The data set knowledge graph: Creating a linked open data source for data sets

نویسندگان

چکیده

Abstract Several scholarly knowledge graphs have been proposed to model and analyze the academic landscape. However, although number of data sets has increased remarkably in recent years, these do not primarily focus on but rather associated entities such as publications. Moreover, publicly available set systematically contain links publications which are mentioned. In this paper, we present an approach for constructing RDF graph that fulfills mentioned criteria. Our graph, DSKG, is at http://dskg.org contains metadata all scientific disciplines. To ensure high quality first identify suitable raw collections creating DSKG. We then establish between modeled Microsoft Academic Knowledge Graph mention sets. As author names can be ambiguous, develop evaluate a method name disambiguation enrich with ORCID. Overall, our more than 2,000 properties, well 814,000 635,000 It used variety scenarios, facilitating advanced search systems new ways measuring awarding provisioning

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ژورنال

عنوان ژورنال: Quantitative science studies

سال: 2021

ISSN: ['2641-3337']

DOI: https://doi.org/10.1162/qss_a_00161