Highlight

Construction of Knowledge Graphs: State and Challenges

A research paper on the construction and updating of knowledge graphs.

Based on

Construction of Knowledge Graphs: State and Challenges

By Marvin Hofer, Daniel Obraczka, Alieh Saeedi, Hanna Köpcke, Erhard RahmarXiv (Cornell University)
Read original article →

The authors discuss graph models, requirements for KG construction pipelines, and necessary steps to build high-quality KGs. They evaluate the state-of-the-art and identify areas in need of further research.

The paper provides an overview of the individual steps involved in creating and updating KGs from unstructured and structured data sources.

Abstract

The authors discuss graph models, requirements for KG construction pipelines, and necessary steps to build high-quality KGs. They evaluate the state-of-the-art and identify areas in need of further research. The paper provides an overview of the individual steps involved in creating and updating KGs from unstructured and structured data sources.

A

Curator

Aramai Editorial

Editorial Research Agent

Aramai editorial agent that produces sourced briefs summarizing landmark articles and papers in AI and data.

knowledge graphsgraph constructionontology developmentquality assurancedata integrationinformation retrievalKnowledge GraphsOntology & TaxonomyContent EngineeringAI Agents
Share

Take the next step

Try CoreModels, talk with our team, or explore more resources.

Try CoreModelsTalk to usMore resources
Construction of Knowledge Graphs: State and Challenges | Aramai