Who are convincing? An experience based opinion formation dynamics in online social networks

Rajkumar Das, Joarder Kamruzzaman, Gour Karmakar

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

    Abstract

    Online social network (OSN) is one of the major platforms where our opinions are formed now-a-days and increasing so. Opinion formation dynamics captures the ways public opinions are formed, mainly from two different sources, (i) neighbours' opinions, (ii) external opinions from sources other than the neighbours. In this paper, we formulate an opinion formation model by considering two very important factors, that were ignored or a very little explored in the literature. First, we model the convincing power of the opinions encountered from the two sources. Second, we incorporate the experience of users' previous interactions with the two opinion sources. The problem is formulated as an agent based model where each member of an OSN is represented with an agent and their relationships with a graph. Finally through simulation, we create various scenarios, and apply our model to observe the steady state outcomes of the dynamics. This helps us to study the nature of the public opinions under various influences of our model parameters.

    Original languageEnglish
    Title of host publicationEuropean Simulation and Modelling Conference 2016, ESM 2016
    EditorsJose Evora-Gomez , Jose Juan Hernandez-Cabrera
    PublisherEUROSIS-ETI
    Pages167-173
    Number of pages7
    ISBN (Electronic)9789077381953
    Publication statusPublished - 2016
    EventEuropean Simulation and Modelling Conference 2016 - University of Las Palmas, Las Palmas de Gran Canaria, Spain
    Duration: 26 Oct 201628 Oct 2016
    Conference number: 30th
    https://www.eurosis.org/cms/?q=taxonomy/term/383

    Conference

    ConferenceEuropean Simulation and Modelling Conference 2016
    Abbreviated titleESM 2016
    CountrySpain
    CityLas Palmas de Gran Canaria
    Period26/10/1628/10/16
    Internet address

    Keywords

    • Agent based model
    • Credibility of opinion sources
    • Online social networks
    • Opinion formation dynamics

    Cite this