Publikation: An Analysis of the Interplay and Mutual Benefits of Grounded Theory and Visualization
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Datum
2024
Autor:innen
Rahman, Alfie Abdul-
Bach, Benjamin
Laramee, Robert S.
Chen, Min
Herausgeber:innen
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IEEE Transactions on Visualization and Computer Graphics (T-VCG). Institute of Electrical and Electronics Engineers (IEEE). ISSN 1077-2626. eISSN 1941-0506. Verfügbar unter: doi: 10.1109/tvcg.2024.3452985
Zusammenfassung
Grounded theory (GT) is a research methodology that entails a systematic workflow for theory generation grounded on emergent data. In this paper, we juxtapose GT workflows with typical workflows in visualization and visual analytics (VIS), unveiling the characteristics shared by these workflows. We explore the research landscape of VIS to study where GT is applied to generate VIS theories, explicitly as well as implicitly. We discuss “why” GT can potentially play a significant role in VIS. We outline a “how” methodology for conducting GT research in VIS, which addresses the need for theoretical advancement in VIS while benefiting from other methods and techniques in VIS. We illustrate this “how” methodology with a use case of adopting GT approaches in studying visualization guidelines.
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Fachgebiet (DDC)
004 Informatik
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Guidelines, Data visualization, Encoding, Social sciences, Cognition, Pipelines, Visualization, Theory, Methods, Visual Analytics, Grounded Theory
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DIEHL, Alexandra, Alfie Abdul- RAHMAN, Benjamin BACH, Mennatallah EL-ASSADY, Matthias KRAUS, Robert S. LARAMEE, Daniel A. KEIM, Min CHEN, 2024. An Analysis of the Interplay and Mutual Benefits of Grounded Theory and Visualization. In: IEEE Transactions on Visualization and Computer Graphics (T-VCG). Institute of Electrical and Electronics Engineers (IEEE). ISSN 1077-2626. eISSN 1941-0506. Verfügbar unter: doi: 10.1109/tvcg.2024.3452985BibTex
@article{Diehl2024Analy-72251,
title={An Analysis of the Interplay and Mutual Benefits of Grounded Theory and Visualization},
year={2024},
doi={10.1109/tvcg.2024.3452985},
issn={1077-2626},
journal={IEEE Transactions on Visualization and Computer Graphics (T-VCG)},
author={Diehl, Alexandra and Rahman, Alfie Abdul- and Bach, Benjamin and El-Assady, Mennatallah and Kraus, Matthias and Laramee, Robert S. and Keim, Daniel A. and Chen, Min}
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