• DocumentCode
    1976765
  • Title

    Supporting Keyword Selection in Generating Earth Science Metadata

  • Author

    Shimizu, Tsuyoshi ; Sueki, Tomo ; Yoshikawa, Masatoshi

  • Author_Institution
    Grad. Sch. of Inf., Kyoto Univ., Kyoto, Japan
  • fYear
    2013
  • fDate
    22-26 July 2013
  • Firstpage
    603
  • Lastpage
    604
  • Abstract
    Vast amounts of earth science data have been stored and managed in various projects. Because earth science requires considerable experience and expertise, we generally generate metadata for earth science datasets. In such metadata, keyword information is important. Controlled keywords such as GCMD Science Keyword are used for metadata. However, selection of suitable keywords is not easy. We propose methods to suggest keywords from summary texts of datasets. We considered simple string matching and inferring by Labeled LDA, and apply them to the actual earth science metadata.
  • Keywords
    geophysics computing; inference mechanisms; meta data; pattern matching; soil; GCMD Science Keyword; earth science metadata generation; inference mechanism; keyword selection support; labeled LDA; latent Dirichlet allocation; string matching; Biosphere; Educational institutions; Land surface; Sea surface; Terrestrial atmosphere; controlled keyword; earth science data; metadata;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Software and Applications Conference (COMPSAC), 2013 IEEE 37th Annual
  • Conference_Location
    Kyoto
  • Type

    conf

  • DOI
    10.1109/COMPSAC.2013.96
  • Filename
    6649886