%0 Conference Proceedings
%T Integrating and Inspecting Combined Behavioral Profiling and Social Network Models in Destiny
%+ Graz University of Technology [Graz] (TU Graz)
%+ University of Applied Arts Vienna
%+ Aalborg University [Denmark] (AAU)
%+ Fraunhofer Institute for Intelligent Analysis and Information Systems (Fraunhofer IAIS)
%A Rattinger, André
%A Wallner, Günter
%A Drachen, Anders
%A Pirker, Johanna
%A Sifa, Rafet
%Z Part 2: Use and Evaluation of Digital Entertainment
%< avec comité de lecture
%( Lecture Notes in Computer Science
%B 15th International Conference on Entertainment Computing (ICEC)
%C Wien, Austria
%Y Günter Wallner
%Y Simone Kriglstein
%Y Helmut Hlavacs
%Y Rainer Malaka
%Y Artur Lugmayr
%Y Hyun-Seung Yang
%I Springer International Publishing
%3 Entertainment Computing - ICEC 2016
%V LNCS-9926
%P 77-89
%8 2016-09-28
%D 2016
%R 10.1007/978-3-319-46100-7_7
%K Social network analysis
%K Destiny
%K Network visualization
%K Multi-player
%K Profiling
%K Game analytics
%Z Computer Science [cs]Conference papers
%X In this paper two key venues of investigation in game analytics are combined: behavioral profiling and social network analysis. Both venues of research are well developed but combined they permit pattern evaluation across player performance and networks. Here, competitive networks covering almost 3.5 million players of the hybrid online shooter game Destiny are developed and combined with behavioral profiles based on match performance metrics and defined using archetypal analysis. The profiles are embedded in the networks along with other performance indicators for Destiny players. The social behavior of different archetypes is described. Network visualizations are presented which target the problem of making dense networked results actionable.
%G English
%Z TC 14
%2 https://inria.hal.science/hal-01640273/document
%2 https://inria.hal.science/hal-01640273/file/421094_1_En_7_Chapter.pdf
%L hal-01640273
%U https://inria.hal.science/hal-01640273
%~ IFIP-LNCS
%~ IFIP
%~ IFIP-ICEC
%~ IFIP-TC14
%~ IFIP-LNCS-9926