Leveraging unstructured construction injury reports to predict safety outcomes and model safety risk using Natural Language Processing, Machine Learning, and probability theory.
주제(키워드)
ATTRIBUTE
, Attribute
, CONSTRUCTION
, CONSTRUCTION SAFETY
, Construction safety
, INJURY
, Injury
, LANGUAGE
, LEARNING
, LEVERAGING
, MACHINE
, MACHINE LEARNING
, MODEL
, Machine Learning
, NATURAL
, NATURAL LANGUAGE PROCESSING
, Natural Language Processing
, OUTCOMES
, PREDICT
, PROBABILITY
, PROCESSING
, Probability
, REPORTS
, RISK
, SAFETY
, THEORY
, UNSTRUCTURED
, USING
발행기관
University of Colorado at Boulder
발행년도
2015
학위명
박사
학과 및 전공
Civil Engineering
UCI
I804:11009-000000145448
DOI
10.23186/korea.000000145448.11009.0000994
제출원본
PQDT10151139
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