Embedded Data Representations

@article{Willett2017EmbeddedDR,
  title={Embedded Data Representations},
  author={Wesley Willett and Yvonne Jansen and Pierre Dragicevic},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  year={2017},
  volume={23},
  pages={461-470}
}
We introduce embedded data representations, the use of visual and physical representations of data that are deeply integrated with the physical spaces, objects, and entities to which the data refers. [] Key Result Based on our observations, we identify a variety of design challenges for embedded data representation, and suggest opportunities for future research and applications.

A Novel Interaction Paradigm For Exploring Spatio-Temporal Data

TLDR
This paper presents an alternative approach to that of current spatiotemporal data visualizations to access, interpret, and manipulate spatio-temporal datasets as a single user or as a team, and uses tangible and visual tools to facilitate the data exploration and interpretation.

Towards a Framework for Dynamic Data Physicalisation

TLDR
The envisioned extensible data physicalisation framework will enable the rapid prototyping of dynamic data physicalisations and thereby support researchers who want to experiment with new combinations of physical variables or output devices for dynamic dataPhysicalisation as well as designers and application developers who are interested in the development of innovative dynamic dataphysicalisation solutions.

Synthetic Visualizations in Web-based Mixed Reality

TLDR
The notion of Synthetic Visualizations is presented, which enable us to visualize in situ, data embedded in physical objects, using MR, using emerging web-technologies and open-standards.

Data Sensification: beyond representation modality, toward encoding data in experience

  • T. Hogan
  • Computer Science
    DRS2018: Catalyst
  • 2018
TLDR
Data Sensification is an emerging form of representation that encodes data in the behaviour, performance, affordances and resulting experience of a data representation that contributes to the on-going research on data representation beyond the visual paradigm.

Simultaneous Worlds: Supporting Fluid Exploration of Multiple Data Sets via Physical Models

TLDR
Three design explorations that use an illuminated campus model to integrate visu- alizations about building energy use, climate, and movement paths on a university campus are created, documenting how interdisciplinary collaborations with domain experts, students, and architects informed their designs.

Personal Augmented Reality for Information Visualization on Large Interactive Displays

TLDR
This work proposes the combination of large interactive displays with personal head-mounted Augmented Reality (AR) for information visualization to facilitate data exploration and analysis and concludes that the contributed techniques can be useful in exploring and understanding multivariate data.

Labeling Out-of-View Objects in Immersive Analytics to Support Situated Visual Searching

TLDR
This study shows that out-of-view object labels are benecial when searching for objects outside the FoV, spatial orientation, and when comparing multiple spatially sparse objects, and Angle-encoded labels with directional cues of the surrounding objects have the overall best performance with the highest user satisfaction.

RagRug: A Toolkit for Situated Analytics

TLDR
RagRug combines state of the art visual encoding capabilities with a comprehensive physical-virtual model, which lets application developers systematically describe the physical objects in the real world and their role in AR.

Here and Now : Reality-Based Information Retrieval

TLDR
This paper proposes a conceptual framework for Reality-Based Information Retrieval, which combines the classic Information retrieval process with Augmented Reality technologies to provide context-dependent search cues and situated visualizations of the query and the results.

Exploring the Effects of Scale in Augmented Reality-Empowered Visual Analytics

TLDR
This study presents a study with 16 participants, inviting them to solve two logical reasoning puzzles by interacting with the associated node-link graphs in AR in room- and table-scales respectively, and identifies three types of spatial arrangements.
...

References

SHOWING 1-10 OF 57 REFERENCES

Opportunities and Challenges for Data Physicalization

TLDR
This article goes beyond the focused research questions addressed so far by delineating the research area, synthesizing its open challenges and laying out a research agenda.

Physical and tangible information visualization

TLDR
This thesis suggests embodiment as a design principle for infovis purposes, and presents a conceptual interaction model and visual notation system that facilitates the description, comparison and criticism of various types of visualization systems and illustrate it through case studies of currently existing point solutions.

Interaction and presentation techniques for situated visualization

TLDR
Based on the field study of site visits by urban designers, a hand-held AR visualization tool embodying these techniques enables interaction with invisible aspects of urban sites, such as georeferenced sensor data.

An Interaction Model for Visualizations Beyond The Desktop

TLDR
An interaction model for beyond-desktop visualizations that combines the visualization reference model with the instrumental interaction paradigm is presented and a modified pipeline model where raw data is processed into a visualization and then rendered into the physical world is described.

Beyond the Tyranny of the Pixel: Exploring the Physicality of Information Visualization

  • A. Moere
  • Computer Science
    2008 12th International Conference Information Visualisation
  • 2008
TLDR
Five different degrees of dasiadata physicalitypsila are introduced, which differ in the level of abstraction of how data is mapped and perceived by human senses: ambient display, pixel sculptures, object augmentation, data sculptures and alternative modality.

Physikit: Data Engagement Through Physical Ambient Visualizations in the Home

TLDR
Physikit is introduced, a system designed to allow users to explore and engage with environmental data through physical ambient visualizations, and a two-week field study showed that participants got an increased sense of the meaning of data.

Designing for the Situated and Public Visualization of Urban Data

This paper investigates the concept of urban visualization, the visual representation of an urban environment through its intrinsic or related data, where its display is also situated within that

Over the rainbow: information design for low-resolution urban displays

TLDR
This paper focuses on the issue of information design for media façades, and links the broad notions of 'content' and 'meaning' to a set of purpose-driven and actionable parameters, inviting designers to scrutinize the low-level communication processes facilitated by media architecture.

Evaluating the efficiency of physical visualizations

TLDR
It is shown that moving visualizations to the physical world can improve users' efficiency at information retrieval tasks, and provides empirical motivation for current research on fast digital fabrication and self-reconfiguring interfaces.

Data-in-Place: Thinking through the Relations Between Data and Community

TLDR
Findings from a year-long engagement with a street and its community are presented, exploring how the production and use of data is bound up with place, both in terms of physical and social geography.
...