Horn Complements: Towards Horn-to-Horn Belief Revision

Horn-to-Horn belief revision asks for the revision of a Horn knowledge base such that the revised knowledge base is also Horn. Horn knowledge bases are important whenever one is concerned with efficiency--of computing inferences, of knowledge acquisition, etc. Horn-to-Horn belief revision could be of interest, in particular, as a component of any efficient system requiring large commonsense knowledge bases that may need revisions because, for example, new contradictory information is acquired. Recent results on belief revision for general logics show that the existence of a belief contraction operator satisfying the generalized AGM postulates is equivalent to the existence of a complement. Here we provide a first step towards efficient Horn-to-Horn belief revision, by characterizing the existence of a complement of a Horn consequence of a Horn knowledge base. A complement exists if and only if the Horn consequence is not the consequence of a modified knowledge base obtained from the o...

• Type: Conference
• Year: 2008
• Where: AAAI
• Authors: Marina Langlois, Robert H. Sloan, Balázs Szörényi, György Turán
• Keywords: AAAI 2008, Belief Revision, Horn Knowledge Base, Intelligent Agents, Knowledge Base