• DocumentCode
    2829683
  • Title

    Semantics based operators for integrating heterogeneous biological data sources

  • Author

    Ram, Sudha ; Wei, Wei

  • Author_Institution
    Dept. of Manage. Inf. Syst., Arizona Univ., Tucson, AZ, USA
  • fYear
    2005
  • fDate
    16-18 Aug. 2005
  • Firstpage
    16
  • Lastpage
    21
  • Abstract
    Advances in analytical techniques have drastically increased the amount of biological data available, which in turn has increased the difficulty and complexity of biological knowledge discovery. It is important to have mechanisms to take fall advantage of the data not only for doing simple searches, but also for answering ad hoc and complex questions at the user´s will by virtually connecting the heterogeneous data sources. In this paper, we propose and formally define new operators that can be used for sequence comparison and alignment. Furthermore, cross-database operators can be developed based on work presented in this paper to dynamically link different types of databases. We believe this liberates biological researchers from unproductive labor and allow them to focus on pattern seeking and interpretation of results.
  • Keywords
    biology computing; data mining; distributed databases; pattern recognition; scientific information systems; biological knowledge discovery; cross-database operators; heterogeneous biological data source; pattern seeking; semantics based operators; sequence alignment; sequence comparison; Bioinformatics; Data analysis; Databases; Educational institutions; Genomics; Information analysis; Knowledge management; Management information systems; Proteins; Sequences;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems Engineering, 2005. ICSEng 2005. 18th International Conference on
  • Print_ISBN
    0-7695-2359-5
  • Type

    conf

  • DOI
    10.1109/ICSENG.2005.74
  • Filename
    1562822