Keywords: SVM
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Journal Articles

Assessing the impact of eye-tracking features on construction hazard identification skills using virtual reality and machine learning

Mohammad Nafe Assafi, Jun Wang, Junfeng Ma, Joshua Cotton
Journal: Construction Innovation
Construction Innovation: Information Process Management (2026) 26 (5): 1614–1635.
https://doi.org/10.1108/CI-10-2024-0315
Published: 21 May 2025
... developed to evaluate hazard identification skills. Support vector machine (SVM) and artificial neural network (ANN) models were applied to assess these strategies. Virtual reality simulations were used to gather eye-tracking data and evaluate hazard identification. Findings The SVM and ANN models...
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