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Information Science

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Information Science

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Research Frontiers in Semantic Web Knowledge Graph Construction

Develops methodologies for building and integrating large-scale knowledge graphs that enable machine-readable semantic understanding of information.

Emergent Ontologies from Unstructured Data Streams
Cross-Lingual Entity Disambiguation at Web Scale
Temporal Knowledge Graphs and Historical Coherence
Implicit Relation Discovery in Heterogeneous Networks
Schema Evolution in Living Knowledge Graphs
Multimodal Entity Linking Across Text and Images
Probabilistic Knowledge Graphs Under Uncertainty
Zero-Shot Ontology Induction from Raw Text
Graph Completion Through Analogical Reasoning
Federated Knowledge Graph Construction Without Centralization

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