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Reasoning over Extended ER Models.

Authors :
Hutchison, David
Kanade, Takeo
Kittler, Josef
Kleinberg, Jon M.
Mattern, Friedemann
Mitchell, John C.
Naor, Moni
Nierstrasz, Oscar
Pandu Rangan, C.
Steffen, Bernhard
Sudan, Madhu
Terzopoulos, Demetri
Tygar, Doug
Vardi, Moshe Y.
Weikum, Gerhard
Parent, Christine
Schewe, Klaus-Dieter
Storey, Veda C.
Thalheim, Bernhard
Artale, A.
Source :
Conceptual Modeling - ER 2007; 2008, p277-292, 16p
Publication Year :
2008

Abstract

We investigate the computational complexity of reasoning over various fragments of the Extended Entity-Relationship (EER) language, which includes a number of constructs: isa between entities and relationships, disjointness and covering of entities and relationships, cardinality constraints for entities in relationships and their refinements as well as multiplicity constraints for attributes. We extend the known ExpTime-completeness result for UML class diagrams [5] and show that reasoning over EER diagrams with isa between relationships is ExpTime-complete even without relationship covering. Surprisingly, reasoning becomes NP-complete when we drop isa between relationships (while still allowing all types of constraints on entities). If we further omit disjointness and covering over entities, reasoning becomes polynomial. Our lower complexity bound results are proved by direct reductions, while the upper bounds follow from the correspondences with expressive variants of the description logic DL-Lite, which we establish in this paper. These correspondences also show the usefulness of DL-Lite as a language for reasoning over conceptual models and ontologies. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783540755623
Database :
Complementary Index
Journal :
Conceptual Modeling - ER 2007
Publication Type :
Book
Accession number :
33431000
Full Text :
https://doi.org/10.1007/978-3-540-75563-0_20