Managing data quality of cooperative information systems: Model and algorithm

作者：

Highlights：

• Two optimization models for the data quality of cooperative information system are developed.

• The models considers the scenes of independent and negotiation decisions.

• The models identified the cost-effective resource-allocation strategies.

• An improved artificial bee colony algorithm to solve the models is proposed.

摘要

•Two optimization models for the data quality of cooperative information system are developed.•The models considers the scenes of independent and negotiation decisions.•The models identified the cost-effective resource-allocation strategies.•An improved artificial bee colony algorithm to solve the models is proposed.

论文关键词：Data quality,Cooperative information systems,Bi-level programming,Heuristic algorithm

论文评审过程：Received 4 April 2020, Revised 24 July 2021, Accepted 10 October 2021, Available online 15 October 2021, Version of Record 23 October 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.116074