#7350. Co-adaptive visual data analysis and guidance processes

August 2026publication date
Proposal available till 28-05-2025
4 total number of authors per manuscript0 $

The title of the journal is available only for the authors who have already paid for
Journal’s subject area:
Engineering (all);
Computer Graphics and Computer-Aided Design;
Signal Processing;
Computer Vision and Pattern Recognition;
Software;
Human-Computer Interaction;
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Abstract:
Mixed-initiative visual data analysis processes are characterized by the co-adaptation of users and systems over time. As the analysis progresses, both actors – users and systems – gather information, update their analysis behavior, and work on different tasks towards their respective goals. In this paper, we contribute a multigranular model of co-adaptive visual analysis that is centered around incremental learning goals derived from a hierarchical taxonomy of learning goals from pedagogy.
Keywords:
Co-Adaptive Analysis Process; Guidance; Visual Analytics

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