{"id":322,"date":"2013-09-16T19:10:42","date_gmt":"2013-09-16T15:40:42","guid":{"rendered":"http:\/\/vua.nadiran.com\/?p=322"},"modified":"2013-09-16T19:10:42","modified_gmt":"2013-09-16T15:40:42","slug":"%d9%86%da%a9%d8%a7%d8%aa-%d8%ac%d9%84%d8%b3%d9%87-%d8%af%d9%88%d9%85-%d8%ae%d9%88%d8%b4%d9%87-%d8%a8%d9%86%d8%af%db%8c-clustering-%d8%af%da%a9%d8%aa%d8%b1-%d8%b2%d8%a7%d8%b1%d8%b9-920625","status":"publish","type":"post","link":"https:\/\/vua.nadiran.com\/?p=322","title":{"rendered":"\u0646\u06a9\u0627\u062a \u062c\u0644\u0633\u0647 \u062f\u0648\u0645 \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc Clustering  \u062f\u06a9\u062a\u0631 \u0632\u0627\u0631\u0639 \u06f9\u06f2\/\u06f0\u06f6\/\u06f2\u06f5"},"content":{"rendered":"<p>\u06f9\u06f2\/\u06f0\u06f6\/\u06f2\u06f5<br \/>\n\u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc Clustering<\/p>\n<p>n \u062a\u0627 \u0631\u06a9\u0648\u0631\u062f \u062f\u0627\u0631\u06cc\u0645 \u060c \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0647 k \u0642\u0633\u0645\u062a \u062a\u0642\u0633\u06cc\u0645 \u06a9\u0646\u06cc\u0645<\/p>\n<p>\u0647\u062f\u0641 \u0627\u0635\u0644\u06cc \u06a9\u0644\u0627\u0633\u062a\u0631\u06cc\u0646\u06af \u060c \u06af\u0631\u0648\u0647 \u0628\u0646\u062f\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a<\/p>\n<p>\u0631\u0648\u0634\u0647\u0627\u06cc semi supervised<\/p>\n<p>Complex Network<br \/>\n\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc<br \/>\n\u0627\u062c\u062a\u0645\u0627\u0639\u0627\u062a \u067e\u0646\u0647\u0627\u0646<br \/>\n\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc\u06a9 &#8211; \u0645\u062b\u0644 \u0634\u0628\u06a9\u0647 \u0628\u0631\u0642 \u06cc\u06a9 \u0645\u0646\u0637\u0642\u0647 -\u06cc\u0627 \u0634\u0628\u06a9\u0647 \u0641\u0631\u0648\u062f\u06af\u0627\u0647 \u0647\u0627\u06cc \u06cc\u06a9 \u06a9\u0634\u0648\u0631<\/p>\n<p>recommender system<\/p>\n<p>text mining<\/p>\n<p>term Document Matrix<br \/>\nHigh dimential Data \u0628\u0627 \u0631\u0648\u0634 \u0647\u0627\u06cc \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0648\u0686\u06a9 \u0645\u06cc \u06a9\u0646\u06cc\u0645<\/p>\n<p>\u0645\u062b\u0627\u0644 \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u0645\u0641\u0627\u0647\u06cc\u0645 :<br \/>\n\u06cc\u06a9 \u0633\u0631\u06cc \u062d\u06cc\u0648\u0627\u0646 \u062f\u0627\u0631\u06cc\u0645 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0628\u0647 \u06cc\u06a9 \u0633\u0631\u06cc \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc \u0647\u0645\u06af\u0646 \u062a\u0642\u0633\u06cc\u0645 \u06a9\u0646\u06cc\u0645<\/p>\n<p>\u067e\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u0627\u0646 \u060c \u067e\u0631\u0646\u062f\u06af\u0627\u0646 \u060c \u062e\u0632\u0646\u062f\u06af\u0627\u0646 \u060c \u0645\u0627\u0647\u06cc\u0627\u0646 \u060c \u062f\u0648\u0632\u06cc\u0633\u062a<\/p>\n<p>\u0645\u0639\u06cc\u0627\u0631 \u0647\u0627 \u0645\u0647\u0645 \u0647\u0633\u062a\u0646\u062f<br \/>\n\u0645\u062d\u06cc\u0637\u06cc \u06a9\u0647 \u062d\u06cc\u0648\u0627\u0646\u0627\u062a \u0632\u0646\u062f\u06af\u06cc \u0645\u06cc \u06a9\u0646\u0646\u062f ( \u062f\u0631\u06cc\u0627 \u060c \u062e\u0634\u06a9\u06cc )<br \/>\n\u06cc\u0627 \u0646\u062d\u0648\u0647 \u062a\u0648\u0644\u06cc\u062f \u0645\u062b\u0644<\/p>\n<p>\u0627\u06af\u0631 \u0645\u0639\u06cc\u0627\u0631 \u0647\u0627 \u0631\u0627 \u0639\u0648\u0636 \u06a9\u0646\u06cc\u0645 \u062f\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u0647\u0627 \u0645\u062a\u0641\u0627\u0648\u062a \u0645\u06cc \u0634\u0648\u062f<br \/>\n\u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc &#8230; \u0646\u06cc\u0633\u062a \u061f<\/p>\n<p>Supervised classification \u0646\u06cc\u0633\u062a<br \/>\nSimple Segmentation \u0646\u06cc\u0633\u062a<br \/>\nResults of query \u0646\u06cc\u0633\u062a<br \/>\nGraph Partitioning \u0646\u06cc\u0633\u062a<br \/>\n&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;-<\/p>\n<p>fraud detection \u06a9\u0634\u0641 \u062a\u0642\u0644\u0628 \u062f\u0631 \u0628\u0627\u0646\u06a9 \u0647\u0627<\/p>\n<p>Domain expert \u0647\u0627 \u0628\u0627\u06cc\u0633\u062a\u06cc \u0646\u062a\u0627\u06cc\u062c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u062a\u0627\u06cc\u06cc\u062f \u06a9\u0646\u0646\u062f<\/p>\n<p>\u062f\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u0631\u0627 \u062f\u0648 \u0628\u062e\u0634 \u0645\u06cc \u06a9\u0646\u06cc\u0645<br \/>\n\u06f1- \u0631\u0648\u0634\u0647\u0627\u06cc \u0627\u0641\u0631\u0627\u0632\u06cc Partitional Clustering<br \/>\n\u06f2- \u0631\u0648\u0634\u0647\u0627\u06cc \u0633\u0644\u0633\u0644\u0647 \u0645\u0631\u0627\u062a\u0628\u06cc Hirerachical Clustering<br \/>\n&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;<\/p>\n<p>fuzzyClustering<\/p>\n<p>\u062f\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u062f\u0631 \u0628\u0627\u0646\u06a9 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u06cc\u06a9 \u0633\u0631\u06cc \u0627\u0632 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u062f\u0631\u062f \u0646\u062e\u0648\u0631 \u0628\u0627\u0634\u062f<br \/>\n\u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0622\u0646\u0647\u0627 \u0631\u0627 \u062d\u0630\u0641 \u06a9\u0646\u06cc\u0645<br \/>\n\u0631\u0648\u0634\u0647\u0627\u06cc \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc :<\/p>\n<p>Newarest Neigbor<br \/>\nDensity-Based<br \/>\nConceptual Clusters<\/p>\n<p>\u06cc\u06a9 \u0633\u0631\u06cc \u0646\u06a9\u0627\u062a :<br \/>\n\u0627\u0646\u0648\u0627\u0639 Features<br \/>\n\u0645\u0631\u0627\u062d\u0644 \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc<br \/>\n\u06f1- feature selection<br \/>\n\u06f2- proximity measure<br \/>\n\u06f3- \u0645\u0639\u06cc\u0627\u0631<br \/>\n\u06f4- \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645<br \/>\n\u06f5- \u0627\u0639\u062a\u0628\u0627\u0631 \u0633\u0646\u062c\u06cc \u0646\u062a\u0627\u06cc\u062c ( \u0631\u0648\u0634\u0647\u0627\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u06cc\u0627 domain expert )<br \/>\n\u06f6- \u062a\u0641\u0633\u06cc\u0631<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u06f9\u06f2\/\u06f0\u06f6\/\u06f2\u06f5 \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc Clustering n \u062a\u0627 \u0631\u06a9\u0648\u0631\u062f \u062f\u0627\u0631\u06cc\u0645 \u060c \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0647 k \u0642\u0633\u0645\u062a \u062a\u0642\u0633\u06cc\u0645 \u06a9\u0646\u06cc\u0645 \u0647\u062f\u0641 \u0627\u0635\u0644\u06cc \u06a9\u0644\u0627\u0633\u062a\u0631\u06cc\u0646\u06af \u060c \u06af\u0631\u0648\u0647 \u0628\u0646\u062f\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0648\u0634\u0647\u0627\u06cc semi supervised Complex Network \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u0627\u062a \u067e\u0646\u0647\u0627\u0646 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc\u06a9 &#8211; \u0645\u062b\u0644 \u0634\u0628\u06a9\u0647 \u0628\u0631\u0642 \u06cc\u06a9 \u0645\u0646\u0637\u0642\u0647 -\u06cc\u0627 \u0634\u0628\u06a9\u0647 \u0641\u0631\u0648\u062f\u06af\u0627\u0647 \u0647\u0627\u06cc \u06cc\u06a9 \u06a9\u0634\u0648\u0631 recommender system text mining term <a href='https:\/\/vua.nadiran.com\/?p=322' class='excerpt-more'>[&#8230;]<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[21],"tags":[],"class_list":["post-322","post","type-post","status-publish","format-standard","hentry","category-clustering","category-21-id","post-seq-1","post-parity-odd","meta-position-corners","fix"],"_links":{"self":[{"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts\/322"}],"collection":[{"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=322"}],"version-history":[{"count":1,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts\/322\/revisions"}],"predecessor-version":[{"id":323,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts\/322\/revisions\/323"}],"wp:attachment":[{"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=322"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=322"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=322"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}