Artificial Intelligence in Knowledge Management
Papers from the 1997 AAAI Spring Symposium
Brian R. Gaines and Ramasamy Uthurusamy, Program Cochairs
Technical Report SS-97-01. 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
Artificial Intelligence in Knowledge Management Symposium Objectives / 1
Brian R. Gaines, Mark A. Musen
Towards a Well-Founded Technology for Organizational Memories / 1
Andreas Abecker, Ansgar Bernardi, Knut Hinkelmann, Otto Kuhn, and Michael Sintek
Global Sharing of Consulting Knowledge / 8
Cynthia L. Bernstein
Roles for Agent Technology in Knowledge Management: Examples from
Applications in Aerospace and Medicine / 9
Jeffrey M. Bradshaw, Robert Carpenter, Robert Cranfill, Renia
Jeffers, Luis Poblete, Tom Robinson, Amy Sun, Yuri Gawdiak, Isabelle
Bichindaritz, and Keith Sullivan
A Model of Crisis Management System including Mental Representations / 17 Alain Cardon and Stephane Durand
Constraints for Knowledge Maintenance / 23
John Debenham
Trinity: Modeling Methods to Support Multi-actor Problem Solving / 31
Henk B Diepenmaat, Lars can Lierop, and Chris Bruijnes
Providing User-Support in Performing Knowledge Discovery in Databases / 38
Robert Engels, Michael Erdmann, Rainer Perkuhn, and Rudi Studer
Acquiring, Maintaining, and Customizing Organizational Work Process Descriptions / 40
Douglas B. Fridsma, John Gennari and Mark Musen
Knowledge Level Modeling of Agents, Organizations and Technologies / 47
Brian R. Gaines
Knowledge Management for Research Communities / 55
Brian R. Gaines and Mildred L. G. Shaw
Case Base Engineering for Large Scale Industrial Applications / 63
Kalyan Moy Gupta
Consolidating Multi-Source and Multi-Media Knowledge / 67
Roger T. Hartley, Robert L. Kelsey, Robert B. Webster
Knowledge Management for Requirements Engineering / 69
Daniela E. Herlea, Mildred L. G. Shaw and Brian R. Gaines
Unique Challenges of Managing Inductive Knowledge / 75
David Jensen
Knowledge Management on a Global Scale / 82
Philip Klahr
A Concept Mapping Tool to Handle Multiple Formalism / 86
Rob Kremer
Managing Knowledge Using a Semantic-Network / 94
Yoshitaka Kuwata and Masashi Yatsu
Knowledge Management Using MODEL-ECS / 99
Dickson Lukose
CoMo-Kit: Knowledge Based Workflow Management / 106
Frank Maurer
Knowledge Management for the Applied Sciences / 110
Craig McDonald, Daniel Pun and John Weckert
Opportunities for AI Applications in Knowledge Management / 114
Kennth J. Meltsner
Issues for Knowledge Management from Experiences in Supporting Group Knowledge Elicitation and Creation in Ill-defined Emerging Situations / 115
John T. Nosek and Michael D. McNeese
Clustering Algorithm for Large-Scale Databases / 123
Yuiko Ohta, Seishi Okamoto, and Nobuhiro Yugarni
Knowledge Disorders and Their Management / 126
Alain Rappaport
Balancing Formality with Informality: User-Centred Requirements for Organisational Management Technologies / 127
Simon Buckingham Shum
Representing Hard-to-Formalize, Contextualized, Multidisciplinary Organisational Knowledge / 134
Simon Buckingham Shum
Knowledge, Practice, Activities and People / 142
Maarten Sierhuis and William J Clancey
Hybrid KM: Integrating Documents, Knowledge Bases, and the Web / 149
Doug Skuce
Caring About Knowledge: The Importance of the Link Between Knowledge and Values / 156
Sue P. Stafford
Beyond Full-text Search: AI-based Technology to Support the Knowledge Cycle / 161
David M. Steier, Scott B. Huffman, and Douglas I. Kalish
AI-Techniques and the Knowledge Pump / 168
G. van Heijst, M. Hofman, E. Kruizinga, R. van der Spek
Building up and Making Use of Corporate Knowledge Repositories / 171
Gian Piero Zarri
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