Semantics in Dataspaces: Origin and Future Directions

COMPANION OF THE WORLD WIDE WEB CONFERENCE, WWW 2023(2023)

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摘要
The term dataspace was coined two decades ago [12] and has evolved since then. Defnitions range from (i) an abstraction for data management in an identifable scope [15] over (ii) a multi-sided data platform connecting participants in an ecosystem [21] to (iii) interlinking data towards loosely connected (global) information [17]. Many implementations and scientifc notions follow diferent interpretations of the term dataspace, but agree on some use of semantic technologies. For example, dataspaces such as the European Open Science Cloud and the German National Research Data Infrastructure are committed to applying the FAIR principles [11, 16]. Dataspaces built on top of Gaia-X are using semantic methods for service Self-Descriptions [13]. This paper investigates ongoing dataspace eforts and aims to provide insights on the defnition of the term dataspace, the usage of semantics and FAIR principles, and future directions for the role of semantics in dataspaces.
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关键词
Dataspaces,Semantics,SemanticWeb,FAIR Principles,Linked Data
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