Automatically assigned DDC number: 00633

Manually assigned DDC number: 00633

Title: Verification of Knowledge Bases based on Containment Checking

Author:

Author:

Subject: Alon Y. Levy,Marie-christine Rousset Verification of Knowledge Bases based on Containment Checking

Description: Building complex knowledge based applications requires encoding large amounts of domain knowledge. After acquiring knowledge from domain experts, much of the effort in building a knowledge base goes into verifying that the knowledge is encoded correctly. We consider the problem of verifying hybrid knowledge bases that contain both Horn rules and a terminology in a description logic. Our approach to the verification problem is based on showing a close relationship to the problem of query containment. Our first contribution, based on this relationship, is presenting a thorough analysis of the decidability and complexity of the verification problem, for knowledge bases containing recursive rules and the interpreted predicates =, , ! and 6=. Second, we show that important new classes of constraints on correct inputs and outputs can be expressed in a hybrid setting, in which a description logic class hierarchy is also considered, and we present the first complete algorithm for verifying su...

Contributor: The Pennsylvania State University CiteSeer Archives

Publisher: unknown

Date: 1996-06-19

Pubyear: 1996

Format: ps

Identifier: http://citeseer.ist.psu.edu/140339.html

Source: http://portal.research.bell-labs.com/orgs/ssr/people/levy/aaai96-vvt.ps.Z

Language: en

Rights: unrestricted

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