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Showing 1 to 5 of 5 for “"Dynamic knowledge graph"”.
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Question Answering on Dynamic Knowledge Graph for Chemistry
… implementing applications. While the chemistry Knowledge Graph provides a solution for representing this data and information, it poses challenges for human users to access it efficiently. A Knowledge Graph Question Answering system is one of the solutions. However, due to the specific nature of …
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A dynamic knowledge graph approach to self-driving chemical laboratories
… problem in chemical experiments by utilising a dynamic knowledge graph to unify the representation of data, software, hardware, and workflow. The developed approach is applied to a few selected case studies. To realise a self-driving chemical laboratory, the design-make-test-analyse cycle is …
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A dynamic knowledge graph approach for studying the decarbonisation of power systems
This thesis introduces a dynamic knowledge graph framework, providing a reusable, interoperable, and extensible approach for cross-domain analyses in power system studies, facilitating research on decarbonisation. Domain ontologies were designed to conceptualise the power system and used to create …
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A dynamic knowledge graph approach to creating interoperability in smart cities: Selected case studies towards holistic flood impact assessments and district heating operations
… proposes a solution to these problems based on a dynamic knowledge graph and demonstrates its effectiveness using two interdisciplinary case studies - the assessment of potential flood impacts with regard to the population and built environment at risk and the resource-optimised operation of a …
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Mine the node association: Dig into the essence of graphs
In the era of big data, graph arises as a crucial data structure. Compared with other types of data, the essence of graphs large lies in node association, which represents unique, informative and important relation between nodes. Recently, mining the node association has attracted remarkable …