AI-based Prediction of Independent Construction Safety Outcomes from Universal Attributes

no code implementations • 16 Aug 2019 • Henrietta Baker, Matthew R. Hallowell, Antoine J. -P. Tixier

This paper significantly improves on, and finishes to validate, an approach proposed in previous research in which safety outcomes were predicted from attributes with machine learning.

Attribute BIG-bench Machine Learning +1

Automatically Learning Construction Injury Precursors from Text

no code implementations • 26 Jul 2019 • Henrietta Baker, Matthew R. Hallowell, Antoine J. -P. Tixier

In light of the increasing availability of digitally recorded safety reports in the construction industry, it is important to develop methods to exploit these data to improve our understanding of safety incidents and ability to learn from them.

valid