The SAGA system performs deduplication by grouping entities by type and using simple blocking to partition data into smaller buckets, followed by a matching model that computes similarity scores using machine-learning or rule-based methods, and finally utilizing correlation clustering to determine matching entities.

Authors

• Person: Not available Organization: arXiv
  Construction of Knowledge Graphs: State and Challenges - arXiv

Sources

• Construction of Knowledge Graphs: State and Challenges - arXiv arxiv.org arXiv via serper

Referenced by nodes (3)

• entity resolution concept
• machine learning concept
• SAGA entity