“Are we tweeting our real selves?” personality prediction of Indian Twitter users using deep learning ensemble model
作者:
Highlights:
• Twitter data can provide predictive indicators of user behavior.
• We hypothesized personality of an individual is highly correlated with their online behavior.
• The study aims to predict the personality of Indian Twitter users.
• Deep learning ensemble model has been employed for the study.
• It is observed that nature of online interactions does not differ from real-world interactions.
摘要
•Twitter data can provide predictive indicators of user behavior.•We hypothesized personality of an individual is highly correlated with their online behavior.•The study aims to predict the personality of Indian Twitter users.•Deep learning ensemble model has been employed for the study.•It is observed that nature of online interactions does not differ from real-world interactions.
论文关键词:Social networking sites,Twitter,Deep learning,BiLSTM,Personality
论文评审过程:Received 1 June 2021, Revised 12 October 2021, Accepted 15 November 2021, Available online 17 November 2021, Version of Record 23 December 2021.
论文官网地址:https://doi.org/10.1016/j.chb.2021.107101