Title :
A Logic of Attribute Containment
Author :
Belohlavek, Radim ; Konecny, Jan
Author_Institution :
State Univ. of New York at Binghamton, Binghamton, NY
Abstract :
We present a logic of if-then rules such as "if all attributes of an object are among those from A then they are among those from B." The attributes can either be yes/no attributes, such as male and has all wheel drive, or graded attributes, such as red and good performance which apply to objects to certain grades. We assume an abstract nonnumeric framework in which the grades form a particular bounded partially ordered set equipped with aggregation operators. For such framework, we provide basic syntactic and semantic notions, describe complete non-redundant sets of the if-then rules, and a logic for reasoning with such dependencies with its ordinary-style and graded-style completeness.
Keywords :
computational linguistics; inference mechanisms; process algebra; set theory; abstract nonnumeric framework; aggregation operator; attribute containment; complete nonredundant set; if-then rule logic; logical calculi; reasoning; semantic notion; syntactic notion; Algebra; Association rules; Calculus; Data mining; Fuzzy logic; Fuzzy reasoning; Knowledge acquisition; Lattices; Wheels; dependencies; fuzzy logic; if-ther rules;
Conference_Titel :
Knowledge Acquisition and Modeling, 2008. KAM '08. International Symposium on
Conference_Location :
Wuhan
Print_ISBN :
978-0-7695-3488-6
DOI :
10.1109/KAM.2008.107