• DocumentCode
    1640736
  • Title

    A framework for the development of Biomedical Text Mining software tools

  • Author

    Lourenço, Anália ; Carreira, Rafael ; Carneiro, Sónia ; Maia, Paulo ; Glez-Peña, Daniel ; Fdez-Riverola, Florentino ; Ferreira, Eugénio C. ; Rocha, Isabel ; Rocha, Miguel

  • Author_Institution
    Inst. for Biotechnol. & Bioeng., Univ. of Minho, Braga
  • fYear
    2008
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Over the last few years, a growing number of techniques has been successfully proposed to tackle diverse challenges in the biomedical text mining (BioTM) arena. However, the set of available software tools to researchers has not grown in a similar way. This work makes a contribution to close this gap, proposing a framework to ease the development of user-friendly and interoperable applications in this field, based on a set of available modular components. These modules can be connected in diverse ways to create applications that fit distinct user roles. Also, developers of new algorithms have a framework that allows them to easily integrate their implementations with state-of-the-art BioTM software for related tasks.
  • Keywords
    bioinformatics; data mining; expert systems; human computer interaction; BioTM software; biomedical text mining software tools; interoperable application; modular components; user friendly application; Application software; Crawlers; Data mining; Hidden Markov models; Information retrieval; Mercury (metals); Software algorithms; Software tools; Terminology; Text mining;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    BioInformatics and BioEngineering, 2008. BIBE 2008. 8th IEEE International Conference on
  • Conference_Location
    Athens
  • Print_ISBN
    978-1-4244-2844-1
  • Electronic_ISBN
    978-1-4244-2845-8
  • Type

    conf

  • DOI
    10.1109/BIBE.2008.4696707
  • Filename
    4696707