Intelligent lessons learned systems

Citation
R. Weber et al., Intelligent lessons learned systems, EXPER SY AP, 20(1), 2001, pp. 17-34
Citations number
49
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
EXPERT SYSTEMS WITH APPLICATIONS
ISSN journal
09574174 → ACNP
Volume
20
Issue
1
Year of publication
2001
Pages
17 - 34
Database
ISI
SICI code
0957-4174(200101)20:1<17:ILLS>2.0.ZU;2-J
Abstract
Lessons learned processes have been deployed in commercial, government, and military organizations since the late 1980s to capture, store, disseminate , and share experiential working knowledge. However, recent studies have sh own that software systems for supporting lesson dissemination do not effect ively promote knowledge sharing. We found that the problems with these syst ems are related to their textual representation for lessons and that they a re not incorporated into the processes they are intended to support. In thi s article, we survey lessons learned processes and systems, detail their ca pabilities and limitations, examine lessons learned system design issues, a nd identify how artificial intelligence technologies can contribute to know ledge management solutions for these systems. (C) 2001 Elsevier Science Ltd . All rights reserved.