{"id":2362,"date":"2016-05-30T02:12:18","date_gmt":"2016-05-30T02:12:18","guid":{"rendered":"http:\/\/www.gisdeveloper.co.kr\/?p=2362"},"modified":"2017-01-26T21:59:25","modified_gmt":"2017-01-26T12:59:25","slug":"k-means-%ec%95%8c%ea%b3%a0%eb%a6%ac%ec%a6%98-%ea%b5%ac%ed%98%84","status":"publish","type":"post","link":"http:\/\/www.gisdeveloper.co.kr\/?p=2362","title":{"rendered":"K-Means \uc54c\uace0\ub9ac\uc998 \uad6c\ud604"},"content":{"rendered":"<p><P>\uad70\uc9d1\ud654 \uc54c\uace0\ub9ac\uc998(Clustering Algorithm) \uc911 K-Means \uac00 \uc788\uc2b5\ub2c8\ub2e4. K-Means \uc54c\uace0\ub9ac\uc998\uc5d0 \ub300\ud55c \uc124\uba85 \uc774\uc804\uc5d0, \uc2e4\uc81c\ub85c \uad6c\ud604\ub41c K-Means \uc54c\uace0\ub9ac\uc998\uc5d0 \ub300\ud55c \uc2e4\ud589 \uacb0\uacfc\ub97c \ubc14\ub85c \uc124\uba85\ud558\uba74\uc11c \uc790\uc5f0\uc2a4\ub7fd\uac8c K-Means \uc54c\uace0\ub9ac\uc998\uc774 \ubb34\uc5c7\uc778\uc9c0 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. \uc544\ub798\ub294 K-Means \uc54c\uace0\ub9ac\uc998\uc744 \uc2e4\ud589\ud558\uae30 \uc704\ud574 \uc785\ub825\ud55c \ud3ec\uc778\ud2b8 \ub370\uc774\ud130\uc785\ub2c8\ub2e4. SHP \ud30c\uc77c\uc744 \ud1b5\ud574 \uc785\ub825 \ubc1b\uc558\uc2b5\ub2c8\ub2e4.<\/P><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" src=\"http:\/\/www.gisdeveloper.co.kr\/wp-content\/uploads\/1\/1341800429.png\" \/><\/p>\n<p><P>\uc704\uc758 \uc774\ubbf8\uc9c0\ucc98\ub7fc \uacf5\uac04\uc0c1\uc5d0 \ubb34\uc218\ud788, \uc8fc\uad00\uc801 \ud574\uc11d\uc774\uae34 \ud558\uc9c0\ub9cc \uc758\ubbf8 \uc5c6\uc774 \ubd84\ud3ec\ub418\uc5b4 \uc788\ub294 \ud3ec\uc778\ud2b8\ub4e4\uc5d0 \ub300\ud574\uc11c \uc5b4\ub5a4 \uc5f0\uad00 \uad00\uacc4\uc5d0 \ub300\ud55c \ud2b9\uc131\uc744 \ubd80\uc5ec\ud568\uc73c\ub85c\uc368 \uba87\uac1c\ub85c \ubb36\uc744 \uc218 \uc788\ub294\ub370\uc694. \uc774\ucc98\ub7fc \ubb36\ub294\ub2e4\ub77c\ub294 \uac83\uc744 \uadf8\ub8f9\ud551, \ud074\ub7ec\uc2a4\ud130\ub9c1\uc774\ub77c\uace0 \ud569\ub2c8\ub2e4. K-Means \uc54c\uace0\ub9ac\uc998\uc5d0\uc11c \uba87\uac1c(K\uac1c)\ub85c \ubb36\uc744\uc9c0\ub97c \uc9c0\uc815\ud558\uc5ec \uc6d0\ud558\ub294 \uac1c\uc218 \ub9cc\ud07c \ud074\ub7ec\uc2a4\ud130\ub9c1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc544\ub798\uc758 \ud654\uba74\uc740 K-Means \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud558\uc5ec 12\uac1c\uc758 \uadf8\ub8f9\uc73c\ub85c \uacf5\uac04\uc0c1\uc758 \ud3ec\uc778\ud2b8\ub97c \ubb36\uc740 \uacb0\uacfc\uc785\ub2c8\ub2e4.<\/P><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" src=\"http:\/\/www.gisdeveloper.co.kr\/wp-content\/uploads\/1\/1049706414.png\" \/><\/p>\n<p><P>\uc55e\uc11c \ud3ec\uc778\ud2b8\ub97c \uadf8\ub8f9\uc73c\ub85c \ubb36\uc744 \ub54c \uc5b4\ub5a4 \uad00\uacc4\uc5d0 \ub300\ud55c \ud2b9\uc131\uc744 \ubd80\uc5ec\ud55c\ub2e4\uace0 \ud558\uc600\ub294\ub370\uc694. \uc704\uc758 \ud654\uba74\uc5d0\uc11c\ub294 \uadf8 \ud2b9\uc131\uc744 \uac70\ub9ac(Distance)\ub85c \ud558\uc600\uc2b5\ub2c8\ub2e4. \uc989, \uac70\ub9ac \uc0c1\uc73c\ub85c \uac00\uae4c\uc6b4 \ud3ec\uc778\ud2b8\ub4e4\uc744 \uadf8\ub8f9\uc73c\ub85c \ubb36\ub294 \uac83\uc785\ub2c8\ub2e4.<\/P><\/p>\n<p><P>\uc774\ucc98\ub7fc \uc774\ubbf8 \ud655\ubcf4\ud55c \uc218 \ub9ce\uc740 \uacf5\uac04\uc0c1\uc758 \ub370\uc774\ud130\ub97c \uadf8\ub8f9\ud551\ud558\uc5ec \ub193\ub294\ub2e4\uba74, \uc0c8\ub85c\uc6b4 \ud3ec\uc778\ud2b8\uc5d0 \ub300\ud574\uc11c \uc5b4\ub290 \uadf8\ub8f9\uc5d0 \ud3ec\ud568\ub418\ub294\uc9c0\uc5d0 \ub300\ud55c \ud574\uc11d\uc774 \ub9e4\uc6b0 \ube60\ub974\uac8c \ubd84\ub958\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ubbf8 \ud655\ubcf4\ud55c \ub370\uc774\ud130\uac00 \ub9ce\uc73c\uba74 \ub9ce\uc744 \uc218\ub85d, \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \ud574\uc11d\uc774 \ubcf4\ub2e4 \ub354 \uc815\ud655\ud560 \uc218 \uc788\uaca0\uc8e0.<\/P><\/p>\n<p><P>\uc544\ub798\ub294 K-Means \uc54c\uace0\ub9ac\uc998\uc744 \uad6c\ud604\ud55c C# \uc18c\uc2a4\ucf54\ub4dc\uc774\uba70, \ub4c0\ub77c\ub9f5(DuraMap-Xr)\uc744 \uc774\uc6a9\ud558\uc5ec K-Means \uc54c\uace0\ub9ac\uc998\uc5d0 \ud544\uc694\ud55c \ud3ec\uc778\ud2b8 \ub370\uc774\ud130\ub97c SHP \ud30c\uc77c\ub85c\ubd80\ud130 \uc77d\uc5b4 \ub4e4\uc774\uace0 \uadf8 \uacb0\uacfc\ub97c \uc2dc\uac01\ud654 \ud558\uc600\uc2b5\ub2c8\ub2e4.<\/P><\/p>\n<p style='text-align:center'><a href=\"http:\/\/www.gisdeveloper.co.kr\/wp-content\/uploads\/1\/1360121223.zip\"><img width='64' src='\/images\/download.svg' \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uad70\uc9d1\ud654 \uc54c\uace0\ub9ac\uc998(Clustering Algorithm) \uc911 K-Means \uac00 \uc788\uc2b5\ub2c8\ub2e4. K-Means \uc54c\uace0\ub9ac\uc998\uc5d0 \ub300\ud55c \uc124\uba85 \uc774\uc804\uc5d0, \uc2e4\uc81c\ub85c \uad6c\ud604\ub41c K-Means \uc54c\uace0\ub9ac\uc998\uc5d0 \ub300\ud55c \uc2e4\ud589 \uacb0\uacfc\ub97c \ubc14\ub85c \uc124\uba85\ud558\uba74\uc11c \uc790\uc5f0\uc2a4\ub7fd\uac8c K-Means \uc54c\uace0\ub9ac\uc998\uc774 \ubb34\uc5c7\uc778\uc9c0 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. \uc544\ub798\ub294 K-Means \uc54c\uace0\ub9ac\uc998\uc744 \uc2e4\ud589\ud558\uae30 \uc704\ud574 \uc785\ub825\ud55c \ud3ec\uc778\ud2b8 \ub370\uc774\ud130\uc785\ub2c8\ub2e4. SHP \ud30c\uc77c\uc744 \ud1b5\ud574 \uc785\ub825 \ubc1b\uc558\uc2b5\ub2c8\ub2e4. \uc704\uc758 \uc774\ubbf8\uc9c0\ucc98\ub7fc \uacf5\uac04\uc0c1\uc5d0 \ubb34\uc218\ud788, \uc8fc\uad00\uc801 \ud574\uc11d\uc774\uae34 \ud558\uc9c0\ub9cc \uc758\ubbf8 \uc5c6\uc774 \ubd84\ud3ec\ub418\uc5b4 \uc788\ub294 \ud3ec\uc778\ud2b8\ub4e4\uc5d0 \ub300\ud574\uc11c \uc5b4\ub5a4 \uc5f0\uad00 \uad00\uacc4\uc5d0 &hellip; <\/p>\n<p class=\"link-more\"><a href=\"http:\/\/www.gisdeveloper.co.kr\/?p=2362\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;K-Means \uc54c\uace0\ub9ac\uc998 \uad6c\ud604&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"class_list":["post-2362","post","type-post","status-publish","format-standard","hentry","category-algorithms"],"_links":{"self":[{"href":"http:\/\/www.gisdeveloper.co.kr\/index.php?rest_route=\/wp\/v2\/posts\/2362","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.gisdeveloper.co.kr\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.gisdeveloper.co.kr\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.gisdeveloper.co.kr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.gisdeveloper.co.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2362"}],"version-history":[{"count":1,"href":"http:\/\/www.gisdeveloper.co.kr\/index.php?rest_route=\/wp\/v2\/posts\/2362\/revisions"}],"predecessor-version":[{"id":2673,"href":"http:\/\/www.gisdeveloper.co.kr\/index.php?rest_route=\/wp\/v2\/posts\/2362\/revisions\/2673"}],"wp:attachment":[{"href":"http:\/\/www.gisdeveloper.co.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2362"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.gisdeveloper.co.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2362"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.gisdeveloper.co.kr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2362"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}