{"id":29187,"date":"2023-08-24T08:57:57","date_gmt":"2023-08-24T11:57:57","guid":{"rendered":"https:\/\/mindthegraph.com\/blog\/one-way-anova-copy\/"},"modified":"2023-08-24T09:33:43","modified_gmt":"2023-08-24T12:33:43","slug":"cluster-analysis","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/ko\/%ed%81%b4%eb%9f%ac%ec%8a%a4%ed%84%b0-%eb%b6%84%ec%84%9d\/","title":{"rendered":"\ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc758 \uac15\ub825\ud55c \uae30\ub2a5 \ud65c\uc6a9\ud558\uae30"},"content":{"rendered":"<p>\ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uc744 \uc2dd\ubcc4\ud558\ub294 \ud6a8\uc728\uc801\uc778 \ubc29\ubc95\uc740 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130\ub9c1\uc740 \uc720\uc0ac\ud55c \uac1c\uccb4\ub098 \uad00\uce21\uac12\uc744 \ud2b9\uc9d5\uc774\ub098 \ud2b9\uc131\uc5d0 \ub530\ub77c \ubd84\ub958\ud558\ub294 \ud504\ub85c\uc138\uc2a4\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\uc5d0\uc11c \ud074\ub7ec\uc2a4\ud130\ub97c \uc2dd\ubcc4\ud558\uace0 \uadf8 \uae30\ubcf8 \uad6c\uc870\uc5d0 \ub300\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uc74c\uc73c\ub85c\uc368 \ub370\uc774\ud130\uc758 \uc228\uaca8\uc9c4 \uad00\uacc4\ub97c \ubc1c\uacac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc740 \ub9c8\ucf00\ud305\uc5d0\uc11c \uc0dd\ubb3c\ud559, \uc0ac\ud68c\uacfc\ud559\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0 \uc801\uc6a9\ub429\ub2c8\ub2e4. \uad6c\ub9e4 \uc2b5\uad00\uc5d0 \ub530\ub77c \uace0\uac1d\uc744 \uc138\ubd84\ud654\ud558\uac70\ub098, \uc720\uc804\uc790 \ubc1c\ud604 \ud328\ud134\uc5d0 \ub530\ub77c \uc720\uc804\uc790\ub97c \uadf8\ub8f9\ud654\ud558\uac70\ub098, \uc131\uaca9 \ud2b9\uc131\uc5d0 \ub530\ub77c \uac1c\uc778\uc744 \ubd84\ub958\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774 \ube14\ub85c\uadf8\uc5d0\uc11c\ub294 \ub370\uc774\ud130\uc5d0 \uc801\ud569\ud55c \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc720\ud615\uc744 \uc778\uc2dd\ud558\ub294 \ubc29\ubc95, \uc801\uc808\ud55c \ud074\ub7ec\uc2a4\ud130\ub9c1 \ubc29\ubc95\uc744 \uc120\ud0dd\ud558\ub294 \ubc29\ubc95, \uacb0\uacfc\ub97c \ud574\uc11d\ud558\ub294 \ubc29\ubc95 \ub4f1 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc758 \uae30\ubcf8\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubd05\ub2c8\ub2e4. \ub610\ud55c \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc758 \uba87 \uac00\uc9c0 \ud568\uc815\uacfc \ubb38\uc81c\uc810, \uadf8\ub9ac\uace0 \uc774\ub97c \uadf9\ubcf5\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \ud301\ub3c4 \ub17c\uc758\ud560 \uac83\uc785\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc740 \ub370\uc774\ud130 \uacfc\ud559\uc790, \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d\uac00, \uc5f0\uad6c\uc6d0\uc774\ub4e0 \uc0c1\uad00\uc5c6\uc774 \ub370\uc774\ud130\uc758 \uc7a0\uc7ac\ub825\uc744 \ucd5c\ub300\ud55c \ud65c\uc6a9\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-cluster-analysis-what-is-it\">\ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d: \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc774\ub780?<\/h2>\n\n\n\n<p>\ud1b5\uacc4\uc801 \uad70\uc9d1 \ubd84\uc11d\uc740 \ube44\uad50 \uac00\ub2a5\ud55c \uad00\uce21\uac12 \ub610\ub294 \ub370\uc774\ud130 \uc9d1\ud569\uc758 \ud2b9\uc131\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub4e4\uc744 \uad70\uc9d1\uc73c\ub85c \uadf8\ub8f9\ud654\ud569\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc5d0\uc11c \ub3d9\uc9c8\uc131\uacfc \uc774\uc9c8\uc131\uc740 \ud074\ub7ec\uc2a4\ud130\uc758 \ub0b4\ubd80 \ubc0f \uc678\ubd80 \uc18d\uc131\uc73c\ub85c \uc815\uc758\ub429\ub2c8\ub2e4. \uc989, \ud074\ub7ec\uc2a4\ud130 \uac1d\uccb4\ub294 \uc11c\ub85c \uc720\uc0ac\ud574\uc57c \ud558\uc9c0\ub9cc \ub2e4\ub978 \ud074\ub7ec\uc2a4\ud130\uc758 \uac1d\uccb4\uc640\ub294 \ub2ec\ub77c\uc57c \ud569\ub2c8\ub2e4. \uc801\uc808\ud55c \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc54c\uace0\ub9ac\uc998\uc744 \uc120\ud0dd\ud558\uace0, \uc720\uc0ac\ub3c4 \uce21\uc815\uac12\uc744 \uc815\uc758\ud558\uace0, \uacb0\uacfc\ub97c \ud574\uc11d\ud574\uc57c \ud569\ub2c8\ub2e4. \ub9c8\ucf00\ud305, \uc0dd\ubb3c\ud559, \uc0ac\ud68c\uacfc\ud559 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \uad6c\uc870\uc5d0 \ub300\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uc73c\ub824\uba74 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc758 \uae30\ubcf8 \uc0ac\ud56d\uc744 \uc774\ud574\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub807\uac8c \ud558\uba74 \ud6c8\ub828\ub418\uc9c0 \uc54a\uc740 \ub208\uc5d0\ub294 \uc27d\uac8c \ub4dc\ub7ec\ub098\uc9c0 \uc54a\ub294 \uae30\ubcf8 \ud328\ud134\uc744 \ubc1c\uacac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-there-are-various-types-of-cluster-algorithms\">\ub2e4\uc591\ud55c \uc720\ud615\uc758 \ud074\ub7ec\uc2a4\ud130 \uc54c\uace0\ub9ac\uc998\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/h2>\n\n\n\n<p>\ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc740 \ub2e4\uc591\ud55c \ud074\ub7ec\uc2a4\ud130 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac00\uc7a5 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 \ud074\ub7ec\uc2a4\ud130\ub9c1 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. <strong>\uacc4\uce35\uc801 \ud074\ub7ec\uc2a4\ud130\ub9c1, \ud30c\ud2f0\uc154\ub2dd \ud074\ub7ec\uc2a4\ud130\ub9c1, \ubc00\ub3c4 \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1 \ubc0f \ubaa8\ub378 \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1<\/strong>. \ub370\uc774\ud130 \uc720\ud615 \ubc0f \ud074\ub7ec\uc2a4\ud130\ub9c1 \ubaa9\ud45c \uce21\uba74\uc5d0\uc11c \uac01 \uc54c\uace0\ub9ac\uc998\uc5d0\ub294 \uc7a5\ub2e8\uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c \uc54c\uace0\ub9ac\uc998\uc744 \uacb0\uc815\ud558\ub824\uba74 \uc774\ub7ec\ud55c \uc54c\uace0\ub9ac\uc998 \uac04\uc758 \ucc28\uc774\uc810\uc744 \uc774\ud574\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-connectivity-based-clustering-hierarchical-clustering\">\uc5f0\uacb0 \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1(\uacc4\uce35\uc801 \ud074\ub7ec\uc2a4\ud130\ub9c1)<\/h3>\n\n\n\n<p>\uacc4\uce35\uc801 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc774\ub77c\uace0\ub3c4 \ud558\ub294 \uc5f0\uacb0\uc131 \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc5d0\uc11c\ub294 \uc720\uc0ac\ud55c \uac1c\uccb4\uac00 \uc911\ucca9\ub41c \ud074\ub7ec\uc2a4\ud130\ub85c \ud568\uaed8 \uadf8\ub8f9\ud654\ub429\ub2c8\ub2e4. \uc774 \ubc29\ubc95\uc744 \ud1b5\ud574 \uc791\uc740 \ud074\ub7ec\uc2a4\ud130\ub294 \uc720\uc0ac\uc131 \ub610\ub294 \uadfc\uc811\uc131\uc5d0 \ub530\ub77c \ubc18\ubcf5\uc801\uc73c\ub85c \ub354 \ud070 \ud074\ub7ec\uc2a4\ud130\ub85c \ubcd1\ud569\ub429\ub2c8\ub2e4. \ub374\ub4dc\ub85c\uadf8\ub7a8\uc740 \ub098\ubb34\uc640 \uc720\uc0ac\ud55c \uad6c\uc870\ub97c \uc81c\uacf5\ud558\uc5ec \ub370\uc774\ud130 \uc9d1\ud569\uc758 \uac1c\uccb4 \uac04\uc758 \uad00\uacc4\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc5f0\uacb0\uc131 \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc758 \ud074\ub7ec\uc2a4\ud130\ub9c1 \ubc29\ubc95\uc740 \uac1c\uccb4\uac00 \uac00\uc7a5 \uac00\uae4c\uc6b4 \ub3d9\ub8cc\uc640 \uc5f0\uc18d\uc801\uc73c\ub85c \ubcd1\ud569\ub418\ub294 \uc751\uc9d1\uc131 \ub610\ub294 \uac1c\uccb4\uac00 \ub3d9\uc77c\ud55c \ud074\ub7ec\uc2a4\ud130\uc5d0\uc11c \uc2dc\uc791\ud558\uc5ec \uc7ac\uadc0\uc801\uc73c\ub85c \ub354 \uc791\uc740 \ud074\ub7ec\uc2a4\ud130\ub85c \ubd84\ud560\ub418\ub294 \ubd84\ud560\uc131 \uc911 \ud558\ub098\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc811\uadfc \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud558\uba74 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \uc790\uc5f0\uc2a4\ub7ec\uc6b4 \uadf8\ub8f9\ud654\ub97c \uc2dd\ubcc4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-centroid-based-clustering\">\uc13c\ud130 \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1<\/h3>\n\n\n\n<p>\uc911\uc2ec \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc740 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\uac00 \ud074\ub7ec\uc2a4\ud130 \uc911\uc2ec\uacfc\uc758 \uadfc\uc811\uc131\uc5d0 \ub530\ub77c \ud074\ub7ec\uc2a4\ud130\uc5d0 \ud560\ub2f9\ub418\ub294 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc54c\uace0\ub9ac\uc998 \uc720\ud615\uc785\ub2c8\ub2e4. \uc911\uc2ec \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc744 \uc0ac\uc6a9\ud558\uba74 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\uac00 \uc911\uc2ec\uc744 \uc911\uc2ec\uc73c\ub85c \ud074\ub7ec\uc2a4\ud130\ub9c1\ub418\uc5b4 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\uc640 \uc911\uc2ec \uc0ac\uc774\uc758 \uac70\ub9ac\uac00 \ucd5c\uc18c\ud654\ub429\ub2c8\ub2e4. \uc218\ub834\ud560 \ub54c\uae4c\uc9c0 \uc911\uc2ec \uc704\uce58\ub97c \ubc18\ubcf5\uc801\uc73c\ub85c \uc5c5\ub370\uc774\ud2b8\ud558\ub294 \uac83\uc774 \uac00\uc7a5 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 \uc911\uc2ec \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc54c\uace0\ub9ac\uc998\uc778 K-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc758 \ud2b9\uc9d5\uc785\ub2c8\ub2e4. \uc911\uc2ec \uc704\uce58 \ubc0f \ubd84\uc0b0\uc5d0 \uae30\ubc18\ud55c \ud074\ub7ec\uc2a4\ud130\ub9c1\uc740 \ud6a8\uc728\uc801\uc774\uace0 \ube60\ub978 \ubc29\ubc95\uc774\uc9c0\ub9cc \ucd08\uae30 \uc911\uc2ec \uc704\uce58\uc5d0 \ubbfc\uac10\ud558\uac8c \ubc18\uc751\ud558\ub294 \ub4f1 \uba87 \uac00\uc9c0 \ud55c\uacc4\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-distribution-based-clustering\">\ubc30\ud3ec \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1<\/h3>\n\n\n\n<p>\ubd84\ud3ec \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc5d0\uc11c\ub294 \ub370\uc774\ud130 \ubd84\ud3ec\ub97c \uac00\uc815\ud558\uc5ec \ud074\ub7ec\uc2a4\ud130\ub97c \uc2dd\ubcc4\ud569\ub2c8\ub2e4. \uac01 \ud074\ub7ec\uc2a4\ud130\ub294 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\ub97c \uc0dd\uc131\ud558\ub294 \ub370 \uc0ac\uc6a9\ub41c \ub2e4\uc591\ud55c \ud655\ub960 \ubd84\ud3ec \uc911 \ud558\ub098\uc5d0 \ud574\ub2f9\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\ub294 \ubd84\ud3ec\uc758 \ub9e4\uac1c \ubcc0\uc218\ub97c \ucd94\uc815\ud558\ub294 \ubd84\ud3ec \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc5d0 \ub530\ub77c \uac00\uc7a5 \ub192\uc740 \uac00\ub2a5\uc131\uc744 \uac00\uc9c4 \ubd84\ud3ec\uc5d0 \ud574\ub2f9\ud558\ub294 \ud074\ub7ec\uc2a4\ud130\uc5d0 \ud560\ub2f9\ub429\ub2c8\ub2e4. \ubd84\ud3ec \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc54c\uace0\ub9ac\uc998\uc5d0\ub294 \uac00\uc6b0\uc2a4 \ud63c\ud569 \ubaa8\ub378(GMM)\uacfc \uae30\ub300 \ucd5c\ub300\ud654 \uc54c\uace0\ub9ac\uc998(EM)\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ubd84\ud3ec \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc740 \ud074\ub7ec\uc2a4\ud130 \ubc00\ub3c4 \ubc0f \uc911\ucca9\uc5d0 \ub300\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc798 \uc815\uc758\ub418\uace0 \ub69c\ub837\ud55c \ud074\ub7ec\uc2a4\ud130\ub97c \uac00\uc9c4 \ub370\uc774\ud130\uc5d0 \uc801\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-density-based-clustering\">\ubc00\ub3c4 \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1<\/h3>\n\n\n\n<p>\uac1c\uccb4\ub294 \ubc00\ub3c4 \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc5d0\uc11c \uadfc\uc811\uc131 \ubc0f \ubc00\ub3c4\uc5d0 \ub530\ub77c \uadf8\ub8f9\ud654\ub429\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130\ub294 \ubc18\uacbd \ub610\ub294 \uc8fc\ubcc0 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\uc758 \ubc00\ub3c4\ub97c \ube44\uad50\ud558\uc5ec \ud615\uc131\ub429\ub2c8\ub2e4. \uc774 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uba74 \uc784\uc758\uc758 \ubaa8\uc591\uc758 \ud074\ub7ec\uc2a4\ud130\ub97c \uc2dd\ubcc4\ud558\uace0 \ub178\uc774\uc988\uc640 \uc774\uc0c1\uac12\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ubbf8\uc9c0 \ubd84\ud560, \ud328\ud134 \uc778\uc2dd, \uc774\uc0c1 \uac10\uc9c0 \ub4f1 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \ubc00\ub3c4 \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc54c\uace0\ub9ac\uc998\uc758 \uc720\uc6a9\uc131\uc774 \uc785\uc99d\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc54c\uace0\ub9ac\uc998 \uc911 \ud558\ub098\uac00 DBSCAN(\ubc00\ub3c4 \uae30\ubc18 \ub178\uc774\uc988\uac00 \uc788\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uacf5\uac04 \ud074\ub7ec\uc2a4\ud130\ub9c1)\uc785\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ub370\uc774\ud130 \ubc00\ub3c4\uc640 \ub9e4\uac1c\ubcc0\uc218 \uc120\ud0dd\uc740 \ubc00\ub3c4 \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc758 \ud55c\uacc4\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-grid-based-clustering\">\uadf8\ub9ac\ub4dc \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1<\/h3>\n\n\n\n<p>\uace0\ucc28\uc6d0 \ud2b9\uc9d5\uc774 \uc788\ub294 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc9d1\ud569\uc740 \uadf8\ub9ac\ub4dc \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud074\ub7ec\uc2a4\ud130\ub9c1\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\ub294 \ud2b9\uc9d5 \uacf5\uac04\uc744 \uc140 \uadf8\ub9ac\ub4dc\ub85c \ub098\ub208 \ud6c4 \uc774\ub97c \ud3ec\ud568\ud558\ub294 \uc140\uc5d0 \ud560\ub2f9\ub429\ub2c8\ub2e4. \uadfc\uc811\uc131 \ubc0f \uc720\uc0ac\uc131\uc744 \uae30\uc900\uc73c\ub85c \uc140\uc744 \ubcd1\ud569\ud558\uc5ec \uacc4\uce35\uc801 \ud074\ub7ec\uc2a4\ud130 \uad6c\uc870\ub97c \ub9cc\ub4ed\ub2c8\ub2e4. \uadf8\ub9ac\ub4dc \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc740 \ubaa8\ub4e0 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\ub97c \uace0\ub824\ud558\ub294 \ub300\uc2e0 \uad00\ub828 \uc140\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd94\uae30 \ub54c\ubb38\uc5d0 \ud6a8\uc728\uc801\uc774\uace0 \ud655\uc7a5\uc131\uc774 \ub6f0\uc5b4\ub0a9\ub2c8\ub2e4. \ub610\ud55c \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ubd84\ud3ec\ub97c \uc218\uc6a9\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \uc140 \ud06c\uae30\uc640 \ubaa8\uc591\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub9ac\ub4dc \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc740 \uace0\uc815\ub41c \uadf8\ub9ac\ub4dc \uad6c\uc870\ub85c \uc778\ud574 \ubc00\ub3c4\uac00 \ub2e4\ub974\uac70\ub098 \ubaa8\uc591\uc774 \ubd88\uaddc\uce59\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\ub294 \ud6a8\uacfc\uc801\uc774\uc9c0 \uc54a\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-evaluations-and-assessment-of-cluster\">\ud074\ub7ec\uc2a4\ud130 \ud3c9\uac00 \ubc0f \ud3c9\uac00<\/h2>\n\n\n\n<p>\ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc744 \uc218\ud589\ud558\ub824\uba74 \ud074\ub7ec\uc2a4\ud130\ub9c1 \uacb0\uacfc\uc758 \ud488\uc9c8\uc744 \ud3c9\uac00\ud558\uace0 \ud3c9\uac00\ud574\uc57c \ud569\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130\uac00 \uc758\ub3c4\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc758\ubbf8 \uc788\uace0 \uc720\uc6a9\ud55c\uc9c0 \ud655\uc778\ud558\ub824\uba74 \uc774\ub7ec\ud55c \ub370\uc774\ud130 \uc694\uc18c\ub97c \ud074\ub7ec\uc2a4\ud130\ubcc4\ub85c \uad6c\ubd84\ud574\uc57c \ud569\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130\uc758 \ud488\uc9c8\uc740 \ud074\ub7ec\uc2a4\ud130 \ub0b4 \ub610\ub294 \ud074\ub7ec\uc2a4\ud130 \uac04\uc758 \ubcc0\ub3d9, \uc2e4\ub8e8\uc5e3 \uc810\uc218, \ud074\ub7ec\uc2a4\ud130 \uc720\ud6a8\uc131 \uc9c0\uc218\ub97c \ube44\ub86f\ud55c \ub2e4\uc591\ud55c \uba54\ud2b8\ub9ad\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud3c9\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130\ub9c1 \uacb0\uacfc\uc758 \uac80\uc0ac\ub97c \ud1b5\ud574 \ud074\ub7ec\uc2a4\ud130\uc758 \ud488\uc9c8\uc744 \uc2dc\uac01\uc801\uc73c\ub85c \ud655\uc778\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130 \ud3c9\uac00\uac00 \uc131\uacf5\uc801\uc73c\ub85c \uc774\ub8e8\uc5b4\uc9c0\ub824\uba74 \ud074\ub7ec\uc2a4\ud130\ub9c1 \ub9e4\uac1c\ubcc0\uc218\ub97c \uc870\uc815\ud558\uac70\ub098 \ub2e4\ub978 \ud074\ub7ec\uc2a4\ud130\ub9c1 \ubc29\ubc95\uc744 \uc2dc\ub3c4\ud574\uc57c \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130\ub97c \uc62c\ubc14\ub974\uac8c \ud3c9\uac00\ud558\uace0 \ud3c9\uac00\ud568\uc73c\ub85c\uc368 \uc815\ud655\ud558\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc744 \ucd09\uc9c4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-internal-evaluation\">\ub0b4\ubd80 \ud3c9\uac00<\/h3>\n\n\n\n<p>\uc120\ud0dd\ud55c \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc54c\uace0\ub9ac\uc998\uc5d0 \uc758\ud574 \uc0dd\uc131\ub41c \ud074\ub7ec\uc2a4\ud130\uc5d0 \ub300\ud55c \ub0b4\ubd80 \ud3c9\uac00\ub294 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d \ud504\ub85c\uc138\uc2a4\uc5d0\uc11c \uc911\uc694\ud55c \ub2e8\uacc4\uc785\ub2c8\ub2e4. \ucd5c\uc801\uc758 \ud074\ub7ec\uc2a4\ud130 \uc218\ub97c \uc120\ud0dd\ud558\uace0 \ud074\ub7ec\uc2a4\ud130\uac00 \uc758\ubbf8 \uc788\uace0 \uacac\uace0\ud55c\uc9c0 \ud310\ub2e8\ud558\uae30 \uc704\ud574 \ub0b4\ubd80 \ud3c9\uac00\uac00 \uc218\ud589\ub429\ub2c8\ub2e4. \ub0b4\ubd80 \ud3c9\uac00\uc5d0 \uc0ac\uc6a9\ub418\ub294 \uc9c0\ud45c\ub85c\ub294 \uce7c\ub9b0\uc2a4\ud0a4-\ud558\ub77c\ubc14\uc2a4 \uc9c0\uc218, \ub370\uc774\ube44\uc2a4-\ubcfc\ub518 \uc9c0\uc218, \uc2e4\ub8e8\uc5e3 \uacc4\uc218 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc9c0\ud45c\ub97c \ud1b5\ud574 \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc54c\uace0\ub9ac\uc998\uacfc \ub9e4\uac1c\ubcc0\uc218 \uc124\uc815\uc744 \ube44\uad50\ud558\uace0 \uc774\ub7ec\ud55c \uc9c0\ud45c\ub97c \uae30\uc900\uc73c\ub85c \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc194\ub8e8\uc158\uc744 \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130\ub9c1 \uacb0\uacfc\uc758 \uc720\ud6a8\uc131\uacfc \uc2e0\ub8b0\uc131\uc744 \ubcf4\uc7a5\ud558\uace0 \uc774\ub97c \uae30\ubc18\uc73c\ub85c \ub370\uc774\ud130 \uae30\ubc18 \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9ac\ub824\uba74 \ub0b4\ubd80 \ud3c9\uac00\ub97c \uc218\ud589\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-external-evaluation\">\uc678\ubd80 \ud3c9\uac00<\/h3>\n\n\n\n<p>\ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d \ud504\ub85c\uc138\uc2a4\uc758 \uc77c\ubd80\ub85c\uc11c \uc678\ubd80 \ud3c9\uac00\ub294 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130\ub97c \uc2dd\ubcc4\ud558\uace0 \ud074\ub7ec\uc2a4\ud130\uc758 \uc720\ud6a8\uc131\uacfc \uc720\uc6a9\uc131\uc744 \ud3c9\uac00\ud558\ub294 \uac83\uc774 \uc774 \ud504\ub85c\uc138\uc2a4\uc758 \uc77c\ubd80\uc785\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130\ub97c \ubd84\ub958 \ub610\ub294 \uc77c\ub828\uc758 \uc804\ubb38\uac00 \ud310\ub2e8\uacfc \uac19\uc740 \uc678\ubd80 \uce21\uc815\uac12\uacfc \ube44\uad50\ud568\uc73c\ub85c\uc368 \uc678\ubd80 \ud3c9\uac00\uac00 \uc218\ud589\ub429\ub2c8\ub2e4. \uc678\ubd80 \ud3c9\uac00\uc758 \ud575\uc2ec \ubaa9\ud45c\ub294 \ud074\ub7ec\uc2a4\ud130\uac00 \uc720\uc758\ubbf8\ud55c\uc9c0, \uacb0\uacfc\ub97c \uc608\uce21\ud558\uace0 \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294\uc9c0 \uc5ec\ubd80\ub97c \uacb0\uc815\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc678\ubd80 \ud3c9\uac00\ub294 \uc815\ud655\ub3c4, \uc815\ubc00\ub3c4, \ub9ac\ucf5c \ubc0f F1 \uc810\uc218\uc640 \uac19\uc740 \uc5ec\ub7ec \uba54\ud2b8\ub9ad\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d \uacb0\uacfc\ub97c \uc678\ubd80\uc5d0\uc11c \ud3c9\uac00\ud558\uba74 \uc2e0\ub8b0\ud560 \uc218 \uc788\uace0 \uc2e4\uc81c \uc801\uc6a9\uc774 \uac00\ub2a5\ud55c \uac83\uc73c\ub85c \ud310\ub2e8\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-cluster-tendency\">\ud074\ub7ec\uc2a4\ud130 \uacbd\ud5a5<\/h3>\n\n\n\n<p>\ub370\uc774\ud130 \uc9d1\ud569\uc5d0\ub294 \ud074\ub7ec\uc2a4\ud130\ub97c \ud615\uc131\ud558\ub294 \uace0\uc720\ud55c \uacbd\ud5a5\uc774 \uc788\ub294\ub370, \uc774\ub97c \ud074\ub7ec\uc2a4\ud130 \uacbd\ud5a5\uc774\ub77c\uace0 \ud569\ub2c8\ub2e4. \uc774 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uba74 \ub370\uc774\ud130\uac00 \uc790\uc5f0\uc801\uc73c\ub85c \ud074\ub7ec\uc2a4\ud130\ub9c1\ub418\ub294\uc9c0 \uc5ec\ubd80\uc640 \uc0ac\uc6a9\ud560 \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc54c\uace0\ub9ac\uc998, \uc0ac\uc6a9\ud560 \ud074\ub7ec\uc2a4\ud130\uc758 \uc218\ub97c \uacb0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2dc\uac01\uc801 \uac80\uc0ac, \ud1b5\uacc4\uc801 \ud14c\uc2a4\ud2b8, \ucc28\uc6d0 \ucd95\uc18c \uae30\ubc95\uc744 \ubaa8\ub450 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \uc9d1\ud569\uc758 \ud074\ub7ec\uc2a4\ud130 \uacbd\ud5a5\uc744 \uacb0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5d8\ubcf4 \ubc29\ubc95, \uc2e4\ub8e8\uc5e3 \ubd84\uc11d, \ud649\ud0a8\uc2a4 \ud1b5\uacc4 \ub4f1 \ub2e4\uc591\ud55c \uae30\ubc95\uc774 \ud074\ub7ec\uc2a4\ud130 \uacbd\ud5a5\uc744 \uc2dd\ubcc4\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ub370\uc774\ud130 \uc9d1\ud569\uc758 \uad70\uc9d1 \uacbd\ud5a5\uc744 \uc774\ud574\ud558\uba74 \ucd5c\uc801\uc758 \ud074\ub7ec\uc2a4\ud130\ub9c1 \ubc29\ubc95\uc744 \uc120\ud0dd\ud558\uace0 \uacfc\uc801\ud569 \ubc0f \uacfc\uc18c\uc801\ud569\uc744 \ud53c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-application-of-cluster-analysis\">\ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d \uc801\uc6a9<\/h2>\n\n\n\n<p>\ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\ub294 \uac70\uc758 \ubaa8\ub4e0 \ubd84\uc57c\uc5d0\uc11c \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub9c8\ucf00\ud305\uc5d0\uc11c \uad70\uc9d1 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\uba74 \uad6c\ub9e4 \ud589\ub3d9\uc774\ub098 \uc778\uad6c \ud1b5\uacc4\ub97c \uae30\ubc18\uc73c\ub85c \uace0\uac1d \uc138\uadf8\uba3c\ud2b8\ub97c \uc2dd\ubcc4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\ubb3c\ud559\uc5d0\uc11c\ub294 \uc720\uc804\uc790\ub97c \uae30\ub2a5\uc774\ub098 \ubc1c\ud604 \ud328\ud134\uc5d0 \ub530\ub77c \uadf8\ub8f9\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc0ac\ud68c \uacfc\ud559\uc5d0\uc11c\ub294 \ud0dc\ub3c4\uc640 \uc2e0\ub150\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac1c\uc778\uc758 \ud558\uc704 \uadf8\ub8f9\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4. \uad70\uc9d1 \ubd84\uc11d\uc740 \uc774\uc0c1 \uc9d5\ud6c4 \ud0d0\uc9c0 \ubc0f \uc0ac\uae30 \ud0d0\uc9c0\ubfd0\ub9cc \uc544\ub2c8\ub77c \uc774\uc0c1\uac12\uacfc \uc0ac\uae30\ub97c \ud0d0\uc9c0\ud558\ub294 \ub370\ub3c4 \uc720\uc6a9\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \uad6c\uc870\uc5d0 \ub300\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c \ud5a5\ud6c4 \ubd84\uc11d\uc744 \uc548\ub0b4\ud558\ub294 \ub370\uc5d0\ub3c4 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc218\ub9ce\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \uc874\uc7ac\ud558\uba70, \ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \uc720\uc6a9\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-biology-computational-biology-and-bioinformatics\">\uc0dd\ubb3c\ud559, \uc804\uc0b0 \uc0dd\ubb3c\ud559 \ubc0f \uc0dd\ubb3c \uc815\ubcf4\ud559<\/h3>\n\n\n\n<p>\uc0dd\ubb3c\uc815\ubcf4\ud559, \uacc4\uc0b0 \uc0dd\ubb3c\ud559, \uc0dd\ubb3c\ud559\uc5d0\uc11c \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc744 \uc810\uc810 \ub354 \ub9ce\uc774 \uc0ac\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac8c\ub188 \ubc0f \ub2e8\ubc31\uc9c8\uccb4 \ub370\uc774\ud130\uac00 \uc810\uc810 \ub354 \ub9ce\uc774 \uc774\uc6a9 \uac00\ub2a5\ud574\uc9d0\uc5d0 \ub530\ub77c \ud328\ud134\uacfc \uad00\uacc4\ub97c \uc2dd\ubcc4\ud574\uc57c \ud560 \ud544\uc694\uc131\uc774 \ucee4\uc84c\uc2b5\ub2c8\ub2e4. \uc720\uc804\uc790 \ubc1c\ud604 \ud328\ud134\uc744 \uadf8\ub8f9\ud654\ud558\uac70\ub098, \uad6c\uc870\uc801 \uc720\uc0ac\uc131\uc5d0 \ub530\ub77c \ub2e8\ubc31\uc9c8\uc744 \uadf8\ub8f9\ud654\ud558\uac70\ub098, \uc784\uc0c1 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud658\uc790\uc758 \ud558\uc704 \uadf8\ub8f9\uc744 \uc2dd\ubcc4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc815\ubcf4\ub294 \ud45c\uc801 \uce58\ub8cc\ubc95\uc744 \uac1c\ubc1c\ud558\uace0, \uc7a0\uc7ac\uc801\uc778 \uc57d\ubb3c \ud45c\uc801\uc744 \uc2dd\ubcc4\ud558\uace0, \uc9c8\ubcd1\uc758 \uadfc\ubcf8 \uba54\ucee4\ub2c8\uc998\uc744 \ub354 \uc798 \uc774\ud574\ud558\ub294 \ub370 \uc0ac\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc740 \uc0dd\ubb3c\ud559, \uacc4\uc0b0 \uc0dd\ubb3c\ud559, \uc0dd\ubb3c \uc815\ubcf4\ud559\uc5d0 \uc801\uc6a9\ud558\uc5ec \ubcf5\uc7a1\ud55c \uc0dd\ubb3c\ud559\uc801 \uc2dc\uc2a4\ud15c\uc5d0 \ub300\ud55c \uc774\ud574\ub97c \ud601\uc2e0\uc801\uc73c\ub85c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-business-and-marketing\">\ube44\uc988\ub2c8\uc2a4 \ubc0f \ub9c8\ucf00\ud305<\/h3>\n\n\n\n<p>\ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc758 \ube44\uc988\ub2c8\uc2a4 \ubc0f \ub9c8\ucf00\ud305 \uc751\uc6a9 \ubd84\uc57c\ub294 \ubb34\uad81\ubb34\uc9c4\ud569\ub2c8\ub2e4. \uc2dc\uc7a5 \uc138\ubd84\ud654\ub294 \ube44\uc988\ub2c8\uc2a4\uc5d0\uc11c \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc758 \uc77c\ubc18\uc801\uc778 \uc751\uc6a9 \ubd84\uc57c\uc785\ub2c8\ub2e4. \uae30\uc5c5\uc740 \uace0\uac1d \ud589\ub3d9, \uc778\uad6c \ud1b5\uacc4 \ubc0f \uae30\ud0c0 \uc694\uc778\uc744 \uae30\ubc18\uc73c\ub85c \ub69c\ub837\ud55c \uc2dc\uc7a5 \uc138\uadf8\uba3c\ud2b8\ub97c \uc2dd\ubcc4\ud558\uc5ec \uac01 \uc138\uadf8\uba3c\ud2b8\uc5d0 \ub300\ud55c \ud0c0\uac9f\ud305 \ub9c8\ucf00\ud305 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc740 \uace0\uac1d \ud53c\ub4dc\ubc31 \ubc0f \ubd88\ub9cc \uc0ac\ud56d\uc758 \ud328\ud134\uc744 \ud30c\uc545\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uacf5\uae09\ub9dd \uad00\ub9ac\uc5d0\uc11c\ub3c4 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc744 \ud1b5\ud574 \uacf5\uae09\uc5c5\uccb4\ub97c \uc131\uacfc\uc5d0 \ub530\ub77c \uadf8\ub8f9\ud654\ud558\uace0 \ube44\uc6a9 \uc808\uac10 \uae30\ud68c\ub97c \ud30c\uc545\ud558\ub294 \ub370 \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ube44\uc988\ub2c8\uc2a4 \uc870\uc9c1\uc740 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\uc5ec \uace0\uac1d, \uc81c\ud488 \ubc0f \uc6b4\uc601\uc5d0 \ub300\ud55c \uadc0\uc911\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-computer-science\">\ucef4\ud4e8\ud130 \uacfc\ud559<\/h3>\n\n\n\n<p>\ucef4\ud4e8\ud130 \uacfc\ud559\uc740 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc744 \uad11\ubc94\uc704\ud558\uac8c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \ub9c8\uc774\ub2dd\uacfc \uba38\uc2e0 \ub7ec\ub2dd\uc740 \uc885\uc885 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \ud328\ud134\uc744 \uc2dd\ubcc4\ud558\ub294 \ub370 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uba74 \uc720\uc0ac\ud55c \uc2dc\uac01\uc801 \ud2b9\uc9d5\uc744 \uae30\uc900\uc73c\ub85c \uc774\ubbf8\uc9c0\ub97c \uadf8\ub8f9\ud654\ud558\uac70\ub098 \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d\uc744 \ub3d9\uc791\uc5d0 \ub530\ub77c \uc138\uadf8\uba3c\ud2b8\ub85c \ub098\ub20c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc5d0\uc11c \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc720\uc0ac\ud55c \ubb38\uc11c\ub098 \ub2e8\uc5b4\ub97c \ud568\uaed8 \uadf8\ub8f9\ud654\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\ubb3c\uc815\ubcf4\ud559\uc5d0\uc11c\ub294 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud574 \uc720\uc804\uc790\uc640 \ub2e8\ubc31\uc9c8\uc758 \uae30\ub2a5\uacfc \ubc1c\ud604 \ud328\ud134\uc5d0 \ub530\ub77c \uadf8\ub8f9\ud654\ud569\ub2c8\ub2e4. \uc5f0\uad6c\uc790\uc640 \uc2e4\ubb34\uc790\ub294 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc744 \ucef4\ud4e8\ud130 \uacfc\ud559\uc758 \uac15\ub825\ud55c \ub3c4\uad6c\ub85c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc758 \uae30\ubcf8 \uad6c\uc870\uc5d0 \ub300\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-a-step-by-step-guide-to-cluster-analysis\">\ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc5d0 \ub300\ud55c \ub2e8\uacc4\ubcc4 \uac00\uc774\ub4dc<\/h2>\n\n\n\n<p>\ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc744 \uc218\ud589\ud558\ub824\uba74 \uc18d\uc131 \ub610\ub294 \ud2b9\uc131\uc5d0 \ub530\ub77c \uc720\uc0ac\ud55c \uac1c\uccb4 \ub610\ub294 \uad00\ucc30\uc744 \uc2dd\ubcc4\ud558\uace0 \uadf8\ub8f9\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \uba87 \uac00\uc9c0 \ub2e8\uacc4\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \uad00\ub828\ub41c \ub2e8\uacc4\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ol>\n<li><strong>\ubb38\uc81c\ub97c \uc815\uc758\ud569\ub2c8\ub2e4:<\/strong> \ubd84\uc11d\uc5d0 \uc0ac\uc6a9\ud560 \ub370\uc774\ud130\ub97c \uc2dd\ubcc4\ud558\uace0 \ubb38\uc81c\ub97c \uc815\uc758\ud558\ub294 \uac83\uc774 \uccab \ubc88\uc9f8 \ub2e8\uacc4\uc785\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574\uc11c\ub294 \ud074\ub7ec\uc2a4\ud130\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc0ac\uc6a9\ud560 \ubcc0\uc218 \ub610\ub294 \uc18d\uc131\uc744 \uc120\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<ol start=\"2\">\n<li><strong>\ub370\uc774\ud130 \uc804\ucc98\ub9ac:<\/strong> \uadf8\ub7f0 \ub2e4\uc74c \ub370\uc774\ud130\uc5d0\uc11c \uc774\uc0c1\uac12\uacfc \uacb0\uce21\uac12\uc744 \uc81c\uac70\ud558\uace0 \ud544\uc694\ud55c \uacbd\uc6b0 \ub370\uc774\ud130\ub97c \ud45c\uc900\ud654\ud569\ub2c8\ub2e4. \uadf8\ub7ec\uba74 \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc54c\uace0\ub9ac\uc998\uc774 \uc815\ud655\ud558\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uacb0\uacfc\ub97c \uc0dd\uc131\ud560 \uac00\ub2a5\uc131\uc774 \ub192\uc544\uc9d1\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<ol start=\"3\">\n<li><strong>\ud074\ub7ec\uc2a4\ud130\ub9c1 \ubc29\ubc95\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4:<\/strong> \uacc4\uce35\uc801 \ud074\ub7ec\uc2a4\ud130\ub9c1, k-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130\ub9c1, \ubc00\ub3c4 \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc774 \uba87 \uac00\uc9c0 \ud074\ub7ec\uc2a4\ud130\ub9c1 \ubc29\ubc95\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \uc720\ud615\uacfc \ud574\uacb0\ud558\ub824\ub294 \ubb38\uc81c\uc5d0 \ub530\ub77c \ud074\ub7ec\uc2a4\ud130\ub9c1 \ubc29\ubc95\uc744 \uc120\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<ol start=\"4\">\n<li><strong>\ud074\ub7ec\uc2a4\ud130 \uc218\ub97c \uacb0\uc815\ud569\ub2c8\ub2e4:<\/strong> \ub2e4\uc74c\uc73c\ub85c \uc5bc\ub9c8\ub098 \ub9ce\uc740 \ud074\ub7ec\uc2a4\ud130\ub97c \uc0dd\uc131\ud560\uc9c0 \uacb0\uc815\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \uc5d8\ubcf4 \ubc29\ubc95, \uc2e4\ub8e8\uc5e3 \ubc29\ubc95, \uac2d \ud1b5\uacc4 \ub4f1 \ub2e4\uc591\ud55c \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<ol start=\"5\">\n<li><strong>\ud074\ub7ec\uc2a4\ud130 \ud615\uc131:<\/strong> \ud074\ub7ec\uc2a4\ud130\ub294 \ud074\ub7ec\uc2a4\ud130 \uc218\uac00 \uacb0\uc815\ub418\uba74 \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc54c\uace0\ub9ac\uc998\uc744 \ub370\uc774\ud130\uc5d0 \uc801\uc6a9\ud558\uc5ec \uc0dd\uc131\ub429\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<ol start=\"6\">\n<li><strong>\uacb0\uacfc\ub97c \ud3c9\uac00\ud558\uace0 \ubd84\uc11d\ud569\ub2c8\ub2e4:<\/strong> \ub9c8\uc9c0\ub9c9\uc73c\ub85c \ud074\ub7ec\uc2a4\ud130\ub9c1 \ubd84\uc11d \uacb0\uacfc\ub97c \ubd84\uc11d\ud558\uace0 \ud574\uc11d\ud558\uc5ec \uc774\uc804\uc5d0\ub294 \ub4dc\ub7ec\ub098\uc9c0 \uc54a\uc558\ub358 \ud328\ud134\uacfc \uad00\uacc4\ub97c \ud30c\uc545\ud558\uace0 \uadfc\ubcf8\uc801\uc778 \uad6c\uc870\uc5d0 \ub300\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<p>\ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc5d0\uc11c \uc758\ubbf8 \uc788\uace0 \uc720\uc6a9\ud55c \uacb0\uacfc\ub97c \uc5bb\uc73c\ub824\uba74 \ud1b5\uacc4\uc801 \uc804\ubb38 \uc9c0\uc2dd\uacfc \ub3c4\uba54\uc778 \uc9c0\uc2dd\uc774 \uacb0\ud569\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0 \uc124\uba85\ub41c \ub2e8\uacc4\ub294 \ub370\uc774\ud130 \uad6c\uc870\ub97c \uc815\ud655\ud558\uac8c \ubc18\uc601\ud558\uace0 \ubb38\uc81c\uc5d0 \ub300\ud55c \uadc0\uc911\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud558\ub294 \ud074\ub7ec\uc2a4\ud130\ub97c \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-cluster-analysis-advantages-and-disadvantages\">\ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d: \uc7a5\uc810\uacfc \ub2e8\uc810<\/h2>\n\n\n\n<p>\ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc5d0\ub294 \uc7a5\uc810\uacfc \ub2e8\uc810\uc774 \ubaa8\ub450 \uc788\uc73c\ubbc0\ub85c \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \ub54c \uc774 \uae30\uc220\uc744 \uc0ac\uc6a9\ud560 \ub54c \uace0\ub824\ud574\uc57c \ud560 \uc911\uc694\ud55c \uc0ac\ud56d\uc774\ub77c\ub294 \uc810\uc744 \uba85\uc2ec\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-the-advantages\">\uc7a5\uc810<\/h3>\n\n\n\n<ul>\n<li>\ub370\uc774\ud130\uc758 \ud328\ud134\uacfc \uad00\uacc4 \ubc1c\uacac \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc774\uc804\uc5d0\ub294 \uc2dd\ubcc4\ud558\uae30 \uc5b4\ub824\uc6e0\ub358 \ub370\uc774\ud130\uc758 \ud328\ud134\uacfc \uc0c1\uad00\uad00\uacc4\ub97c \uc2dd\ubcc4\ud558\uc5ec \ub370\uc774\ud130\uc758 \uae30\ubcf8 \uad6c\uc870\uc5d0 \ub300\ud574 \ub354 \uc790\uc138\ud788 \uc54c\uc544\ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<ul>\n<li>\ub370\uc774\ud130 \uac04\uc18c\ud654: \ud074\ub7ec\uc2a4\ud130\ub9c1\uc740 \ub370\uc774\ud130\uc758 \ud06c\uae30\uc640 \ubcf5\uc7a1\uc131\uc744 \uc904\uc5ec \ub370\uc774\ud130\ub97c \ub354 \uc27d\uac8c \uad00\ub9ac\ud558\uace0 \ubd84\uc11d\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<ul>\n<li>\uc815\ubcf4 \uc218\uc9d1: \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc740 \uc720\uc0ac\ud55c \uac1c\uccb4\ub97c \uadf8\ub8f9\ud654\ud558\uc5ec \ub9c8\ucf00\ud305\uc5d0\uc11c \uc758\ub8cc\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc5f0\uad6c \ubd84\uc57c\uc5d0 \uc801\uc6a9\ud560 \uc218 \uc788\ub294 \uadc0\uc911\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud558\uc5ec \uc758\uc0ac \uacb0\uc815\uc744 \uac1c\uc120\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<ul>\n<li>\ub370\uc774\ud130 \uc720\uc5f0\uc131: \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc740 \ubd84\uc11d \ub300\uc0c1 \ub370\uc774\ud130 \uc720\ud615\uc774\ub098 \ud615\uc2dd\uc5d0 \uc81c\ud55c\uc744 \ub450\uc9c0 \uc54a\uc73c\ubbc0\ub85c \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uc720\ud615 \ubc0f \ud615\uc2dd\uacfc \ud568\uaed8 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h3 id=\"h-the-disadvantages\">\ub2e8\uc810<\/h3>\n\n\n\n<ul>\n<li>\ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc758 \uac15\ub3c4: \ud074\ub7ec\uc2a4\ud130 \uc218 \ubc0f \uac70\ub9ac \uce21\uc815\uacfc \uac19\uc740 \ucd08\uae30 \uc870\uac74\uc758 \uc120\ud0dd\uc5d0 \ub530\ub77c \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d \uacb0\uacfc\uac00 \ubbfc\uac10\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<ul>\n<li>\ud574\uc11d: \ud074\ub7ec\uc2a4\ud130\ub9c1 \uacb0\uacfc\uc758 \ud574\uc11d\uc740 \uc0ac\ub78c\ub9c8\ub2e4 \ub2e4\ub97c \uc218 \uc788\uc73c\uba70, \uc5b4\ub5a4 \ud074\ub7ec\uc2a4\ud130\ub9c1 \ubc29\ubc95\uacfc \ub9e4\uac1c\ubcc0\uc218\ub97c \uc0ac\uc6a9\ud558\ub290\ub0d0\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<ul>\n<li>\uacfc\uc801\ud569: \ud074\ub7ec\uc2a4\ud130\ub9c1\uc744 \uc0ac\uc6a9\ud558\uba74 \ud074\ub7ec\uc2a4\ud130\uac00 \uc6d0\ubcf8 \ub370\uc774\ud130\uc5d0 \ub108\ubb34 \ubc00\uc811\ud558\uac8c \ub9de\ucdb0\uc838 \uc788\uc5b4 \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc77c\ubc18\ud654\uac00 \uc81c\ub300\ub85c \uc774\ub8e8\uc5b4\uc9c0\uc9c0 \uc54a\ub294 \uacfc\uc801\ud569\uc774 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<ul>\n<li>\ub370\uc774\ud130 \ud655\uc7a5\uc131: \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ud074\ub7ec\uc2a4\ud130\ub9c1\ud558\ub294 \ub370\ub294 \ub9ce\uc740 \ube44\uc6a9\uacfc \uc2dc\uac04\uc774 \uc18c\uc694\ub420 \uc218 \uc788\uc73c\uba70, \uc774 \uc791\uc5c5\uc744 \uc218\ud589\ud558\uae30 \uc704\ud574 \ud2b9\uc218 \ud558\ub4dc\uc6e8\uc5b4\ub098 \uc18c\ud504\ud2b8\uc6e8\uc5b4\uac00 \ud544\uc694\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uae30 \uc804\uc5d0 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc758 \uc7a5\ub2e8\uc810\uc744 \uc2e0\uc911\ud558\uac8c \uace0\ub824\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc758 \uc7a5\ub2e8\uc810\uc744 \uc774\ud574\ud574\uc57c \ub370\uc774\ud130\uc5d0\uc11c \uc758\ubbf8 \uc788\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-improve-the-visual-presentation-of-your-cluster-analysis-through-illustrations\">\uc77c\ub7ec\uc2a4\ud2b8\ub97c \ud1b5\ud574 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc758 \uc2dc\uac01\uc801 \ud45c\ud604\uc744 \uac1c\uc120\ud558\uc138\uc694!<\/h2>\n\n\n\n<p>\ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc5d0\uc11c\ub294 \uc2dc\uac01\uc801 \ud504\ub808\uc820\ud14c\uc774\uc158\uc774 \ud575\uc2ec\uc785\ub2c8\ub2e4. \uc774\ud574\uad00\uacc4\uc790\uc5d0\uac8c \uc778\uc0ac\uc774\ud2b8\ub97c \uc27d\uac8c \uc804\ub2ec\ud558\uace0 \ub370\uc774\ud130\uc758 \uae30\ubcf8 \uad6c\uc870\ub97c \ub354 \uc798 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d \uacb0\uacfc\ub294 \uc0b0\uc810\ub3c4, \ub374\ub4dc\ub85c\uadf8\ub7a8, \ud788\ud2b8\ub9f5\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubcf4\ub2e4 \uc9c1\uad00\uc801\uc73c\ub85c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub294 \uacb0\uacfc\uc5d0 \ub300\ud55c \uc2dc\uac01\uc801 \ub9e4\ub825\uc744 \ub354\ud569\ub2c8\ub2e4. \uc640 <a href=\"https:\/\/mindthegraph.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Mind the Graph<\/a>\ud55c \uc9c0\ubd95 \uc544\ub798\uc5d0\uc11c \ubaa8\ub4e0 \ub3c4\uad6c\ub97c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4! Mind the Graph\ub85c \uacfc\ud559\uc744 \ub354\uc6b1 \ud6a8\uacfc\uc801\uc73c\ub85c \uc804\ub2ec\ud558\uc138\uc694. \uc800\ud76c\uc758 \uc77c\ub7ec\uc2a4\ud2b8 \uac24\ub7ec\ub9ac\ub97c \ubcf4\uc2dc\uba74 \uc2e4\ub9dd\ud558\uc9c0 \uc54a\uc73c\uc2e4 \uac70\uc608\uc694!<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/mindthegraph.com\/\"><img decoding=\"async\" loading=\"lazy\" width=\"517\" height=\"250\" src=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/03\/illustrations-banner.webp\" alt=\"\" class=\"wp-image-27276\" srcset=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/03\/illustrations-banner.webp 517w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/03\/illustrations-banner-300x145.webp 300w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/03\/illustrations-banner-18x9.webp 18w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/03\/illustrations-banner-100x48.webp 100w\" sizes=\"(max-width: 517px) 100vw, 517px\" \/><\/a><\/figure><\/div>\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"is-layout-flex wp-block-buttons\">\n<div class=\"wp-block-button aligncenter\"><a class=\"wp-block-button__link has-background wp-element-button\" href=\"https:\/\/mindthegraph.com\/\" style=\"border-radius:50px;background-color:#dc1866\" target=\"_blank\" rel=\"noreferrer noopener\">Mind the Graph\ub85c \uc81c\uc791 \uc2dc\uc791\ud558\uae30<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:44px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>","protected":false},"excerpt":{"rendered":"<p>\ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uc73c\ub85c \ub370\uc774\ud130\uc758 \uc228\uaca8\uc9c4 \uc778\uc0ac\uc774\ud2b8\ub97c \ubc1c\uacac\ud558\uc138\uc694. \uc774 \uac00\uc774\ub4dc\ub97c \ud1b5\ud574 \uc774 \uae30\ubc95\uc758 \uc131\ub2a5\uc744 \uadf9\ub300\ud654\ud558\ub294 \ubc29\ubc95\uc744 \uc54c\uc544\ubcf4\uc138\uc694. <\/p>","protected":false},"author":27,"featured_media":29189,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[959,28],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Unlocking the Power of Cluster Analysis - Mind the Graph Blog<\/title>\n<meta name=\"description\" content=\"Uncover the hidden insights of your data with cluster analysis. Learn how to maximize the power of this technique with our guide.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mindthegraph.com\/blog\/ko\/cluster-analyse\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Unlocking the Power of Cluster Analysis\" \/>\n<meta property=\"og:description\" content=\"Uncover the hidden insights of your data with cluster analysis. Learn how to maximize the power of this technique with our guide.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mindthegraph.com\/blog\/ko\/cluster-analyse\/\" \/>\n<meta property=\"og:site_name\" content=\"Mind the Graph Blog\" \/>\n<meta property=\"article:published_time\" content=\"2023-08-24T11:57:57+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-08-24T12:33:43+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/08\/blog.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1124\" \/>\n\t<meta property=\"og:image:height\" content=\"613\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Aayushi Zaveri\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Unlocking the Power of Cluster Analysis\" \/>\n<meta name=\"twitter:description\" content=\"Uncover the hidden insights of your data with cluster analysis. 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She is currently pursuing a master's degree in Bioentrepreneurship from Karolinska Institute. She is interested in health and diseases, global health, socioeconomic development, and women's health. 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