How to reduce the search space of Entity Resolution: with Blocking or Nearest Neighbor search?
George PapadakisMarco FisichellaFranziska SchogerGeorge MandilarasNikolaus AugstenWolfgang NejdlPublished in: CoRR (2022)
Keyphrases
- reduce the search space
- nearest neighbor search
- entity resolution
- record linkage
- nearest neighbor
- data cleaning
- search space
- high dimensional
- privacy preserving
- similarity search
- image retrieval
- cost model
- exhaustive search
- feature space
- index structure
- search methods
- road network
- metric space
- linked data
- machine learning
- management system
- data integration
- dynamic programming
- query processing
- databases
- hash functions