Semantic network skeletons - a tool to analyze spreading activation effects

dc.contributor.authorHartig, Kerstin
dc.contributor.authorKarbe, Thomas
dc.date.accessioned2018-05-15T15:59:56Z
dc.date.available2018-05-15T15:59:56Z
dc.date.issued2016
dc.description.abstractSpreading Activation algorithms are a well-known tool to determine relevance of nodes in a semantic network. Although often used, the configuration of a spreading activation algorithm is usually very problem-specific, and experience-driven. There are practically no guidelines or tools to help with the task. In this paper, we present semantic network skeletons, which are essentially a structural summary of a semantic network. We show how to derive the skeleton from a given semantic network, and how to derive conclusions about good configurations from it. Our results are then demonstrated in a case study from the automotive domain.en
dc.identifier.isbn978-1-61208-472-5
dc.identifier.issn2308-4375
dc.identifier.urihttps://depositonce.tu-berlin.de/handle/11303/7795
dc.identifier.urihttp://dx.doi.org/10.14279/depositonce-6973
dc.language.isoenen
dc.rights.urihttp://rightsstatements.org/vocab/InC/1.0/en
dc.subject.ddc004 Datenverarbeitung; Informatikde
dc.subject.otherspreading activationen
dc.subject.otherinformation retrievalen
dc.subject.othersemantic networken
dc.subject.otheradvisory systemen
dc.titleSemantic network skeletons - a tool to analyze spreading activation effectsen
dc.typeConference Objecten
dc.type.versionpublishedVersionen
dcterms.bibliographicCitation.originalpublishernameIARIAen
dcterms.bibliographicCitation.originalpublisherplaceWilmingtonen
dcterms.bibliographicCitation.pageend131en
dcterms.bibliographicCitation.pagestart126en
dcterms.bibliographicCitation.proceedingstitleeKnow 2016 - The Eighth International Conference on Information, Process, and Knowledge Managementen
dcterms.bibliographicCitation.volume2016en
tub.accessrights.dnbfreeen
tub.affiliationFak. 4 Elektrotechnik und Informatik::Inst. Telekommunikationssysteme::FG IT-basierte Fahrzeuginnovationende
tub.affiliation.facultyFak. 4 Elektrotechnik und Informatikde
tub.affiliation.groupFG IT-basierte Fahrzeuginnovationende
tub.affiliation.instituteInst. Telekommunikationssystemede
tub.publisher.universityorinstitutionTechnische Universität Berlinen
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