A belief structure for reasoning about knowledge

  • Authors:

  • S. K. M. Wong;Nasser Noroozi

  • Affiliations:

  • Computer Science Department, University of Regina, Regina, SK, Canada;Computer Science Department, Lakehead University, ON, Canada

  • Venue:
  • RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
  • Year:
  • 2010

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Abstract

A logic-based belief structure is proposed for knowledge representation and reasoning. This structure is semantically different from the standard Kripke structure. It is demonstrated that such a representation of knowledge is particularly useful in a multi-agent environment. The proposed model is also suitable for dealing with inconsistent and incomplete information and provides a natural measure of uncertainty for the knowledge modal operators.