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Construction of Knowledge Graphs: Current State and Challenges

Surveys generalized pipelines for constructing and updating knowledge graphs.

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Construction of Knowledge Graphs: Current State and Challenges

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The paper surveys current methods for constructing and continuously updating knowledge graphs. It addresses incremental updates and quality assurance, covering both unstructured and structured sources with schema evolution and validation in the KG lifecycle.

Abstract

The paper surveys current methods for constructing and continuously updating knowledge graphs. It addresses incremental updates and quality assurance, covering both unstructured and structured sources with schema evolution and validation in the KG lifecycle.

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knowledge graph constructionincremental updatesquality assuranceKnowledge GraphsContent EngineeringSemantic InteroperabilitySchemas & Shapes
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