A Non-Well-Founded Approach to Terminological Cycles

Abstract

In this paper, we propose a new approach to intensional semantics of term subsumption languages. We introduce concept algebras, whose signatures are given by sets of primitive concepts, roles, and the operations of the language. For a given set of variables, standard results give us free algebras. We next define, for a given set of concept definitions, a term algebra, as the quotient of the free algebra by a congruence generated by the definitions. The ordering on this algebra is called descriptive subsumption (⊒Δ). We also construct a universal concept algebra, as a non-well-founded set given by the greatest fixed point of a certain equation. The ordering on this algebra is called structural subsumption (≽Δ). We prove there are unique mappings from the free algebras, to each of these, and establish that our method for classifying cycles in a term subsumption language, KREP, consists of constructing accessible pointed graphs, representing terms in the universal concept algebra, and checking a simulation relation between terms.

Cite

Text

Dionne et al. "A Non-Well-Founded Approach to Terminological Cycles." AAAI Conference on Artificial Intelligence, 1992.

Markdown

[Dionne et al. "A Non-Well-Founded Approach to Terminological Cycles." AAAI Conference on Artificial Intelligence, 1992.](https://mlanthology.org/aaai/1992/dionne1992aaai-non/)

BibTeX

@inproceedings{dionne1992aaai-non,
  title     = {{A Non-Well-Founded Approach to Terminological Cycles}},
  author    = {Dionne, Robert and Mays, Eric and Oles, Frank J.},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {1992},
  pages     = {761-766},
  url       = {https://mlanthology.org/aaai/1992/dionne1992aaai-non/}
}