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To design interfaces for exploratory data analysis, we need theories of graphical inference
Harvard data science review (HDSR), 2021
5 April 2021
Jessica Hullman
Andrew Gelman
Re-assign community
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Papers citing
"To design interfaces for exploratory data analysis, we need theories of graphical inference"
17 / 17 papers shown
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Charting EDA: Characterizing Interactive Visualization Use in Computational Notebooks with a Mixed-Methods Formalism
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2024
Dylan Wootton
Amy Rae Fox
Evan Peck
Arvind Satyanarayan
241
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16 Sep 2024
Beyond Correlation: Incorporating Counterfactual Guidance to Better Support Exploratory Visual Analysis
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2024
Arran Zeyu Wang
D. Borland
David Gotz
CML
302
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28 Aug 2024
Beware of Validation by Eye: Visual Validation of Linear Trends in Scatterplots
Daniel Braun
Remco Chang
Michael Gleicher
T. V. Landesberger
FAtt
208
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16 Jul 2024
Using Counterfactuals to Improve Causal Inferences from Visualizations
IEEE Computer Graphics and Applications (IEEE CG&A), 2024
D. Borland
Arran Zeyu Wang
David Gotz
CML
202
11
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16 Jan 2024
EVM: Incorporating Model Checking into Exploratory Visual Analysis
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Alex Kale
Ziyang Guo
X. Qiao
Jeffrey Heer
Jessica Hullman
190
17
0
24 Aug 2023
Heuristics for Supporting Cooperative Dashboard Design
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
V. Setlur
M. Correll
Arvind Satyanarayan
Melanie Tory
302
21
0
08 Aug 2023
The Rational Agent Benchmark for Data Visualization
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Yifan Wu
Ziyang Guo
Michail Mamakos
Jason D. Hartline
Jessica Hullman
296
20
0
07 Apr 2023
Visual Belief Elicitation Reduces the Incidence of False Discovery
International Conference on Human Factors in Computing Systems (CHI), 2023
Ratanond Koonchanok
Gauri Yatindra Tawde
Gokul Ragunandhan Narayanasamy
Shalmali Walimbe
K. Reda
107
12
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29 Jan 2023
Analysis Without Data: Teaching Students to Tackle the VAST Challenge
Edward W He
Daniel Tolessa
Ashley Suh
Remco Chang
136
2
0
01 Nov 2022
Are We Making Progress In Visualization Research?
M. Correll
140
8
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25 Aug 2022
No Grammar to Rule Them All: A Survey of JSON-style DSLs for Visualization
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
A. Mcnutt
242
40
0
16 Jul 2022
A Grammar of Hypotheses for Visualization, Data, and Analysis
Ashley Suh
Abigail Mosca
Eugene Wu
Remco Chang
322
2
0
29 Apr 2022
Iceberg Sensemaking: A Process Model for Critical Data Analysis and Visualization
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
C. Berret
T. Munzner
259
10
0
10 Apr 2022
Recommendations for Visualization Recommendations: Exploring Preferences and Priorities in Public Health
International Conference on Human Factors in Computing Systems (CHI), 2022
Calvin Bao
Siyao Li
Sarah Flores
M. Correll
Leilani Battle
AI4TS
132
16
0
02 Feb 2022
Augmenting Decision Making via Interactive What-If Analysis
Sneha Gathani
Madelon Hulsebos
James Gale
P. Haas
cCaugatay Demiralp
444
11
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13 Sep 2021
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