How information visualization novices construct visualizations

L Grammel, M Tory, MA Storey - IEEE transactions on …, 2010 - ieeexplore.ieee.org
It remains challenging for information visualization novices to rapidly construct visualizations
during exploratory data analysis. We conducted an exploratory laboratory study in which …

A human cognition framework for information visualization

RE Patterson, LM Blaha, GG Grinstein, KK Liggett… - Computers & …, 2014 - Elsevier
We present a human cognition framework for information visualization. This framework
emphasizes how top-down cognitive processing enables the induction of insight, reasoning …

Knowledge precepts for design and evaluation of information visualizations

RA Amar, JT Stasko - IEEE Transactions on Visualization and …, 2005 - ieeexplore.ieee.org
The design and evaluation of most current information visualization systems descend from
an emphasis on a user's ability to" unpack" the representations of data of interest and …

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 …

The interactive visualization gap in initial exploratory data analysis

A Batch, N Elmqvist - IEEE transactions on visualization and …, 2017 - ieeexplore.ieee.org
Data scientists and other analytic professionals often use interactive visualization in the
dissemination phase at the end of a workflow during which findings are communicated to a …

Seven guiding scenarios for information visualization evaluation

H Lam, E Bertini, P Isenberg, C Plaisant, S Carpendale - 2011 - inria.hal.science
We take a new, scenario based look at evaluation in information visualization. Our seven
scenarios, evaluating visual data analysis and reasoning, evaluating user performance …

The elicitation interview technique: Capturing people's experiences of data representations

T Hogan, U Hinrichs… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Information visualization has become a popular tool to facilitate sense-making, discovery
and communication in a large range of professional and casual contexts. However …

The challenge of information visualization evaluation

C Plaisant - Proceedings of the working conference on Advanced …, 2004 - dl.acm.org
As the field of information visualization matures, the tools and ideas described in our
research publications are reaching users. The reports of usability studies and controlled …

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 …

Creation and collaboration: Engaging new audiences for information visualization

J Heer, F Van Ham, S Carpendale, C Weaver… - … Human-Centered Issues …, 2008 - Springer
In recent years we have seen information visualization technology move from an advanced
research topic to mainstream adoption in both commercial and personal use. This move is in …