Characterizing exploratory visual analysis: A literature review and evaluation of analytic provenance in tableau

L Battle, J Heer - Computer graphics forum, 2019 - Wiley Online Library
Supporting exploratory visual analysis (EVA) is a central goal of visualization research, and
yet our understanding of the process is arguably vague and piecemeal. We contribute a …

Collaborative visualization: Definition, challenges, and research agenda

P Isenberg, N Elmqvist, J Scholtz… - Information …, 2011 - journals.sagepub.com
The conflux of two growing areas of technology–collaboration and visualization–into a new
research direction, collaborative visualization, provides new research challenges …

A multi-level typology of abstract visualization tasks

M Brehmer, T Munzner - IEEE transactions on visualization and …, 2013 - ieeexplore.ieee.org
The considerable previous work characterizing visualization usage has focused on low-level
tasks or interactions and high-level tasks, leaving a gap between them that is not addressed …

Marvis: Combining mobile devices and augmented reality for visual data analysis

R Langner, M Satkowski, W Büschel… - Proceedings of the 2021 …, 2021 - dl.acm.org
We present Marvis, a conceptual framework that combines mobile devices and head-
mounted Augmented Reality (AR) for visual data analysis. We propose novel concepts and …

Enterprise data analysis and visualization: An interview study

S Kandel, A Paepcke, JM Hellerstein… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
Organizations rely on data analysts to model customer engagement, streamline operations,
improve production, inform business decisions, and combat fraud. Though numerous …

Interactive dynamics for visual analysis: A taxonomy of tools that support the fluent and flexible use of visualizations

J Heer, B Shneiderman - Queue, 2012 - dl.acm.org
The increasing scale and availability of digital data provides an extraordinary resource for
informing public policy, scientific discovery, business strategy, and even our personal lives …

Empirical studies in information visualization: Seven scenarios

H Lam, E Bertini, P Isenberg, C Plaisant… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
We take a new, scenario-based look at evaluation in information visualization. Our seven
scenarios, evaluating visual data analysis and reasoning, evaluating user performance …

A nested model for visualization design and validation

T Munzner - IEEE transactions on visualization and computer …, 2009 - ieeexplore.ieee.org
We present a nested model for the visualization design and validation with four layers:
characterize the task and data in the vocabulary of the problem domain, abstract into …

Visual analysis of large graphs: state‐of‐the‐art and future research challenges

T Von Landesberger, A Kuijper… - Computer graphics …, 2011 - Wiley Online Library
The analysis of large graphs plays a prominent role in various fields of research and is
relevant in many important application areas. Effective visual analysis of graphs requires …

Evaluating information visualizations

S Carpendale - Information visualization: Human-centered issues and …, 2008 - Springer
Information visualization research is becoming more established, and as a result, it is
becoming increasingly important that research in this field is validated. With the general …