Dynamic Reference Information: Formalising Contextual Actionable Information for Contested Environments

Angela Consoli, Andrew Walters
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Abstract

Acquiring situation awareness and understanding within contested and dynamic environments requires the most up-to-date information that is both actionable and contextual. Information fusion systems currently use static a-priori information and knowledge bases, and in some cases, incomplete or stale symbolic information, which is not situational or contextual. This paper formalises Dynamic Reference Information (DRI), which is defined as temporal, contextual, situational and actionable information that can update a-priori information. Furthermore, DRI semantically represents new objects, attributes and their values from situations within an observable space. The formalisation of DRI was used on unstructured information generated during the Heimdall Experiment. During the analysis, two main results were reported: i) novel Objects of Interest within an Observable Space were able to be defined from unstructured information ii) the implicit nature of context in DRI allowed an enhanced situational understanding of all a-priori and novel objects perceived in a situation represented within a tactical display.
动态参考信息:为有争议的环境形式化上下文可操作信息
在有争议和动态的环境中获得态势感知和理解需要最新的信息,这些信息既可操作又与上下文相关。信息融合系统目前使用静态的先验信息和知识库,在某些情况下,使用不完整或过时的符号信息,这不是情景或上下文。本文将动态参考信息(Dynamic Reference Information, DRI)形式化,将其定义为可以更新先验信息的时间、上下文、情景和可操作的信息。此外,DRI在语义上表示来自可观察空间中的情况的新对象、属性及其值。将DRI的形式化用于海姆达尔实验中生成的非结构化信息。在分析过程中,报告了两个主要结果:1)可观察空间内的新颖感兴趣对象能够从非结构化信息中定义;2)DRI中上下文的隐含性质允许对战术展示中所代表的情况中感知到的所有先验和新颖对象的情景理解得到增强。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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