LPAR Conference 1992 Conference Paper
A Cooperative Answering System
- Terry Gaasterland
- Parke Godfrey
- Jack Minker
- Lev Novik
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LPAR Conference 1992 Conference Paper
LPAR Conference 1992 Conference Paper
Abstract Background material is presented on deductive and normal deductive databases. A historical review is presented of work in disjunctive deductive databases, starting from 1982. The semantics of alternative classes of disjunctive databases is reviewed with their model and fixpoint characterizations. Algorithms are developed to compute answers to queries in the alternative theories using the concept of a model tree. Open problems in this area are discussed.
TCS Journal 1991 Journal Article
Van Emden and Kowalski proposed a fixpoint semantics based on model-theory and an operational semantics based on proof-theory for Horn logic programs. They prove the equivalence of these semantics using fixpoint techniques. The main goal of this paper is to present a unified theory for the semantics of Horn and disjunctive logic programs. For this, we extend the fixpoint semantics and the operational or procedural semantics to the class of disjunctive logic programs and prove their equivalence using techniques similar to the ones used for Horn programs.
KER Journal 1989 Journal Article
Abstract This paper surveys a variety of deductive database theories. Such theories differ from one another in the set of axioms and metarules that they allow and use. The following theories are discussed: relational, Horn, and stratified in the text; protected, disjunctive, typed, extended Horn, and normal in the appendix. Connections with programming in terms of the declarative, fixpoint, and procedural semantics are explained. Negation is treated in several different ways: closed world, completed database, and negation as failure. For each theory examples are given and implementation issues are considered.
AAAI Conference 1986 Conference Paper
As a step in our efforts toward the study of real-time monitoring of the inferential process in reasoning systems, we have devised a method of representing knowledge for the purpose of default reasoning. A meta-level implementation that permits effective monitoring of the deductive process as it proceeds, providing information on the state of the answer procurement process, has been developed on the Parallel Inference System (PRISM) at the University of Maryland. Also described is an implementation in PRO- LOG (and to be incorporated in the above) of a learning feature used to calculate, for purposes of issuing default answers, the current depth of inference for a query from that obtained from similar queries posed earlier.
AIJ Journal 1986 Journal Article
We investigate the model theory of the notion of circumscription, and find completeness theorems that provide a partial converse to a result of McCarthy. We show that the circumscriptive theorems are precisely the truths of the minimal models, in the case of various classes of theories, and for various versions of circumscription. We also present an example of commonsense reasoning in which first-order circumscription does not achieve the intuitive and desired minimization.
TCS Journal 1985 Journal Article
We introduce and motivate the study of numerical dependencies which are a generalization of functional dependencies. We prove that there does not exist a finite set of sound and complete inference rules for numerical dependencies in contrast to the case of functional dependencies. We also prove that nontrivial numerical dependencies which are not functional dependencies cannot be expressed by Horn formulas in first-order logic, and show some applications of numerical dependencies.
IJCAI Conference 1985 Conference Paper
IJCAI Conference 1983 Conference Paper
AIJ Journal 1975 Journal Article
AIJ Journal 1973 Journal Article