An analysis of Computer Science in OJAs with a dual-lingual ontology approach
| dc.contributor.author | Tiemann, Michael | |
| dc.contributor.author | Dörpinghaus, Jens | |
| dc.contributor.author | Shivashankar, Venkatesh Hariharapura | |
| dc.contributor.editor | Klein, Maike | |
| dc.contributor.editor | Krupka, Daniel | |
| dc.contributor.editor | Winter, Cornelia | |
| dc.contributor.editor | Gergeleit, Martin | |
| dc.contributor.editor | Martin, Ludger | |
| dc.date.accessioned | 2024-10-21T18:24:18Z | |
| dc.date.available | 2024-10-21T18:24:18Z | |
| 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. | en |
| dc.identifier.doi | 10.18420/inf2024_178 | |
| dc.identifier.isbn | 978-3-88579-746-3 | |
| dc.identifier.pissn | 1617-5468 | |
| dc.identifier.uri | https://dl.gi.de/handle/20.500.12116/45156 | |
| dc.language.iso | en | |
| dc.publisher | Gesellschaft für Informatik e.V. | |
| dc.relation.ispartof | INFORMATIK 2024 | |
| dc.relation.ispartofseries | Lecture Notes in Informatics (LNI) - Proceedings, Volume P-352 | |
| dc.subject | Ontology Mapping | |
| dc.subject | Dual-lingual Ontologies | |
| dc.subject | Labor Market Research | |
| dc.subject | OJAs | |
| dc.title | An analysis of Computer Science in OJAs with a dual-lingual ontology approach | en |
| dc.type | Text/Conference Paper | |
| gi.citation.endPage | 2058 | |
| gi.citation.publisherPlace | Bonn | |
| gi.citation.startPage | 2047 | |
| gi.conference.date | 24.-26. September 2024 | |
| gi.conference.location | Wiesbaden | |
| gi.conference.sessiontitle | Digitalization and AI for and in Education and Educational Research (DAI-EaR'24) |
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