DocumentCode
1540110
Title
Nondeterministic, nonmonotonic logic databases
Author
Giannotti, Fosca ; Manco, Giuseppe ; Nanni, Mirco ; Pedreschi, Dino
Author_Institution
Ist. CNUCE, CNR, Pisa, Italy
Volume
13
Issue
5
fYear
2001
Firstpage
813
Lastpage
823
Abstract
We consider an extension of Datalog with mechanisms for temporal, nonmonotonic, and nondeterministic reasoning, which we refer to as Datalog++. We show, by means of examples, its flexibility in expressing queries concerning aggregates and data cube. Also, we show how iterated fixpoint and stable model semantics can be combined to the purpose of clarifying the semantics of Datalog++ programs and supporting their efficient execution. Finally, we provide a more concrete implementation strategy on which basis the design of optimization techniques tailored for Datalog++ is addressed
Keywords
DATALOG; deductive databases; nonmonotonic reasoning; programming language semantics; query processing; temporal reasoning; Datalog extension; Datalog++; aggregates; data cube; implementation strategy; iterated fixpoint semantics; logic programming; negation; nondeterminism; nondeterministic nonmonotonic logic databases; nondeterministic reasoning; nonmonotonic reasoning; optimization techniques; stable model semantics; Aggregates; Artificial intelligence; Concrete; Data mining; Database languages; Design optimization; Helium; Information management; Logic; Query processing;
fLanguage
English
Journal_Title
Knowledge and Data Engineering, IEEE Transactions on
Publisher
ieee
ISSN
1041-4347
Type
jour
DOI
10.1109/69.956102
Filename
956102
Link To Document