Citation:
Xueyan Zhong, Luoxin Shen, Xing Pan, Ran Xiang, Lei Hao, Botao Zhang. Ontology-based Knowledge Modeling of Quality Hazard Information in Construction Projects. Journal of Information Technologyin Civil Engineering and Architecture,
2023, 15(6): 32-38.
doi: 10.16670/j.cnki.cn11-5823/tu.2023.06.06
2023, 15(6): 32-38. doi: 10.16670/j.cnki.cn11-5823/tu.2023.06.06
Ontology-based Knowledge Modeling of Quality Hazard Information in Construction Projects
| 1. | Huazhong University of Science and Technology, School of Civil and Hydraulic Engineering, Wuhan 430074, China |
| 2. | Institute of Computing Technologies, China Academy of Railway Sciences Corporation Limited, Beijing 100081, China |
Construction quality management methods need to be improved as the construction industry develops and the scale of construction expands. The traditional quality review involves manually checking the quality issues in the quality rectification forms provided by the supervisors and the codes of construction quality acceptance, which determines whether the construction quality is qualified. However, the traditional method is not only time-consuming and labor-intensive, but also may lead to errors that affect quality control and decision-making. To avoid the above issues by automatic quality review, this paper proposes an ontology-based knowledge model for reviewing information in construction quality hid danger rectification forms. The modeling process comprises four steps: (1) analyzing the lexical elements and semantic relationships in the codes for acceptance of construction quality; (2) establishing knowledge templates and semantic relationship graphs of the quality issues information in quality hid danger rectification form; (3) referring to the existing knowledge model and establishing the QII-QHDRFOntology knowledge model; (4) applying the model to actual cases to evaluate its feasibility and effectiveness. The evaluation results in this paper indicate that the proposed QII-QHDRFOntology knowledge model can effectively review the quality issue information in actual construction quality hazard rectification forms.
| [1] |
Yi Wu, Chenhao Zeng. Research on the Current Situation and Development Countermeasures of Engineering Construction Supervision[J]. 2015: 51-57[2022-10-31]. |
| [2] |
Haitao Wu, Botao Zhong, Heng Li, et al. Combining computer vision with semantic reasoning for on-site safety management in construction[J]. Journal of Building Engineering, 2021, 42: 103036[2022-10-31]. |
| [3] |
陈贵涛. 基于BIM和本体的建筑运维管理研究[J]. 土木建筑工程信息技术, 2017, 9(4): 67-73. |
| [4] |
胡瑛婷, 马骏, 石玉, 等. 基于扩展语义匹配的BIM和GIS三维建筑数据融合[J]. 土木建筑工程信息技术, 2022, 14(3): 9-15. |
| [5] |
乔晓利, 李林, 刘贡平, 等. 基于谓词逻辑的飞机线束工装图版设计[J]. 北京航空航天大学学报, 2021, 47(09): 1756-1764[2022-10-31]. |
| [6] |
Shaoru Guo, Ru Li, Hongye Tan, et al. A Framebased Sentence Representation for Machine Reading Comprehension[C]//Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. Online: Association for Computational Linguistics, 2020: 891- 896[2022-10-31]. |
| [7] |
Efthymios Chondrogiannis, Vassiliki Andronikou, Efstathios Karanastasis, et al. . Using blockchain and semantic web technologies for the implementation of smart contracts between individuals and health insurance organizations[J]. Blockchain: Research and Applications, 2022, 3(2): 100049[2022-10-31]. |
| [8] |
Xuejiao Xing, Botao Zhong, Hanbin Luo,, et al. Ontology for safety risk identification in metro construction[J]. Computers in Industry, 2019, 109: 14-30[2022-10-31]. |
| [9] |
Botao Zhong, Chen Gan, Hanbin Luo, et al. Ontologybased framework for building environmental monitoring and compliance checking under BIM environment[J]. Building and Environment, 2018, 141: 127-142[2022-10-31]. |
| [10] |
Hanbin Luo, Xiaofan Peng, Botao Zhong. Application of Ontology in Emergency Plan Management of Metro Operation[J]. Procedia Engineering, 2016, 164: 158-165[2022-10-31]. |
| [11] |
Botao Zhong, Haitao Wu, Heng Li, et al. A scientometric analysis and critical review of construction related ontology research[J]. Automation in Construction, 2019, 101: 17- 31[2022-10-31]. |
| [12] |
张梅, 郝佳, 阎艳, 等. 基于本体的知识建模技术[J]. 北京理工大学学报, 2010, 30(12): 1405-1408+1431[2022-10-31]. |
| [13] |
张荷花, 顾明. BIM模型智能检查工具研究与应用[J]. 土木建筑工程信息技术, 2018, 10(02): 1-6. |
| [14] |
N a t a l y a F. N o y a n d D e b o r a h L. M c G u i n n e s s. Ontology Development 101[J]. Knowledge Systems Laboratory[2022-10-31]. |
| [15] |
李华. 基于本体的应急领域知识表示与复用研究[D]. 天津大学, 2008[2022-10-31]. |
| [16] |
胡云忠. 基于本体的建筑施工质量规范知识建模与应用研究[D]. 华中科技大学, 2013[2022-10-31]. |
| [17] |
甘晨. 基于IFC和本体的建筑施工图合规性审查研究[D]. 华中科技大学, 2018[2022-10-31]. |
| [18] |
Boris Motik, Ian Horrocks. OWL Datatypes: Design and Implementation[C]. The Semantic Web - ISWC 2008. Berlin, Heidelberg: Springer, 2008: 307-322. |
| [19] |
Nawari O. Nawari. Building Information Modeling: Automated Code Checking and Compliance Processes[M]. Boca Raton: CRC Press, 2018. |
| [20] |
T.H. Beach, Y. Rezgui, H. Li, et al. A rule-based semantic approach for automated regulatory compliance in the construction sector[J]. Expert Systems with Applications, 2015, 42(12): 5219-5231[2022-11-02]. |
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