seem to know exactly what you want before you do? The secret sauce isn&#8217;t mind reading\u2014it&#8217;s advanced data analysis. K-means &#8230; <a title=\"\uc2dc\uc7a5 \uc870\uc0ac\uc5d0\uc11c\uc758 K-\ud3c9\uade0 \uad70\uc9d1 \ubd84\uc11d\" class=\"read-more\" href=\"https:\/\/www.sisinternational.com\/ko\/solutions\/qualitative-quantitative-research-solutions\/k-means-cluster-analysis-in-market-research\/\" aria-label=\"K-Means Cluster Analysis in Market Research\uc5d0 \ub300\ud574 \ub354 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uc138\uc694\">\uc790\uc138\ud788 \ubcf4\uae30<\/a><\/p>","protected":false},"author":1,"featured_media":62381,"parent":14660,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-57133","page","type-page","status-publish","has-post-thumbnail"],"_links":{"self":[{"href":"https:\/\/www.sisinternational.com\/ko\/wp-json\/wp\/v2\/pages\/57133","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sisinternational.com\/ko\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.sisinternational.com\/ko\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.sisinternational.com\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sisinternational.com\/ko\/wp-json\/wp\/v2\/comments?post=57133"}],"version-history":[{"count":17,"href":"https:\/\/www.sisinternational.com\/ko\/wp-json\/wp\/v2\/pages\/57133\/revisions"}],"predecessor-version":[{"id":68907,"href":"https:\/\/www.sisinternational.com\/ko\/wp-json\/wp\/v2\/pages\/57133\/revisions\/68907"}],"up":[{"embeddable":true,"href":"https:\/\/www.sisinternational.com\/ko\/wp-json\/wp\/v2\/pages\/14660"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sisinternational.com\/ko\/wp-json\/wp\/v2\/media\/62381"}],"wp:attachment":[{"href":"https:\/\/www.sisinternational.com\/ko\/wp-json\/wp\/v2\/media?parent=57133"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}