Representing Probabilistic Knowledge in Relational Databases

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Representing Probabilistic Knowledge in Relational Databases +  Has identifier

Representing Probabilistic Knowledge in Relational Databases +  Ksl tr id

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Representing Probabilistic Knowledge in Relational Databases

Bibtype  techreport

Has publishing details  1990

Has title  Representing Probabilistic Knowledge in Relational Databases

Has where published  KSL-90-13

Has year  1990

Title  Representing Probabilistic Knowledge in Relational Databases

Year  1990

Abstract  As knowledge bases are enlarged to support As knowledge bases are enlarged to support more complex classes of problems, expert systems will demand efficient knowledge-management techniques-- techniques that are already available in database systems. In this paper, we present the design of a database schema suitable for knowledge bases that employ a decision-network representation. Using this schema, we describe the process of translating existing knowledge bases into relational format. Although exploratory in nature, our work indicates that the application of database techniques offers numerous advantages over an ad-hoc scheme for managing probabilistic knowledge bases. or managing probabilistic knowledge bases.

Author  Thierry Barsalou and R. Martin Chavez and Gio Wiederhold +

Has author  Thierry Barsalou and R. Martin Chavez and Gio Wiederhold +

Has identifier  Representing Probabilistic Knowledge in Relational Databases +

Institution  Knowledge Systems, AI Laboratory +

Ksl tr id  Representing Probabilistic Knowledge in Relational Databases +

Number  Representing Probabilistic Knowledge in Relational Databases +

Process note  YES +

Categories  KSL Technical Report +, Publication +, Technical Report +

 

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