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A Principled Way of Assessing Visualization Literacy
- Source :
- IEEE Transactions on Visualization and Computer Graphics, IEEE Transactions on Visualization and Computer Graphics, 2014, 20 (12), pp.10. ⟨10.1109/TVCG.2014.2346984⟩, IEEE Transactions on Visualization and Computer Graphics, Institute of Electrical and Electronics Engineers, 2014, 20 (12), pp.10. ⟨10.1109/TVCG.2014.2346984⟩
- Publication Year :
- 2014
- Publisher :
- HAL CCSD, 2014.
-
Abstract
- International audience; We describe a method for assessing the visualization literacy (VL) of a user. Assessing how well people understand visualizations has great value for research (e. g., to avoid confounds), for design (e. g., to best determine the capabilities of an audience), for teaching (e. g., to assess the level of new students), and for recruiting (e. g., to assess the level of interviewees). This paper proposes a method for assessing VL based on Item Response Theory. It describes the design and evaluation of two VL tests for line graphs, and presents the extension of the method to bar charts and scatterplots. Finally, it discusses the reimplementation of these tests for fast, effective, and scalable web-based use.
- Subjects :
- Literacy
Visualization literacy
Rasch Model
Item Response Theory
Computer science
media_common.quotation_subject
Data modeling
Computer graphics
Information visualization
Data visualization
Task Performance and Analysis
Item response theory
Computer Graphics
Humans
[INFO.INFO-HC]Computer Science [cs]/Human-Computer Interaction [cs.HC]
media_common
Psychological Tests
business.industry
Computer Graphics and Computer-Aided Design
Data science
Visualization
ACM: H.: Information Systems/H.5: INFORMATION INTERFACES AND PRESENTATION (e.g., HCI)
Reading
Signal Processing
Computer Vision and Pattern Recognition
Comprehension
business
Software
Subjects
Details
- Language :
- English
- ISSN :
- 10772626
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Visualization and Computer Graphics, IEEE Transactions on Visualization and Computer Graphics, 2014, 20 (12), pp.10. ⟨10.1109/TVCG.2014.2346984⟩, IEEE Transactions on Visualization and Computer Graphics, Institute of Electrical and Electronics Engineers, 2014, 20 (12), pp.10. ⟨10.1109/TVCG.2014.2346984⟩
- Accession number :
- edsair.doi.dedup.....2a2f7ebf8a9eb1b238a7db267e7e2058
- Full Text :
- https://doi.org/10.1109/TVCG.2014.2346984⟩