Citation: Zhang Yunyi, Zhang Jianping, Liu Qiang, Liu Gang. Research on BIM-based Automatic Correlation Mechanismof Unstructured Project Documents. Journal of Information Technologyin Civil Engineering and Architecture, 2015, 7(3): 16-21.
2015, 7(3): 16-21.
Research on BIM-based Automatic Correlation Mechanismof Unstructured Project Documents
1. | Tsinghua University, Beijing 100084, China |
2. | Glodon Software Company Limited, Beijing 100093, China |
Large amount of information in construction projects is still stored in unstructured documents nowadays. This research focuses on the correlation mechanism between unstructured information with highly structured BIM model, realizing BIM-based retrieval of unstructured information and improving the using efficiency. Title-based and content-based automatic correlation mechanisms are provided, capable of searching correlated entities through selected document, calculating correlation index and ranking and establishing the correlation after users' confirmation. A case-study shows that if entities are well named and expressions in the document match the model, this method is able to recall all the correlated entities, ranking at the top of the list. Correlated document can also be queried dynamically based on BIM model.
[1] |
Soibelman L, Wu J, Caldas C, et al. Management and analysis of unstructured construction data types[J]. Advanced Engineering Informatics, 2008, 22(1): 15-27. |
[2] |
Simoff S J, Maher M L. Ontology-based multimedia data mining for design information retrieval[C]//Proceedings of ACSE Computing Congress. Cambridge, MA: ACSE, 1998, 320. |
[3] |
张洋. 基于BIM的建筑工程信息集成与管理研究[D]. 北京: 清华大学, 2009. |
[4] |
Mao W, Zhu Y, Ahmad I. Applying metadata models to unstructured content of construction documents: A view-based approach[J]. Automation in construction, 2007, 16(2): 242-252.doi: 10.1016/j.autcon.2006.05.005 |
[5] |
Caldas C H, Soibelman L, Gasser L. Methodology for the integration of project documents in model-based information systems[J]. Journal of Computing in Civil Engineering, 2005, 19(1): 25-33.doi: 10.1061/(ASCE)0887-3801(2005)19:1(25) |
[6] |
Buildingsmart. IFC4 Documentation[EB/OL]. (2013-02-28)[2015. 05. 31 ]. http://www.buildingsmart-tech.org/ifc/IFC4/final/html/index.htm |
[7] |
Fred J.Damerau, Robert L.Merver. Context based spelling correction[J].Information Processing & Management.1991, 27(5):517-522. |
[8] |
Irvine V. C, Samir Khuller. Design and Analysis of Algorithms Lecture Notes[R]. Dept. of Computer Science, University of Maryland, 2003. |
[9] |
Salton G. The SMART retrieval system—experiments in automatic document processing[J]. 1971. |
[10] |
Croft W B, Harper D J. Using probabilistic models of document retrieval without relevance information[J]. Journal of documentation, 1979, 35(4): 285-295.doi: 10.1108/eb026683 |
[11] |
张华平. 语言浅层分析与句子级新信息检测研究[D]. 中国科学院研究生院(计算技术研究所), 2005. |
[12] |
Salton G. The SMART retrieval system-experiments in automatic document processing[J]. 1971. |
[13] |
Sadiq R, Husain T, Veitch B, et al. Risk-based decision-making for drilling waste discharges using a fuzzy synthetic evaluation technique[J]. Ocean Engineering, 2004, 31(16): 1929-1953.doi: 10.1016/j.oceaneng.2004.05.001 |
[14] |
余芳强. 面向建筑全生命期的BIM构建与应用技术研究[D]. 北京: 清华大学, 2014. |
[15] |
Manning C D, Schütze H. Foundations of statistical natural language processing[J]. Natural Language Engineering, 1999, 26(2): 91-92. |
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