한국건축문화유산의 유지보수를 위한 온톨로지 기반 추천 시스템
Ontology-based Recommendation System for Maintenance of Korean Architectural Heritage
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초록
본 논문에서는 한국 건축 유산 유지 보수를 지원하기 위한 온톨로지 기반의 추천 시스템을 제안한다. 본 연구는 다음을 포함한다: 1) 건축 유산의 수리 정보를 표현하는 온톨로지 디자인, 2) 수리 사례 DB 구축, 3) 수리 방법 추천 시스템 개발. 본 연구에서는 기존 문화유산 온톨로지를참조하여 한국 목조 건축문화유산의 정보를 표현하는 온톨로지를 디자인 하였다. 둘째, 국립 문화재 연구소와 문화재청에서 제공하는 수리 내용 및 전문가 인터뷰 데이터를 바탕으로 수리 정보데이터베이스를 구축하였다. 셋째, 우리는 가장 유사한 현상과 원인을 가진 한국 목조 건축문화유산의 수리 방법을 추천하는 시스템을 개발하였다. 이 연구는 수리 지식을 공유하고 건축문화유산수리를 위한 방법을 결정하는데 기여한다.
Abstract
In this paper, we propose ontology-based recommendation system for supporting maintenance of Korean architectural heritage. This study includes the following: 1) design of ontology expressing repair information of architectural heritage, 2) creation of repair case DB, 3) creation of a recommendation system of repair method. For this study, we designed the ontology that expresses the information of Korean wooden building cultural heritage by referring to the existing heritage ontologies. Second, we created the repair information database based on the repair contents and the expert interview data provided by the National Institute of Cultural Heritage and the Cultural Heritage Administration. Third, we developed a system that recommends the repair method of Korean wooden architectural heritage with the most similar phenomena and causes. This study contributes to sharing repair knowledge and determining repair methods for architectural heritage repair.
참고문헌 (18)
- S. Hong, "Plan to introduce construction industry registration system to revitalize Hanok", Construction policy review, pp.46~47 (2016)
- 김성아, "온톨로지 기반 건축물 사례 학습시스템 구현 연구", 대한건축학회논문집, 21(10), pp.97~104 (2005), 대한건축학회
- Cacciotti R, "A diagnostic ontological model for damages to historical constructions", Journal of Cultural Heritage (2015)
- Cursi, Stefano, "A semantic web approach for built heritage representation", International Conference on Computer-Aided Architectural Design Futures, pp.383~401 (2015)
- Abdullah, S., "The fundamentals of case-based reasoning : application to a building defect problem", Malaysian Journal of Computer Science, 10(1), pp.10~26 (1997)
- Motawa, I., "A knowledge-based BIM system for building maintenance", Automation in construction, 29, pp.173~182 (2013)
- H. Jang, "Introduction to Cultural Heritage" (2002), Baeksan Publishing
- Ronzino P, "Assessment and comparison of metadata schemas for architectural heritage", Proc. of CIPA (2011)
- Zhang, Yunan, "Integration application system of Chinese wooden architecture heritages based on BIM", International Conference on Logistics, Informatics and Service Sciences, pp.1~8 (2016), IEEE
- Han, S., "Workflows for Condition Inspection Documentation of Architectural Heritage Based on Hbim:Taking Three Duty Rooms in Forbidden City of Beijing as an Example", ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, pp.123~129 (2017)
- Lee, Jongwook, "An Digital Architectural Heritage Content Authoring Tool Using XML", Proceedings of the Korean Society of Computer Information Conference, pp.40~43 (2016), Korean Society of Computer Information
- Boeykens, Stefan, "Using 3D Design software, BIM and game engines for architectural historical reconstruction", Designing Together-CAADfutures, pp.493~509 (2011)
- Wallgrün, J. O., "Immersive Technologies and Experiences for Archaeological Site Exploration and Analysis", Proceedings of Workshops and Posters at the 13th International Conference on Spatial Information Theory (COSIT 2017), pp.307~314 (2018)
- Adrien Fonnet, "Heritage BIM integration with mixed reality for building preventive maintenance", 24º Encontro Português de Computação Gráfica e Interação (EPCGI) (2017)
- Eliseo, Maria Amelia, "Domain ontology with temporal descriptions for architectural buildings as a support for learning history of architecture", IEEE Multidisciplinary Engineering Education Magazine, 6(2), pp.24~31 (2011)
- Acierno, M., "Architectural heritage knowledge modelling:An ontology-based framework for conservation process", Journal of Cultural Heritage, 24, pp.124~133 (2017)
- Hellmund, T., "Introducing the HERACLES Ontology—Semantics for Cultural Heritage Management", Heritage, 2, pp.377~391 (2018)
- Grama, Cristina, "CBR based problem diagnostics application as a decision support system in the cultural heritage objects restoration", Proceedings of the 15th WSEAS Intern. Conf. on Recent Researches in System Science (2011)