Understanding Enterprise Architecture with Topic Modeling: Preliminary Research based on Journal Articles

Marco Nardello, Charles Møller, John Gøtze

    Publikation: Konference artikel i Proceeding eller bog/rapport kapitelKonferencebidrag i proceedingsForskningpeer review

    Abstract

    The next 3 years will be more important than the last 50 due to the digital transformation across industries. Enterprise Architecture (EA), the discipline that should lead enterprise responses to disruptive forces, is far from ready to drive the next wave of change. The state of the art in the discipline is not clear and the understanding among researchers and practitioners is not aligned. To address these problems, we developed a topic model to help structure the field and enable EA to evolve coherently. In this preliminary study, we present the 360 identified topics in EA literature and their evolution over time. Our study supports and combines the findings from previous research and provides both a deeper analysis and more detailed findings.
    OriginalsprogEngelsk
    TitelProceedings of the 20th International Conference on Enterprise Information Systems (ICEIS 2018)
    Antal sider9
    Vol/bind2
    ForlagSCITEPRESS Digital Library
    Publikationsdatomaj 2018
    Sider640-648
    ISBN (Elektronisk)978-989-758-298-1
    StatusUdgivet - maj 2018
    BegivenhedInternational Conference on Enterprise Information Systems - Hotel Vila Galé Santa Cruz, Funchal, Portugal
    Varighed: 21 mar. 201824 mar. 2018
    Konferencens nummer: 20
    http://www.iceis.org/?y=2018

    Konference

    KonferenceInternational Conference on Enterprise Information Systems
    Nummer20
    LokationHotel Vila Galé Santa Cruz
    Land/OmrådePortugal
    ByFunchal
    Periode21/03/201824/03/2018
    Internetadresse

    Emneord

    • Enterprise Architecture
    • Topic Modelling
    • Content Analysis
    • Research Theme
    • Future Research
    • Machine learning
    • Latent Dirichlet Allocation

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