Beyond the individual: understanding social structures of an online player matchmaking website

G. Wallner (Corresponding author), Christopher Schinnerl, Michael Helfried Schiller, Alexander Monte Calvo, Johanna Pirker, Rafet Sifa, Anders Drachen

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

Engagement and player experience in multi-player games is influenced by the people you play with. For that reason, grouping features and matchmaking facilities in games, as well as third-party services, have gained in popularity in the industry and player community as they assist in building and maintaining social relationships with like-minded players. Understanding how social connections are formed and how these relations can foster in-game activity offers insights for building and maintaining a player base and can, in turn, improve retention and engagement. This paper examines the social network formed by users of the the100.io – a social matchmaking website for the game Destiny. The service provides an opportunity to examine an online social network formed around a game combined with demographic and preference data. The paper explores the correlation of structural network properties with preference and game-related performance data, provides metrics useful for analyzing and understanding the structure of these kinds of player networks and showcases how community analysis and behavioral profiling can be applied to inform game developers about behavioral groupings in social player networks.
LanguageEnglish
Article number100284
Number of pages14
JournalEntertainment Computing
Volume30
DOIs
StatePublished - 2019

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Keywords

  • Player-grouping services
  • Destiny
  • Game analytics
  • Social network analysis
  • Community analysis

Cite this

Wallner, G., Schinnerl, C., Schiller, M. H., Monte Calvo, A., Pirker, J., Sifa, R., & Drachen, A. (2019). Beyond the individual: understanding social structures of an online player matchmaking website. Entertainment Computing, 30, [100284]. DOI: 10.1016/j.entcom.2019.01.002
Wallner, G. ; Schinnerl, Christopher ; Schiller, Michael Helfried ; Monte Calvo, Alexander ; Pirker, Johanna ; Sifa, Rafet ; Drachen, Anders. / Beyond the individual : understanding social structures of an online player matchmaking website. In: Entertainment Computing. 2019 ; Vol. 30.
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title = "Beyond the individual: understanding social structures of an online player matchmaking website",
abstract = "Engagement and player experience in multi-player games is influenced by the people you play with. For that reason, grouping features and matchmaking facilities in games, as well as third-party services, have gained in popularity in the industry and player community as they assist in building and maintaining social relationships with like-minded players. Understanding how social connections are formed and how these relations can foster in-game activity offers insights for building and maintaining a player base and can, in turn, improve retention and engagement. This paper examines the social network formed by users of the the100.io – a social matchmaking website for the game Destiny. The service provides an opportunity to examine an online social network formed around a game combined with demographic and preference data. The paper explores the correlation of structural network properties with preference and game-related performance data, provides metrics useful for analyzing and understanding the structure of these kinds of player networks and showcases how community analysis and behavioral profiling can be applied to inform game developers about behavioral groupings in social player networks.",
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Wallner, G, Schinnerl, C, Schiller, MH, Monte Calvo, A, Pirker, J, Sifa, R & Drachen, A 2019, 'Beyond the individual: understanding social structures of an online player matchmaking website' Entertainment Computing, vol. 30, 100284. DOI: 10.1016/j.entcom.2019.01.002

Beyond the individual : understanding social structures of an online player matchmaking website. / Wallner, G. (Corresponding author); Schinnerl, Christopher; Schiller, Michael Helfried; Monte Calvo, Alexander; Pirker, Johanna; Sifa, Rafet; Drachen, Anders.

In: Entertainment Computing, Vol. 30, 100284, 2019.

Research output: Contribution to journalArticleAcademicpeer-review

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AU - Drachen,Anders

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Wallner G, Schinnerl C, Schiller MH, Monte Calvo A, Pirker J, Sifa R et al. Beyond the individual: understanding social structures of an online player matchmaking website. Entertainment Computing. 2019;30. 100284. Available from, DOI: 10.1016/j.entcom.2019.01.002