Knowledge sharing and discovery across heterogeneous research infrastructures
2023
Farshidi, Siamak | Liao, Xiaofeng | Li, Na | Goldfarb, Doron | Magagna, Barbara | Stocker, Markus | Jeffery, Keith | Thijsse, Peter | Pichot, Christian | Petzold, Andreas | Zhao, Zhiming | Universiteit Utrecht / Utrecht University [Utrecht] | Universiteit van Amsterdam = University of Amsterdam (UvA) | Umweltbundesamt GmbH = Environment Agency Austria | Leibniz Universität Hannover = Leibniz University Hannover | British Geological Survey (BGS) | Ecologie des Forêts Méditerranéennes (URFM) ; Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE) | Forschungszentrum Jülich GmbH | Centre de recherche de Jülich | Juelich Research Centre (FZJ) ; Helmholtz-Gemeinschaft = Helmholtz Association | European Project: 824068,H2020-INFRAEOSC-2018-2020,H2020-INFRAEOSC-2018-2,ENVRI-FAIR(2019)
International audience
Mostrar más [+] Menos [-]Inglés. Research infrastructures play an increasingly essential role in scientific research. They provide rich data sources for scientists, such as services and software packages, via catalog and virtual research environments. However, such research infrastructures are typically domain-specific and often not connected. Accordingly, researchers and practitioners face fundamental challenges introduced by fragmented knowledge from heterogeneous, autonomous sources with complicated and uncertain relations in particular research domains. Additionally, the exponential growth rate of knowledge in a specific domain surpasses human experts’ ability to formalize and capture tacit and explicit knowledge efficiently. Thus, a knowledge management system is required to discover knowledge effectively, automate the knowledge acquisition based on artificial intelligence approaches, integrate the captured knowledge, and deliver consistent knowledge to agents, research communities, and end-users. In this study, we present the development process of a knowledge management system for ENVironmental Research Infrastructures, which are crucial pillars for environmental scientists in their quest for understanding and interpreting the complex Earth System. Furthermore, we report the challenges we have faced and discuss the lessons learned during the development process.
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Información bibliográfica
Este registro bibliográfico ha sido proporcionado por Institut national de la recherche agronomique