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 :
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