An analysis of computer science in OJAs with a dual-lingual ontology approach

Tiemann, Michael [Verfasser]; Dörpinghaus, Jens [Verfasser]; Shivashankar, Venkatesh Hariharapura [Verfasser]

An analysis of computer science in OJAs with a dual-lingual ontology approach

bibb.id	783371
bibb.participation	BIBB-Mitarbeiter	de
dc.contributor.author	Tiemann, Michael [Verfasser]	de
dc.contributor.author	Dörpinghaus, Jens [Verfasser]	de
dc.contributor.author	Shivashankar, Venkatesh Hariharapura [Verfasser]	de
dc.date.accessioned	2025-03-18T13:39:24Z
dc.date.available	2025-03-18T13:39:24Z
dc.date.issued	2024
dc.description.abstract	„Increasing globalization of the Internet has led to a growing need for the processing of data in multiple languages. This has resulted in a significant increase in the amount of multilingual data available on the web, presenting a significant challenge for accessing, processing, and integrating data from different language sources. An ontology provides a shared and precise source for system interoperability and the reuse of knowledge bases. The objective of this study is to develop an efficient approach for mapping and enriching cross-domain, dual-lingual ontologies. In this case, we will combine the Computer Science Ontology (CSO) and DBpedia. The resulting taxonomy will be analyzed using a German online job advertisement dataset of 3,567,240 records to identify trends in the development and/or requirement of tools in the Computer Science domain. In order to achieve this, we employ a comparative analysis of two distinct approaches: a holistic, hierarchical approach and a precision-driven approach. The former considers the child-parent relation of the ontology, whereas the latter solely identifies those tools directly associated with a topic in the CSO.“ (authors‘ abstract; BIBB-Doku)	de
dc.description.statementofresponsibility	Michael Tiemann, Jens Dörpinghaus, and Venkatesh Hariharapura Shivashankar	de
dc.description.version	referiert	de
dc.format.extent	Seite 2047-2058	de
dc.format.illustration	Illustrationen	de
dc.format.medium	Elektronische Ressource	de
dc.format.medium	Sammelbandbeitrag	de
dc.identifier.uri	DOI:10.18420/inf2024_178
dc.identifier.uri	https://bibb-dspace.bibb.de/jspui/handle/BIBB/783371
dc.language.iso	en	de
dc.rdacarrier.code	cr	de
dc.rdacarrier.source	rdacontent	de
dc.rdacarrier.term	Online-Ressource	de
dc.rdacontent.code	txt	de
dc.rdacontent.source	rdacontent	de
dc.rdacontent.term	Text	de
dc.rdamedia.code	c	de
dc.rdamedia.source	rdacontent	de
dc.rdamedia.term	Computermedien	de
dc.relation.ispartof	INFORMATIK 2024 - Lock in or log out? Wie digitale Souveränität gelingt; 24.-26. September 2024 Wiesbaden / Maike Klein [Hrsg.] ; Daniel Krupka [Hrsg.] ;Cornelia Winter [Hrsg.] ; Martin Gergeleit [Hrsg.] ;Martin Ludger [Hrsg.]
dc.rights	Namensnennung 4.0 International	*
dc.rights.uri	https://creativecommons.org/licenses/by/4.0/	*
dc.subject.ddc	600	de
dc.subject.other	Stellenanzeige	de
dc.subject.other	Datenanalyse	de
dc.subject.other	Datenbank	de
dc.title	An analysis of computer science in OJAs with a dual-lingual ontology approach	de

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INFORMATIK 2024 - Lock in or log out? Wie digitale Souveränität gelingt; 24.-26. September 2024 Wiesbaden / Maike Klein [Hrsg.] ; Daniel Krupka [Hrsg.] ;Cornelia Winter [Hrsg.] ; Martin Gergeleit [Hrsg.] ;Martin Ludger [Hrsg.]
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