Analogy, Intelligent IR, and Knowledge Integration for Intelligence Analysis Larry Birnbaum,
نویسندگان
چکیده
Our project is aimed at integrating and extending inferential, analogical, and intelligent IR technologies to create power tools for intelligence analysts. Our goal is to discover interesting and powerful functional integrations that permit these technologies to exploit each others’ strengths to mitigate their weaknesses. From the perspective of knowledge-based AI technology, a key goal of the project is to extend the reach of such systems into the world of unstructured data and text. From the perspective of IR technology, it is to leverage the application of inferential and analogical techniques to structured representations in order to achieve significant new functionality.
منابع مشابه
Analogy , Intelligent IR , and Knowledge Integration for Intelligence Analysis : Situation Tracking and the Whodunit problem
This paper outlines how we are exploring ways to combine analogical reasoning, deductive knowledge integration, and intelligent information retrieval to create new power tools for intelligence analysis. We summarize efforts on two problems: (1) situation tracking—where the goal is to maintain a conceptual understanding of an ongoing situation over time, extending it with new information (often ...
متن کاملAnalogy, Intelligent IR, and Knowledge Integration for Intelligence Analysis
Our project is aimed at integrating and extending inferential, analogical, and intelligent IR technologies to create power tools for intelligence analysts. Our goal is to discover interesting and powerful functional integrations that permit these technologies to exploit each others’ strengths to mitigate their weaknesses. From the perspective of knowledge-based AI technology, a key goal of the ...
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Natural language understanding is an important problem in artificial intelligence, and a challenging one. Analogy is a powerful tool that has been applied to a number of important AI tasks. This thesis describes three contributions that integrate language understanding and analogical reasoning. The first contribution is to demonstrate that analogical retrieval of previously stored sentence choi...
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تاریخ انتشار 2005