Bibliography

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This bibliography is a collection of academic work on data physicalization. It is incomplete, but you can help us extend it.

For work that does not refer to data physicalization but describes technologies which may be used for that purpose, see technologies. For non-academic work, see the list of physical visualizations.

Please do not link to articles behind paywalls. If you authored an article for which no link is available, please put your PDF online and send us the link. The principle of self-archiving generally allows you to do so.

Peer-reviewed full papers

2017

  • Louis Thibault and Francois Berard.
The Object Inside: Assessing 3D Examination with a Spherical Handheld Perspective-Corrected Display.
CHI 2017 - Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. ACM, 2017.
  • Wesley Willett, Yvonne Jansen, and Pierre Dragicevic.
Embedded Data Representations.
TVCG - IEEE Transactions on Visualization and Computer Graphics 23.1 (2017): 461-470.
  • Faisal Taher, Yvonne Jansen, Jonathan Woodruff, John Hardy, Kasper Hornbæk, and Jason Alexander.
Investigating the Use of a Dynamic Physical Bar Chart for Data Exploration and Presentation.
TVCG - IEEE Transactions on Visualization and Computer Graphics 23.1 (2017): 451-460.
  • Sergej Stoppel and Stefan Bruckner.
Vol²velle: Printable Interactive Volume Visualization.
TVCG - IEEE Transactions on Visualization and Computer Graphics 23.1 (2017): 861-870.

2016

  • Mathieu Le Goc, Lawrence H. Kim, Ali Parsaei, Jean-Daniel Fekete, Pierre Dragicevic, and Sean Follmer.
Zooids: Building Blocks for Swarm User Interfaces. [Video]
UIST 2016 - In Proceedings of the 29th Annual Symposium on User Interface Software and Technology, pp. 97-109. ACM, 2016.
  • Rohit Ashok Khot, Josh Andres, Jennifer Lai, Juerg von Kaenel, and Florian 'Floyd' Mueller.
Fantibles: Capturing Cricket Fan's Story in 3D.
DIS 2016 - In Proceedings of the 2016 ACM Conference on Designing Interactive Systems, pp. 883-894.
  • Michael C. Thrun, Florian Lerch, and Jörn Lötsch.
Visualization and 3D Printing of Multivariate Data of Biomarkers.
International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, 2016.
  • Tiffany Wun, Jennifer Payne, Samuel Huron, and Sheelagh Carpendale.
Comparing Bar Chart Authoring with Microsoft Excel and Tangible Tiles
EuroVis 2016 - Eurographics Conference on Visualization, 2016.
  • Fadi Botros, Charles Perin, Bon Adriel Aseniero and Sheelagh Carpendale.
Go and Grow: Mapping Personal Data to a Living Plant.
AVI 2016 - Proceedings of the Working Conference on Advanced Visual Interfaces. ACM, 2016.
  • Trevor Hogan and Eva Hornecker.
Towards a Design Space for Multisensory Data Representation.
Interacting with Computers. Oxford Journals, 2016.
  • Steven Houben, Connie Golsteijn, Sarah Gallacher, Rose Johnson, Saskia Bakker, Nicolai Marquardt, Licia Capra and Yvonne Rogers.
Physikit: Data Engagement Through Physical Ambient Visualizations in the Home.
CHI 2016 - Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. ACM, 2016.
  • Yvonne Jansen, Kasper Hornbæk.
A Psychophysical Investigation of Size as Physical Variable.
TVCG - IEEE Transactions on Visualization and Computer Graphics, 22:1. IEEE, 2016.

2015

  • Paul Bourke.
Novel physical representations for the visualisation of science data and mathematics
CGAT 2015 - International Conference on Computer Games, Multimedia & Allied Technology.
  • Aditya Shekhar Nittala, Nico Li, Stephen Cartwright, Kazuki Takashima, Ehud Sharlin, and Mario Costa Sousa.
PLANWELL: spatial user interface for collaborative petroleum well-planning
SIGGRAPH ASIA 2015 Mobile Graphics and Interactive Applications.
  • Yvonne Jansen, Pierre Dragicevic, Petra Isenberg, Jason Alexander, Abhijit Karnik, Johan Kildal, Sriram Subramanian, Kasper Hornbæk.
Opportunities and Challenges for Data Physicalization. [Talk]
CHI 2015 - Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. ACM, 2015.
  • Rohit Ashok Khot, Jeewon Lee, Deepti Aggarwal, Larissa Hjorth, Florian Mueller.
TastyBeats: Designing Palatable Representations of Physical Activity.
CHI 2015 - Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. ACM, 2015.
  • Moon-Hwan Lee, Seijin Cha, Tek-Jin Nam.
Patina Engraver: Visualizing Activity Logs as Patina in Fashionable Trackers.
CHI 2015 - Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. ACM, 2015.
  • Bettina Nissen, John Bowers.
Data-Things: Digital Fabrication Situated within Participatory Data Translation Activities.
CHI 2015 - Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. ACM, 2015.
  • Faisal Taher, John Hardy, Abhijit Karnik, Christian Weichel, Yvonne Jansen, Kasper Hornbæk, Jason Alexander.
Exploring Interactions with Physically Dynamic Bar Charts.
CHI 2015 - Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. ACM, 2015.
  • Alex S Taylor, Siân E Lindley, Tim Regan, David Sweeney, Vasillis Vlachokyriakos, Lillie Grainger, Jessica Lingel.
Data-in-Place: Thinking through the Relations Between Data and Community.
CHI 2015 - Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. ACM, 2015.

2014

  • Samuel Huron, Yvonne Jansen, Sheelagh Carpendale.
Constructing Visual Representations: Investigating the Use of Tangible Tokens.
TVCG - IEEE Transactions on Visualization and Computer Graphics, 20(12): 2102-2111, 2014.
  • Simon Stusak, Aurélien Tabard, Franziska Sauka, Rohit Ashok Khot, Andreas Butz.
Activity sculptures: exploring the impact of physical visualizations on running activity.
TVCG - IEEE Transactions on Visualization and Computer Graphics, 20(12): 2201 - 2210, 2014.
  • Samuel Huron, Sheelagh Carpendale, Alice Thudt, Anthony Tang, Michael Mauerer.
Constructive Visualization.
DIS2014 - Conference on Designing interactive systems. ACM, New York, NY, USA, 433-442.
  • Rohit Ashok Khot, Larissa Hjorth, Florian 'Floyd' Mueller.
Understanding physical activity through 3D printed material artifacts.
CHI2014 – Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pages 3835-3844. ACM, 2014.
  • Saiganesh Swaminathan, Conglei Shi, Yvonne Jansen, Pierre Dragicevic, Lora Oehlberg, Jean-Daniel Fekete.
Supporting the design and fabrication of physical visualizations.
CHI2014 – Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pages 3845-3854. ACM, 2014.

2013

  • Trevor Hogan, and Eva Hornecker.
Blending the repertory grid technique with focus groups to reveal rich design relevant insight.
DPPI 2013 - Designing Pleasurable Products and Interfaces, ACM 2013, 116-125.
  • Yvonne Jansen and Pierre Dragicevic.
An interaction model for visualizations beyond the desktop.
TVCG - IEEE Transactions on Visualization and Computer Graphics, 19(12): 2396-2405, 2013.
  • Yvonne Jansen, Pierre Dragicevic, Jean-Daniel Fekete.
Evaluating the efficiency of physical visualizations.
CHI 2013 – Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pages 2593- 2602. ACM, 2013.

2012

  • Stephen Barrass.
Digital Fabrication of Acoustic Sonifications.
J. Audio Eng. Soc. 60, 9 (2012), 709–715.
  • Craig Brown and Amy Hurst.
VizTouch: automatically generated tactile visualizations of coordinate spaces.
TEI 2012 - Proceedings of the Sixth International Conference on Tangible, Embedded and Embodied Interaction, pages 131-138, ACM, 2012.
  • Ian Gwilt, Alaster Yoxall, and Koutaro Sano.
Enhancing the understanding of statistical data through the creation of physical objects.
The 2nd International Conference on Design Creativity (Proceedings). UK, Design Society, pages 117–126, 2012.
  • Trevor Hogan, and Eva Hornecker.
How does representation modality affect user-experience of data artifacts?
Haptic & Audio Interaction Design, pages 141–151. Springer, 2012.

2010

  • Andrew Vande Moere, Stephanie Patel.
The Physical Visualization of Information: Designing Data Sculptures in an Educational Context.
Visual Information Communication, pages 1-23. Springer, 2010.

2008

  • Jack Zhao and Andrew Vande Moere.
Embodiment in Data Sculpture: a Model of the Physical Visualization of Information.
DIMEA 2008 - Proceedings of the 3rd international conference on Digital Interactive Media in Entertainment and Arts, pages 343-350. ACM, 2008.

1998

  • Michael Bailey, Klaus Schulten and John E Johnson.
The use of solid physical models for the study of macromolecular assembly.
Current Opinion in Structural Biology, 8(2), 202-208.


Peer-reviewed short papers

2016

  • Themis Omirou, Asier Marzo Perez, Sriram Subramanian, and Anne Roudaut.
Floating charts: Data plotting using free-floating acoustically levitated representations
3DUI 2016 - In 2016 IEEE Symposium on 3D User Interfaces, pp. 187-190. IEEE, 2016.
  • Simon Stusak, Moritz Hobe and Andreas Butz
If Your Mind Can Grasp It, Your Hands Will Help.
TEI 2016 - Proceedings of the 10th International ACM Conference on Tangible, Embedded and Embodied Interaction. ACM, 2016
  • Simon Stusak, Jeannette Schwarz and Andreas Butz.
Evaluating the Memorability of Physical Visualizations.
CHI 2015 - Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. ACM, 2015.

2014

  • Stephen Barrass.
Acoustic sonification of blood pressure in the form of a singing bowl
Proceedings of the Conference on Sonification in Health and Environmental Data, York University, UK. 2014.
  • Christian Geiger, Michael Hogen, Jörn Hornig, Michael Schaar.
Datenreise - Digital Bits Made Tangible.
TEI 2014 - Proceedings of the 8th International Conference on Tangible, Embedded and Embodied Interaction, Pages 283-284. ACM, 2014.
  • Alireza Rezaeian and Jared Donovan.
Design of a Tangible Data Visualization
VINCI 2014 - Proceedings of the 7th International Symposium on Visual Information Communication and Interaction, pages 232-235. ACM, 2014.

2013

  • Trevor Hogan and Eva Hornecker.
In touch with space: embodying live data for tangible interaction
TEI 2013 - Proceedings of the 7th International Conference on Tangible, Embedded and Embodied Interaction, pages 275-278. ACM, 2013.

2011

  • Stephen Barrass.
Physical Sonification Dataforms.
ICAD 2011 - The 17th International Conference on Auditory Display, 2011.

2008

  • Andrew Vande Moere.
Beyond the Tyranny of the Pixel: Exploring the Physicality of Information Visualization.
IV 2008 - Information Visualisation, pages 469 - 474. IEEE, 2008.

2005

  • Mike Bailey.
Layered Manufacturing for Scientific Visualization (author draft).
Commun. ACM 48, 6 (June 2005), 42-48.
  • Alexandre Gillet, Michel Sanner, Daniel Stoffler and Arthur Olson.
Tangible Interfaces for Structural Molecular Biology.
Structure, Volume 13, Issue 3, March 2005, Pages 483-491, ISSN 0969-2126.

2000

  • David Nadeau and Michael Bailey
Visualizing Volume Data Using Physical Models.
Proceedings of IEEE Visualization 2000 (pp. 497-500).


PhD dissertations

2016

  • Trevor Hogan
Data Data and Dasein, A Phenomenology of Human-Data Relations.'
PhD thesis, Bauhaus-Universität Weimar, 2016.
  • Simon Stusak
Exploring the Potential of Physical Visualizations.
PhD thesis, University of Munich, 2 August 2016.
  • Rohit Ashok Khot
Understanding Material Representations of Physical Activity
PhD thesis, Royal Melbourne Institute of Technology, June 2016.

2014

  • Yvonne Jansen
Physical and Tangible Information Visualization.
PhD thesis, Université Paris-Sud, 10 March 2014.


Book chapters

2015

  • Dietmar Offenhuber and Orkan Telhan.
Indexical Visualization—the Data-Less Information Display.
In Ubiquitous Computing, Complexity and Culture, edited by Ulrik Ekman, Jay David Bolter, Lily Diaz, Morten Søndergaard, and Maria Engberg, 288–303. New York: Routledge.

2013

  • Ian Gwilt.
Data-Objects: sharing the attributes and properties of digital and material culture to creatively interpret complex information.
In: Digital Media and Technologies for Virtual Artistic Spaces. US, IGI Global, pp. 14-26, 2013.

2012

  • A. Plohman, M. Sipos (eds.)
Beyond Data.
Baltan Laboratories and Kitchen Budapest 2012

2011

  • Wolf-Dieter Rase.
Creating Physical 3D Maps Using Rapid Prototyping Techniques.
True-3D in Cartography. Springer.


Extended abstracts

2017

  • Dan Lockton, Delanie Ricketts, Shruti Aditya Chowdhury and Chang Hee Lee.
Exploring Qualitative Displays and Interfaces.
CHI 2017 - Extended Abstracts on Human Factors in Computing Systems (late-breaking work), pp. 1844-1852. ACM, 2017.

2016

  • Yun Wang, Xiaojuan Ma, Qiong Luo, and Huamin Qu.
Data Edibilization: Representing Data with Food. [Talk]
CHI 2016 - Extended Abstracts on Human Factors in Computing Systems (alt.chi), pp. 409-422. ACM, 2016.

2015

  • Stephen Barrass.
Diagnostic singing bowls
ICAD 2015 - Proceedings of the 21st International Conference on Auditory Display. 2015.
  • Chang Long Zhu, Harshit Agrawal, and Pattie Maes.
Data-objects: Re-designing everyday objects as tactile affective interfaces
ACII 2015 - International Conference on Affective Computing and Intelligent Interaction.
  • Michele Hu.
Exploring New Paradigms for Accessible 3D Printed Graphs.
ASSETS 2015 - Proceedings of the 17th International ACM SIGACCESS Conference on Computers & Accessibility. ACM, 2015.
  • Tim Regan, David Sweeney, John Helmes, Vasilis Vlachokyriakos, Siân Lindey, and Alex S. Taylor.
Designing Engaging Data in Communities.
CHI 2015 - Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing System
  • Tamara Flemisch, Fatemeh Rajabiyazdi, Mona Hosseinkhani Loorak, Sheelagh Carpendale.
NeckLan: Language as Jewellery.
VIS 2015 Posters.

2014

  • Ken Giang, and Mathias Funk.
Connect-S: A Physical Visualization Through Tangible Interaction.
WSCG 2014 - Poster proceedings of WSCG 2014 Conference on Computer Graphics, Visualization and Computer Vision
  • Simon Stusak, and Markus Teufel.
Projection augmented physical visualizations.
In Proceedings of the 2nd ACM symposium on Spatial user interaction, pp. 145-145. ACM, 2014.
  • Simon Stusak, and Ayfer Aslan.
Beyond physical bar charts: an exploration of designing physical visualizations.
CHI 2014 - Extended Abstracts on Human Factors in Computing Systems, pp. 1381-1386. ACM, 2014.
  • Steve James Szigeti, Anne Stevens, Robert Tu, Ana Jofre, Alex Gebhardt, Fanny Chevalier, Jonathan Lee, and Sara L. Diamond.
Output to input: concepts for physical data representations and tactile user interfaces.
CHI 2014 - Extended Abstracts on Human Factors in Computing Systems, pp. 1813-1818. ACM, 2014.
  • Saiganesh Swaminathan, Conglei Shi, Yvonne Jansen, Pierre Dragicevic, Lora Oehlberg, and Jean-Daniel Fekete.
Creating physical visualizations with makervis.
CHI 2014 - Extended Abstracts on Human Factors in Computing Systems (pp. 543-546). ACM.

2013

  • Simon Stusak, Aurélien Tabard, and Andreas Butz.
Can physical visualizations support analytical tasks?"
VIS 2013 - Posters of IEEE InfoVis.

Workshop submissions

2017

  • Rahul Bhargava and Catherine D’Ignazio.
Data Sculptures as a Playful and Low-Tech Introduction to Working with Data.'
Extended Abstract for Workshop: Pedagogy & Physicalization: Designing Learning Activities around Physical Data Representations at Designing Interactive Systems Conference (DIS ’17). ACM, Edinburgh, United Kingdom.
  • Ian Gwilt and Nick Dulake.
Understanding the needs and desires of service users in the design and creation of meaningful physical data representations.
Extended Abstract for Workshop: Pedagogy & Physicalization: Designing Learning Activities around Physical Data Representations at Designing Interactive Systems Conference (DIS ’17). ACM, Edinburgh, United Kingdom.
  • Sarah Hayes, Trevor Hogan and Kieran Delaney.
Exploring the role Physicalizations can play in STEM Learning.'
Extended Abstract for Workshop: Pedagogy & Physicalization: Designing Learning Activities around Physical Data Representations at Designing Interactive Systems Conference (DIS ’17). ACM, Edinburgh, United Kingdom.
  • Stéphanie Fleck, Alexis Olry, David Bertolo, Christian Bastien, Robin Vivian and Martin Hachet.
Augmented and Tangible Environments: A Tool for Physicalization of Contents by Children in School Context?
Extended Abstract for Workshop: Pedagogy & Physicalization: Designing Learning Activities around Physical Data Representations at Designing Interactive Systems Conference (DIS ’17). ACM, Edinburgh, United Kingdom.
  • Jeeeun Kim, Abigale Stangl and Tom Yeh.
Learning Underlying Principles of Physicalization by Tangible, Embodied, and Iterative Fabrication.
Extended Abstract for Workshop: Pedagogy & Physicalization: Designing Learning Activities around Physical Data Representations at Designing Interactive Systems Conference (DIS ’17). ACM, Edinburgh, United Kingdom.
  • Jörn Hurtienne and Daniel Reinhardt.
Teaching Data Physicalisation to HCI Students – A Case Report.
Extended Abstract for Workshop: Pedagogy & Physicalization: Designing Learning Activities around Physical Data Representations at Designing Interactive Systems Conference (DIS ’17). ACM, Edinburgh, United Kingdom.
  • Lora Oehlberg.
Hybrid Fabrication of Physicalizations.
Extended Abstract for Workshop: Pedagogy & Physicalization: Designing Learning Activities around Physical Data Representations at Designing Interactive Systems Conference (DIS ’17). ACM, Edinburgh, United Kingdom.
  • Aubrey Lawson and Eileen Kraemer.
Pedagogy of CS Unplugged: Lessons from Outreach and Education Activities in Computer Science.
Extended Abstract for Workshop: Pedagogy & Physicalization: Designing Learning Activities around Physical Data Representations at Designing Interactive Systems Conference (DIS ’17). ACM, Edinburgh, United Kingdom.
  • Fearn Bishop and Uta Hinrichs.
Challenges of Running Constructive Visualization Studies with Children.
Extended Abstract for Workshop: Pedagogy & Physicalization: Designing Learning Activities around Physical Data Representations at Designing Interactive Systems Conference (DIS ’17). ACM, Edinburgh, United Kingdom.
  • Alice Thudt, Uta Hinrichs, and Sheelagh Carpendale.
Data craft: integrating data into daily practices and shared reflections
Workshop 'Quantified Data & Social Relationships' at CHI 2017, Denver, United States.

2015

2014

  • Lisa Koeman.
A Personal Visualisation Future: Domestic Data Sculptures
Workshop 'A Personal Perspective on Visualization and Visual Analytics' at DIS 2014 - Conference on Designing interactive systems. ACM, 2014.
  • Jennifer Payne, Sheelagh Carpendale, Tony Tang.
Physical Visualization and Personal Visual Analytics
Workshop 'A Personal Perspective on Visualization and Visual Analytics' at DIS 2014 - Conference on Designing interactive systems. ACM, 2014.