(Missing) Concept Discovery in Heterogeneous Information Networks

Lade...
Vorschaubild
Dateien
Koetter_194630.pdf
Koetter_194630.pdfGröße: 664.44 KBDownloads: 179
Datum
2012
Herausgeber:innen
Kontakt
ISSN der Zeitschrift
Electronic ISSN
ISBN
Bibliografische Daten
Verlag
Schriftenreihe
Auflagebezeichnung
ArXiv-ID
Internationale Patentnummer
Angaben zur Forschungsförderung
Projekt
BISON, RTD Forschungsprojekt
Open Access-Veröffentlichung
Open Access Green
Core Facility der Universität Konstanz
Gesperrt bis
Titel in einer weiteren Sprache
Forschungsvorhaben
Organisationseinheiten
Zeitschriftenheft
Publikationstyp
Beitrag zu einem Sammelband
Publikationsstatus
Published
Erschienen in
BERTHOLD, Michael R., ed.. Bisociative Knowledge Discovery. Berlin, Heidelberg: Springer Berlin Heidelberg, 2012, pp. 230-245. Lecture Notes in Computer Science. 7250. ISBN 978-3-642-31829-0. Available under: doi: 10.1007/978-3-642-31830-6_16
Zusammenfassung

This article proposes a new approach to extract existing (or detect missing) concepts from a loosely integrated collection of information units by means of concept graph detection. Thereby a concept graph defines a concept by a quasi bipartite sub-graph of a bigger network with the members of the concept as the first vertex partition and their shared aspects as the second vertex partition. Once the concepts have been extracted they can be used to create higher level representations of the data. Concept graphs further allow the discovery of missing concepts, which could lead to new insights by connecting seemingly unrelated information units.

Zusammenfassung in einer weiteren Sprache
Fachgebiet (DDC)
004 Informatik
Schlagwörter
Bisoziation
Konferenz
Rezension
undefined / . - undefined, undefined
Zitieren
ISO 690KÖTTER, Tobias, Michael R. BERTHOLD, 2012. (Missing) Concept Discovery in Heterogeneous Information Networks. In: BERTHOLD, Michael R., ed.. Bisociative Knowledge Discovery. Berlin, Heidelberg: Springer Berlin Heidelberg, 2012, pp. 230-245. Lecture Notes in Computer Science. 7250. ISBN 978-3-642-31829-0. Available under: doi: 10.1007/978-3-642-31830-6_16
BibTex
@incollection{Kotter2012Missi-19463,
  year={2012},
  doi={10.1007/978-3-642-31830-6_16},
  title={(Missing) Concept Discovery in Heterogeneous Information Networks},
  number={7250},
  isbn={978-3-642-31829-0},
  publisher={Springer Berlin Heidelberg},
  address={Berlin, Heidelberg},
  series={Lecture Notes in Computer Science},
  booktitle={Bisociative Knowledge Discovery},
  pages={230--245},
  editor={Berthold, Michael R.},
  author={Kötter, Tobias and Berthold, Michael R.},
  note={Open Access}
}
RDF
<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/server/rdf/resource/123456789/19463">
    <dc:contributor>Berthold, Michael R.</dc:contributor>
    <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/>
    <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dcterms:title>(Missing) Concept Discovery in Heterogeneous Information Networks</dcterms:title>
    <dcterms:issued>2012</dcterms:issued>
    <dc:contributor>Kötter, Tobias</dc:contributor>
    <dcterms:rights rdf:resource="https://rightsstatements.org/page/InC/1.0/"/>
    <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2012-07-09T08:53:56Z</dcterms:available>
    <dcterms:bibliographicCitation>Bisociative Knowledge Discovery : An Introduction to Concept, Algorithms, Tools, and Applications / Michael R. Berthold (ed.). - Heidelberg [u.a.] : Springer, 2012. - S. 230-245. - (Lecture Notes in Computer Science ; 7250 : Lecture notes in artificial intelligence). - ISBN 978-3-642-31829-0</dcterms:bibliographicCitation>
    <dspace:hasBitstream rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/19463/2/Koetter_194630.pdf"/>
    <dc:rights>terms-of-use</dc:rights>
    <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2012-07-09T08:53:56Z</dc:date>
    <bibo:uri rdf:resource="http://kops.uni-konstanz.de/handle/123456789/19463"/>
    <foaf:homepage rdf:resource="http://localhost:8080/"/>
    <dc:creator>Kötter, Tobias</dc:creator>
    <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dcterms:hasPart rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/19463/2/Koetter_194630.pdf"/>
    <dc:language>eng</dc:language>
    <dcterms:abstract xml:lang="eng">This article proposes a new approach to extract existing (or detect missing) concepts from a loosely integrated collection of information units by means of concept graph detection. Thereby a concept graph defines a concept by a quasi bipartite sub-graph of a bigger network with the members of the concept as the first vertex partition and their shared aspects as the second vertex partition. Once the concepts have been extracted they can be used to create higher level representations of the data. Concept graphs further allow the discovery of missing concepts, which could lead to new insights by connecting seemingly unrelated information units.</dcterms:abstract>
    <dc:creator>Berthold, Michael R.</dc:creator>
  </rdf:Description>
</rdf:RDF>
Interner Vermerk
xmlui.Submission.submit.DescribeStep.inputForms.label.kops_note_fromSubmitter
Kontakt
URL der Originalveröffentl.
Prüfdatum der URL
Prüfungsdatum der Dissertation
Finanzierungsart
Kommentar zur Publikation
Open Access
Allianzlizenz
Corresponding Authors der Uni Konstanz vorhanden
Internationale Co-Autor:innen
Universitätsbibliographie
Ja
Begutachtet
Diese Publikation teilen