Understanding the expression of loneliness on Twitter across age groups and genders

被引:5
作者
Andy, Anietie [1 ]
Sherman, Garrick [2 ]
Guntuku, Sharath Chandra [2 ]
机构
[1] Univ Penn, Penn Med, Philadelphia, PA 19104 USA
[2] Univ Penn, Comp & Informat Sci, Philadelphia, PA USA
关键词
D O I
10.1371/journal.pone.0273636
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Some individuals seek support around loneliness on social media forums. In this work, we aim to determine differences in the use of language by users-in different age groups and genders (female, male), who publish posts on Twitter expressing loneliness. We hypothesize that these differences in the use of language will reflect how these users express themselves and some of their support needs. Interventions may vary depending on the age and gender of an individual, hence, in order to identify high-risk individuals who express loneliness on Twitter and provide appropriate interventions for these users, it is important to understand the variations in language use by users who belong to different age groups and genders and post about loneliness on Twitter. We discuss the findings from this work and how they can help guide the design of online loneliness interventions.
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页数:19
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