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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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Detalles Bibliográficos
Autores principales: V. P. Singh, Harsh, Mahmoud, Qusay H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7309108/
https://www.ncbi.nlm.nih.gov/pubmed/32517145
http://dx.doi.org/10.3390/s20113228