publication . Article . 2015

Driving licensing renewal policy using neural network-based probabilistic decision support system

Awad, Wa'El H.; Herzallah, Randa;
Open Access English
  • Published: 01 Jan 2015
  • Country: United Kingdom
Abstract
This paper investigates neural network-based probabilistic decision support system to assess drivers' knowledge for the objective of developing a renewal policy of driving licences. The probabilistic model correlates drivers' demographic data to their results in a simulated written driving exam (SWDE). The probabilistic decision support system classifies drivers' into two groups of passing and failing a SWDE. Knowledge assessment of drivers within a probabilistic framework allows quantifying and incorporating uncertainty information into the decision-making system. The results obtained in a Jordanian case study indicate that the performance of the probabilistic ...
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