A-Cure: An accurate information reconstruction from inaccurate data sources

作者：

Highlights：

• A-Cure reconstructs data from aggregated historical reports.

• The reports may contain inaccurate (noisy) data.

• A novel method discovers noisy data.

• Experiments demonstrate the high efficiency of this method.

• The reconstruction is shown to have high quality.

摘要

•A-Cure reconstructs data from aggregated historical reports.•The reports may contain inaccurate (noisy) data.•A novel method discovers noisy data.•Experiments demonstrate the high efficiency of this method.•The reconstruction is shown to have high quality.

论文关键词：Historical data,Aggregated data,Data fusion,Reconstruction quality

论文评审过程：Received 20 January 2020, Revised 10 February 2020, Accepted 13 February 2020, Available online 17 February 2020, Version of Record 24 February 2020.

论文官网地址：https://doi.org/10.1016/j.is.2020.101508