How to evaluate data visualizations across different levels of understanding

A Burns, C Xiong, S Franconeri… - … to Visualization  …, 2020 - ieeexplore.ieee.org
… framework to evaluate data visualization across multiple facets of understanding based
on Bloom’s taxonomy. ABSTRACT Understanding a visualization is a multi-level process. A …

[HTML][HTML] Representing data visualization goals and tasks through meta-modeling to tailor information dashboards

A Vázquez-Ingelmo, FJ García-Peñalvo, R Therón… - Applied Sciences, 2020 - mdpi.com
… the goals and tasks that will be achieved or carried out through the visualizations. This work
… these factors and the integration of a visualization task taxonomy to account for the different …

[HTML][HTML] Draw me Science: Multi-level and multi-scale reconstruction of knowledge dynamics with phylomemies

D Chavalarias, Q Lobbé, A Delanoë - Scientometrics, 2021 - Springer
… Then, we demonstrate how we can reconstruct a reasonably precise and concise multi-scale
and multi-level approximation of the dynamical structures of Science: phylomemies. We …

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

A Lundgard, A Satyanarayan - … transactions on visualization …, 2021 - ieeexplore.ieee.org
… We organized these visualizations along three dimensions: the visualization type (bar charts…
We labeled visualizations as “easy” if they were basic instances of their canonical type (eg, …

TOTEM: Reconciling multi-level modelling with standard two-level modelling

SP Jácome-Guerrero, J de Lara - Computer Standards & Interfaces, 2020 - Elsevier
multi-level modelling approaches using a feature model. On such a basis, we provide a detailed
comparison of existing multi-level … a new approach to multi-level modelling that embeds …

Immersive analytics with abstract 3D visualizations: A survey

M Kraus, J Fuchs, B Sommer, K Klein… - Computer Graphics …, 2022 - Wiley Online Library
… While much literature on abstract visualizations and … immersive environments for abstract
3D visualizations. A number … stereoscopic 3D visualizations, opportunities and challenges with …

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 …

[HTML][HTML] 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
… We wanted to investigate if one particular visualization type can outperform the other based
on the three tasks identify, compare, and summarize (classification based on (Brehmer and …

Rethinking the Multi-level Perspective for energy transitions: From regime life-cycle to explanatory typology of transition pathways

L Kanger - Energy Research & Social Science, 2021 - Elsevier
… An influential framework for the study of energy transitions is the Multi-level Perspective
which has been applied to a broad range of new topics and questions over the last decades. …

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 …