{"id":15330,"date":"2024-07-03T09:35:43","date_gmt":"2024-07-03T09:35:43","guid":{"rendered":"https:\/\/ocw-mirror.telkomuniversity.ac.id\/course\/analisis-media-sosial-lanjutan-dari-clustering-dan-analisis-komunitas-hingga-pemrosesan-dan-visualisasi-data-untuk-aplikasi-sna-2\/"},"modified":"2025-04-28T06:39:56","modified_gmt":"2025-04-28T06:39:56","slug":"social-media-analytics-from-clustering-and-community-analysis-to-data-processing-and-visualization-for-sna-2-applications","status":"publish","type":"courses","link":"https:\/\/ocw-mirror.telkomuniversity.ac.id\/en\/course\/social-media-analytics-from-clustering-and-community-analysis-to-data-processing-and-visualization-for-sna-2-applications\/","title":{"rendered":"Advanced Social Media Analytics: From Clustering and Community Analysis to Data Processing and Visualization for SNA Applications"},"content":{"rendered":"<div class=\"col-11 p-0\">\n<blockquote>\n<p>Course : <a href=\"https:\/\/onlinelearning.telkomuniversity.ac.id\/course\/view.php?id=576\"><span style=\"color: #3366ff\">onlinelearning.telkomuniversity.ac.id<\/span><\/a><\/p>\n<\/blockquote>\n<p><a href=\"https:\/\/onlinelearning.telkomuniversity.ac.id\/course\/view.php?id=576#section-0\">General Information<\/a><\/p>\n<\/div>\n<div class=\"section_availability\">\u00a0<\/div>\n<div class=\"summary\">\n<div class=\"no-overflow\">\n<p dir=\"ltr\"><img loading=\"lazy\" decoding=\"async\" class=\"img-responsive atto_image_button_text-top\" src=\"https:\/\/onlinelearning.telkomuniversity.ac.id\/pluginfile.php\/917772\/course\/section\/6243\/SNA%20v2.png\" alt=\"SNA v2\" width=\"400\" height=\"400\" \/><\/p>\n<h4><strong><span class=\"\">Description:<\/span><\/strong><\/h4>\n<p dir=\"ltr\">In this course, Students will learn about:<\/p>\n<h5>(1) the definition and fundamental models of Social Network Analysis;<br \/>(2) network types, structures, models, and dynamic processes on social networks;<br \/>(3) calculation methods of the centrality of the social network;<br \/>(4) methods for identifying communities in social networks;<br \/>(5) software for implementing social network analysis;<br \/>(6) visualization of social networks.<\/h5>\n<p dir=\"ltr\">This course uses Twitter social network case studies.<\/p>\n<h4><strong><span class=\"\">Learning Outcomes:<\/span><\/strong><\/h4>\n<ul>\n<li><strong>PLO-1:\u00a0<\/strong>Able to apply the latest methods and techniques to design and carry out experiments in the field of computing, both in the laboratory and in the field, and analyze the results.<\/li>\n<li><strong>PLO-2:<\/strong>\u00a0Able to identify problems and formulate computational solutions to problems in informatics and computers.<\/li>\n<\/ul>\n<h4><strong><span class=\"\">Course Learning Outcomes (CLO):<\/span><\/strong><\/h4>\n<ul>\n<li><strong>CLO-1:\u00a0<\/strong>Explain and apply the network centrality calculation method in Applied Social Network Analysis, as well as analyze and visualize using Social Network Analysis tools.<\/li>\n<li><strong>CLO-2:\u00a0<\/strong>Understand and apply the concept of Social Network Analysis in identifying communities in social networks as well as analyzing and visualizing them in graphs.<\/li>\n<\/ul>\n<h4><strong><span class=\"\">Lecture Materials:<\/span><\/strong><strong><img loading=\"lazy\" decoding=\"async\" class=\"img-responsive atto_image_button_text-top\" role=\"presentation\" src=\"https:\/\/onlinelearning.telkomuniversity.ac.id\/pluginfile.php\/917772\/course\/section\/6243\/MindMap%20SNA.jpg\" alt=\"MIndmap\" width=\"1200\" height=\"635\" \/><\/strong><\/h4>\n<h4><span class=\"\"><strong>References:<\/strong><\/span><\/h4>\n<ol>\n<li>Social Network Analysis: Methods and Applications, Stanley Wasserman and Katherine Faust. Cambridge<\/li>\n<li>Social Network Analysis for Start-Up, Maksim Tsvetovat and Alexander Kouznetsov. O\u2019Reilly. 201<\/li>\n<\/ol>\n<h4><strong><span class=\"\">Softwares:<\/span><\/strong><\/h4>\n<ol>\n<li>Gephi<\/li>\n<li>NetworkX<\/li>\n<li>Python<\/li>\n<\/ol>\n<\/div>\n<\/div>\n<ul class=\"section img-text\">\n<li id=\"module-24697\" class=\"activity forum modtype_forum \">\n<div>\n<div class=\"mod-indent-outer w-100\">\n<div class=\"mod-indent\">\u00a0<\/div>\n<div>\n<div class=\"activityinstance\"><a class=\"aalink\" href=\"https:\/\/onlinelearning.telkomuniversity.ac.id\/mod\/forum\/view.php?id=24697\"><span class=\"instancename\">Announcements<span class=\"accesshide \">Forum<\/span><\/span><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/li>\n<li id=\"module-24698\" class=\"activity forum modtype_forum \">\n<div class=\"mod-indent-outer w-100\">\n<div class=\"mod-indent\">\u00a0<\/div>\n<div>\n<div class=\"activityinstance\"><a class=\"aalink\" href=\"https:\/\/onlinelearning.telkomuniversity.ac.id\/mod\/forum\/view.php?id=24698\"><span class=\"instancename\">Announcements<span class=\"accesshide \">Forum<\/span><\/span><\/a><\/div>\n<div class=\"actions\">\u00a0<\/div>\n<div class=\"contentafterlink\">\n<div class=\"no-overflow\">\n<div class=\"no-overflow\">\n<h3><strong><span class=\"\">General news and\u00a0<a class=\"autolink\" title=\"Announcements\" href=\"https:\/\/onlinelearning.telkomuniversity.ac.id\/mod\/forum\/view.php?id=24697\">announcements<\/a><\/span><\/strong><\/h3>\n<p>==============================================================<\/p>\n<p><strong><span class=\"\">Schedules: Friday, 08.30 \u2013 11.30 WIB (ONLINE)<\/span><\/strong><\/p>\n<h5><strong>Join MsTeams:\u00a0<\/strong><\/h5>\n<h5><a href=\"https:\/\/teams.microsoft.com\/l\/channel\/19%3agrDW0reLijeSlafwZS5xcphpgE22v0cDSJw9aH3QRIs1%40thread.tacv2\/General?groupId=cc9e5a4e-3a20-4f86-9b06-847225a90fc6&tenantId=90affe0f-c2a3-4108-bb98-6ceb4e94ef15\"><strong><span class=\"\">LINK KELAS IF-43-PILDS01<\/span><\/strong><\/a><\/h5>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Course : onlinelearning.telkomuniversity.ac.id General Information \u00a0 Description: In this course, Students will learn about: (1) the definition and fundamental models of Social Network Analysis;(2) network types, structures, models, and dynamic processes on social networks;(3) calculation methods of the centrality of the social network;(4) methods for identifying communities in social networks;(5) software for implementing social network [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":14250,"template":"","course-category":[78,185],"course-tag":[],"class_list":["post-15330","courses","type-courses","status-publish","has-post-thumbnail","hentry","course-category-mooc-fakultas-informatika-fif","course-category-mooc-fakultas-informatika-fif-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/ocw-mirror.telkomuniversity.ac.id\/en\/wp-json\/wp\/v2\/courses\/15330","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ocw-mirror.telkomuniversity.ac.id\/en\/wp-json\/wp\/v2\/courses"}],"about":[{"href":"https:\/\/ocw-mirror.telkomuniversity.ac.id\/en\/wp-json\/wp\/v2\/types\/courses"}],"author":[{"embeddable":true,"href":"https:\/\/ocw-mirror.telkomuniversity.ac.id\/en\/wp-json\/wp\/v2\/users\/1"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ocw-mirror.telkomuniversity.ac.id\/en\/wp-json\/wp\/v2\/media\/14250"}],"wp:attachment":[{"href":"https:\/\/ocw-mirror.telkomuniversity.ac.id\/en\/wp-json\/wp\/v2\/media?parent=15330"}],"wp:term":[{"taxonomy":"course-category","embeddable":true,"href":"https:\/\/ocw-mirror.telkomuniversity.ac.id\/en\/wp-json\/wp\/v2\/course-category?post=15330"},{"taxonomy":"course-tag","embeddable":true,"href":"https:\/\/ocw-mirror.telkomuniversity.ac.id\/en\/wp-json\/wp\/v2\/course-tag?post=15330"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}