Design study methodology: Reflections from the trenches and the stacks
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 …
yet there is little guidance available about how to do them effectively. In this paper we reflect …
[BOOK][B] Visualization analysis and design
T Munzner - 2014 - books.google.com
Learn How to Design Effective Visualization SystemsVisualization Analysis and Design
provides a systematic, comprehensive framework for thinking about visualization in terms of …
provides a systematic, comprehensive framework for thinking about visualization in terms of …
Interactive information visualization to explore and query electronic health records
Physicians are confronted with increasingly complex patient histories based on which they
must make life-critical treatment decisions. At the same time, clinical researchers are eager …
must make life-critical treatment decisions. At the same time, clinical researchers are eager …
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 …
characterize the task and data in the vocabulary of the problem domain, abstract into …
[BOOK][B] Visualization of time-oriented data
Time is an exceptional dimension with high relevance in medicine, engineering, business,
science, biography, history, planning, or project management. Understanding time-oriented …
science, biography, history, planning, or project management. Understanding time-oriented …
The value of information visualization
Researchers and users of Information Visualization are convinced that it has value. This
value can easily be communicated to others in a face-to-face setting, such that this value is …
value can easily be communicated to others in a face-to-face setting, such that this value is …
Cloudlines: Compact display of event episodes in multiple time-series
We propose incremental logarithmic time-series technique as a way to deal with time-based
representations of large and dynamic event data sets in limited space. Modern data …
representations of large and dynamic event data sets in limited space. Modern data …
Comparing similarity perception in time series visualizations
A common challenge faced by many domain experts working with time series data is how to
identify and compare similar patterns. This operation is fundamental in high-level tasks, such …
identify and compare similar patterns. This operation is fundamental in high-level tasks, such …
Passing the data baton: A retrospective analysis on data science work and workers
A Crisan, B Fiore-Gartland… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Data science is a rapidly growing discipline and organizations increasingly depend on data
science work. Yet the ambiguity around data science, what it is, and who data scientists are …
science work. Yet the ambiguity around data science, what it is, and who data scientists are …
Situ: Identifying and explaining suspicious behavior in networks
Despite the best efforts of cyber security analysts, networked computing assets are routinely
compromised, resulting in the loss of intellectual property, the disclosure of state secrets …
compromised, resulting in the loss of intellectual property, the disclosure of state secrets …