Discovering socially important locations of social media users

作者:

Highlights:

• The problem of mining socially important locations is defined.

• Novel interest measures are proposed to quantify socially important locations.

• A new algorithm is proposed for discovering socially important locations.

• Proposed algorithm is experimentally evaluated using real Twitter dataset.

• Proposed algorithm is compared with a nave solution.

摘要

•The problem of mining socially important locations is defined.•Novel interest measures are proposed to quantify socially important locations.•A new algorithm is proposed for discovering socially important locations.•Proposed algorithm is experimentally evaluated using real Twitter dataset.•Proposed algorithm is compared with a nave solution.

论文关键词:Socially important locations mining,Spatial social media mining,Historical social media data analysis,Social media networking sites,Twitter

论文评审过程:Received 6 January 2017, Revised 8 May 2017, Accepted 27 May 2017, Available online 29 May 2017, Version of Record 1 June 2017.

论文官网地址:https://doi.org/10.1016/j.eswa.2017.05.068