DC FieldValueLanguage
dc.contributor.authorSkripnikova, Tatyana-
dc.contributor.authorAras, Hidir-
dc.contributor.authorWeißhaar, Anna-
dc.contributor.authorBlank, Sebastian-
dc.contributor.authorZorn, Hans-Peter-
dc.date.accessioned2020-06-27T18:04:38Z-
dc.date.issued2019-
dc.identifier.urihttps://resolver.obvsg.at/urn:nbn:at:at-ubtuw:3-9455-
dc.identifier.urihttp://hdl.handle.net/20.500.12708/829-
dc.descriptionIn this paper, we investigate whether a semantic representation of patent documents provides added value for a multi-dimensional visual exploration of a patent landscape compared to traditional approaches. Word embeddings from a pre-trained model created from patent text are used to calculate pairwise similarities for representing each document in the semantic space. Then, a hierarchical clustering method is applied to create several semantic aggregation levels for a collection of patent documents. For visual exploration, we have seamlessly integrated multiple interaction metaphors that combine semantics and additional metadata for improving hierarchical exploration of large document collections.-
dc.format1 Online Ressource (Seite 20-21)-
dc.languageEnglish-
dc.language.isoen-
dc.publisherKarlsruhe-
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/-
dc.subjectPatent landscapingen
dc.subjectword embeddingsen
dc.subjecthierarchical clusteringen
dc.subjecttext analysisen
dc.subjectsemantic explorationen
dc.subjectmulti-dimensional explorationen
dc.subjectvisual user interfaceen
dc.titleSemantic Views - Interactive Hierarchical Exploration for Patent Landscapingen
dc.typeInproceedingsen
dc.typeKonferenzbeitragde
dc.relation.publicationProceedings of the 1st Workshop on on Patent Text Mining and Semantic Technologies / Editors: Linda Andersson, Hidir Aras, Florina Piroi, Allan Hanbury-
dc.identifier.doi10.34726/pst2019.6-
dc.rights.holderAuthors 2019-
dc.publisher.placeKarlsruhe, Germany-
tuw.versionvor-
tuw.publication.orgunitE194 - Institut für Information Systems Engineering-
dc.identifier.libraryidAC15614469-
dc.description.numberOfPages20-
dc.identifier.urnurn:nbn:at:at-ubtuw:3-9455-
dc.rights.identifierCC BY 4.0-
item.languageiso639-1en-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.fulltextwith Fulltext-
item.openaccessfulltextOpen Access-
item.cerifentitytypePublications-
item.cerifentitytypePublications-
item.grantfulltextopen-
item.openairetypeInproceedings-
item.openairetypeKonferenzbeitrag-
crisitem.author.deptFIZ Karlsruhe GmbH, Karlsruhe, Germany-
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