基于行为和上下文的最优导航(BeaCON)的数据挖掘

Arun Balakrishna, Tom Gross
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引用次数: 0

摘要

我们演示了使用BeaCON(行为和基于上下文的最佳导航)创建最佳引导信息的数据挖掘过程,BeaCON是一个驾驶模拟器和分析框架。BeaCON通过整合用户行为和用户认知导航过程,实现了一种新的优化导航框架。将认知模型与路线信息和行为模型相结合,使BeaCON不仅可以识别驾驶时的高认知负荷场景,还可以识别其根本原因。通过对高认知负荷情景和根本原因的分析,可以创建生成最优制导信息的原则。
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Data mining with Behaviour and Context-Based Optimal Navigation (BeaCON) for Optimal Navigation
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.
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