Revealing interaction dynamics: Multi-level visual exploration of user strategies with an interactive digital environment

P Yu, A Nordman, M Koc-Januchta… - … on Visualization and …, 2024 - ieeexplore.ieee.org
Abstract—We present a visual analytics approach for … the following three types of sequences
can be visualized: 1. … explore the visualization application and casual leisure activities [57]. …

How to evaluate data visualizations across different levels of understanding

A Burns, C Xiong, S Franconeri… - … to Visualization  …, 2020 - ieeexplore.ieee.org
ABSTRACT Understanding a visualization is a multi-level process. A reader must extract
and … For visualization, this level could be translated to tasks where the participant solves a …

Data visualization literacy: Definitions, conceptual frameworks, exercises, and assessments

K Börner, A Bueckle, M Ginda - Proceedings of the National …, 2019 - National Acad Sciences
… proposed by Brehmer and Munzner (55) covers two main abstract visualization tasks. The
… ’ ability to interpret visualizations across tasks and DVL-FW types and identify different kinds …

Accessible visualization via natural language descriptions: A four-level model of semantic content

A Lundgard, A Satyanarayan - … transactions on visualization …, 2021 - ieeexplore.ieee.org
Abstract— Natural language descriptions sometimes … visualizations along three dimensions:
the visualization type (bar … each of the 15 visualization ranking tasks would be completed by …

Immersive analytics with abstract 3D visualizations: A survey

M Kraus, J Fuchs, B Sommer, K Klein… - Computer Graphics …, 2022 - Wiley Online Library
… 3D visualizations, opportunities and challengesabstract data visualizations and analyse
corresponding papers in more detail by setting the focus on visualization types, analysis tasks

Deconstructing categorization in visualization recommendation: A taxonomy and comparative study

DJL Lee, V Setlur, M Tory, K Karahalios… - … on Visualization and …, 2021 - ieeexplore.ieee.org
… that encompasses the types of data-based visualization rec… , we listed the different types of
recommendations supported across … , “A multi-level typology of abstract visualization tasks,” in …

Does design matter when visualizing Big Data? An empirical study to investigate the effect of visualization type and interaction use

L Perkhofer, C Walchshofer, P Hofer - Journal of Management Control, 2020 - Springer
… This paper contributes to closing this research gap by measuring the effects of appropriate
visualization use based on data and task characteristics. Further, we specifically test the …

A survey of perception-based visualization studies by task

GJ Quadri, P Rosen - IEEE transactions on visualization and …, 2021 - ieeexplore.ieee.org
… or visual encodings, tasks being performed, and the size and … efficacy for many tasks and
visualization types, but our survey … , “A multi-level typology of abstract visualization tasks,” IEEE …

Communicative visualizations as a learning problem

E Adar, E Lee - IEEE Transactions on Visualization and …, 2020 - ieeexplore.ieee.org
Abstract—Significant research has provided robust task and … for the analysis of exploratory
visualizations. Unfortunately, … visualizations and the prevalence of certain objective types. …

Using multi-level information in hierarchical process mining: Balancing behavioural quality and model complexity

SJJ Leemans, K Goel… - 2020 2nd International …, 2020 - ieeexplore.ieee.org
… numbers of activities and complex behaviour) or abstract and … ], [34], [36] (different types of
behaviour may require different … ) and on the native graph visualisation of the model (as a user …