Integrating and Inspecting Combined Behavioral Profiling and Social Network Models in Destiny - Inria - Institut national de recherche en sciences et technologies du numérique
Communication Dans Un Congrès Année : 2016

Integrating and Inspecting Combined Behavioral Profiling and Social Network Models in Destiny

André Rattinger
  • Fonction : Auteur
  • PersonId : 1023241
Günter Wallner
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  • PersonId : 995188
Anders Drachen
  • Fonction : Auteur
  • PersonId : 1023234
Johanna Pirker
  • Fonction : Auteur
  • PersonId : 1023242

Résumé

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.
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hal-01640273 , version 1 (20-11-2017)

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André Rattinger, Günter Wallner, Anders Drachen, Johanna Pirker, Rafet Sifa. Integrating and Inspecting Combined Behavioral Profiling and Social Network Models in Destiny. 15th International Conference on Entertainment Computing (ICEC), Sep 2016, Wien, Austria. pp.77-89, ⟨10.1007/978-3-319-46100-7_7⟩. ⟨hal-01640273⟩
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