Evolutionary game theoretical on-line event detection over tweet streams

作者:

Highlights:

• We propose real-time event detection based on clustering over tweet streams.

• We have formulated rules to remove noise factors from tweets streams.

• Real-time tweet clustering has been modeled as an evolutionary noncooperative game.

• This approach has been implemented and assessed by using two benchmark data-sets.

摘要

•We propose real-time event detection based on clustering over tweet streams.•We have formulated rules to remove noise factors from tweets streams.•Real-time tweet clustering has been modeled as an evolutionary noncooperative game.•This approach has been implemented and assessed by using two benchmark data-sets.

论文关键词:Event detection,Tweet categorization,Online social networks,Online clustering,Game theory,Dempster–Shafer theory

论文评审过程:Received 27 May 2020, Revised 10 August 2020, Accepted 24 October 2020, Available online 2 November 2020, Version of Record 5 November 2020.

论文官网地址:https://doi.org/10.1016/j.knosys.2020.106563