Illusion of Causality in Visualized Data

1 August 2019

Papers citing "Illusion of Causality in Visualized Data"

28 / 28 papers shown

Title
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 78 1 0 13 Dec 2024
Thought Experiments in Design Fiction for Visualization Swaroop Panda LRM 57 0 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 60 0 0 15 Oct 2024
Beyond Correlation: Incorporating Counterfactual Guidance to Better Support Exploratory Visual Analysis Arran Zeyu Wang D. Borland David Gotz CML 81 2 0 28 Aug 2024
How Aligned are Human Chart Takeaways and LLM Predictions? A Case Study on Bar Charts with Varying Layouts Huichen Will Wang Jane Hoffswell Sao Myat Thazin Thane Victor S. Bursztyn Cindy Xiong Bearfield 79 9 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 52 0 0 02 Jul 2024
Same Data, Diverging Perspectives: The Power of Visualizations to Elicit Competing Interpretations Cindy Xiong Bearfield Lisanne Van Weelden Adam Waytz Steven Franconeri 47 8 0 17 Jan 2024
An Empirical Study of Counterfactual Visualization to Support Visual Causal Inference Arran Zeyu Wang D. Borland David Gotz CML 86 11 0 16 Jan 2024
Using Counterfactuals to Improve Causal Inferences from Visualizations D. Borland Arran Zeyu Wang David Gotz CML 33 8 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 74 6 0 23 Dec 2023
Decoupling Judgment and Decision Making: A Tale of Two Tails Başak Oral Pierre Dragicevic Alexandru Telea Evanthia Dimara 58 4 0 20 Dec 2023
Polarizing Political Polls: How Visualization Design Choices Can Shape Public Opinion and Increase Political Polarization Eli Holder Cindy Xiong Bearfield 37 7 0 01 Sep 2023
My Model is Unfair, Do People Even Care? Visual Design Affects Trust and Perceived Bias in Machine Learning Aimen Gaba Zhanna Kaufman Jason Chueng Marie Shvakel Kyle Wm. Hall Yuriy Brun Cindy Xiong Bearfield 54 14 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 50 5 0 10 Apr 2023
The Rational Agent Benchmark for Data Visualization Yifan Wu Ziyang Guo Michail Mamakos Jason D. Hartline Jessica Hullman 82 12 0 07 Apr 2023
Causalvis: Visualizations for Causal Inference G. Guo Ehud Karavani Alex Endert Bum Chul Kwon CML 60 14 0 01 Mar 2023
Dispersion vs Disparity: Hiding Variability Can Encourage Stereotyping When Visualizing Social Outcomes E. Holder Cindy Xiong 44 13 0 08 Aug 2022
Seeing What You Believe or Believing What You See? Belief Biases Correlation Estimation Cindy Xiong Chase Stokes Yea-Seul Kim Steven Franconeri CML 68 36 0 08 Aug 2022
How Do Viewers Synthesize Conflicting Information from Data Visualizations? Prateek Mantri Hariharan Subramonyam Audrey L. Michal Cindy Xiong 54 9 0 07 Aug 2022
Comparison Conundrum and the Chamber of Visualizations: An Exploration of How Language Influences Visual Design Aimen Gaba V. Setlur Arjun Srinivasan Jane Hoffswell Cindy Xiong 60 15 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 97 3 0 11 Jun 2022
Visual Arrangements of Bar Charts Influence Comparisons in Viewer Takeaways Cindy Xiong V. Setlur Benjamin Bach Kylie Lin Eunyee Koh Steven Franconeri 57 31 0 13 Aug 2021
Causal Support: Modeling Causal Inferences with Visualizations Alex Kale Yifan Wu Jessica Hullman CML 60 21 0 28 Jul 2021
Causal Perception in Question-Answering Systems Po-Ming Law Leo Yu-Ho Lo Alex Endert J. Stasko Huamin Qu CML 68 10 0 28 Dec 2020
Once Upon A Time In Visualization: Understanding the Use of Textual Narratives for Causality Arjun Choudhry Mandar Sharma Pramod Chundury T. Kapler Derek W. S. Gray Naren Ramakrishnan Niklas Elmqvist 50 23 0 06 Sep 2020
A Visual Analytics Approach for Exploratory Causal Analysis: Exploration, Validation, and Applications Xiao Xie F. Du Yingcai Wu CML 62 37 0 05 Sep 2020
How to evaluate data visualizations across different levels of understanding Alyxander Burns Cindy Xiong Steven Franconeri A. Cairo Narges Mahyar 49 46 0 03 Sep 2020
Surfacing Visualization Mirages A. Mcnutt G. Kindlmann M. Correll 73 80 0 08 Jan 2020