Content-based characterization of online social communities

作者:

Highlights:

• Community characterization via content analysis.

• Analysis and extraction of six syntactic and semantic features from tweets.

• Identification of topics and proper nouns as characteristic features of a community.

• The research provides insights on how people from specific communities share similar content.

摘要

•Community characterization via content analysis.•Analysis and extraction of six syntactic and semantic features from tweets.•Identification of topics and proper nouns as characteristic features of a community.•The research provides insights on how people from specific communities share similar content.

论文关键词:Communities characterization,Social networks analysis,Content-based data analytics,Twitter

论文评审过程:Received 6 April 2019, Revised 12 September 2019, Accepted 25 September 2019, Available online 15 October 2019, Version of Record 20 October 2020.

论文官网地址:https://doi.org/10.1016/j.ipm.2019.102133