Computational socioeconomics

J Gao, YC Zhang, T Zhou - Physics Reports, 2019 - Elsevier
Uncovering the structure of socioeconomic systems and timely estimation of socioeconomic
status are significant for economic development. The understanding of socioeconomic …

Social profiling: A review, taxonomy, and challenges

M Bilal, A Gani, MIU Lali, M Marjani… - … , Behavior, and Social …, 2019 - liebertpub.com
Social media has taken an important place in the routine life of people. Every single second,
users from all over the world are sharing interests, emotions, and other useful information …

Understanding and measuring psychological stress using social media

SC Guntuku, A Buffone, K Jaidka… - Proceedings of the …, 2019 - ojs.aaai.org
A body of literature has demonstrated that users' mental health conditions, such as
depression and anxiety, can be predicted from their social media language. There is still a …

What twitter profile and posted images reveal about depression and anxiety

SC Guntuku, D Preotiuc-Pietro, JC Eichstaedt… - Proceedings of the …, 2019 - aaai.org
Previous work has found strong links between the choice of social media images and users'
emotions, demographics and personality traits. In this study, we examine which attributes of …

Using social media user attributes to understand human–environment interactions at urban parks

XP Song, DR Richards, PY Tan - Scientific reports, 2020 - nature.com
Urban parks and green spaces are among the few places where city dwellers can have
regular contact with nature and engage in outdoor recreation. Social media data provide …

What people think AI should infer from faces

S Engelmann, C Ullstein… - Proceedings of the …, 2022 - dl.acm.org
Faces play an indispensable role in human social life. At present, computer vision artificial
intelligence (AI) captures and interprets human faces for a variety of digital applications and …

Examining the phenomenon of quarter-life crisis through artificial intelligence and the language of Twitter

S Agarwal, SC Guntuku, OC Robinson, A Dunn… - Frontiers in …, 2020 - frontiersin.org
Quarter-life crisis (QLC) is a popular term for developmental crisis episodes that occur
during early adulthood (18–30). Our aim was to explore what linguistic themes are …

Language of ADHD in adults on social media

SC Guntuku, JR Ramsay… - Journal of attention …, 2019 - journals.sagepub.com
Objective: We computationally analyze the language of social media users diagnosed with
ADHD to understand what they talk about, and how their language is correlated with users' …

Categorizing and inferring the relationship between the text and image of twitter posts

A Vempala, D Preoţiuc-Pietro - … of the 57th annual meeting of the …, 2019 - aclanthology.org
Text in social media posts is frequently accompanied by images in order to provide content,
supply context, or to express feelings. This paper studies how the meaning of the entire …

Facebook versus Twitter: Differences in self-disclosure and trait prediction

K Jaidka, S Guntuku, L Ungar - … of the International AAAI Conference on …, 2018 - ojs.aaai.org
This study compares self-disclosure on Facebook and Twitter through the lens of
demographic and psychological traits. Predictive evaluation reveals that language models …