Facilitating architect-client communication in the pre-design phase

Cheng Lin Chuang; Sheng Fen Chien

doi:10.52842/conf.caadria.2021.2.071

Facilitating architect-client communication in the pre-design phase

Cheng Lin Chuang, Sheng Fen Chien

科技藝術碩士學位學程

研究成果: Conference contribution

6 引文斯高帕斯（Scopus）

摘要

The process of architects exploring the program with clients of Ten 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.

原文	English
主出版物標題	Projections - Proceedings of the 26th International Conference of the Association for Computer-Aided Architectural Design Research in Asia, CAADRIA 2021
編輯	Anastasia Globa, Jeroen van Ameijde, Adam Fingrut, Nayeon Kim, Tian Tian Sky Lo
發行者	The Association for Computer-Aided Architectural Design Research in Asia (CAADRIA)
頁面	71-80
頁數	10
ISBN（電子）	9789887891765
DOIs	https://doi.org/10.52842/conf.caadria.2021.2.071
出版狀態	Published - 2021
事件	26th International Conference of the Association for Computer-Aided Architectural Design Research in Asia: Projections, CAADRIA 2021 - Hong Kong, Hong Kong 持續時間: 2021 3月 29 → 2021 4月 1

出版系列

名字	Projections - Proceedings of the 26th International Conference of the Association for Computer-Aided Architectural Design Research in Asia, CAADRIA 2021
卷	2

Conference

Conference	26th International Conference of the Association for Computer-Aided Architectural Design Research in Asia: Projections, CAADRIA 2021
國家/地區	Hong Kong
城市	Hong Kong
期間	21-03-29 → 21-04-01

All Science Journal Classification (ASJC) codes

電腦繪圖與電腦輔助設計
建築與營造

UN SDG

此研究成果有助於以下永續發展目標

存取文件

10.52842/conf.caadria.2021.2.071

其它文件與鏈接

引用此

Chuang, C. L., & Chien, S. F. (2021). Facilitating architect-client communication in the pre-design phase. 於 A. Globa, J. van Ameijde, A. Fingrut, N. Kim, & T. T. S. Lo (編輯), Projections - Proceedings of the 26th International Conference of the Association for Computer-Aided Architectural Design Research in Asia, CAADRIA 2021 (頁 71-80). (Projections - Proceedings of the 26th International Conference of the Association for Computer-Aided Architectural Design Research in Asia, CAADRIA 2021; 卷 2). The Association for Computer-Aided Architectural Design Research in Asia (CAADRIA). https://doi.org/10.52842/conf.caadria.2021.2.071

Chuang, Cheng Lin ; Chien, Sheng Fen. / Facilitating architect-client communication in the pre-design phase. Projections - Proceedings of the 26th International Conference of the Association for Computer-Aided Architectural Design Research in Asia, CAADRIA 2021. 編輯 / Anastasia Globa ; Jeroen van Ameijde ; Adam Fingrut ; Nayeon Kim ; Tian Tian Sky Lo. The Association for Computer-Aided Architectural Design Research in Asia (CAADRIA), 2021. 頁 71-80 (Projections - Proceedings of the 26th International Conference of the Association for Computer-Aided Architectural Design Research in Asia, CAADRIA 2021).

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title = "Facilitating architect-client communication in the pre-design phase",

abstract = "The process of architects exploring the program with clients of Ten 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.",

author = "Chuang, {Cheng Lin} and Chien, {Sheng Fen}",

note = "Publisher Copyright: {\textcopyright} 2021 and published by the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA), Hong Kong.; 26th International Conference of the Association for Computer-Aided Architectural Design Research in Asia: Projections, CAADRIA 2021 ; Conference date: 29-03-2021 Through 01-04-2021",

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editor = "Anastasia Globa and {van Ameijde}, Jeroen and Adam Fingrut and Nayeon Kim and Lo, {Tian Tian Sky}",

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Chuang, CL & Chien, SF 2021, Facilitating architect-client communication in the pre-design phase. 於 A Globa, J van Ameijde, A Fingrut, N Kim & TTS Lo (編輯), Projections - Proceedings of the 26th International Conference of the Association for Computer-Aided Architectural Design Research in Asia, CAADRIA 2021. Projections - Proceedings of the 26th International Conference of the Association for Computer-Aided Architectural Design Research in Asia, CAADRIA 2021, 卷 2, The Association for Computer-Aided Architectural Design Research in Asia (CAADRIA), 頁 71-80, 26th International Conference of the Association for Computer-Aided Architectural Design Research in Asia: Projections, CAADRIA 2021, Hong Kong, Hong Kong, 21-03-29. https://doi.org/10.52842/conf.caadria.2021.2.071

Facilitating architect-client communication in the pre-design phase. / Chuang, Cheng Lin; Chien, Sheng Fen.
Projections - Proceedings of the 26th International Conference of the Association for Computer-Aided Architectural Design Research in Asia, CAADRIA 2021. 編輯 / Anastasia Globa; Jeroen van Ameijde; Adam Fingrut; Nayeon Kim; Tian Tian Sky Lo. The Association for Computer-Aided Architectural Design Research in Asia (CAADRIA), 2021. p. 71-80 (Projections - Proceedings of the 26th International Conference of the Association for Computer-Aided Architectural Design Research in Asia, CAADRIA 2021; 卷 2).

研究成果: Conference contribution

TY - GEN

T1 - Facilitating architect-client communication in the pre-design phase

AU - Chuang, Cheng Lin

AU - Chien, Sheng Fen

PY - 2021

Y1 - 2021

N2 - The process of architects exploring the program with clients of Ten 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.

AB - The process of architects exploring the program with clients of Ten 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.

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DO - 10.52842/conf.caadria.2021.2.071

M3 - Conference contribution

AN - SCOPUS:85104895416

T3 - Projections - Proceedings of the 26th International Conference of the Association for Computer-Aided Architectural Design Research in Asia, CAADRIA 2021

SP - 71

EP - 80

BT - Projections - Proceedings of the 26th International Conference of the Association for Computer-Aided Architectural Design Research in Asia, CAADRIA 2021

A2 - Globa, Anastasia

A2 - van Ameijde, Jeroen

A2 - Fingrut, Adam

A2 - Kim, Nayeon

A2 - Lo, Tian Tian Sky

PB - The Association for Computer-Aided Architectural Design Research in Asia (CAADRIA)

T2 - 26th International Conference of the Association for Computer-Aided Architectural Design Research in Asia: Projections, CAADRIA 2021

Y2 - 29 March 2021 through 1 April 2021

ER -

Chuang CL, Chien SF. Facilitating architect-client communication in the pre-design phase. 於 Globa A, van Ameijde J, Fingrut A, Kim N, Lo TTS, 編輯, Projections - Proceedings of the 26th International Conference of the Association for Computer-Aided Architectural Design Research in Asia, CAADRIA 2021. The Association for Computer-Aided Architectural Design Research in Asia (CAADRIA). 2021. p. 71-80. (Projections - Proceedings of the 26th International Conference of the Association for Computer-Aided Architectural Design Research in Asia, CAADRIA 2021). doi: 10.52842/conf.caadria.2021.2.071

Facilitating architect-client communication in the pre-design phase

摘要

出版系列

Conference

All Science Journal Classification (ASJC) codes

UN SDG

存取文件

其它文件與鏈接

指紋

引用此