Active Learning Based Similarity Filtering for Efficient and Effective Record Linkage.

Charini Nanayakkara Peter Christen Thilina Ranbaduge

Published in: PAKDD (2) (2021)

Keyphrases

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