Data credit distribution: A new method to estimate databases impact

作者：

Highlights：

• Definition of data credit, a measure of value for data built on top of data citations.

• Definition of data credit distribution, the process that distributes credit to elements inside a database.

• Discussion of the problem with a particular focus on relational databases.

• Implementation of a system of credit distribution based on data provenance .

• Extensive experiment analysis based on a real-world use case scenarioGtoPdb.

摘要

•Definition of data credit, a measure of value for data built on top of data citations.•Definition of data credit distribution, the process that distributes credit to elements inside a database.•Discussion of the problem with a particular focus on relational databases.•Implementation of a system of credit distribution based on data provenance .•Extensive experiment analysis based on a real-world use case scenarioGtoPdb.

论文关键词：Data citation,Data provenance,Data credit distribution

论文评审过程：Received 10 April 2020, Revised 10 August 2020, Accepted 13 August 2020, Available online 23 August 2020, Version of Record 23 August 2020.

论文官网地址：https://doi.org/10.1016/j.joi.2020.101080