System for evaluating the reliability and novelty of medical scientific papers

作者：

Highlights：

• It is proposed a method for classifying medical texts based on their novelty and reliability.

• Novelty and reliability measures are calculated based on a Knowledge Graph.

• Knowledge Graph created by processing more than 500,000 medical research articles.

• Quadrant-based visualization to group medical texts according to their novelty and reliability.

摘要

•It is proposed a method for classifying medical texts based on their novelty and reliability.•Novelty and reliability measures are calculated based on a Knowledge Graph.•Knowledge Graph created by processing more than 500,000 medical research articles.•Quadrant-based visualization to group medical texts according to their novelty and reliability.

论文关键词：Reliability estimation,Novelty detection,Article evaluation,Knowledge graph,Medical articles

论文评审过程：Received 19 November 2020, Revised 17 February 2021, Accepted 18 June 2021, Available online 13 July 2021, Version of Record 13 July 2021.

论文官网地址：https://doi.org/10.1016/j.joi.2021.101188