Detecting psychological change through mobilizing interactions and changes in extremist linguistic style

作者:

Highlights:

• New paradigm to detect within-person longitudinal changes in social media activity.

• Evidence that mobilizing social media activity causes psychological change.

• Linguistic analysis provides the feature vectors for Daesh-supporter classification.

• Social media data transformed into meaningful psychological factors.

摘要

•New paradigm to detect within-person longitudinal changes in social media activity.•Evidence that mobilizing social media activity causes psychological change.•Linguistic analysis provides the feature vectors for Daesh-supporter classification.•Social media data transformed into meaningful psychological factors.

论文关键词:Social media,Online influence,Social identity,Linguistic style,Radicalization,Extremism

论文评审过程:Received 5 March 2019, Revised 6 February 2020, Accepted 7 February 2020, Available online 8 February 2020, Version of Record 28 February 2020.

论文官网地址:https://doi.org/10.1016/j.chb.2020.106298