Material Detail

Mining Semantic Descriptions of Bioinformatics Web Services from the Literature

Mining Semantic Descriptions of Bioinformatics Web Services from the Literature

This video was recorded at 6th Annual European Semantic Web Conference (ESWC), Hersonissos 2009. A number of projects (myGrid, BioMOBY, etc.) have been initiated to organise emerging bioinformatics Web Services and provide their semantic descriptions. They typically rely on manual curation efforts. In this paper we focus on a semi-automated approach to mine semantic descriptions from the bioinformatics literature. The method combines terminological processing and dependency parsing of journal articles, and applies information extraction techniques to profile Web services using informative textual passages, related ontological annotations and service descriptors. Service descriptors are terminological phrases reflecting specific roles (e.g. input, output, etc.) of the related semantic classes (e.g. algorithm, database, etc.). They can be used to facilitate subsequent manual description of services, but also for providing a semantic synopsis of a service that can be used to locate related services. We present a case-study involving a subset of full text articles from the BMC Bioinformatics journal. We illustrate the potential of natural language processing not only for mining descriptions of known services, but also for discovering new services that have been described in the literature.

Quality

  • User Rating
  • Comments
  • Learning Exercises
  • Bookmark Collections
  • Course ePortfolios
  • Accessibility Info

More about this material

Browse...

Disciplines with similar materials as Mining Semantic Descriptions of Bioinformatics Web Services from the Literature
Other materials like Mining Semantic Descriptions of Bioinformatics Web Services from the Literature

Comments

Log in to participate in the discussions or sign up if you are not already a MERLOT member.