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Context Modeling: Context as a Dressing of a Focus

机译:上下文建模:将上下文作为焦点的替代

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摘要

Contextual Graphs are a context-based formalism used in various real-world applications. They allow a uniform representation of elements of reasoning and of contexts for describing different human tasks such as diagnosis and interpretation. The representation of reasoning by Contextual Graphs supposes an efficient representation of the knowledge associated with a reasoning. Extending the previous view of (1) context relative to a focus, and (2) context as composed of external knowledge and contextual knowledge, in this paper we go a step further by proposing a description of the focus in terms of the instantiation of the contextual elements, which are drawn from domain knowledge. We present the results of this study in a real-world application that we are working on currently, namely the self-evaluation of drivers' behaviors in a situation presented within a large spectrum of contexts.
机译:上下文图是在各种实际应用中使用的基于上下文的形式主义。它们允许统一地表示推理元素和上下文,以描述不同的人类任务,例如诊断和解释。通过上下文图进行推理的表示假定与推理相关的知识的有效表示。扩展先前关于(1)上下文相对于焦点的观点以及(2)由外部知识和上下文知识组成的上下文的观点,在本文中,我们进一步提出了关于焦点的实例化描述,以提出焦点的描述。从领域知识中提取的上下文元素。我们在当前正在研究的实际应用中提供了这项研究的结果,即在多种情况下呈现的情况下驾驶员行为的自我评估。

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