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1908.00215
Cited By
Illusion of Causality in Visualized Data
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2019
1 August 2019
Cindy Xiong
Joel K Shapiro
Jessica Hullman
Steven Franconeri
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Papers citing
"Illusion of Causality in Visualized Data"
29 / 29 papers shown
Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models
Zhanna Kaufman
Madeline Endres
Cindy Xiong Bearfield
Yuriy Brun
227
3
0
31 Jul 2025
Do Large Language Models Show Biases in Causal Learning?
María Victoria Carro
Francisca Gauna Selasco
Denise Alejandra Mester
Margarita Gonzales
Mario Leiva
Maria Vanina Martinez
Gerardo Simari
LRM
322
1
0
13 Dec 2024
Thought Experiments in Design Fiction for Visualization
Swaroop Panda
LRM
132
2
0
13 Nov 2024
Are UFOs Driving Innovation? The Illusion of Causality in Large Language Models
María Victoria Carro
Francisca Gauna Selasco
Denise Alejandra Mester
Mario Leiva
LRM
237
3
0
15 Oct 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
298
9
0
28 Aug 2024
How Aligned are Human Chart Takeaways and LLM Predictions? A Case Study on Bar Charts with Varying Layouts
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2024
Huichen Will Wang
Jane Hoffswell
Sao Myat Thazin Thane
Victor S. Bursztyn
Cindy Xiong Bearfield
443
20
0
13 Aug 2024
CausalPrism: A Visual Analytics Approach for Subgroup-based Causal Heterogeneity Exploration
Jiehui Zhou
Xumeng Wang
Kam-Kwai Wong
Wei Zhang
Xingyu Liu
Juntian Zhang
Minfeng Zhu
Wei Chen
CML
320
2
0
02 Jul 2024
Same Data, Diverging Perspectives: The Power of Visualizations to Elicit Competing Interpretations
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2024
Cindy Xiong Bearfield
Lisanne Van Weelden
Adam Waytz
Steven Franconeri
235
18
0
17 Jan 2024
An Empirical Study of Counterfactual Visualization to Support Visual Causal Inference
Information Visualization (InfoVis), 2024
Arran Zeyu Wang
D. Borland
David Gotz
CML
288
16
0
16 Jan 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
199
11
0
16 Jan 2024
An Explainable AI Approach to Large Language Model Assisted Causal Model Auditing and Development
Yanming Zhang
Brette Fitzgibbon
Dino Garofolo
Akshith Kota
Eric Papenhausen
Klaus Mueller
CML
203
8
0
23 Dec 2023
Decoupling Judgment and Decision Making: A Tale of Two Tails
Başak Oral
Pierre Dragicevic
Alexandru Telea
Evanthia Dimara
202
6
0
20 Dec 2023
Polarizing Political Polls: How Visualization Design Choices Can Shape Public Opinion and Increase Political Polarization
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Eli Holder
Cindy Xiong Bearfield
197
11
0
01 Sep 2023
My Model is Unfair, Do People Even Care? Visual Design Affects Trust and Perceived Bias in Machine Learning
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Aimen Gaba
Zhanna Kaufman
Jason Chueng
Marie Shvakel
Kyle Wm. Hall
Yuriy Brun
Cindy Xiong Bearfield
210
23
0
07 Aug 2023
DASS Good: Explainable Data Mining of Spatial Cohort Data
A. Wentzel
Carla Floricel
G. Canahuate
Mohamed A.Naser
A. Mohamed
Clifton Fuller
L. V. Dijk
G. Marai
OOD
190
12
0
10 Apr 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
288
19
0
07 Apr 2023
Causalvis: Visualizations for Causal Inference
International Conference on Human Factors in Computing Systems (CHI), 2023
G. Guo
Ehud Karavani
Alex Endert
Bum Chul Kwon
CML
269
24
0
01 Mar 2023
Dispersion vs Disparity: Hiding Variability Can Encourage Stereotyping When Visualizing Social Outcomes
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
E. Holder
Cindy Xiong
213
19
0
08 Aug 2022
Seeing What You Believe or Believing What You See? Belief Biases Correlation Estimation
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Cindy Xiong
Chase Stokes
Yea-Seul Kim
Steven Franconeri
CML
273
48
0
08 Aug 2022
How Do Viewers Synthesize Conflicting Information from Data Visualizations?
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Prateek Mantri
Hariharan Subramonyam
Audrey L. Michal
Cindy Xiong
154
11
0
07 Aug 2022
Comparison Conundrum and the Chamber of Visualizations: An Exploration of How Language Influences Visual Design
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Aimen Gaba
V. Setlur
Arjun Srinivasan
Jane Hoffswell
Cindy Xiong
220
20
0
07 Aug 2022
VAC2: Visual Analysis of Combined Causality in Event Sequences
Sujia Zhu
Yue Shen
Zihao Zhu
Wang Xia
Baofeng Chang
Ronghua Liang
Guodao Sun
CML
285
6
0
11 Jun 2022
Visual Arrangements of Bar Charts Influence Comparisons in Viewer Takeaways
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2021
Cindy Xiong
V. Setlur
Benjamin Bach
Kylie Lin
Eunyee Koh
Steven Franconeri
210
41
0
13 Aug 2021
Causal Support: Modeling Causal Inferences with Visualizations
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2021
Alex Kale
Yifan Wu
Jessica Hullman
CML
218
28
0
28 Jul 2021
Causal Perception in Question-Answering Systems
International Conference on Human Factors in Computing Systems (CHI), 2020
Po-Ming Law
Leo Yu-Ho Lo
Alex Endert
J. Stasko
Huamin Qu
CML
231
10
0
28 Dec 2020
Once Upon A Time In Visualization: Understanding the Use of Textual Narratives for Causality
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2020
Arjun Choudhry
Mandar Sharma
Pramod Chundury
T. Kapler
Derek W. S. Gray
Naren Ramakrishnan
Niklas Elmqvist
190
28
0
06 Sep 2020
A Visual Analytics Approach for Exploratory Causal Analysis: Exploration, Validation, and Applications
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2020
Xiao Xie
F. Du
Yingcai Wu
CML
136
48
0
05 Sep 2020
How to evaluate data visualizations across different levels of understanding
Alyxander Burns
Cindy Xiong
Steven Franconeri
A. Cairo
Narges Mahyar
96
60
0
03 Sep 2020
Surfacing Visualization Mirages
International Conference on Human Factors in Computing Systems (CHI), 2020
A. Mcnutt
G. Kindlmann
M. Correll
387
91
0
08 Jan 2020
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