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Research Knowledge Graphs: the Shifting Paradigm of Scholarly Information Representation
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Presentation
Research Knowledge Graphs: the Shifting Paradigm of Scholarly Information Representation00:00
Open Science Challenges00:42
Gaps in Organizing Scientific Knowledge02:31
The Scholarly Domain Bird-eye View03:36
Towards Structured Scientific Knowledge04:34
Conceptualization of Scholarly Knowledge05:55
Conceptualization of Scholarly Knowledge08:14
Methods for Constructing RKGs08:35
Managing and making sense of produced research artifacts09:39
Outlook 1: Research Management, FAIRness, and Consensus10:15
Outlook 2: State of The Art Exploration and Enhanced Reproducibility10:55
Outlook 2: State of The Art Exploration and Enhanced Reproducibility12:27
Outlook 3: Citability & Creditability of Research Artifacts 13:00
Outlook 4: RKGs to Support LLMs14:10
Acknowledgements15:29
Thank you for your attention!16:11