Deepluenza: Deep learning for influenza detection from Twitter

作者：

Highlights：

• Developed Deepluenza to detect Influenza outbreaks from processing Twitter.

• Deepluenza supports both English and Arabic languages.

• We experiment several text representation models.

• Conducted extensive experiments to test the classification accuracy of Deepluenza.

摘要

•Developed Deepluenza to detect Influenza outbreaks from processing Twitter.•Deepluenza supports both English and Arabic languages.•We experiment several text representation models.•Conducted extensive experiments to test the classification accuracy of Deepluenza.

论文关键词：Deep learning,Twitter,Influenza,Social media,Data mining

论文评审过程：Received 28 April 2021, Revised 31 December 2021, Accepted 5 March 2022, Available online 11 March 2022, Version of Record 21 March 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.116845