A game theoretic analysis of collaboration in Wikipedia

S. Anand, Ofer Arazy, Narayan B. Mandayam, Oded Nov

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Abstract

    Peer production projects such as Wikipedia or open-source software development allow volunteers to collectively create knowledge-based products. The inclusive nature of such projects poses difficult challenges for ensuring trustworthiness and combating vandalism. Prior studies in the area deal with descriptive aspects of peer production, failing to capture the idea that while contributors collaborate, they also compete for status in the community and for imposing their views on the product. In this paper, we investigate collaborative authoring in Wikipedia, where contributors append and overwrite previous contributions to a page. We assume that a contributor's goal is to maximize ownership of content sections, such that content owned (i.e. originated) by her survived the most recent revision of the page.We model contributors' interactions to increase their content ownership as a non-cooperative game, where a player's utility is associated with content owned and cost is a function of effort expended. Our results capture several real-life aspects of contributors interactions within peer-production projects. Namely, we show that at the Nash equilibrium there is an inverse relationship between the effort required to make a contribution and the survival of a contributor's content. In other words, majority of the content that survives is necessarily contributed by experts who expend relatively less effort than non-experts. An empirical analysis of Wikipedia articles provides support for our model's predictions. Implications for research and practice are discussed in the context of trustworthy collaboration as well as vandalism.

    Original languageEnglish (US)
    Title of host publicationDecision and Game Theory for Security - 4th International Conference, GameSec 2013, Proceedings
    PublisherSpringer Verlag
    Pages29-44
    Number of pages16
    Volume8252 LNCS
    ISBN (Print)9783319027852
    DOIs
    StatePublished - 2013
    Event4th International Conference on Decision and Game Theory for Security, GameSec 2013 - Fort Worth, TX, United States
    Duration: Nov 11 2013Nov 12 2013

    Publication series

    NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    Volume8252 LNCS
    ISSN (Print)03029743
    ISSN (Electronic)16113349

    Other

    Other4th International Conference on Decision and Game Theory for Security, GameSec 2013
    CountryUnited States
    CityFort Worth, TX
    Period11/11/1311/12/13

    Fingerprint

    Wikipedia
    Game
    Software engineering
    Non-cooperative Game
    Trustworthiness
    Authoring
    Open Source Software
    Empirical Analysis
    Knowledge-based
    Interaction
    Nash Equilibrium
    Prediction Model
    Software Development
    Maximise
    Collaboration
    Costs

    Keywords

    • Collaboration
    • Non-cooperative game
    • Peer production
    • Trustworthy collaboration
    • Vandalism
    • Wikipedia

    ASJC Scopus subject areas

    • Computer Science(all)
    • Theoretical Computer Science

    Cite this

    Anand, S., Arazy, O., Mandayam, N. B., & Nov, O. (2013). A game theoretic analysis of collaboration in Wikipedia. In Decision and Game Theory for Security - 4th International Conference, GameSec 2013, Proceedings (Vol. 8252 LNCS, pp. 29-44). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8252 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-319-02786-9_3

    A game theoretic analysis of collaboration in Wikipedia. / Anand, S.; Arazy, Ofer; Mandayam, Narayan B.; Nov, Oded.

    Decision and Game Theory for Security - 4th International Conference, GameSec 2013, Proceedings. Vol. 8252 LNCS Springer Verlag, 2013. p. 29-44 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8252 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Anand, S, Arazy, O, Mandayam, NB & Nov, O 2013, A game theoretic analysis of collaboration in Wikipedia. in Decision and Game Theory for Security - 4th International Conference, GameSec 2013, Proceedings. vol. 8252 LNCS, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 8252 LNCS, Springer Verlag, pp. 29-44, 4th International Conference on Decision and Game Theory for Security, GameSec 2013, Fort Worth, TX, United States, 11/11/13. https://doi.org/10.1007/978-3-319-02786-9_3
    Anand S, Arazy O, Mandayam NB, Nov O. A game theoretic analysis of collaboration in Wikipedia. In Decision and Game Theory for Security - 4th International Conference, GameSec 2013, Proceedings. Vol. 8252 LNCS. Springer Verlag. 2013. p. 29-44. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-319-02786-9_3
    Anand, S. ; Arazy, Ofer ; Mandayam, Narayan B. ; Nov, Oded. / A game theoretic analysis of collaboration in Wikipedia. Decision and Game Theory for Security - 4th International Conference, GameSec 2013, Proceedings. Vol. 8252 LNCS Springer Verlag, 2013. pp. 29-44 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
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