A learning and reasoning system for intelligence analysis

  • Authors:

  • Mihai Boicu;Gheorghe Tecuci;Cindy Ayers;Dorin Marcu;Cristina Boicu;Marcel Barbulescu;Bogdan Stanescu;William Wagner;Vu Le;Denitsa Apostolova;Adrian Ciubotariu

  • Affiliations:

  • Learning Agents Center, George Mason University, Fairfax, VA;Learning Agents Center, George Mason University, Fairfax, VA;Center for Strategic Leadership, US Army War College, Carlisle Barracks, Carlisle, PA;Learning Agents Center, George Mason University, Fairfax, VA;Learning Agents Center, George Mason University, Fairfax, VA;Learning Agents Center, George Mason University, Fairfax, VA;Learning Agents Center, George Mason University, Fairfax, VA;Learning Agents Center, George Mason University, Fairfax, VA;Learning Agents Center, George Mason University, Fairfax, VA;Learning Agents Center, George Mason University, Fairfax, VA;Learning Agents Center, George Mason University, Fairfax, VA

  • Venue:
  • AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 4
  • Year:
  • 2005

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Abstract

This paper presents a personal cognitive assistant, called Disciple-LTA, that can acquire expertise in intelligence analysis directly from intelligence analysts, can train new analysts, and can help analysts find solutions to complex problems through mixed-initiative reasoning, making possible the synergistic integration of a human's experience and creativity with an automated agent's knowledge and speed, and facilitating the collaboration with complementary experts and their agents.