Data mining with Behaviour and Context-Based Optimal Navigation (BeaCON) for Optimal Navigation

Open Access
Article
Conference Proceedings
Authors: Arun BalakrishnaTom Gross

Abstract: We demonstrate the data mining process for the creation of optimal guidance information using BeaCON (Behaviour and Context-Based Optimal Navigation), a driving simulator and analytics framework. BeaCON implements a novel framework for optimal navigation by integrating user-behavioural and user-cognitive navigation processes. Integration of cognitive models along with route information and behavioural models enables BeaCON not only to identify the high cognitive load scenarios while driving but also the root cause of it. Analysis of high cognitive load scenarios and the root cause can be used to create the principles for the generation of optimal guidance information.

Keywords: BeaCON (Behaviour and Context-Based Optimal Navigation), HMS (Human Machine Systems), Navigation System, Cognitive load

DOI: 10.54941/ahfe1004110

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