Jeffrey Heer | DeepAI

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∙ 09/18/2023

How Do Data Analysts Respond to AI Assistance? A Wizard-of-Oz Study

Data analysis is challenging as analysts must navigate nuanced decisions...

0 Ken Gu, et al. ∙

∙ 08/28/2023

Too Many Cooks: Exploring How Graphical Perception Studies Influence Visualization Recommendations in Draco

Findings from graphical perception can guide visualization recommendatio...

0 Zehua Zeng, et al. ∙

∙ 08/24/2023

EVM: Incorporating Model Checking into Exploratory Visual Analysis

Visual analytics (VA) tools support data exploration by helping analysts...

0 Alex Kale, et al. ∙

∙ 03/12/2023

Live, Rich, and Composable: Qualities for Programming Beyond Static Text

Efforts to push programming beyond static textual code have sought to im...

0 Joshua Horowitz, et al. ∙

∙ 02/14/2023

ScatterShot: Interactive In-context Example Curation for Text Transformation

The in-context learning capabilities of LLMs like GPT-3 allow annotators...

0 Tongshuang Wu, et al. ∙

∙ 01/08/2023

Cinematic Techniques in Narrative Visualization

The many genres of narrative visualization (e.g. data comics, data video...

0 Matthew Conlen, et al. ∙

∙ 05/19/2022

Fidyll: A Compiler for Cross-Format Data Stories Explorable Explanations

Narrative visualization is a powerful communicative tool that can take o...

0 Matthew Conlen, et al. ∙

∙ 01/07/2022

Tisane: Authoring Statistical Models via Formal Reasoning from Conceptual and Data Relationships

Proper statistical modeling incorporates domain theory about how concept...

7 Eunice Jun, et al. ∙

∙ 08/09/2021

Gemini2: Generating Keyframe-Oriented Animated Transitions Between Statistical Graphics

Complex animated transitions may be easier to understand when divided in...

0 Younghoon Kim, et al. ∙

∙ 04/06/2021

Hypothesis Formalization: Empirical Findings, Software Limitations, and Design Implications

Data analysis requires translating higher level questions and hypotheses...

0 Eunice Jun, et al. ∙

∙ 01/01/2021

Polyjuice: Automated, General-purpose Counterfactual Generation

Counterfactual examples have been shown to be useful for many applicatio...

4 Tongshuang Wu, et al. ∙

∙ 09/03/2020

Gemini: A Grammar and Recommender System for AnimatedTransitions in Statistical Graphics

Animated transitions help viewers follow changes between related visuali...

0 Younghoon Kim, et al. ∙

∙ 08/28/2020

CORAL: COde RepresentAtion Learning with Weakly-Supervised Transformers for Analyzing Data Analysis

Large scale analysis of source code, and in particular scientific source...

29 Ge Zhang, et al. ∙

∙ 07/10/2020

Boba: Authoring and Visualizing Multiverse Analyses

Multiverse analysis is an approach to data analysis in which all "reason...

0 Yang Liu, et al. ∙

∙ 11/01/2019

Goals, Process, and Challenges of Exploratory Data Analysis: An Interview Study

How do analysis goals and context affect exploratory data analysis (EDA)...

0 Kanit Wongsuphasawat, et al. ∙

∙ 10/30/2019

Paths Explored, Paths Omitted, Paths Obscured: Decision Points Selective Reporting in End-to-End Data Analysis

Drawing reliable inferences from data involves many, sometimes arbitrary...

0 Yang Liu, et al. ∙

∙ 07/31/2019

Critical Reflections on Visualization Authoring Systems

An emerging generation of visualization authoring systems support expres...

0 Arvind Satyanarayan, et al. ∙

∙ 07/17/2018

Beyond Heuristics: Learning Visualization Design

In this paper, we describe a research agenda for deriving design princip...

0 Bahador Saket, et al. ∙

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