Assertional Knowledge Engineering
Information Extraction
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KG Completion (A-Box)
Link Prediction
Relation Prediction
Fact Checking / Triple Testing
Literal Completion (labels/comments/descriptions)
Entity Linking (between KGs)
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Entity Disambiguation
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Terminological Knowledge Engineering
Ontology Design
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Competency Question (CQ) Generation
User Stories / Personas Generation
Ontology Learning (Automated ontology design from text)
Ontology Evaluation
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Competency Question (CQ) generation (from given ontologies)
CQ to SPARQL
Ontology Mapping
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Ontology Documentation
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Class and Relation Descriptions/Labels
Reasoning
Aprox/Probabilistic Reasoning via LLMs (LLM supported)
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Constraint Checking
Contributors:
- Robert David
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Data Repairs (→ maybe move to completion?)
Contributors:
- Robert David
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Downstream Tasks
KG/Ontology Embeddings
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User Interface / Access
Natural Language Interface to KG
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KG to Natural Language (verbalization)
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Multilingual Translation of Literals
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