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 …

The four-level nested model revisited: blocks and guidelines

M Meyer, M Sedlmair, T Munzner - … of the 2012 BELIV Workshop: Beyond …, 2012 - dl.acm.org
We propose an extension to the four-level nested model of design and validation of
visualization system that defines the term" guidelines" in terms of blocks at each level …

The nested blocks and guidelines model

M Meyer, M Sedlmair, PS Quinan… - Information …, 2015 - journals.sagepub.com
We propose the nested blocks and guidelines model for the design and validation of
visualization systems. The nested blocks and guidelines model extends the previously …

Bridging from goals to tasks with design study analysis reports

H Lam, M Tory, T Munzner - IEEE transactions on visualization …, 2017 - ieeexplore.ieee.org
Visualization researchers and practitioners engaged in generating or evaluating designs are
faced with the difficult problem of transforming the questions asked and actions taken by …

Criteria for rigor in visualization design study

M Meyer, J Dykes - IEEE transactions on visualization and …, 2019 - ieeexplore.ieee.org
We develop a new perspective on research conducted through visualization design study
that emphasizes design as a method of inquiry and the broad range of knowledge …

Keeping multiple views consistent: Constraints, validations, and exceptions in visualization authoring

Z Qu, J Hullman - IEEE transactions on visualization and …, 2017 - ieeexplore.ieee.org
Visualizations often appear in multiples, either in a single display (eg, small multiples,
dashboard) or across time or space (eg, slideshow, set of dashboards). However, existing …

Design study methodology: Reflections from the trenches and the stacks

M Sedlmair, M Meyer, T Munzner - IEEE transactions on …, 2012 - ieeexplore.ieee.org
Design studies are an increasingly popular form of problem-driven visualization research,
yet there is little guidance available about how to do them effectively. In this paper we reflect …

A heuristic approach to value-driven evaluation of visualizations

E Wall, M Agnihotri, L Matzen, K Divis… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Recently, an approach for determining the value of a visualization was proposed, one
moving beyond simple measurements of task accuracy and speed. The value equation …

Formalizing visualization design knowledge as constraints: Actionable and extensible models in draco

D Moritz, C Wang, GL Nelson, H Lin… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
There exists a gap between visualization design guidelines and their application in
visualization tools. While empirical studies can provide design guidance, we lack a formal …

Design activity framework for visualization design

S McKenna, D Mazur, J Agutter… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
An important aspect in visualization design is the connection between what a designer does
and the decisions the designer makes. Existing design process models, however, do not …