Application of Graph Convolutional Networks to Classification of Building Code Requirements

Author:

Yang Fan12,Zhang Jiansong12

Affiliation:

1. Automation and Intelligent Construction (AutoIC) Lab, School of Construction Management Technology, Purdue Univ., West Lafayette, IN.

2. Automation and Intelligent Construction (AutoIC) Lab, School of Construction Management Technology, Purdue Univ., West Lafayette, IN. ORCID: .

Publisher

American Society of Civil Engineers

Reference39 articles.

1. Design information extraction from construction specifications to support cost estimation;Akanbi T.;Autom. Constr,2021

2. Bai X. (2018). “Text classification based on LSTM and attention.” 2018 Thirteenth International Conference on Digital Information Management (ICDIM) Berlin Germany 29–32.

3. Dimyadi J. P. Pauwels M. Spearpoint C. Clifton and R. Amor. (2015). “Querying a regulatory model for compliant building design audit.” Proc. 32rd international CIB W78 conference Conseil International du Bâtiment (CIB) Rotterdam The Netherlands.

4. Automatic rule-based checking of building designs

5. International Code Council. (2014). International Building Code 2015. International Code Council, Country Club Hills, IL.

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