Title :
A description-oriented logic for building knowledge bases
Author :
Attardi, Giuseppe ; Simi, Maria
Author_Institution :
DELPHI SpA, Viareggio, Italy
Abstract :
We discuss the advantages of using a logic system for knowledge representation which is based on descriptions, rather than predicates, and which embodies two fundamental ideas for structuring knowledge that are distilled from semantic networks and frame-based languages: inheritance and attributions. Taxonomic reasoning on a lattice of descriptions combined with deduction strategies defined at the metalevel provide the knowledge base with the capability to deal with complex problem-solving tasks.
Keywords :
Calculus; Humans; Knowledge representation; Lattices; Logic; Problem-solving; Production systems; Set theory; Taxonomy;
Journal_Title :
Proceedings of the IEEE
DOI :
10.1109/PROC.1986.13635