Skyblocking for entity resolution

作者：

Highlights：

• A novel problem of scheme skyline learning is formulated.

• Three algorithms identify scheme skylines efficiently under a limited label budget.

• The class imbalanced problem is tackled by active learning techniques.

摘要

•A novel problem of scheme skyline learning is formulated.•Three algorithms identify scheme skylines efficiently under a limited label budget.•The class imbalanced problem is tackled by active learning techniques.

论文关键词：Entity resolution,Blocking scheme,Active learning,Skyline

论文评审过程：Received 10 September 2018, Revised 11 June 2019, Accepted 16 June 2019, Available online 18 June 2019, Version of Record 27 June 2019.

论文官网地址：https://doi.org/10.1016/j.is.2019.06.003