CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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id caadria2024_530
authors Erhan, Halil and Abuzuraiq, Ahmed M.
year 2024
title Making a Case for Design Analytics: Complementing Designers' Toolbox for Data-Informed Creative Decision-Making
doi https://doi.org/10.52842/conf.caadria.2024.1.515
source Nicole Gardner, Christiane M. Herr, Likai Wang, Hirano Toshiki, Sumbul Ahmad Khan (eds.), ACCELERATED DESIGN - Proceedings of the 29th CAADRIA Conference, Singapore, 20-26 April 2024, Volume 1, pp. 515–524
summary "Design Analytics" is a methodological approach for engaging with design form and performance data to guide design space exploration. The goal is to integrate design decision-making with data analytics through interactive visualisations. This paper introduces the approach grounded in three distinct patterns of design exploration: parallel development, solution exploration, and collaboration. These patterns are demonstrated through system case studies developed using a design study method, highlighting diverse opportunities and challenges in using design data. In each case, functional prototypes of the systems are presented. We propose a research agenda for this system-agnostic approach, offering a perspective on restructuring design with new design systems to enhance design computing.
keywords data inform creativity, Visual analytics, Design Analytics, data-driven design, design collaboration, design space navigation.
series CAADRIA
email
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100%; open Abu Zuraiq, A., & Erhan, H. (2020) Find in CUMINCAD The Many Faces of Similarity: A Visual Analytics Approach for Design Space Simplification , 25th International Conference of the Association for Computer-Aided Architectural Design Research, Thailand

100%; open Abu Zuraiq, A. (2020) Find in CUMINCAD DesignSense: A Visual Analytics Interface for Navigating Generated Design Spaces (Masters thesis) , Simon Fraser University, Surrey, BC, Canada

100%; open Aish, R., & Woodbury, R. (2005) Find in CUMINCAD Multi-level interaction in parametric design , SmartGraphics, 5th International Symposium. Springer

100%; open Alsalman, O., & Erhan, H. (2022) Find in CUMINCAD D-ART for Collaboration in Evaluating Design Alternatives , International Journal of Architectural Computing, Special Issue 2021

100%; open Anton, I., & Tănase, D. (2016) Find in CUMINCAD Informed Geometries: Parametric Modelling and Energy Analysis in Early Stages of Design , Energy Procedia, 85, 10-1016

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100%; open Caetano, I., Santos, L., & Leitao, A. (2020) Find in CUMINCAD Computational design in architecture: Defining parametric, generative, and algorithmic design , F of Architectural Rech.., 9(2), 287-300

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100%; open Deutsch, R. (2015) Find in CUMINCAD Data-driven design and construction: 25 strategies for capturing, analysing and applying building data , John Wiley & Sons

100%; open Erhan, H., Abuzuraiq, A., Zarei, M., Alsalman, O., Woodbury, R., & Dill, J. (2020) Find in CUMINCAD What Can Data Reveal About Your Design Model? A Case Study on Reliability and Validity , 25th International Conference of the Association for CAADRIA

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100%; open Hartmann, B., Yu, L., Allison, A., Yang, Y., & Klemmer, S. R. (2008) Find in CUMINCAD Design as exploration: creating interface alternatives through parallel authoring and runtime tuning , Proceedings of the 21st Annual ACM Symposium on User Int. Soft. and Tech., NY, NY

100%; open Kasik, D., Buxton, W., & Ferguson, D. R. (2005) Find in CUMINCAD Ten CAD Challenges , IEEE Computer Graphics and Applications, 25(2), 81-92

100%; open Kolaric, S., Erhan, H., & Woodbury, R. (2017) Find in CUMINCAD CAMBRIA: Interacting with Multiple CAD Alternatives , CAAD F. Traj., Comm. in Comp. and Inf. Science. Springer, pp. 191-211

100%; open Loyola, M. (2018) Find in CUMINCAD Big data in building design: a review , Journal of Inf. Tech. in Const., 23, 259

100%; open Lunzer, A., & Hornbaek, K. (2008) Find in CUMINCAD Subjunctive interfaces: Extending applications to support parallel setup, viewing and control of alternative scenarios , ACM Trans. on HCI, 14(4)

100%; open Matejka, J., Glueck, M., Bradner, E., Hashemi, A., Grossman, T., & Fitzmaurice, G. (2018) Find in CUMINCAD Dream Lens: Exploration and Visualization of Large-Scale Generative Design Datasets , Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI '18). Association for Computing Machinery, New York, NY, USA

100%; open Mohiuddin, A., & Woodbury, R. (2020) Find in CUMINCAD Interactive Parallel Coordinates for Parametric Design Space Exploration , Extended Abstracts of the CHI, Human Factors in Computing Systems, Cultural Variation and Heredity. Springer, pp. 15-32

100%; open Sanchez, R., & Erhan, H. (2014) Find in CUMINCAD Design ReExplorer: Interactive Design Narratives for Feedback, Analysis and Exploration , Proceedings of the 32nd Education and Research in Computer Aided Architectural Design in Europe Conference

100%; open Sedlmair, M., Meyer, M., & Munzner, T. (2012) Find in CUMINCAD Design Study Methodology: Reflections from the Trenches and the Stacks , IEEE Trans. on Vis. and Computer Graphics, 18(12)

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