Publikation: Learning and Teaching in Co-Adaptive Guidance for Mixed-Initiative Visual Analytics
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2020
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TURKAY, Cagatay, ed., Katerina VROTSOU, ed.. EuroVis Workshop on Visual Analytics (EuroVA). Goslar: Eurographics Association, 2020, pp. 61-65. eISSN 2664-4487. ISBN 978-3-03868-116-8. Available under: doi: 10.2312/eurova.20201088
Zusammenfassung
Guidance processes in visual analytics applications often lack adaptivity. In this position paper, we contribute the concept of co-adaptive guidance, building on the principles of initiation and adaptation. We argue that both the user and the system adapt their data-, task- and user/system-models over time. Based on these principles, we propose reasoning about the guidance design space through introducing the concepts of learning and teaching that complement the existing dimension of implicit and explicit guidance, thus, deriving the four guidance dynamics user-teaching, system-teaching, user-learning, and system-learning. Finally, we classify current guidance approaches according to the dynamics, demonstrating their applicability to co-adaptive guidance.
Zusammenfassung in einer weiteren Sprache
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004 Informatik
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EuroVis Workshop on Visual Analytics (EuroVA), 25. Mai 2020, Norrköping, Sweden
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SPERRLE, Fabian, Astrik Veronika JEITLER, Jürgen BERNARD, Daniel A. KEIM, Mennatallah EL-ASSADY, 2020. Learning and Teaching in Co-Adaptive Guidance for Mixed-Initiative Visual Analytics. EuroVis Workshop on Visual Analytics (EuroVA). Norrköping, Sweden, 25. Mai 2020. In: TURKAY, Cagatay, ed., Katerina VROTSOU, ed.. EuroVis Workshop on Visual Analytics (EuroVA). Goslar: Eurographics Association, 2020, pp. 61-65. eISSN 2664-4487. ISBN 978-3-03868-116-8. Available under: doi: 10.2312/eurova.20201088BibTex
@inproceedings{Sperrle2020Learn-49750,
year={2020},
doi={10.2312/eurova.20201088},
title={Learning and Teaching in Co-Adaptive Guidance for Mixed-Initiative Visual Analytics},
url={https://diglib.eg.org/handle/10.2312/eurova20201088},
isbn={978-3-03868-116-8},
publisher={Eurographics Association},
address={Goslar},
booktitle={EuroVis Workshop on Visual Analytics (EuroVA)},
pages={61--65},
editor={Turkay, Cagatay and Vrotsou, Katerina},
author={Sperrle, Fabian and Jeitler, Astrik Veronika and Bernard, Jürgen and Keim, Daniel A. and El-Assady, Mennatallah}
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2020-05-26
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