Stratification: The Computational Base of a System for Default Reasoning
نویسنده
چکیده
Default reasoning is computationally expensive. One of the most promising ways of easing this problem and developing powerful implementations is to split a default theory into smaller parts and compute extensions in a modular, \local" way. Up to now this idea was only followed for Reiter's default logic, yet it is also relevant to other variants of default logic which have found increasing recognition in the past years. This paper shows how it can be modiied to work for several popular, alternative approaches of default reasoning: Justiied, Constrained and Rational Default Logic. This work deenes the formal basis for a Web-based default reasoning system which is under development at our institution.
منابع مشابه
On the Impact of Stratification on the Complexity of Nonmonotonic Reasoning
This paper investigates the problem of finding subclasses of nonmonotonic reasoning which can be implemented efficiently. The ability to “define” propositions using default assumptions about the same propositions is identified as a major source of computational complexity in nonmonotonic reasoning. If such constructs are not allowed, i.e. stratified knowledge bases are considered, a significant...
متن کاملKnowledge Base Vivification by Model-Preference Default Inference
A class of default reasoning systems based on the notion of “model-preference” have recently been proposed by Selman and Kautz. These systems are similar in spirit to Shoham’s “preferential” logics; however, unlike the latter, they are not generalpurpose reasoning tools, but are specially designed for the task of knowledge base vivification, i.e. the generation of a complete, vivid knowledge ba...
متن کاملExtending the Qualitative Trajectory Calculus Based on the Concept of Accessibility of Moving Objects in the Paths
Qualitative spatial representation and reasoning are among the important capabilities in intelligent geospatial information system development. Although a large contribution to the study of moving objects has been attributed to the quantitative use and analysis of data, such calculations are ineffective when there is little inaccurate data on position and geometry or when explicitly explaining ...
متن کاملOn the Impact of Strati cation on the Complexity of Nonmonotonic Reasoning
This paper investigates the problem of nding subclasses of nonmono-tonic reasoning which can be implemented eeciently. The ability to deenee propositions using default assumptions about the same propositions is identiied as a major source of computational complexity in nonmonotonic reasoning. If such constructs are not allowed, i.e. stratiied knowledge bases are considered, a signiicant computa...
متن کاملFort Lauderdale , Florida . Jan . 1996 . Mixing a Default Rule with Stable
Logic programs containing only at most one form of default negation have been studied in the literature. We describe a class of logic programs containing multiple forms of default negation. We deene a meaning for these programs based on the well{founded semantics and the stable semantics. We investigate properties of the new combined semantics and calculate the computational complexity of deter...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 1997