State College, PA, USA USA
May 8, 2013 to May 10, 2013
The main goal of the paper is to present how the data-driven approach to social network analysis enables various applications of knowledge about human behaviour. Three main illustrative application domains are pointed out and briefly analysed: social recommender systems in online multimedia publishing services, assessment of organisational structures in companies and social group evolution in blogosphere. Selected relevant models and methods like multi-layered (multidimensional) social networks, structural measures aggregation or change detection in groups are exposed as useful research approaches.
data analysis, Social Network Analysis, SNA, human behaviour, recommender system, organisational structures, blogosphere, multidimensional social network, multi-layered social network, social community, GED, group evolution discovery
Przemyslaw Kazienko, Tomasz Kajdanowicz, Radoslaw Michalski, Piotr Brodka, "From Data to Human Behaviour", SOCIETY, 2013, International Conference on Social Intelligence and Technology (SOCIETY), International Conference on Social Intelligence and Technology (SOCIETY) 2013, pp. 100-108, doi:10.1109/SOCIETY.2013.14