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

Marco Nardello, Charles Møller, John Gøtze

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.

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Paper Citation


in Harvard Style

Nardello M., Møller C. and Gøtze J. (2018). Understanding Enterprise Architecture with Topic Modeling - Preliminary Research based on Journal Articles.In Proceedings of the 20th International Conference on Enterprise Information Systems - Volume 2: ICEIS, ISBN 978-989-758-298-1, pages 640-648. DOI: 10.5220/0006693106400648


in Bibtex Style

@conference{iceis18,
author={Marco Nardello and Charles Møller and John Gøtze},
title={Understanding Enterprise Architecture with Topic Modeling - Preliminary Research based on Journal Articles},
booktitle={Proceedings of the 20th International Conference on Enterprise Information Systems - Volume 2: ICEIS,},
year={2018},
pages={640-648},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006693106400648},
isbn={978-989-758-298-1},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 20th International Conference on Enterprise Information Systems - Volume 2: ICEIS,
TI - Understanding Enterprise Architecture with Topic Modeling - Preliminary Research based on Journal Articles
SN - 978-989-758-298-1
AU - Nardello M.
AU - Møller C.
AU - Gøtze J.
PY - 2018
SP - 640
EP - 648
DO - 10.5220/0006693106400648