激进的基于agent的情报分析方法

S. Rahimi, H. Hexmoor, B. Gupta
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引用次数: 0

摘要

本文提出了一种基于智能体的智能分析决策辅助框架。该技术扩展了以网络为中心的信息处理和抽象,以及融合和多源集成策略。我们的信息代理以不同的格式遍历和调解不同的本体,为语义互操作性提供了基础。该系统通过访问特定领域的大量信息源并将其组织成一个信息代理网络来提供知识发现。每个代理通过从相关知识领域的其他信息代理中获取相关信息来提供特定主题的专业知识。独特的优势包括以网络为中心的可扩展性,原则性的信息保障,以及为情报分析服务的突破性知识发现。
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Radical Agent-Based Approach for Intelligence Analysis
This paper presents a novel agent-based framework as a decision aid tool for intelligence analysis. This technology extends net-centric information processing and abstraction as well as fusion and multi-source integration strategies. Our information agents traverse and mediate disparate ontologies in different formats providing a foundation for semantic interoperability. The presented system provides knowledge discovery by accessing a large number of information sources in a particular domain and organizing them into a network of information agents. Each agent provides expertise on a specific topic by drawing on relevant information from other information agents in related knowledge domains. Unique advantages include net-centric scalability, principled information assurance, as well as ground breaking knowledge discovery in service of intelligence analysis.
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