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Detecting the knowledge boundary with prudence analysis
Prudence analysis (PA) is a relatively new, practical and highly innovative approach to solving the problem of brittleness in knowledge based systems (KBS). PA is essentially an online validation approach, where as each situation or case is presented to the KBS for inferencing the result is simultaneously validated. This paper introduces a new approach to PA that analyses the structure of knowledge rather than the comparing cases with archived situations. This new approach is positively compared against earlier systems for PA, strongly indicating the viability of the approach.
History
Publication title
AI 2008: Advances in Artificial Intelligence 21st Australasian Joint Conference on Artificial IntelligenceVolume
21Editors
Wobcke, W & Zhang, MPagination
482-488ISBN
3-540-89377-6Department/School
School of Information and Communication TechnologyPublisher
Springer-VerlagPlace of publication
Berlin, GermanyEvent title
AJCAIEvent Venue
Auckland, New ZealandDate of Event (Start Date)
2008-12-01Date of Event (End Date)
2008-12-05Rights statement
Copyright 2008 Springer-Verlag Berlin HeidelbergRepository Status
- Restricted