| id |
caadria2021_415 |
| authors |
Chuang, Cheng-Lin and Chien, Sheng-Fen |
| year |
2021 |
| title |
Facilitating Architect-Client Communication in the Pre-design Phase |
| doi |
https://doi.org/10.52842/conf.caadria.2021.2.071
|
| source |
A. Globa, J. van Ameijde, A. Fingrut, N. Kim, T.T.S. Lo (eds.), PROJECTIONS - Proceedings of the 26th CAADRIA Conference - Volume 2, The Chinese University of Hong Kong and Online, Hong Kong, 29 March - 1 April 2021, pp. 71-80 |
| summary |
The process of architects exploring the program with clients often take place through face-to-face oral discussions and visual aids, such as photos and sketches. Our research focuses on two communication mediums: language and sketch. We employ machine learning techniques to assist architects and clients to improve their communication and reduce misunderstandings. We have trained a Naive Bayesian Classifier machine, the language assistant (LA), to classify architectural vocabularies with associations to design requirements. In addition, we have trained a Generative Adversarial Network, the sketch assistant (SA), to generate photo quality images based on architects' sketches. The language assistant and sketch assistant combined can facilitate architect-client communication during the pre-design stage. |
| keywords |
Architect-Client Communication; Pre-design; Architectural Programming; Machine Learning; Schematic Design |
| series |
CAADRIA |
| email |
|
| full text |
 file.pdf (9,121,002 bytes) |
| references |
Content-type: text/plain
|
Barrett, Peter (1999)
 Better Construction Briefing
, Wiley
|
|
|
|
|
Isola, Phillip, Zhu, Jun-Yan, Zhou, Tinghui and Efros, Alexei A. (2017)
Image-to-Image Translation with Conditional Adversarial Networks
, CVPR 2017
|
|
|
|
|
Kiviniemi, Arto (2005)
Requirements Management Interface to Building Product Models
, Ph.D. Dissertation, Department of Civil and Environmental Engineering, Stanford University
|
|
|
|
|
Lertlakkhanakul, Jumphon, Choi, Jin Won and Kim, Mi Yun (2008)
Building data model and simulation platform for spatial interaction management in smart home
, Automation in Construction, 17, pp. 948-957
|
|
|
|
|
Shen, Weilin, Zhang, Xiaoling, Shen, Geoffrey Qiping and Fernando, Terrence (2013)
The User Pre-Occupancy Evaluation Method in designer-client communication in early design stage: A case study
, Automation in Construction, 32, pp. 112-124
|
|
|
|
|
Shen, Weilin (2011)
A BIM-based Pre-occupancy Evaluation Platform (PEP) for facilitating designer-client communication in the early design stage
, Ph.D. Thesis, Department of Building and Real Estate, Hong Kong Polytechnic University
|
|
|
|
|
Sirikasem, Peerapong and Degelman, Larry O. (1990)
The use of video-computer presentation Techniques to aid in communication between architect and client
, ACADIA Conference Proceedings, pp. 205-216
|
|
|
|
|
Taleb, Hala, Ismail, Syuhaida, Wahab, Mohammad Hussaini and Rani, W. N. M. W. M (2017)
Communication management between architects and clients
, AIP Conference Proceedings
|
|
|
|
|
Tessema, Yohannes Abbay (2008)
BIM for Improved Building Design Communication Between Architects and Clients in the Schematic Design Phase
, Master's Thesis, Texas Tech University
|
|
|
|
| last changed |
2022/06/07 07:56 |
|
