Students acquire knowledge and practical skills in algorithms for social network analysis. Students
\nunderstand modern algorithms for social network analysis, including their structure and content.
\nThey can apply social network analysis algorithms to relevant domains such as recommendation system
\nimplementation.<\/p>\n
Networks and graph theory. Examples of social networks. Online social networks. The social network of
\nscientific-research collaboration. Social network visualisation. Application of graph theory in the analysis
\nof social networks: distance, search, group detection, impact analysis, metrics. Application of statistical
\nmethods in the analysis of social networks. Text processing in the domain of social networks. Sentiment
\nclassification. Information extraction. Social network clustering. Predictive behavioue. Recommendation
\nsystems based on social media analysis.<\/p>\n
An overview of software tools for analysing and visualising large networks. Selection of domains for
\nsocial network analysis. Data retrieval and extraction of relevant elements for social network analysis.
\nAnalysis of the social network structure. Social network content analysis. Social network visualisation.
\nStatistical calculations of the social network. Application of graph theory algorithms to social networks.
\nApplication of different metrics in social network analysis. Social network clustering. Implementation of a
\nrecommendation system based on social network analysis.<\/p>\n","protected":false},"excerpt":{"rendered":"
Objectives and outcomes Students acquire knowledge and practical skills in algorithms for social network analysis. Students understand modern algorithms for social network analysis, including their structure and content. They can apply social network analysis algorithms … Read more<\/a><\/p>\n Read more<\/a>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[199],"tags":[],"class_list":["post-14039","post","type-post","status-publish","format-standard","hentry","category-subjects"],"acf":[],"yoast_head":"\n