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Bridge Damage Recognition from Inspection Reports Using NER Based on Recurrent Neural Network with Active Learning
Publisher: ASCE
Abstract: A deep understanding of the cause-effect relationship of bridge damages provides an opportunity to design, construct, and maintain bridge structures more effectively. The damage factors (i.e., bridge element, damage, ...
Automated Construction Specification Review with Named Entity Recognition Using Natural Language Processing
Publisher: ASCE
Abstract: When bidding on construction projects, contractors need to understand the specifications properly to manage project risks. However, specifications are mainly analyzed based on human cognitive abilities, which can take ...
Real-Time Construction Site Noise Mapping System Based on Spatial Interpolation
Publisher: American Society of Civil Engineers
Abstract: Because construction noise is one of the major factors affecting the health and safety of workers and nearby residents, it must be managed appropriately. Thus, this study aimed to map real-time noise information generated ...
Development of a Safety Inspection Framework on Construction Sites Using Mobile Computing
Publisher: American Society of Civil Engineers