• 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