Title :
Querying Data with Fuzzy Information in Object-Oriented Databases Based on Hedge Algebraic Semantic
Author :
Doan Van Ban ; Tuan, Truong Cong ; Doan Van Thang
Author_Institution :
Inf. Technol. Inst., Vietnam Sci. & Technol. Inst., Ha Noi, Vietnam
Abstract :
In this paper, we present an approach for handling the attribute values of object classes with fuzzy and uncertain information in object-oriented database based on hedge algebraic theory. Through this approach, semantics is quantified by semantics quantitative mapping of hedge algebra in such a way that still preserves semantic order and may allow to manipulate the data on the real domain of attribute in relation to the linguistic semantics. On such a basis, evaluating semantics, searching uncertain and fuzzy information, and classical data entirely comes to a consistence based on ensuring data homogeneity. Hence, we construct the algorithm that carries out a data matching in service of data query. In addition, we also take a consideration on linguistic quantifier.
Keywords :
algebra; fuzzy set theory; natural language processing; object-oriented databases; query processing; attribute values handling; data homogeneity; data manipulation; data querying; fuzzy information; hedge algebraic semantic; hedge algebraic theory; linguistic quantifier; linguistic semantics; object classes; object-oriented databases; semantic order; semantics quantitative mapping; uncertain information; Algebra; Databases; Frequency modulation; Generators; Object oriented modeling; Pragmatics; Semantics;
Conference_Titel :
Knowledge and Systems Engineering (KSE), 2012 Fourth International Conference on
Conference_Location :
Danang
Print_ISBN :
978-1-4673-2171-6
DOI :
10.1109/KSE.2012.13