• DocumentCode
    568149
  • Title

    Fuzzy query technology on numeric attribute on uncertain database

  • Author

    Jin, Zongan ; Zhang, Zhigang ; Xie, Dong

  • Author_Institution
    Dept. of Inf. Eng., Luan Vocation & Technol. Coll., Luan, China
  • fYear
    2012
  • fDate
    14-17 July 2012
  • Firstpage
    811
  • Lastpage
    814
  • Abstract
    There are lots of uncertain data in the information retrieval, sensor data and image processing. Database need to process this uncertain information when it is stored in database. This information can be processed well in uncertain database rather than traditionally certain database. Fuzzy query technology on numeric attribute on uncertain database is our main work. We implement fuzzy query process on numeric attribute according to create fuzzy sets, choose membership function and adjust the fuzzy scale about fuzzy object. Basic concept about confidence is proposed in this paper. By setting efficient confidence, the number of tuples in low probability can be effectively reduced. It will not only in a better way to meet user´s requirements, but also can reduce the query time.
  • Keywords
    fuzzy set theory; information storage; probability; query processing; fuzzy query process; fuzzy sets; image processing; information retrieval; membership function; numeric attribute; sensor data; tuple probability; uncertain database; uncertain information storage; Fuzzy sets; Gaussian distribution; Histograms; Probabilistic logic; Query processing; fuzzy query; fuzzy range; membership function; uncertain database;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science & Education (ICCSE), 2012 7th International Conference on
  • Conference_Location
    Melbourne, VIC
  • Print_ISBN
    978-1-4673-0241-8
  • Type

    conf

  • DOI
    10.1109/ICCSE.2012.6295194
  • Filename
    6295194