Facilitating architect-client communication in the pre-design phase

Cheng Lin Chuang, Sheng Fen Chien

研究成果: Conference contribution

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
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 三月 292021 四月 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
2

Conference

Conference26th 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21-03-2921-04-01

All Science Journal Classification (ASJC) codes

  • 電腦繪圖與電腦輔助設計
  • 建築與營造

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