• DocumentCode
    1659379
  • Title

    Extending the possibilistic data model with one-level nested relations

  • Author

    Bosc, Patrick ; Liétard, Ludovic ; Pivert, Olivier

  • Author_Institution
    IRISA/ENSSAT, Lannion, France
  • Volume
    2
  • fYear
    2002
  • fDate
    6/24/1905 12:00:00 AM
  • Firstpage
    968
  • Lastpage
    973
  • Abstract
    The paper is situated in the area of databases containing ill-known attribute values represented by possibility distributions. In order to manipulate such databases in a safe and efficient way, a constrained framework has been previously suggested, where a restricted number of querying operations are permitted (selections and fk-joins calling on attributes taking imprecise values). The key for efficiency resides in the fact that these operators do not require computations to be made explicitly over all the more or less possible worlds. However, this framework has several limitations and an extended model based on the notion of nested relations enabling representation of possibility distributions over sets of attributes is proposed
  • Keywords
    data models; fuzzy set theory; possibility theory; query processing; relational databases; databases; efficiency; fk-joins; ill-known attribute values; imprecise values; one-level nested relations; possibilistic data model; possibility distributions; querying operations; selections; Data models; Database systems; EMP radiation effects; Fuzzy sets; Image storage; Possibility theory; Relational databases; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2002. FUZZ-IEEE'02. Proceedings of the 2002 IEEE International Conference on
  • Conference_Location
    Honolulu, HI
  • Print_ISBN
    0-7803-7280-8
  • Type

    conf

  • DOI
    10.1109/FUZZ.2002.1006635
  • Filename
    1006635