Intelligent elicitation of military lessons

ABSTRACT

We introduce LET (Lesson Elicitation Tool), which uses domain and linguistic knowledge to guide users during their submission of lessons learned. LET can detect a user's need for instructions and disambiguates expressions while collecting taxonomic domain knowledge.

REFERENCES

• 1: Aha, D.W., Weber, R., Munoz, H., Breslow, L.A. and Gupta, K. Bridging the Lesson Distribution Gap, in Proceedings of IJCAI'01 (Seattle, WA, Aug 2001), Morgan Kaufmann Publishers, Inc., 987-992.
• 2: Levin, B. English Verb Classes And Alternations: A Preliminary Investigation The University of Chicago Press, Chicago IL, 1993.
• 3: Gaizauskas, R. and Wilks, Y. Information Extraction: Beyond Document Retrieval. Computational Linguistics and Chinese Language Processing 3, 2 (Aug 1998), 17-60.
• 4: Christopher Johnson , Larry Birnbaum , Ray Bareiss , Tom Hinrichs, War stories: harnessing organizational memories to support task performance, intelligence, v.11 n.1, p.16-31, Spring 2000 [doi>10.1145/333175.333180]
• 5: Rosina Weber , Len Breslow , Nabil Sandhu, On the Technological, Human, and Managerial Issues in Sharing Organizational Lessons, Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, p.334-338, May 21-23, 2001
• 6: Weber, R., Aha, D.W., and Becerra-Fernandez, I. Intelligent lessons learned systems. Expert Systems with Applications 20, 1 (January 2001), 17-34

INDEX TERMS

Primary Classification:
  H. Information Systems
  H.3 INFORMATION STORAGE AND RETRIEVAL
      H.3.1 Content Analysis and Indexing
          Subjects: Linguistic processing

Additional Classification:
  D. Software
  D.2 SOFTWARE ENGINEERING
      D.2.2 Design Tools and Techniques
          Subjects: User interfaces

  J. Computer Applications
  J.1 ADMINISTRATIVE DATA PROCESSING
      Subjects: Military

General Terms:
Design, Human Factors, Performance, Theory

Keywords:
active help, human-computer interaction, intelligent information and knowledge management, intelligent interfaces, lessons learned systems, templates, verb classes