A systematic review of emoji: Current research and future perspectives

Q Bai, Q Dan, Z Mu, M Yang - Frontiers in psychology, 2019 - frontiersin.org
A growing body of research explores emoji, which are visual symbols in computer mediated
communication (CMC). In the 20 years since the first set of emoji was released, research on …

Predicting the Big 5 personality traits from digital footprints on social media: A meta-analysis

D Azucar, D Marengo, M Settanni - Personality and individual differences, 2018 - Elsevier
The growing use of social media among Internet users produces a vast and new source of
user generated ecological data, such as textual posts and images, which can be collected …

COVID-19, lockdowns and well-being: Evidence from Google Trends

A Brodeur, AE Clark, S Fleche… - Journal of public …, 2021 - Elsevier
The COVID-19 pandemic and government intervention such as lockdowns may severely
affect people's mental health. While lockdowns can help to contain the spread of the virus …

Global evidence of expressed sentiment alterations during the COVID-19 pandemic

J Wang, Y Fan, J Palacios, Y Chai… - Nature Human …, 2022 - nature.com
The COVID-19 pandemic has created unprecedented burdens on people's physical health
and subjective well-being. While countries worldwide have developed platforms to track the …

Automated text analysis for consumer research

A Humphreys, RJH Wang - Journal of Consumer Research, 2018 - academic.oup.com
The amount of digital text available for analysis by consumer researchers has risen
dramatically. Consumer discussions on the internet, product reviews, and digital archives of …

[HTML][HTML] Social networking sites, depression, and anxiety: a systematic review

EM Seabrook, ML Kern, NS Rickard - JMIR mental health, 2016 - mental.jmir.org
Background: Social networking sites (SNSs) have become a pervasive part of modern
culture, which may also affect mental health. Objective: The aim of this systematic review …

Highly-visual social media and internalizing symptoms in adolescence: The mediating role of body image concerns

D Marengo, C Longobardi, MA Fabris… - Computers in Human …, 2018 - Elsevier
Highly-visual social media (HVSM), such as Instagram and Snapchat, have experienced a
significant increase in popularity among adolescents in recent years. Findings indicate use …

Motives, frequency and attitudes toward emoji and emoticon use

M Prada, DL Rodrigues, MV Garrido, D Lopes… - Telematics and …, 2018 - Elsevier
Abstract Electronic Mediated Communication (EMC) has become highly prevalent in our
daily lives. Many of the communication formats used in EMC are text-based (eg, instant …

Weather impacts expressed sentiment

P Baylis, N Obradovich, Y Kryvasheyeu, H Chen… - PloS one, 2018 - journals.plos.org
We conduct the largest ever investigation into the relationship between meteorological
conditions and the sentiment of human expressions. To do this, we employ over three and a …

Anonymity vs. familiarity: Self-disclosure and privacy in social virtual reality

D Maloney, S Zamanifard, G Freeman - … of the 26th ACM symposium on …, 2020 - dl.acm.org
Understanding how and why users reveal information about their self in online social spaces
and what they perceive as privacy online is a central research agenda in HCI. Drawing on …