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NTIS 바로가기정보처리학회논문지. KIPS transactions on software and data engineering. 소프트웨어 및 데이터 공학, v.10 no.9, 2021년, pp.359 - 366
김은혜 (성균관대학교 데이터사이언스융합학과) , 지홍근 (성균관대학교 인공지능융합학과) , 김지나 (성균관대학교 인터랙션사이언스) , 박은일 (성균관대학교 인공지능융합학과) , 엄재용 (한국과학기술원 기술경영전문대학원)
A number of construction companies in Korea invest considerable human and financial resources to construct a system for managing apartment defect data and for categorizing repair tasks. Thus, this study proposes machine learning models to automatically classify defect complaint text-data into one of...
Kim, Daenyeon, Housing Survey Statistical Report (2019) [Internet], http://stat.molit.go.kr/portal/cate/statFileView.do?hRsId327&hFormId
D. S. Watt, "Building pathology: Principles and practice," John Wiley & Sons, 2009.
Housing Construction Supply Division, Apartment Defect Dispute Mediation Committee [Internet] http://www.adc.go.kr
Jin, Dongyeong, Apartment defect application, 62 times' explosion' in 10 years [Internet], https://www.sedaily.com/NewsView/1Z8YOBPOY1.
The Housing Policy Division. Housing act [Internet], https://www.law.go.kr/LSW/eng/engLsSc.do?menuId2§ionlawNm&query16006.
S. H. Lee, S. H. Lee, and J. J. Kim, "Evaluating the impact of defect risks in residential buildings at the occupancy phase," Sustainability, Vol.10, No.12, pp.4466, 2018.
B. Kim, Y. H. Ahn, and S. H. Lee, "LDA-based model for defect management in residential buildings," Sustainability, Vol.11, No.24, pp.7201, 2019.
S. Y. Park, Y. H. Ahn, and S. H. Lee, "Analyzing the finishing works service life pattern of public housing in South Korea by probabilistic approach," Sustainability, Vol.10, No.12, pp.4469, 2018.
T. Joachims, "A probabilistic analysis of the rocchio algorithm with TFIDF for text categorization," Carnegie-mellon Univ Pittsburgh Pa Dept of Computer Science, 1996.
F. Pedregosa, et al., "Scikit-learn: Machine learning in Python," The Journal of Machine Learning Research, Vol.12, pp.2825-2830, 2011.
Glemaitre. Imbalanced-Learn [Internet], https://github.com/scikit-learn-contrib/imbalanced-learn/tree/master/imblearn.
W. McKinney, "Data structures for statistical computing in python," Proceedings of the 9th Python in Science Conference, Vol.445, 2010.
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