id |
ecaade2018_138 |
authors |
Abdulmawla, Abdulmalik, Schneider, Sven, Bielik, Martin and Koenig, Reinhard |
year |
2018 |
title |
Integrated Data Analysis for Parametric Design Environment - mineR: a Grasshopper plugin based on R |
source |
Kepczynska-Walczak, A, Bialkowski, S (eds.), Computing for a better tomorrow - Proceedings of the 36th eCAADe Conference - Volume 2, Lodz University of Technology, Lodz, Poland, 19-21 September 2018, pp. 319-326 |
doi |
https://doi.org/10.52842/conf.ecaade.2018.2.319
|
summary |
In this paper we introduce mineR- a tool that integrates statistical data analysis inside the parametric design environment Grasshopper. We first discuss how the integration of statistical data analysis would improve the parametric modelling workflow. Then we present the statistical programming language R. Thereafter, we show how mineR is built to facilitate the use of R in the context of parametric modelling. Using two example cases, we demonstrate the potential of implementing mineR in the context of urban design and analysis. Finally, we discuss the results and possible further developments. |
keywords |
Statistical Data Analysis; Parametric Design |
series |
eCAADe |
email |
|
full text |
file.pdf (6,142,461 bytes) |
references |
Content-type: text/plain
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Diez, DM, Barr, CD and Cetinkaya-Rundel, M (2012)
OpenIntro statistics
, CreateSpace
|
|
|
|
Fuchkina, E (2017)
Pedestrian Movement Graph Analysis
, Arbeitspapiere Informatik in der Architektur, http://nbn-resolving.de/urn:nbn:de:gbv:wim2-20170202-27381(16), p. 21
|
|
|
|
Hillier, B (1996)
Space is the machine: A configurational theory ofarchitecture
, Cambridge: Cambridge University Press
|
|
|
|
Karimi, K (2012)
A configurational approach to analytical urban design: Space syntax methodology
, Urban Design International, 17(4), pp. 297-318
|
|
|
|
Koenig, R, Treyer, L and Schmitt, G (2013)
Graphical smalltalk with my optimization system for urban planning tasks
, Proceedings of the 31st eCAADe Conference - Volume 2, pp. 195-203
|
|
|
|
Koenig, R (2015)
CPlan: An Open Source Library for Computational Analysis and Synthesis
, Real Time - Proceedings of the 33rd eCAADe Conference, 1, pp. 245-250
|
|
|
|
Motta, E (1999)
Reusable Components for Knowledge Modelling: Case Studies in Parametric Design Problem Solving
, IOS Press
|
|
|
|
Schneider, S, Abdulmawla, A and Donath, D (2017)
The effect of the street network on movement patterns and land use in small cities: A comparative study of three 10K cities in Thuringia, Germany
, Proceedings of the 11th International Space Syntax Symposium, SSS 2017, Lisbon, pp. 1660-1682
|
|
|
|
Team, RC (2017)
R: A language and environment for statistical computing.
, R Foundation for Statistical Computing 2016, Vienna, Austria
|
|
|
|
Tukey, JW (1977)
Exploratory data analysis
, Addison Wesley Publishing
|
|
|
|
Woodbury, R (2010)
Elements of parametric design
, Taylor & Francis Group
|
|
|
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last changed |
2022/06/07 07:54 |
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