Influence and Dissemination Of Sentiments in Social Network Communication Patterns

Robert Hillmann, Matthias Trier

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    Abstract

    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.
    Original languageEnglish
    Title of host publicationECIS 2013 Proceedings
    Number of pages12
    Place of PublicationAtlanta, GA
    PublisherAssociation for Information Systems. AIS Electronic Library (AISeL)
    Publication date2013
    Article numberPaper 57
    ISBN (Print)9783834924421
    Publication statusPublished - 2013
    EventThe 21st European Conference on Information Systems (ECIS) 2013 - Utrecht University, Utrecht Science Park 'de Uithof', Utrecht, Netherlands
    Duration: 5 Jun 20138 Jun 2013
    Conference number: 21
    https://sites.google.com/site/ecis2013nl/home

    Conference

    ConferenceThe 21st European Conference on Information Systems (ECIS) 2013
    Number21
    LocationUtrecht University, Utrecht Science Park 'de Uithof'
    CountryNetherlands
    CityUtrecht
    Period05/06/201308/06/2013
    Internet address
    SeriesProceedings of the European Conference on Information Systems
    ISSN0000-0034

    Cite this

    Hillmann, R., & Trier, M. (2013). Influence and Dissemination Of Sentiments in Social Network Communication Patterns. In ECIS 2013 Proceedings [Paper 57] Association for Information Systems. AIS Electronic Library (AISeL). Proceedings of the European Conference on Information Systems http://www.staff.science.uu.nl/~Vlaan107/ecis