WEKO3
アイテム
EMPIRICAL RESEARCH ON HUMAN-AI COLLABORATIVE ARCHITECTURAL DESIGN PROCESS THROUGH A DEEP LEARNING APPROACH
https://kitakyu.repo.nii.ac.jp/records/2000051
https://kitakyu.repo.nii.ac.jp/records/2000051ae8d6b43-6059-47cf-a236-db548d1ea010
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
(KKDE1248WD)甲第248号_ワン ダ.pdf (16.1 MB)
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| Item type | 学位論文 / Thesis or Dissertation(1) | |||||
|---|---|---|---|---|---|---|
| 公開日 | 2024-01-18 | |||||
| タイトル | ||||||
| タイトル | EMPIRICAL RESEARCH ON HUMAN-AI COLLABORATIVE ARCHITECTURAL DESIGN PROCESS THROUGH A DEEP LEARNING APPROACH | |||||
| 言語 | en | |||||
| 言語 | ||||||
| 言語 | eng | |||||
| キーワード | ||||||
| 言語 | en | |||||
| 主題Scheme | Other | |||||
| 主題 | deep learning|artificial intelligence|architectural design paradigm|building design solution generation|collaborative design | |||||
| 資源タイプ | ||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_db06 | |||||
| 資源タイプ | doctoral thesis | |||||
| アクセス権 | ||||||
| アクセス権 | open access | |||||
| アクセス権URI | http://purl.org/coar/access_right/c_abf2 | |||||
| その他（別言語等）のタイトル | ||||||
| その他のタイトル | ディープラーニングアプローチによる人間とAIの協働建築設計プロセスの実証的研究 | |||||
| 言語 | ja | |||||
| 著者 |
万 达
× 万 达 |
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| 著者別名 | ||||||
| 姓名 | ワン ダ | |||||
| 言語 | ja-Kana | |||||
| 抄録 | ||||||
| 内容記述タイプ | Abstract | |||||
| 内容記述 | The purpose of this thesis is to explore how AI technologies intervene in the architectural design process and to discuss the importance and approaches that drive the paradigm shift towards human-AI collaboration in architectural design. The research is conducted from two perspectives: theoretical and practical. At the theoretical level, how AI technologies affect architectural design through technological evolution is analyzed, as well as the advantages, disadvantages and trends of different AI networks in sustainably analyzing and optimizing different kinds of architectural designs. Further, based on this, the methodology of how to develop a reflection on the nature of technology and data is discussed. At the practical level, AI methods that are inventive and capable of performance-based design are constructed and trained. And the basic process of human-AI collaborative architectural design is presented with an empirical study. The results of this thesis not only provide a theoretical reference and methodological basis for future research on human-AI collaborative architectural design at a broader and higher level but also attempt to explore new ideas and methods for the field of architectural design during the evolution of the old and new paradigms, ultimately realizing the purpose of sustainable development of the B&C industry. | |||||
| 言語 | en | |||||
| 学位名 | ||||||
| 言語 | ja | |||||
| 学位名 | 博士(工学) | |||||
| 学位授与機関 | ||||||
| 学位授与機関識別子Scheme | kakenhi | |||||
| 学位授与機関識別子 | 27101 | |||||
| 言語 | ja | |||||
| 学位授与機関名 | 北九州市立大学 | |||||
| 学位授与年月日 | ||||||
| 学位授与年月日 | 2023-09-25 | |||||
| 学位授与番号 | ||||||
| 学位授与番号 | 甲第248号 | |||||
