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
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