Curb your theory !: a circumscriptive approach for inclusive interpretation of disjunctive information

  • Authors:
  • Thomas Eiter;Georg Gottlob;Yuri Gurevich

  • Affiliations:
  • Christian Doppler Lab for Expert Systems, Technical University of Vienna, Wien, Austria;Christian Doppler Lab for Expert Systems, Technical University of Vienna, Wien, Austria;Electrical Engineering and CS Department, University of Michigan, Ann Arbor, MI

  • Venue:
  • IJCAI'93 Proceedings of the 13th international joint conference on Artifical intelligence - Volume 1
  • Year:
  • 1993

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Abstract

We introduce curbing, a new nonmonotonic technique of commonsense reasoning that is based on model minimality but unlike circumscription treats disjunction inclusively. A finitely axiomatized first-order theory T is transformed to a formula Curb(T) whose set of models is defined as the smallest collection of models which contains all minimal models of T and which is closed under formation of minimal upper bounds with respect to inclusion. We first give an intuitive definition of Curb in third-order logic and then show how Curb can be equivalently expressed in second-order logic. We study the complexity of inferencing from a curbed propositional theory and present a PSPACE algorithm for this problem. Finally, we address different possibilities to approximate the curb of a theory.