Intelligent Lessons Learned Systems
Papers from the AAAI Workshop
David W. Aha and Rosina Weber, Program Cochairs
Technical Report WS-00-03 published by The AAAI Press, Menlo Park, California
This technical report is also available in book and CD format.
Please Note: Abstracts are linked to individual titles, and will appear in a separate browser window. Full-text versions of the papers are linked to the abstract text. Access to full text may be restricted to AAAI members. PDF file sizes may be large!
Contents
Preface / 1
David W. Aha and Rosina Weber
Applying Textual Case-Based Reasoning and Information Extraction in Lessons Learned Systems / 1
Kevin D. Ashley
Sharing Lessons Learned in the Department of Energy / 5
John C. Bickford
The Value of Ontologies / 9
Erik Eilerts and Dirk Ourston
Resolving Redundancy: A Recurring Problem in a Lessons Learned System / 12
John O. Everett and Daniel G. Bobrow
Air Force Center for Knowledge Sharing Lessons Learned / 17
David L. Free
Novel Computational Techniques for Incident Reporting / 20
Chris Johnson
A Common Knowledge Framework and Lessons Learned Module / 25
Chris Knight and David W. Aha
KALIF: Lessons on Lessons Learned Sharing / 29
Eelco Kruizinga, Gertjan van Heijst, and Mike Kelleher
Capture, Storage and Reuse of Lessons about Information Resources: Supporting Task-Based Information Search / 33
David B. Leake, Travis Bauer, Ana Maguitman, and David C. Wilson
Roadmap for the Joint Center for Lessons Learned / 38
J. Robert Lucas and David W. Aha
Automated Briefing Production for Lessons Learned Systems / 43
Inderjeet Mani, Kristian Concepcion, and Linda Van Guilder
A Dialogue-Based System for Sharing Development Knowledge / 46
Massoud Moussavi
Applications of Latent Semantic Analysis to Lessons Learned Systems / 51
Michael J. Strait, Jacqueline A. Haynes, and Peter W. Foltz
A Case-Based Reasoning Approach for Managing Qualitative Experience / 54
Carsten Tautz, Klaus-Dieter Althoff, and Markus Nick
Lessons Learned during HVAC Installation / 59
Ian Watson
Categorizing Intelligent Lessons Learned Systems / 63
Rosina Weber, David W. Aha, and Irma Becerra-Fernandez
Learning Lessons Intelligently in the Electric Power Industry / 68
A. Martin Wildberger, Madeleine M. Gross, and Thomas J. Ayres
Author Index / 73
David W. Aha and Rosina Weber
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