id |
cf2019_046 |
authors |
Garg, Akanksha ;and Halil Erhan |
year |
2019 |
title |
Use of Data in Design Exploration: Design Analyzer |
source |
Ji-Hyun Lee (Eds.) "Hello, Culture!" [18th International Conference, CAAD Futures 2019, Proceedings / ISBN 978-89-89453-05-5] Daejeon, Korea, pp. 399-411 |
summary |
This paper presents a system prototype that demonstrates and tests how visual analytics of parametric design data can become an integral workflow in design exploration. Parametric design process, as a complex creative exercise, can lead to generation of a large number of alternative solutions rapidly. The designers are then tasked with effectively finding the potential solutions among a torrent of design data. This task poses challenges like choice overload, which considerably affects the designer’s performance and design output. We hypothesize that the application of visual analytics to parametric design data can help alleviate the choice overload problem. In this paper, we use the term “Design Analytics” which primarily revolves around the application of visual analytics to parametric design data and we test this approach with the help of a low-fidelity prototype called “DANZ: Design Analyzer:”. |
keywords |
Parametric Data, Visual Analytics, Creativity Support Tool, Design Analytics, Data Visualization |
series |
CAAD Futures |
email |
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full text |
file.pdf (1,783,040 bytes) |
references |
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|
Amar, R., Eagan, J., & Stasko, J. (2005)
Low-level components of analytic activity in information visualization
, Information Visualization, 2005. INFOVIS 2005. IEEE Symposium on (pp. 111-117). IEEE.
|
|
|
|
Birman, Ken, and Fred B. Schneider (2009)
Program Committee Overload in Systems
, Commun. ACM 52
|
|
|
|
Cherry, E., & Latulipe, C. (2014)
Quantifying the creativity support of digital tools through the creativity support index
, ACM Transactions on Computer-Human Interaction (TOCHI)
|
|
|
|
Chung, Haeyong, Chris North, Sarang Joshi, and Jian Chen (2015)
Four Considerations for Supporting Visual Analysis in Display Ecologies
, IEEE Conference on Visual Analytics Science and Technology, VAST 2015
|
|
|
|
Davis, Daniel, Jane Burry, and Mark Burry (2011)
Untangling Parametric Schemata?: Enhancing Collaboration through Modular Programming Introduction?: Why Parametric Modelling Can Be Difficult
, CAAD Futures 2011,
|
|
|
|
Erhan, H., J. Chan, G. Fung, N. Shireen, and I. Wang (2017)
Understanding Cognitive Overload in Generative Design
, CAADRIA 2017
|
|
|
|
Fekete, J. D., Van Wijk, J. J., Stasko, J. T., & North, C. (2008)
The value of information visualization
, Information visualization (pp. 1-18). Springer, Berlin, Heidelberg.
|
|
|
|
J Thomas, J and A Cook, K. (2005)
Illuminating the path: The research and development agenda for visual analytics
, National Visualization and Analytics Center
|
|
|
|
Keim, D. A., Mansmann, F., & Thomas, J. (2010)
Visual analytics: how much visualization and how much analytics
, ACM SIGKDD Explorations Newsletter
|
|
|
|
Larkin, J. H., & Simon, H. A. (1987)
Why a diagram is (sometimes) worth ten thousand words
, Cognitive science, 11(1), 65-100
|
|
|
|
Newell, A., Shaw, J. C., & Simon, H. A. (1958)
Elements of a theory of human problem solving
, Psychological Review, 65(3), 151-166
|
|
|
|
Pedersen, J. F., Biskjaer, M. M., & Dalsgaard, P. (2018)
Why HCI and Creativity Research Must Collaborate to Develop New Creativity Support Tools
, Proceedings of American Psychological Association’s Conference on Technology, Mind & Society
|
|
|
|
Pedersen, J. F., Biskjaer, M. M., and Dalsgaard, P. (2018)
Twenty Years of Creativity Research in Human-Computer Interaction: Current State and Future Directions
, Designing Interactive Systems. Association for Computing Machinery (ACM).
|
|
|
|
Schneiderman, B. (2007)
Creativity Support Tools: Accelerating Discovery and Innovation
, Communications of the ACM 50 (12):20–32.
|
|
|
|
Thomas, James J., and Kristin A. Cook (2005)
Illuminating the Path: The Research and Development Agenda for Visual Analytics
, IEEE Computer Society,
|
|
|
|
Woodbury, R., A. Muiuddin, N. Ashtari, M. Chichy, and M. Volker (2017)
A Design Gallery System?: Prototype and Evaluation
, ACADIA 2017
|
|
|
|
last changed |
2019/07/29 14:15 |
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