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Active Learning Based Similarity Filtering for Efficient and Effective Record Linkage.
Charini Nanayakkara
Peter Christen
Thilina Ranbaduge
Published in:
PAKDD (2) (2021)
Keyphrases
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record linkage
active learning
cost effective
approximate matching
computationally efficient
privacy preserving
linked data
data cleaning
duplicate detection
distance computation
similarity measure
databases
database
e learning
learning algorithm
machine learning
selective sampling
multiple databases