Analogy, Intelligent IR, and Knowledge Integration for Intelligence Analysis Larry Birnbaum,

نویسندگان

  • Larry Birnbaum
  • Kenneth D. Forbus
  • Earl Wagner
  • James Baker
  • Michael Witbrock
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.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

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 کامل

Analogy, 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 ...

متن کامل

Using Explicit Semantic Models to Track Situations across News Articles

Online news is a rich information resource for learning about new, ongoing, and past events. Intelligence analysts, news junkies, and ordinary people all track developments in ongoing situations as they unfold over time and initiate queries to learn more about the past context of the events of interest to them. Brussell/STT (Situation Tracking Testbed) is an intelligent information system aimed...

متن کامل

An Intelligent Model of Transparent Governance in Policymaker Organizations with the Approach of Good Governance

The new paradigm of good governance has an emphasis on international transparency, and this in this study takes into account the actual impacts of organizational intelligence in policymaker organizations. This study primarily aims to design an intelligent model of transparent governance in policymaker organizations with the approach of good governance. The study is a fundamental research in ter...

متن کامل

SUBMITTED TO THE GRADUATE SCHOOL IN PARTIAL FULFILLMENT OF THE REQUIREMENTS for the degree DOCTOR OF PHILOSOPHY Field of Computer

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...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2005