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#KnowledgeGraphs

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TOOL: ResearchSpace 4.0.0 is an open-source platform that leverages knowledge graphs to integrate narratives and data, enhancing the contextualization of cultural heritage research. By employing semantic expressions and ontologies like CIDOC CRM, it allows for dynamic and interconnected representations of complex historical information. Could this be the future of digital humanities research?

#DigitalHumanities #KnowledgeGraphs #CulturalHeritage

digitalorientalist.com/2025/03

The Digital Orientalist · Bridging Narratives and Data: ResearchSpace 4.0.0 and the Power of Knowledge GraphsDecades ago, one of the main concerns of the cultural heritage community was the lack of digitized data. Although digitization is still an issue in many cultural institutions and efforts and funds …

Data graphs, computation graphs, property and #knowledgegraphs, #graphdatabase, probabilistic graph models, #gnn, there is currently an explosion of terms involving "graphs". What are their relations if any?

The Open Risk Academy course "An overview of graph methods in #datascience " aims to put some order in the graph chaos by introducing and relating these concepts in a structured way, resulting in, you've guessed it, a "graph of graphs"!

openriskacademy.com/course/vie

Relations as Nodes: Revolutionizing AI Memory with Concept Graphs

🔹 Moving beyond RDF triples to layered graphs where edges become nodes 🔹 Implementing concept graphs as bipartite structures with explicit relation nodes 🔹 Using subgraphs to model multi-party relations that binary approaches can't capture 🔹 Simulating graph nesting through structural conventions

volodymyrpavlyshyn.medium.com/

Medium · Relations as Nodes: Concept Graphs and Subgraphs for AI Memory ModelsDi Volodymyr Pavlyshyn