A decision support system for automating document retrieval and citation screening

作者：

Highlights：

• A Decision Support System for two steps in the Systematic Review process.

• Automated document retrieval and citation screening.

• Implementation of a Multi-Channel CNN model into the system.

• A quantitative analysis of the effect of the system.

• Our system is available at https://github.com/rvdinter/decision-support-system.

摘要

•A Decision Support System for two steps in the Systematic Review process.•Automated document retrieval and citation screening.•Implementation of a Multi-Channel CNN model into the system.•A quantitative analysis of the effect of the system.•Our system is available at https://github.com/rvdinter/decision-support-system.

论文关键词：Systematic literature review (SLR),Citation screening,Document retrieval,Decision support,Automation,Deep learning,Convolutional neural network,Natural language processing

论文评审过程：Received 15 March 2021, Revised 13 May 2021, Accepted 19 May 2021, Available online 25 May 2021, Version of Record 1 June 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.115261