• DocumentCode
    446490
  • Title

    A semantic grid-based data access and integration service for bioinformatics

  • Author

    Aloisio, Giovanni ; Cafaro, Massimo ; Epicoco, Italo ; Fiore, Sandro ; Mirto, Maria

  • Author_Institution
    ISUFI/CACT, Lecce, Italy
  • Volume
    1
  • fYear
    2005
  • fDate
    9-12 May 2005
  • Firstpage
    196
  • Abstract
    Given the heterogeneous nature of biological data and their intensive use in many tools, in this paper we propose a semantic data access and integration (DAI) service, based on the grid paradigm, for the bioinformatics domain. This service uses ontologies for correlating different data sets. The DAI proposed in this work is a fundamental component of the ProGenGrid system, a grid-enabled platform, which aims at the design and implementation of a virtual laboratory where e-scientists could simulate complex "in silico" experiments, composing some popular analysis and visualization tools (e.g. Blast and Rasmol) available as Web services, into a workflow. The main goal of the DAI is to provide bioinformatics tools with advanced functionalities and data integration services for heterogeneous biological data banks, such as PDB and Swiss-Prot. A case study of our specialized data access service for locating similar protein sequences is presented.
  • Keywords
    grid computing; medical information systems; ontologies (artificial intelligence); portals; Globus toolkit; ProGenGrid system; Web services; analysis tools; bioinformatics tools; computational grid; data access service; data integration; e-scientists; grid portal; grid-enabled platform; heterogeneous biological data; integration service; ontologies; protein sequences; semantic data access; semantic grid-based data access; virtual laboratory; visualization tools; Analytical models; Bioinformatics; Biological system modeling; Genomics; Image databases; Laboratories; Ontologies; Organisms; Proteins; Web services;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cluster Computing and the Grid, 2005. CCGrid 2005. IEEE International Symposium on
  • Print_ISBN
    0-7803-9074-1
  • Type

    conf

  • DOI
    10.1109/CCGRID.2005.1558554
  • Filename
    1558554