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

Marco Nardello; Charles Møller; John Gøtze

doi:10.5220/0006693106400648

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

Marco Nardello, Charles Møller, John Gøtze

Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

3 Citationer (Scopus)

112 Downloads (Pure)

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.

Originalsprog	Engelsk
Titel	ICEIS 2018 - Proceedings of the 20th International Conference on Enterprise Information Systems
Redaktører	Joaquim Filipe, Olivier Camp, Michal Smialek, Joaquim Filipe, Slimane Hammoudi
Antal sider	9
Vol/bind	2
Forlag	SCITEPRESS Digital Library
Publikationsdato	apr. 2018
Sider	640-648
ISBN (Trykt)	978-989-758-298-1
ISBN (Elektronisk)	9789897582981
DOI	https://doi.org/10.5220/0006693106400648
Status	Udgivet - apr. 2018
Begivenhed	International Conference on Enterprise Information Systems (ICEIS) - Funchal, Portugal Varighed: 21 mar. 2018 → 24 mar. 2018 Konferencens nummer: 20

Konference

Konference	International Conference on Enterprise Information Systems (ICEIS)
Nummer	20
Land/Område	Portugal
By	Funchal
Periode	21/03/2018 → 24/03/2018

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Citationsformater

Nardello, M., Møller, C., & Gøtze, J. (2018). Understanding Enterprise Architecture with Topic Modeling: Preliminary Research Based on Journal Articles. I J. Filipe, O. Camp, M. Smialek, J. Filipe, & S. Hammoudi (red.), ICEIS 2018 - Proceedings of the 20th International Conference on Enterprise Information Systems (Bind 2, s. 640-648). SCITEPRESS Digital Library. https://doi.org/10.5220/0006693106400648

Nardello, Marco ; Møller, Charles ; Gøtze, John. / Understanding Enterprise Architecture with Topic Modeling : Preliminary Research Based on Journal Articles. ICEIS 2018 - Proceedings of the 20th International Conference on Enterprise Information Systems. red. / Joaquim Filipe ; Olivier Camp ; Michal Smialek ; Joaquim Filipe ; Slimane Hammoudi. Bind 2 SCITEPRESS Digital Library, 2018. s. 640-648

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title = "Understanding Enterprise Architecture with Topic Modeling: Preliminary Research Based on Journal Articles",

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.",

keywords = "Enterprise Architecture, Topic Modelling, Content Analysis, Research Theme, Future Research, Machine Learning, Latent Dirichlet Allocation",

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year = "2018",

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editor = "Joaquim Filipe and Olivier Camp and Michal Smialek and Joaquim Filipe and Slimane Hammoudi",

booktitle = "ICEIS 2018 - Proceedings of the 20th International Conference on Enterprise Information Systems",

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note = "International Conference on Enterprise Information Systems (ICEIS) ; Conference date: 21-03-2018 Through 24-03-2018",

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Nardello, M, Møller, C & Gøtze, J 2018, Understanding Enterprise Architecture with Topic Modeling: Preliminary Research Based on Journal Articles. i J Filipe, O Camp, M Smialek, J Filipe & S Hammoudi (red), ICEIS 2018 - Proceedings of the 20th International Conference on Enterprise Information Systems. bind 2, SCITEPRESS Digital Library, s. 640-648, International Conference on Enterprise Information Systems (ICEIS) , Funchal, Portugal, 21/03/2018. https://doi.org/10.5220/0006693106400648

Understanding Enterprise Architecture with Topic Modeling: Preliminary Research Based on Journal Articles. / Nardello, Marco; Møller, Charles; Gøtze, John.
ICEIS 2018 - Proceedings of the 20th International Conference on Enterprise Information Systems. red. / Joaquim Filipe; Olivier Camp; Michal Smialek; Joaquim Filipe; Slimane Hammoudi. Bind 2 SCITEPRESS Digital Library, 2018. s. 640-648.

Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

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AB - 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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Nardello M, Møller C, Gøtze J. Understanding Enterprise Architecture with Topic Modeling: Preliminary Research Based on Journal Articles. I Filipe J, Camp O, Smialek M, Filipe J, Hammoudi S, red., ICEIS 2018 - Proceedings of the 20th International Conference on Enterprise Information Systems. Bind 2. SCITEPRESS Digital Library. 2018. s. 640-648 doi: 10.5220/0006693106400648

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

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