Artificial Neural Network-based Weight Factor Determination Method for the Enhanced XML Schema Matching of Bridge Engineering Documents
![]() |
Park, Sang I.
(Research Institute for Safety Performance, Korea Authority of Land & Infrastructure Safety)
Kwon, Tae-Ho (School of Civil & Environmental Engineering, Yonsei University) Park, Junwon (Department of Civil Engineering, Myongji College) Seo, Kyung-Wan (School of Civil & Environmental Engineering, Yonsei University) Yoon, Young-Cheol (Department of Civil Engineering, Myongji College) |
1 | S. I. Park and S.-H. Lee, "Heuristic Solution using Decision Tree Model for Enhanced XML Schema Matching of Bridge Structural Calculation Documents", Front. Struct. Civ. Eng., Vol. 14, No. 6, pp. 1403-1417, 2021. |
2 | A. Doan, J. Madhavan, P. Domingos and A. Halevy, "Learning to Map between Otologies on the Semantic Web", Proceedings of the 11th International Conference on World Wide Web, pp. 662-673, 2002. |
3 | J. Lin, "Multiple-objective Problems: Pareto-optimal Solutions by Method of Proper Equality Constraints", IEEE Trans. Autom. Control, Vol. 21, No. 5, pp. 641-650, 1976. DOI |
4 | U. Fayyad, G. Piatetsky-Shapiro and P. Smyth, "From Data Mining to Knowledge Discovery in Databases", AI Mag., Vol. 17, No. 3, pp. 37-37, 1996. |
5 | F. Burden and D. Winkler, "Bayesian Regularization of Neural Networks", Artif. Neural Netw., pp. 23-42, 2008. |
6 | D. J. MacKay, "A Practical Bayesian Framework for Backpropagation Networks", Neural Comput., Vol. 4, No. 3, pp. 448-472, 1992. DOI |
7 | D. M. Hawkins, S. C. Basak and D. Mills, "Assessing Model fit by Cross-validation", J. Chem. Inf. Comput. Sci. Vol. 43, No. 2, pp. 579-586, 2003. DOI |
8 | B. G. Kim, S. I. Park, H. J. Kim and S. H. Lee, "Automatic Extraction of Apparent Semantic Structure from Text Contents of a Structural Calculation Document", J. Comput. Civil. Eng., Vol. 24, No. 3, pp. 313-324, 2010. DOI |
9 | J. Madhavan, P. A. Bernstein and E. Rahm, "Generic Schema Matching with Cupid", in vldb, 2001, Vol. 1: Citeseer, pp. 49-58. |
10 | J. Zhang and N. M. El-Gohary, "Semantic NLP-based Information Extraction from Construction Regulatory Documents for Automated Compliance Checking", J. Comput. Civil. Eng., Vol. 30, No. 2, p. 04015014, 2016. DOI |
11 | Y. Rezgui, "Ontology-centered Knowledge Management using Information Retrieval Techniques", J. Comput. Civil. Eng., Vol. 20, No. 4, pp. 261-270, 2006. DOI |
12 | Y. Zhu, R. R. Issa and R. F. Cox, "Web-based Construction Document Processing via Malleable Frame", J. Comput. Civil. Eng., Vol. 15, No. 3, pp. 157-169, 2001. DOI |
13 | M. Zhiliang, L. Heng, Q. Shen and Y. Jun, "Using XML to Support Information Exchange in Construction Projects", Autom. Constr., Vol. 13, No. 5, pp. 629-637, 2004. DOI |
14 | B. S. Kim, S. Chang and Y. Suh, "Text Analytics for Classifying Types of Accident Occurrence using Accident Report Documents", J. Korean Soc. Saf., Vol. 33, No. 3, pp. 58-64, 2018. DOI |
15 | S. Liu, C. A. McMahon and S. J. Culley, "A Review of Structured Document Retrieval (SDR) Technology to Improve Information Access Performance in Engineering Document Management", Comput. Ind., Vol. 59, No. 1, pp. 3-16, 2008. DOI |
16 | S. I. Park, B.-G. Kim and S.-H. Lee, "An Efficient Application of XML Schema Matching Technique to Structural Calculation Document of Bridge", KSCE J. Civ. Eng., Vol. 32, No. 1D, pp. 51-59, 2012. |
17 | D. A. Salama and N. M. El-Gohary, "Automated Compliance Checking of Construction Operation Plans using a Deontology for the Construction Domain", J. Comput. Civil. Eng., Vol. 27, No. 6, pp. 681-698, 2013. DOI |
18 | B.-G. Kim, S. I. Park, H.-J. Kim and S.-H. Lee, "Automatic Extraction of Apparent Semantic Structure from Text Contents of a Structural Calculation Document", J. Comput. Civil. Eng., Vol. 24, No. 3, pp. 313-324, 2010. DOI |
19 | F. Troncoso-Pastoriza, P. Eguia-Oller, R. P. Diaz-Redondo and E. Granada-Alvarez, "Generation of BIM Data based on the Automatic Detection, Identification and Localization of Lamps in Buildings", Sust. Cities Soc., Vol. 36, pp. 59-70, 2018. DOI |
20 | S. Yang, R. Wei, and A. Shigarov, "Semantic Interoperability for Electronic Business through a Novel Cross-context Semantic Document Exchange Approach", in Proceedings of the ACM Symposium on Document Engineering 2018, 2018, pp. 1-10. |
21 | S. Yi, B. Huang and W. T. Chan, "XML Application Schema Matching using Similarity Measure and Relaxation Labeling", Inf. Sci., Vol. 169, No. 1-2, pp. 27-46, 2005. DOI |
22 | W.-S. Li and C. Clifton, "SEMINT: A Tool for Identifying Attribute Correspondences in Heterogeneous Databases using Neural Networks", Data Knowl. Eng., Vol. 33, No. 1, pp. 49-84, 2000. DOI |
23 | M. Zhiliang, K. D. Wong, L. Heng and Y. Jun, "Utilizing Exchanged Documents in Construction Projects for Decision Support based on Data Warehousing Technique", Autom. Constr., Vol. 14, No. 3, pp. 405-412, 2005. DOI |
24 | S. Melnik, H. Garcia-Molina and E. Rahm, "Similarity Flooding: A Versatile Graph Matching Algorithm and Its Application to Schema Matching", Proceedings 18th International Conference on Data Engineering, IEEE, pp. 117-128, 2002. |
25 | P. Adriaans and D. Zantinge, "Data Mining Addison Wesley Longman Limited", Edinbourgh Gate, Harlow, CM20 2JE, England, 1996. |
26 | S. Liu, C. A. McMahon, M. J. Darlington, S. J. Culley and P. J. Wild, "A Computational Framework for Retrieval of Document Fragments based on Decomposition Schemes in Engineering Information Management", Adv. Eng. Inform., Vol. 20, No. 4, pp. 401-413, 2006. DOI |
27 | Y. Suh, "Data Analytics for Social Risk Forecasting and Assessment of New Technology", J. Korean Soc. Saf., Vol. 32, No. 3, pp. 83-89, 2017. DOI |
28 | K. Liu and N. El-Gohary, "Ontology-based Semi-supervised Conditional Random Fields for Automated Information Extraction from Bridge Inspection Reports", Autom. Constr, Vol. 81, pp. 313-327, 2017. DOI |
29 | L. Soibelman, J. Wu, C. Caldas, I. Brilakis and K.-Y. Lin, "Management and Analysis of Unstructured Construction Data Types", Adv. Eng. Inform., Vol. 22, No. 1, pp. 15-27, 2008. DOI |
30 | M. Al Qady and A. Kandil, "Concept Relation Extraction from Construction Documents using Natural Language Processing", J. Constr. Eng. Manage., Vol. 136, No. 3, pp. 294-302, 2010. DOI |
31 | N. M. El-Gohary and T. E. El-Diraby, "Domain Ontology for Processes in Infrastructure and Construction", J. Constr. Eng. Manage., Vol. 136, No. 7, pp. 730-744, 2010. DOI |
32 | E. Rahm and P. A. Bernstein, "A Survey of Approaches to Automatic Schema matching", the VLDB Journal, Vol. 10, No. 4, pp. 334-350, 2001. DOI |
33 | J. Pouliot, S. Larrivee, C. Ellul and A. Boudhaim, "Exploring Schema Matching to Compare Geospatial Standards: Application to Underground Utility Networks", Intl. Arch. Photogramm, Remote Sens. Spat. Inf. Sci., Vol. 42, No. 4/W10, pp. 157-164, 2018. |
![]() |