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Adaptive Detector and Tracker on Construction Sites Using Functional Integration and Online Learning
Publisher: American Society of Civil Engineers
Abstract: Tracking construction equipment is a major task when monitoring work in progress and performance on construction sites. Real-time location data of heavy equipment can be used not only to prevent collision accidents but ...
Accident Case Retrieval and Analyses: Using Natural Language Processing in the Construction Industry
Publisher: American Society of Civil Engineers
Abstract: Knowledge management for construction accident cases can identify dangerous conditions and prevent accidents by controlling risks on-site. However, because accident cases are recorded as unstructured text data, significant ...
Bridge Clustering for Systematic Recognition of Damage Patterns on Bridge Elements
Publisher: American Society of Civil Engineers
Abstract: In this paper, bridge clustering for the systematic recognition of damage patterns on bridge elements is described based on massive data sets of bridges. To achieve this primary object with the data from the Korean Bridge ...
Understanding the Influences of Urban-Specific Contexts for Smart City Development Using Structural Equation Modeling
Publisher: ASCE
Abstract: The development paths of smart cities are highly dependent on urban-specific contextual conditions. To be successful in managing smart city projects, it is important to understand the dynamics of urban development, which ...
Understanding User Experience and Satisfaction with Urban Infrastructure through Text Mining of Civil Complaint Data
Publisher: ASCE
Abstract: With the increase in public concern about the aging of urban infrastructure and the associated risk of safety accidents, it is important to maintain the safety and serviceability of urban infrastructure in accordance with ...
Data-Driven Bridge Maintenance Cost Estimation Framework for Annual Expenditure Planning
Publisher: ASCE
Abstract: Bridge maintenance costs have increased due to the growth in the number of facilities and their extended periods of use. The distribution of the limited maintenance budget by considering the conditions and properties of ...
Cross-Lingual Information Retrieval from Multilingual Construction Documents Using Pretrained Language Models
Publisher: ASCE
Abstract: The growth of the global construction market has attracted international companies to participate in overseas projects. Overseas projects are extremely dynamic with numerous uncertainties, raising the need to collect ...
Developing an Integrated Construction Safety Management System for Accident Prevention
Publisher: American Society of Civil Engineers
Abstract: The significance of accident prevention in the construction industry has been consistently emphasized. Despite the research into various preventive methodologies, their application in actual construction sites still needs ...
Image-Based Safety Assessment: Automated Spatial Safety Risk Identification of Earthmoving and Surface Mining Activities
Publisher: American Society of Civil Engineers
Abstract: This paper presents an automated image-based safety assessment method for earthmoving and surface mining activities. The literature review revealed the possible causes of accidents on earthmoving operations, investigated ...
Sustainable Road Management in Texas: Network-Level Flexible Pavement Structural Condition Analysis Using Data-Mining Techniques
Publisher: American Society of Civil Engineers
Abstract: The research team recognized the value of network-level falling weight deflectometer (FWD) testing to evaluate the structural condition trends of flexible pavements. However, practical limitations due to the cost of testing, ...