Title :
Description logics: foundations for class-based knowledge representation
Author :
Calvanese, Diego ; Giacomo, Giuseppe De ; Lenzerini, Maurizio
Author_Institution :
Dipt. di Informatica e Sistemistica, Universita di Roma "La Sapienza", Rome, Italy
Abstract :
Class-based languages express knowledge in terms of objects and classes, and have inspired a huge number of formalisms in computer science. Description logics forma family of both class-based and logic-based knowledge representation languages which allow for modeling an application domain in terms of objects, classes and relationships between classes, and for reasoning about them. This paper presents an overview of the research carried out in the last years in description logics, with the main goal of illustrating how these logics provide the foundations for class-based knowledge representation formalisms.
Keywords :
computational complexity; decidability; inference mechanisms; knowledge representation; application domain; class-based knowledge representation; class-based languages; description logics; formalisms; reasoning; Application software; Computer languages; Computer science; Knowledge representation; Logic programming; Object oriented databases; Object oriented modeling; Remuneration; Software engineering; Specification languages;
Conference_Titel :
Logic in Computer Science, 2002. Proceedings. 17th Annual IEEE Symposium on
Print_ISBN :
0-7695-1483-9
DOI :
10.1109/LICS.2002.1029843