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The interest in this topic is growing at very rapid pace and is very interdisciplinary by nature, both in term of field medicine and computer science but also research environment academic research as well as industry and government agencies.

Because of the European location of the conference, we have a unique opportunity to create bridges and explore new collaborations between groups that would have never met otherwise.

Our inherent reliance on mental shortcuts, or heuristics, sometimes results in deviations in judgment from what rational decision models would predict.

These deviations are known as cognitive biases. Visualisation tools are increasingly adept at making sense of complex data, but researchers who study cognitive biases have come to realise that the quality of decisions made with these tools are often impaired because tool designers fail to address how heuristics and biases operate in a human-computer interactive setting.

We propose a hands-on workshop where participants will learn about and discuss visualization literacy by actually designing and evaluating questions for a visualization literacy measure.

Though the value of information visualization is becoming apparent to a broad audience, visualization researchers often acknowledge that people have different levels of understanding of visualization techniques.

In other words, our understanding of how users interpret visualizations has not caught up with design and technical developments, and even the concept of visualization literacy is still debated.

Different domains of research, such as mathematics education, cognitive science, and psychology, have been approaching this problem within their domain.

NOTE: full day, afternoon session in another venue, see website. As such, it starts by analyzing the state of the art in 3D visualization and associated interaction.

We also review how 3D displays and user interfaces match human perceptual, cognitive and motor capabilities. We then go to the heart of the 2D vs.

On the one hand, 3D technologies provide additional options for display and interaction, which broadens the space of potential solutions considerably.

Consequently, many 3D visualization approaches have been implemented. The recent introduction of low-cost virtual and augmented reality hardware further paves the way towards a deeper exploration of the design space for 3D visualization.

Moreover, better consistency in terms of dimensions between the visualization and interaction may also improve the immersion and navigation in huge amounts of data.

On the other hand, the experimental results from studies that investigate the differences between 2D and 3D visualization interfaces provide no real evidence for the claimed benefits of 3D technologies.

Thus, the current body of literature provides at best inconclusive guidance on the benefits of 3D approaches.

Moreover, a deep consideration of human abilities and capabilities identifies a potential mismatch with full 3D user interfaces.

Yet, there may be a bias in the evaluations, as the prevalent visualization and interaction techniques in all areas of visualization are based on non-immersive technologies.

It focuses on abstractions and design choices rather than algorithms. Is it possible that desktop systems will die out?

What would be the consequences of a concerted community focus on non-desktop visualization? Which advances would make such a radical change possible?

Most visualization research seems to focus exclusively on data analysis and presentation, with little support for predictive analytics and the numerous models researchers have developed for this purpose.

Upon reflection, this comes as a surprise as many scientific endeavors and many business problems are mostly concerned with prediction.

Looking more closely at the recent advancements and tremendous popularity of Data Science, one may recognize that the vast majority of problems addressed involve some form of prediction and modelling.

Notable examples are: prediction of drug effectiveness in drug development, prediction of diseases in healthcare, prediction of crime in city management.

Yet, so far interaction is perceived from either of three different angles: interaction activities e. This tutorial for beginning audiences aims to bring these three perspectives on interaction together by detailing the state-of-the-art for each and providing a comprehensive view on interaction.

One of the areas where Python excels at is visualization and analysis of data. This tutorial is intended for intermediate level participants that have a basic understanding of Python.

Beginner participants are welcome, but Python fundamentals will not be covered in this tutorial.

However, studying an unfamiliar work domain and building productive design relationships with domain stakeholders can feel quite daunting. Ynnerman has received several awards for his work on visualization and computational science, including the Akzo-Nobel Science Award, and he is a member of the Swedish Royal Engineering Science Academy.

VizSec will provide an excellent venue for fostering greater exchange and new collaborations on a broad range of security- and privacy-related topics.

Important research problems often lie at the intersection of disparate domains. Human time and attention are precious resources.

We are particularly interested in visualization and interaction techniques that effectively capture human analyst insights so that further processing may be handled by machines, freeing the analyst for other tasks.

For example, a malware analyst might use a visualization system to analyze a new piece of malicious software and then facilitate generating a signature for future machine processing.

Visualization has recently gained much relevance for its ability to cope with complex data analysis tasks and communication.

While the overall use visualizations is accelerating, the growth of techniques for the evaluation of these systems has been slow.

To understand these complex behaviors, evaluation efforts should be targeted at the component level, the system level, and the work environment level.

It can also be a resource after the event, supporting the interpretation of claims, audit, accountability or training.

We define color harmony and demonstrate the application of color harmony to visualization case studies. Our tutorial concludes with a hands on session that teaches how to use online and mobile apps to successfully capture, analyze and store color schemes for future use in visualizations.

Please bring small JPEG examples of your visualizations for color analyses during the hands on session. Glyph-based visualization is a form of MDV.

In comparison with other forms of MDV, such as parallel coordinates, glyph-based visualization exhibits some unique advantages as well as limitations.

This tutorial offers a timely introduction to the fundamentals, techniques and applications of glyph-based visualization.

A Hands-on Tutorial for Data Explorers and Visual Makers Contributors: Ana Florescu, James Godwin Visual design is a broad discipline that deals with the organisation of visual content in a meaningful, accessible and engaging way.

In this interdisciplinary tutorial students will learn the basics of visual design. The goal of the tutorial is to provide students with knowledge and practical experience necessary to create clear, coherent and accessible visualisations that make an impact.

The tutorial will provide a unique opportunity to combine theory with practice in an intensive, illuminating and fun 4-hour-long format. Converting these data and insights into better business outcomes is a pressing and strategic challenge for many managers, decision makers, and executives.

While there is a growing interest in business analytics, advanced information visualization and visual analytic tools have lagged behind.

This is in part explained by the plethora and complexity of design and implementation challenges presented by diverse business users, data, and contexts.

This workshop aims to bring together researchers and practitioners interested in in presenting, exploring, and understanding complex business issues through visualization and visual analytics.

In this tutorial, we present an overview of the scaffolding around the visualization. With several years of experience as freelance visualization developers, we overview considerations when building a successful web-based visualization.

Consequently, they play a fundamental role in physics and engineering. The intention of the tutorial is to motivate more visualization scientists to get involved in this field.

The tutorial provides: An introduction to the fundamental concepts of tensors and presentation of the different view on tensor fields; an introduction of the main application areas; A list of major challenges when processing tensor data; An overview of existing visualization methods.

In tandem and independently, research on the geometry induced by -coords has made major breakthroughs. Many patterns corresponding to multivariable relations have been discovered.

Here we embark on a program to transform these results into powerful tools for our exploration and data mining arsenal. They revolutionize the power of modern -coords.

Wes Bethel, Kenneth I. Or is it? Are we really working to transform visualization into a tool that all citizens can use? Are we building bridges to connect the multitude of disciplines that deal with visualization and information graphics today, in many cases without being aware of what goes on beyond their boundaries?

It may be time to face that challenge head-on. Alberto Cairo is a journalist, designer, and professor of visualization, infographics, and data journalism at the School of Communication of the University of Miami.

He has been director of interactive graphics at El Mundo newspaper Spain, , a professor at the University of North Carolina-Chapel Hill , and director of multimedia and infographics at Editora Globo Brazil, He has taught courses and workshops in two dozen countries, and run four editions of a Massive Open Online Course MOOC about visualization for communication that has attracted 14, people from more than countries.

He tweets as albertocairo and his website is www. What is the role that data visualization can play in these contexts? And how can we make an actual difference in important questions, with data visualization?

Duarte, Fabio Sikansi, Francisco M. Fatore, Samuel G. Fadel, Fernando V. Chen, D. In the same year, the new framework program for research in the EU, called Horizon , had its first calls targeting a wide range of topics related to ICT, including visualization.

The breadth of calls and sub-programs can be truly overwhelming, and it is hard to get an overview of the opportunities for researchers in information visualization, visual analytics, and scientific visualization.

There is also the possibility to include partners from outside the EU, called international collaboration in Horizon , which should be of interest for participants of VIS beyond Europe.

This panel aims to give an overview of the current EU funding opportunities in visualization. Two EU representatives from Brussels, Belgium, will present, who are or were overlooking projects with a visualization and visual analytics emphasis.

They will introduce two areas of EU funding in Horizon the specific security research unit, and the broader, basic research-oriented FET area.

In addition, invited project coordinators of EU projects will give examples for successful collaboration or potential pitfalls during projects.

In addition to the panelists representatives of international funding agencies will give their views as part of the discussion on international collaboration.

Ongoing growth of financial markets increases the frequency, complexity and scale of data while users need to discern meaningful insights for many different types of tasks and objectives.

This panel brings together four established practitioners from the financial industry from the firms of Bloomberg, Fidelity Investments, Morgan Stanley and Davenport Advisors and who use visualization tools every day.

Each works with a different type of financial firm buy-side, sell-side, advisory, information provider bringing a unique perspective to their challenges.

This panel represents an opportunity for VisWeek participants to learn more about the challenges of financial visualizations; understand real-world constraints, tasks and usecases; and identify new potential application areas.

This year, the contest targets data from atmospheric research that captures volcanic eruptions and their atmospheric aftermath.

We challenge participants to create a comprehensive visualization of the provided data that enables domain experts to gain a deeper understanding of the volcanic eruption events and helps them better understand the consequences for atmosphere and climate.

The weeklong event will convene an international community of researchers and practitioners from academia, government, and industry to explore their shared interests in tools, techniques, and technology.

It can also be a resource after the event, supporting the interpretation of claims, audit, accountability or training. We define color harmony and demonstrate the application of color harmony to visualization case studies.

Our tutorial concludes with a hands on session that teaches how to use online and mobile apps to successfully capture, analyze and store color schemes for future use in visualizations.

Please bring small JPEG examples of your visualizations for color analyses during the hands on session. Glyph-based visualization is a form of MDV.

In comparison with other forms of MDV, such as parallel coordinates, glyph-based visualization exhibits some unique advantages as well as limitations.

This tutorial offers a timely introduction to the fundamentals, techniques and applications of glyph-based visualization. A Hands-on Tutorial for Data Explorers and Visual Makers Contributors: Ana Florescu, James Godwin Visual design is a broad discipline that deals with the organisation of visual content in a meaningful, accessible and engaging way.

In this interdisciplinary tutorial students will learn the basics of visual design. The goal of the tutorial is to provide students with knowledge and practical experience necessary to create clear, coherent and accessible visualisations that make an impact.

The tutorial will provide a unique opportunity to combine theory with practice in an intensive, illuminating and fun 4-hour-long format.

Converting these data and insights into better business outcomes is a pressing and strategic challenge for many managers, decision makers, and executives.

While there is a growing interest in business analytics, advanced information visualization and visual analytic tools have lagged behind.

This is in part explained by the plethora and complexity of design and implementation challenges presented by diverse business users, data, and contexts.

This workshop aims to bring together researchers and practitioners interested in in presenting, exploring, and understanding complex business issues through visualization and visual analytics.

In this tutorial, we present an overview of the scaffolding around the visualization. With several years of experience as freelance visualization developers, we overview considerations when building a successful web-based visualization.

Consequently, they play a fundamental role in physics and engineering. The intention of the tutorial is to motivate more visualization scientists to get involved in this field.

The tutorial provides: An introduction to the fundamental concepts of tensors and presentation of the different view on tensor fields; an introduction of the main application areas; A list of major challenges when processing tensor data; An overview of existing visualization methods.

In tandem and independently, research on the geometry induced by -coords has made major breakthroughs. Many patterns corresponding to multivariable relations have been discovered.

Here we embark on a program to transform these results into powerful tools for our exploration and data mining arsenal.

They revolutionize the power of modern -coords. Wes Bethel, Kenneth I. Or is it? Are we really working to transform visualization into a tool that all citizens can use?

Are we building bridges to connect the multitude of disciplines that deal with visualization and information graphics today, in many cases without being aware of what goes on beyond their boundaries?

It may be time to face that challenge head-on. Alberto Cairo is a journalist, designer, and professor of visualization, infographics, and data journalism at the School of Communication of the University of Miami.

He has been director of interactive graphics at El Mundo newspaper Spain, , a professor at the University of North Carolina-Chapel Hill , and director of multimedia and infographics at Editora Globo Brazil, He has taught courses and workshops in two dozen countries, and run four editions of a Massive Open Online Course MOOC about visualization for communication that has attracted 14, people from more than countries.

He tweets as albertocairo and his website is www. What is the role that data visualization can play in these contexts? And how can we make an actual difference in important questions, with data visualization?

Duarte, Fabio Sikansi, Francisco M. Fatore, Samuel G. Fadel, Fernando V. Chen, D. In the same year, the new framework program for research in the EU, called Horizon , had its first calls targeting a wide range of topics related to ICT, including visualization.

The breadth of calls and sub-programs can be truly overwhelming, and it is hard to get an overview of the opportunities for researchers in information visualization, visual analytics, and scientific visualization.

There is also the possibility to include partners from outside the EU, called international collaboration in Horizon , which should be of interest for participants of VIS beyond Europe.

This panel aims to give an overview of the current EU funding opportunities in visualization. Two EU representatives from Brussels, Belgium, will present, who are or were overlooking projects with a visualization and visual analytics emphasis.

They will introduce two areas of EU funding in Horizon the specific security research unit, and the broader, basic research-oriented FET area.

In addition, invited project coordinators of EU projects will give examples for successful collaboration or potential pitfalls during projects.

In addition to the panelists representatives of international funding agencies will give their views as part of the discussion on international collaboration.

Ongoing growth of financial markets increases the frequency, complexity and scale of data while users need to discern meaningful insights for many different types of tasks and objectives.

This panel brings together four established practitioners from the financial industry from the firms of Bloomberg, Fidelity Investments, Morgan Stanley and Davenport Advisors and who use visualization tools every day.

Each works with a different type of financial firm buy-side, sell-side, advisory, information provider bringing a unique perspective to their challenges.

This panel represents an opportunity for VisWeek participants to learn more about the challenges of financial visualizations; understand real-world constraints, tasks and usecases; and identify new potential application areas.

This year, the contest targets data from atmospheric research that captures volcanic eruptions and their atmospheric aftermath. We challenge participants to create a comprehensive visualization of the provided data that enables domain experts to gain a deeper understanding of the volcanic eruption events and helps them better understand the consequences for atmosphere and climate.

The weeklong event will convene an international community of researchers and practitioners from academia, government, and industry to explore their shared interests in tools, techniques, and technology.

The Chicago metropolitan area is home to over 9. Two international airports serve Chicago. However, while some basic principles e. A simplistic view might expect that the visualization community should be able to mine the extensive literature of perceptual and cognitive science for ideas to influence and improve our work.

In practice, such direct translation seems rare. There are many potential causes of this.

For example, there may be differences in goals understanding people vs. In this panel, we propose to explore why the translation of perceptual and cognitive science into visualization research and practice is so challenging.

Come hear major players discuss their vision of the next years of information, data, and scientific visualization. There are many different aspects to the topic of visualization design including: data characteristics and type, data enhancement, visualization mapping, e.

Another critical aspect is the spatial domain in which the final visualization is presented. In general, 1, 2, or 3 spatial dimensions are used when designing a visualization.

The vast majority of visualizations in the literature reside in 2 or 3 spatial dimensions. However, there are differing opinions as to what constitutes an ideal spatial dimensionality when it comes to visualization design.

Some believe that 3D space is preferable since it may convey more information than 2D. However, others believe that 2D is preferable because it may result in less occlusion and complexity.

Each panelist will discuss their views on research. Some will suggest-high impact areas; some will discuss how to select a mentor; some will provide guidance on path choices.

Each will offer words of wisdom. This panel will be slightly different than other panels. The panelists and moderator are quite diverse and together bring over years of experience.

We want to inspire you as an evolving researcher to choose a path that leads you not just to challenging and impacting research but also to an extremely satisfying, engaging and impacting life.

Ferracutti, M. Florencia Gargiulo, Silvia M. Castro, Ernesto A. Lee, K. McDonnell, A. Zelenyuk, D. Imre, K. Smith, Anne Trefethen, Jackson C.

Kirkman-Brown, Eamonn A. From that we carve discrete chunks, events. Events can be analyzed as kinds and as parts. Our research on segmenting everyday events like making a bed shows a confluence of top-down goal-completion and bottom-up local maxima of information change features at event segment boundaries that allow inferences from one to the other.

The flip side of understanding events is communicating them, using a range of linguistic diagrammatic, and pictorial devices. Analysis of research and examples from history, diagrams, and comics will illustrate ways to convey events visually.

Barbara Tversky is a cognitive scientist who has worked on memory, categorization, spatial language and thinking, event perception and cognition, diagrammatic reasoning, creativity, and gesture.

She has enjoyed collaborating with computer scientists, linguists, philosophers, engineers, educators, biologists, chemists, geographers, artists, and designers on a range of projects.

Kroll, Cecilia R. McGuffin, Victoria L. Griffin, Seth E. Spielman, Nicholas N. Folch Do 3D Visualizations Fail? Bednarz, J.

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