NLP-Based Approach for Predicting HMI State Sequences Towards Monitoring Operator Situational Awareness

A novel approach presented herein transforms the Human Machine Interface (HMI) states, as a pattern of visual feedback states that encompass both operator actions and process states, from a multi-variate time-series to a natural language processing (NLP) modeling domain. The goal of this approach is...

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Bibliographic Details
Main Authors: Harsh V. P. Singh, Qusay H. Mahmoud
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/11/3228