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Content-Based Layouts for Exploratory Metadata Search in Scientific Research Data

Content-Based Layouts for Exploratory Metadata Search in Scientific Research Data

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BERNARD, Jürgen, Tobias RUPPERT, Maximilian SCHERER, Jörn KOHLHAMMER, Tobias SCHRECK, 2012. Content-Based Layouts for Exploratory Metadata Search in Scientific Research Data. The 12th ACM/IEEE-CS joint conference on Digital Libraries - JCDL '12. Washington, DC, USA, Jun 10, 2012 - Jun 14, 2012. In: Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries - JCDL '12. New York, New York, USA:ACM Press, pp. 139-148. ISBN 978-1-4503-1154-0. Available under: doi: 10.1145/2232817.2232844

@inproceedings{Bernard2012Conte-22772, title={Content-Based Layouts for Exploratory Metadata Search in Scientific Research Data}, year={2012}, doi={10.1145/2232817.2232844}, isbn={978-1-4503-1154-0}, address={New York, New York, USA}, publisher={ACM Press}, booktitle={Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries - JCDL '12}, pages={139--148}, author={Bernard, Jürgen and Ruppert, Tobias and Scherer, Maximilian and Kohlhammer, Jörn and Schreck, Tobias} }

<rdf:RDF xmlns:dcterms="http://purl.org/dc/terms/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:bibo="http://purl.org/ontology/bibo/" xmlns:dspace="http://digital-repositories.org/ontologies/dspace/0.1.0#" xmlns:foaf="http://xmlns.com/foaf/0.1/" xmlns:void="http://rdfs.org/ns/void#" xmlns:xsd="http://www.w3.org/2001/XMLSchema#" > <rdf:Description rdf:about="https://kops.uni-konstanz.de/rdf/resource/123456789/22772"> <dc:rights>terms-of-use</dc:rights> <dcterms:title>Content-Based Layouts for Exploratory Metadata Search in Scientific Research Data</dcterms:title> <dc:contributor>Bernard, Jürgen</dc:contributor> <dcterms:issued>2012</dcterms:issued> <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/rdf/resource/123456789/36"/> <dspace:hasBitstream rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/22772/2/Bernard_227726.pdf"/> <bibo:uri rdf:resource="http://kops.uni-konstanz.de/handle/123456789/22772"/> <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2013-05-23T11:49:27Z</dcterms:available> <dc:language>eng</dc:language> <dc:contributor>Kohlhammer, Jörn</dc:contributor> <dc:creator>Scherer, Maximilian</dc:creator> <dcterms:hasPart rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/22772/2/Bernard_227726.pdf"/> <dc:contributor>Scherer, Maximilian</dc:contributor> <dc:creator>Ruppert, Tobias</dc:creator> <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/> <dc:contributor>Ruppert, Tobias</dc:contributor> <dcterms:rights rdf:resource="https://rightsstatements.org/page/InC/1.0/"/> <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2013-05-23T11:49:27Z</dc:date> <dc:creator>Schreck, Tobias</dc:creator> <dc:contributor>Schreck, Tobias</dc:contributor> <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/rdf/resource/123456789/36"/> <dcterms:abstract xml:lang="eng">Today's digital libraries (DLs) archive vast amounts of Information in the form of text, videos, images, data measurements, etc. User access to DL content can rely on similarity between metadata elements, or similarity between the data itself (content-based similarity). We consider the problem of exploratory search in large DLs of time-oriented data. We propose a novel approach for overview- rst exploration of data collections based on user-selected metadata properties. In a 2D layout representing entities of the selected property are laid out based on their similarity with respect to the underlying data content. The display is enhanced by compact summarizations of underlying data elements, and forms the basis for exploratory navigation of users in the data space. The approach is proposed as an interface for visual exploration, leading the user to discover interesting relationships between data items relying on content-based similarity between data items and their respective metadata labels. We apply the method on real data sets from the earth Observation community, showing its applicability and usefulness.</dcterms:abstract> <dc:creator>Kohlhammer, Jörn</dc:creator> <foaf:homepage rdf:resource="http://localhost:8080/jspui"/> <dcterms:bibliographicCitation>Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries : June 10 - 14, 2012, Washington, DC, USA / Karim B. Boughida ... (eds.). - New York, NY : ACM, 2012. - S. 139-148. - ISBN 978-1-4503-1154-0</dcterms:bibliographicCitation> <dc:creator>Bernard, Jürgen</dc:creator> </rdf:Description> </rdf:RDF>

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