concept

Knowledge Graphs: Opportunities and Challenges

Also known as: Opportunities and Challenges with Knowledge Graphs

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Knowledge Graphs: Opportunities and Challenges - Springer Nature link.springer.com Springer Apr 3, 2023 5 facts

perspectiveThe authors of the paper 'Knowledge Graphs: Opportunities and Challenges' define the limitations of knowledge graph technologies as the challenges to be addressed.

perspectiveThe authors of the Springer Nature article 'Knowledge Graphs: Opportunities and Challenges' argue that analyzing both opportunities and challenges is necessary to develop a better understanding of knowledge graphs.

claimThe paper 'Knowledge Graphs: Opportunities and Challenges' identifies seven important categories of current research regarding knowledge graphs.

referenceThe paper 'Knowledge Graphs: Opportunities and Challenges' elaborates on limitations concerning five representative knowledge graph technologies, including knowledge graph embeddings.

referenceThe Springer Nature article 'Knowledge Graphs: Opportunities and Challenges' provides a comprehensive survey of existing knowledge graph studies, analyzing advancements in state-of-the-art technologies and applications.

Knowledge Graphs: Opportunities and Challenges - ResearchGate researchgate.net ResearchGate Apr 3, 2023 2 facts

claimThe paper 'Knowledge Graphs: Opportunities and Challenges' begins by reviewing the opportunities of knowledge graphs.

claimThe authors of the paper "Knowledge Graphs: Opportunities and Challenges" focus their research on the opportunities and challenges associated with knowledge graphs.

Knowledge Graphs: Opportunities and Challenges dl.acm.org ACM Digital Library 1 fact

claimThe authors of the paper 'Knowledge Graphs: Opportunities and Challenges' identify knowledge graph embeddings as a severe technical challenge in the field of knowledge graphs.

Knowledge Graphs: Opportunities and Challenges - arXiv arxiv.org arXiv Mar 24, 2023 1 fact

referenceThe paper 'Knowledge Graphs: Opportunities and Challenges' provides a systematic overview of the field, focusing on AI systems built upon knowledge graphs and potential application fields for knowledge graphs.

A survey on augmenting knowledge graphs (KGs) with large ... link.springer.com Springer Nov 4, 2024 1 fact

referencePeng et al. (2023) published 'Knowledge graphs: opportunities and challenges' in Artificial Intelligence Review.

Opportunities and Challenges with Knowledge Graphs briancartergroup.com Brian Carter Group Oct 5, 2024 1 fact

claimKnowledge graph development faces technical challenges, specifically regarding knowledge graph embeddings and knowledge acquisition, according to the article 'Opportunities and Challenges with Knowledge Graphs'.