| 논문명 |
최근 건축분야의 인공지능 기계학습 연구동향 / Recent Research Trends of Artificial Intelligent Machine Learning in Architectural Field - Review of Domestic and International Journal Papers / 국내·외 연구논문을 중심으로 |
| 저자명 |
강인성(Kang, In Sung) ; 문진우(Moon, Jin Woo) ; 박진철(Park, Jin Chul) |
| 수록사항 |
대한건축학회논문집 구조계, Vol.33 No.04 (2017-04) |
| 주제어 |
건축분야 ; 인공지능 ; 기계학습 ; 인공신경망 ; 연구동향 ; Architectural Field ; Artificial Intelligence ; Machine Learning ; Artificial Neural Network ; Research Trends |
| 요약2 |
This paper carried out research trends of Artificial Intelligence (AI) of architectural field by comparing and analyzing the domestic & international journal papers in order to propose possibilities of application of Artificial Intelligence to architectural field in Korea. Firstly, theory of AI was analyzed comprehensively and papers were selected based on keyword of the papers, such as "AI", "ANN", “GA”, “SVM”, "Building", "Architecture" published in the domestic and international journals from 2000 to 2016. After selecting domestic and international journal papers adequately, in-depth analysis was conducted by architectural field, subject, method, and year. According to the analysis results, research trends of total chronology was growing steady and steep growth, especially in architectural environment and facility field. Furthermore, over half of the total papers applied ANN models for research. Lastly, in order to have competitive power of the domestic industry in the future, it determined that the Artificial Intelligence research in the field of architecture should be carried forward more actively. |
