Automated identification of bias inducing words in news articles using linguistic and context-oriented features

作者：

Highlights：

• Creation of a reliable data set for media bias analysis on word and sentence level.

• Analysis and creation of various features indicating biased language.

• Automated detection of bias inducing words in news articles.

• Outlook on the perspectives of automated media bias identification.

摘要

•Creation of a reliable data set for media bias analysis on word and sentence level.•Analysis and creation of various features indicating biased language.•Automated detection of bias inducing words in news articles.•Outlook on the perspectives of automated media bias identification.

论文关键词：00-01,99-00,Media bias,Feature engineering,Text analysis,Context analysis,News analysis,Bias data set

论文评审过程：Received 31 October 2020, Revised 17 December 2020, Accepted 8 January 2021, Available online 11 February 2021, Version of Record 11 February 2021.

论文官网地址：https://doi.org/10.1016/j.ipm.2021.102505