Influence and Dissemination Of Sentiments in Social Network Communication Patterns

Robert Hillmann, Matthias Trier

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningpeer review

    Abstrakt

    Previous research suggests the existence of sentiments in online social networks. In comparison to real life human interaction, in which sentiments have been shown to have an influence on human behaviour, it is not yet completely understood which mechanisms explain how sentiments influence users in online environments. We develop a theoretical framework that tries to bridge the gap between social influence theories that focus on offline interactions on one hand and online interaction in social networks on the other hand. We then test our hypothesis about the influence and dissemination of sentiments in a quantitative analysis that is based on retrieved textual messages of communication patterns in over 12000 online social networks. Our empirical results suggest a general influence of sentiments on node communication patterns that is evidenced by increased occurrences of subsequent messages that express the same sentiment polarization. We interpret these findings and suggest future research to advance our currently limited theories that assume perceived and generalized social influence to path-dependent social influence models that consider actual behaviour.
    OriginalsprogEngelsk
    TitelECIS 2013 Proceedings
    Antal sider12
    UdgivelsesstedAtlanta, GA
    ForlagAssociation for Information Systems. AIS Electronic Library (AISeL)
    Publikationsdato2013
    ArtikelnummerPaper 57
    ISBN (Trykt)9783834924421
    StatusUdgivet - 2013
    BegivenhedThe 21st European Conference on Information Systems (ECIS) 2013 - Utrecht University, Utrecht Science Park 'de Uithof', Utrecht, Holland
    Varighed: 5 jun. 20138 jun. 2013
    Konferencens nummer: 21
    https://sites.google.com/site/ecis2013nl/home

    Konference

    KonferenceThe 21st European Conference on Information Systems (ECIS) 2013
    Nummer21
    LokationUtrecht University, Utrecht Science Park 'de Uithof'
    LandHolland
    ByUtrecht
    Periode05/06/201308/06/2013
    Internetadresse
    NavnProceedings of the European Conference on Information Systems
    ISSN0000-0034

    Emneord

    • Social Network Analysis
    • Sentiment Analysis
    • Communication Patterns

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