Intelligent Lessons Learned Systems Publications

1. Aha, D.W., & name (2004). Generative lexicons for extracting concepts from text documents. Proceedings of the Sixth Annual ONR Workshop on Collaborative Decision Support Systems. San Luis Obispo, CA: California Polytechnic Institute, Collaborative Agent Design Research Center.
   • An updated description of our progress on integrating FACIT, a framework for knowledge extraction from text documents that we are applying to lessons learned repositories.
   • We have several related papers on FACIT (e.g., on acronym extraction, morpho-syntactic analysis, extensions of generative lexicon theory) that are listed here.

2. Gupta, K.M., & name (2004). Towards acquiring case indexing taxonomies from text. In Proceedings of the Sixteenth International Conference of the Florida Artificial Intelligence Research Society Miami Beach, FL: AAAI Press.
   • Our introduction of FACIT, a knowledge extraction approach that uses an extension of Generative Lexicon Theory to assist with extracting the concepts underlying lessons learned and using them for retrieval.

3. Weber, R.O., & name (2003). Intelligent delivery of military lessons learned, 34, 287-304.
   • Journal article on integrating a lesson retrieval system (ALDS) within a mixed-initiative authoring system (HICAP) for deliberative planning

4. Weber, R., & name (2002). Intelligent elicitation of military lessons. In Proceedings of the Sixth Intelligent User Interfaces Conference. San Francisco, CA: ACM.
   • Short paper on the Lesson Elicitation Tool, which guides authors during lesson construction

5. Aha, D.W. (2001). Local lessons learned processes: A radical proposal for sharing lessons within the DoD (Unpublished Technical Report). Washington, DC: Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence.
   • Comments welcome; this was my thesis (in 2001) after a few highly frustrating years studying the state-of-the-art in lessons learned processes

6. Aha, D.W. et al. (2001). Bridging the lesson distribution gap. Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence (pp. 987-992). Seattle, WA: Morgan Kaufmann.
   • Empirical evaluation of ALDS, a proactive lesson monitoring and retrieval module in HICAP, a mixed-initiative authoring system for deliberative planning

7. Weber, R. et al.(2001). Intelligent lessons learned systems. Expert Systems with Applications, 20, 17-34.
   • Our survey on lessons learned systems.

8. Weber, R. et al. (2001). On the technological, human, and managerial issues in sharing organizational lessons. Proceedings of the Fourteenth International Conference of the Florida Artificial Intelligence Research Society (pp. 334-338). Key West, FL: AAAI Press.

9. Weber, R. et al. (2001). A textual case-based reasoning framework for knowledge management applications. Proceedings of the Ninth German Workshop on Case-Based Reasoning. Baden-Baden, Germany: Springer.

10. Weber, R. et al. (2000). Active Delivery for Lessons Learned Systems. Proceedings of the Fifth European Workshop on Case Based Reasoning (pp. 322-334). Trento, Italy: Springer-Verlag.
    • Discusses ALDS, a module in HICAP that "pushes" lessons to users.

11. Aha, D.W. & name(Eds.) (2000). Intelligent Lessons Learned Systems: Papers from the AAAI Workshop (Technical Report WS-W8). Menlo Park, CA: AAAI Press.
    • First workshop devoted to this subject

12. Weber, R. et al. (2000). Categorizing intelligent lessons learned systems. In D.W. Aha & R. Weber (Eds.) (2000). Intelligent Lessons Learned Systems: Papers from the 2000 Workshop (Technical Report WS-00-008). Menlo Park, CA: AAAI Press.

13. Lucas, J.R., & name (2000). Roadmap for the Joint Center for Lessons Learned. In D.W. Aha & R. Weber (Eds.) (2000). Intelligent Lessons Learned Systems: Papers from the 2000 Workshop (Technical Report WS-00-008). Menlo Park, CA: AAAI Press.

14. Knight, C., & name (2000). A common knowledge framework and lessons learned module. In D.W. Aha & R. Weber (Eds.) (2000). Intelligent Lessons Learned Systems: Papers from the 2000 Workshop (Technical Report WS-00-008). Menlo Park, CA: AAAI Press.

15. Weber, R. et al. (2000). An intelligent lessons learned process. Proceedings of the Twelvth International Symposium on Methodologies for Intelligent Systems (pp. 358-367). Charlotte, NC: Springer-Verlag.

16. Weber, R. et al. (2000). Active case-based reasoning for lessons delivery systems. Proceedings of the Thirteenth International Conference of the Florida Artificial Intelligence Research Society (pp. 170-174). Orlando, FL: AAAI Press.

17. Becerra-Fernandez, I., & name (1999). Case-based problem solving for knowledge management systems. Proceedings of the Twelvth International Conference of the Florida Artificial Intelligence Research Society (pp. 219-223). Orlando, FL: AAAI Press.

Updated April 2006