Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | 박준석 | - |
dc.date.accessioned | 2019-09-24T07:39:47Z | - |
dc.date.available | 2019-09-24T07:39:47Z | - |
dc.date.issued | 2019-04 | - |
dc.identifier.citation | 대한건축학회 학술발표대회 논문집, v. 39 , NO 1, Page. 351-352 | en_US |
dc.identifier.issn | 2287-5786 | - |
dc.identifier.uri | http://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE08753863 | - |
dc.identifier.uri | https://repository.hanyang.ac.kr/handle/20.500.11754/110622 | - |
dc.description.abstract | The purpose of this study was to predict the window opening behavior of residents using a machine learning model. In the previous researches that applied the environmental factors such as indoor and outdoor temperature and humidity to the machine learning, in this paper we tried to confirm the influence of the environmental factors on window opening behavior. Random forests(RF) were applied to determine the importance of each environmental factor in 23 sample housings. To classify households by comparing and analyzing the degree of importance factors. These results can contribute to improve the prediction accuracy of the machine learning model | en_US |
dc.description.sponsorship | 이 연구는 2017년도 한국연구재단 연구비 지원에 의한 결과의 일부임. 과제번호:NRF – 2017R1A2B3009344 | en_US |
dc.language.iso | ko_KR | en_US |
dc.publisher | 대한건축학회 | en_US |
dc.subject | 창문 개폐 | en_US |
dc.subject | 거주자 행동 | en_US |
dc.subject | 환기 | en_US |
dc.subject | 실내 공기질 | en_US |
dc.subject | 기계학습 | en_US |
dc.subject | window control | en_US |
dc.subject | Occupant behaviour | en_US |
dc.subject | Ventilation | en_US |
dc.subject | Indoor air quality | en_US |
dc.subject | Building simulation | en_US |
dc.subject | Machine learning | en_US |
dc.title | 재실자의 창문개폐 행위에 주요인자 분석 | en_US |
dc.title.alternative | Driving parameters of occupants behavior of window opening and closing in homes | en_US |
dc.type | Article | en_US |
dc.relation.no | 1호 | - |
dc.relation.volume | 39권 71집 | - |
dc.relation.page | 351-352 | - |
dc.contributor.googleauthor | 안영민 | - |
dc.contributor.googleauthor | 정진화 | - |
dc.contributor.googleauthor | 채영태 | - |
dc.contributor.googleauthor | 박준석 | - |
dc.contributor.googleauthor | An, Young-Min | - |
dc.contributor.googleauthor | Jeong, Jin-Hwa | - |
dc.contributor.googleauthor | Chae, Young-Tae | - |
dc.contributor.googleauthor | Park, Jun-Seok | - |
dc.sector.campus | S | - |
dc.sector.daehak | COLLEGE OF ENGINEERING[S] | - |
dc.sector.department | DEPARTMENT OF ARCHITECTURAL ENGINEERING | - |
dc.identifier.pid | junpark | - |
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