How does Enterprise Architecture support the Design and Realization of Data-Driven Business Models? An Empirical Study

Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

Authors

As part of the data evolution, data-driven business models (DDBMs) have emerged as a phenomenon in great demand for academia and practice. Latest technological advancements such as cloud, internet of things, big data, and machine learning have contributed to the rise of DDBM, along with novel opportunities to monetize data. While enterprise architecture (EA) management and modeling have proven its value for IT-related projects, the support of EA for DDBM is a rather new and unexplored field. Building upon a grounded theory research approach, we shed light on the support of EA for DDBM in practice. We derived four approaches for DDBM design and realization and relate them to the support of EA modeling and management. Our study draws on 16 semi-structured interviews with experts from consulting and industry firms. Our results contribute to a still sparsely researched area with empirical findings and new research avenues. Practitioners gain insights into reference cases and find opportunities to apply EA artifacts in DDBM projects.
Original languageEnglish
Title of host publicationInnovation Through Information Systems - Volume III : A Collection of Latest Research on Management Issues
EditorsFrederik Ahlemann, Reinhard Schütte, Stefan Stieglitz
Number of pages16
Place of PublicationCham
PublisherSpringer Nature Switzerland AG
Publication date01.01.2021
Pages662-677
ISBN (print)978-3-030-86799-7
ISBN (electronic)978-3-030-86800-0
DOIs
Publication statusPublished - 01.01.2021
Event16th International Conference on Business Information Systems Engineering - WI 2021 - Universität Duisburg - Essen, Duisburg, Germany
Duration: 09.03.202111.03.2021
Conference number: 16
https://wi2021.de/start-2.html

Bibliographical note

Publisher Copyright:
© 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.

Recently viewed

Publications

  1. Constraint breeds creativity
  2. Message passing for hyper-relational knowledge graphs
  3. Technological System and the Problem of Desymbolization
  4. The Influence of Note-taking on Mathematical Solution Processes while Working on Reality-Based Tasks
  5. Holistic and scalable ranking of RDF data
  6. Comparison of different FEM codes approach for extrusion process analysis
  7. Database on Learning for Sustainable Development – analysis of projects
  8. A Wavelet Packet Algorithm for Online Detection of Pantograph Vibrations
  9. Robust decoupling through algebraic output feedback in manipulation systems
  10. Accounting and Modeling as Design Metaphors for CEMIS
  11. Faulty Process Detection Using Machine Learning Techniques
  12. Taking notes as a strategy for solving reality-based tasks in mathematics
  13. Contextual movement models based on normalizing flows
  14. Perception and Inference
  15. A guided simulated annealing search for solving the pick-up and delivery problem with time windows and capacity constraints
  16. The role of learners’ memory in app-based language instruction: the case of Duolingo.
  17. Creating regional (e-)learning networks
  18. Active and semi-supervised data domain description
  19. TextGraphs 2024 Shared Task on Text-Graph Representations for Knowledge Graph Question Answering
  20. Analyzing User Journey Data In Digital Health: Predicting Dropout From A Digital CBT-I Intervention
  21. Recognition and approach responses toward threatening objects
  22. Effectiveness of a guided multicomponent internet and mobile gratitude training program - A pragmatic randomized controlled trial
  23. Formative Perspectives on the Relation Between CSR Communication and CSR Practices
  24. Multi-view discriminative sequential learning
  25. Sensitivity to complexity - an important prerequisite of problem solving mathematics teaching
  26. Web-scale extension of RDF knowledge bases from templated websites
  27. Clause identification using entropy guided transformation learning
  28. Intellectual property issues in the use and distribution of remote sensing data
  29. Mathematical Modeling for Robot 3D Laser Scanning in Complete Darkness Environments to Advance Pipeline Inspection
  30. Constraints are the solution, not the problem
  31. Investigation and modeling of the material behavior due to evolving dislocation microstructures in fcc and bcc metals