Surfacing visualization mirages

A McNutt, G Kindlmann, M Correll - … of the 2020 CHI Conference on …, 2020 - dl.acm.org
Dirty data and deceptive design practices can undermine, invert, or invalidate the purported
messages of charts and graphs. These failures can arise silently: a conclusion derived from …

Vizlinter: A linter and fixer framework for data visualization

Q Chen, F Sun, X Xu, Z Chen, J Wang… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Despite the rising popularity of automated visualization tools, existing systems tend to
provide direct results which do not always fit the input data or meet visualization …

An empirical study of counterfactual visualization to support visual causal inference

AZ Wang, D Borland, D Gotz - Information Visualization, 2024 - journals.sagepub.com
Counterfactuals–expressing what might have been true under different circumstances–have
been widely applied in statistics and machine learning to help understand causal …

A framework to improve causal inferences from visualizations using counterfactual operators

AZ Wang, D Borland, D Gotz - Information Visualization, 2024 - journals.sagepub.com
Exploratory data analysis of high-dimensional datasets is a crucial task for which visual
analytics can be especially useful. However, the ad hoc nature of exploratory analysis can …

Visual analysis of high-dimensional event sequence data via dynamic hierarchical aggregation

D Gotz, J Zhang, W Wang, J Shrestha… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Temporal event data are collected across a broad range of domains, and a variety of visual
analytics techniques have been developed to empower analysts working with this form of …

Providing and surfacing metrics for visualizations

AC Beers - US Patent 11,550,815, 2023 - Google Patents
Embodiments are directed to generating metrics based on visualizations. A dashboard that
may be associated with source visualizations display a current value of metrics from source …

Understanding and Enhancing JSON-based DSL Interfaces for Visualization

AM McNutt - 2023 - osf.io
Abstract Domain-specific languages represented in data serialization formats (such as
Javascript Object Notation or JSON) are an increasingly common means to control …

Automatic data model generation

JH Kim - US Patent 11,579,760, 2023 - Google Patents
US11579760B2 - Automatic data model generation - Google Patents US11579760B2 -
Automatic data model generation - Google Patents Automatic data model generation …

Providing and surfacing metrics for visualizations

AC Beers - US Patent 12,056,151, 2024 - Google Patents
Embodiments are directed to generating metrics based on visualizations. A dashboard that
may be associated with source visualizations display a current value of metrics from source …

[PDF][PDF] Xiaoying Pu xpu@ umich. edu Computer Science and Engineering, University of Michigan Ann Arbor, MI

M Correll, ET Brown - xiaoyingpu.github.io
We are interested in a kind of bias in the process of data exploration. In the current
exploratory data analysis (EDA) tools, there is a danger of wandering in the garden of …