• DocumentCode
    3474643
  • Title

    Development of an Integrated Framework for Protein Structure Determinations: A Logical Data Model for NMR Data Analysis

  • Author

    Ellis, Heidi J C ; Fox-Erlich, Susan ; Martyn, Timothy O. ; Gryk, Michael R.

  • Author_Institution
    Dept. of Comput. Sci., Trinity Coll., Hartford, CT
  • fYear
    2006
  • fDate
    10-12 April 2006
  • Firstpage
    613
  • Lastpage
    618
  • Abstract
    Current approaches to the analysis of protein structure are time-consuming due to the lack of integration and incompatibility of data among the processing tools utilized. In addition, the enormous amount of experimental data generated is typically stored in flat file formats that cannot easily be managed or queried. Available databases that support the storage of protein structure data use data models that lack explicit definition of relationships between entities in the model necessary to support comprehensive querying and analysis. This paper presents a logical data model (LDM) for molecular structure determinations that utilize nuclear magnetic resonance (NMR) spectroscopy as the methodology. The LDM serves as a core component in an integrated framework for the comprehensive analysis of protein structure. Two ´directed´ data mining queries about protein structure were used to validate the utility of the LDM in a database implementation
  • Keywords
    NMR spectroscopy; data analysis; data mining; data models; medical computing; proteins; NMR data analysis; data mining; logical data model; molecular structure determination; nuclear magnetic resonance spectroscopy; protein structure determination; Atomic layer deposition; Computer science; Data analysis; Data models; Databases; Educational institutions; Magnetic analysis; Nuclear magnetic resonance; Protein engineering; Spectroscopy;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology: New Generations, 2006. ITNG 2006. Third International Conference on
  • Conference_Location
    Las Vegas, NV
  • Print_ISBN
    0-7695-2497-4
  • Type

    conf

  • DOI
    10.1109/ITNG.2006.52
  • Filename
    1611672