Expert Systems with Applications, Год журнала: 2024, Номер unknown, С. 125755 - 125755
Опубликована: Ноя. 1, 2024
Язык: Английский
Expert Systems with Applications, Год журнала: 2024, Номер unknown, С. 125755 - 125755
Опубликована: Ноя. 1, 2024
Язык: Английский
Multiscale and Multidisciplinary Modeling Experiments and Design, Год журнала: 2025, Номер 8(2)
Опубликована: Янв. 15, 2025
Язык: Английский
Процитировано
1Engineering Applications of Artificial Intelligence, Год журнала: 2025, Номер 147, С. 110241 - 110241
Опубликована: Фев. 25, 2025
Язык: Английский
Процитировано
1Applied Sciences, Год журнала: 2025, Номер 15(5), С. 2742 - 2742
Опубликована: Март 4, 2025
The rapid advancement of artificial intelligence (AI) has spurred innovation across various domains—information technology, medicine, education, and the social sciences—and is likewise creating new opportunities in architecture for understanding human–environment interactions. This study aims to develop a fine-tuned AI model that leverages electroencephalography (EEG) data analyse users’ emotional states real time apply these insights architectural spaces. Specifically, SEED dataset—an EEG-based emotion recognition resource provided by BCMI laboratory at Shanghai Jiao Tong University—was employed fine-tune ChatGPT classifying three (positive, neutral, negative). Experimental results demonstrate model’s effectiveness differentiating based on EEG signals, although limited number participants confines our findings proof concept. Furthermore, assess feasibility proposed approach contexts, we integrated into 360° virtual reality (VR) setting, where it showed promise real-time adaptive design. By combining AI-driven biometric analysis with user-centred design, this foster sustainable built environments respond dynamically human emotions. underscore potential enhancing occupant experiences provide foundational future investigations human–space
Язык: Английский
Процитировано
0Transplant Immunology, Год журнала: 2025, Номер unknown, С. 102211 - 102211
Опубликована: Фев. 1, 2025
Язык: Английский
Процитировано
0Engineering Applications of Artificial Intelligence, Год журнала: 2024, Номер 139, С. 109666 - 109666
Опубликована: Ноя. 18, 2024
Язык: Английский
Процитировано
1Expert Systems with Applications, Год журнала: 2024, Номер unknown, С. 125755 - 125755
Опубликована: Ноя. 1, 2024
Язык: Английский
Процитировано
1