Self-presentation in social media: Review and research opportunities

EEHEE Hollenbaugh - Review of communication research, 2021 - rcommunicationr.org
This paper reviews existing research on self-presentation in social media in order to inform
future research. Social media offer seemingly limitless opportunities for strategic self …

Conceptualizing digital stress in adolescents and young adults: Toward the development of an empirically based model

RG Steele, JA Hall, JL Christofferson - Clinical Child and Family …, 2020 - Springer
Existing literature provides a complicated picture of the relationship between digital media
use and psychological outcomes. Both correlational and some experimental studies suggest …

[HTML][HTML] Why do people spread false information online? The effects of message and viewer characteristics on self-reported likelihood of sharing social media …

T Buchanan - Plos one, 2020 - journals.plos.org
Individuals who encounter false information on social media may actively spread it further,
by sharing or otherwise engaging with it. Much of the spread of disinformation can thus be …

The media inequality: Comparing the initial human-human and human-AI social interactions

Y Mou, K Xu - Computers in Human Behavior, 2017 - Elsevier
As human-machine communication has yet to become prevalent, the rules of interactions
between human and intelligent machines need to be explored. This study aims to …

Beyond binary labels: political ideology prediction of twitter users

D Preoţiuc-Pietro, Y Liu, D Hopkins… - Proceedings of the 55th …, 2017 - aclanthology.org
Automatic political orientation prediction from social media posts has to date proven
successful only in distinguishing between publicly declared liberals and conservatives in the …

Analyzing personality through social media profile picture choice

L Liu, D Preotiuc-Pietro, ZR Samani… - Proceedings of the …, 2016 - ojs.aaai.org
The content of images users post to their social media is driven in part by personality. In this
study, we analyze how Twitter profile images vary with the personality of the users posting …

Spreading disinformation on facebook: Do trust in message source, risk propensity, or personality affect the organic reach of “fake news”?

T Buchanan, V Benson - Social media+ society, 2019 - journals.sagepub.com
There is considerable concern about the propagation of disinformation through social
media, particularly for political purposes.“Organic reach” has been found to be important in …

Impression management strategies on enterprise social media platforms: An affordance perspective

Y Sun, S Fang, ZJ Zhang - International Journal of Information Management, 2021 - Elsevier
Abstract Enterprise Social Media Platforms (ESMPs) are arenas for self-presentation where
employees construct, co-create, and maintain an online image among their colleagues. This …

Predicting user behavior in electronic markets based on personality-mining in large online social networks: A personality-based product recommender framework

R Buettner - Electronic Markets, 2017 - Springer
Determining a user's preferences is an important condition for effectively operating
automatic recommendation systems. Since personality theory claims that a user's …

Psychometric and validity issues in machine learning approaches to personality assessment: A focus on social media text mining

L Tay, SE Woo, L Hickman… - European Journal of …, 2020 - journals.sagepub.com
In the age of big data, substantial research is now moving toward using digital footprints like
social media text data to assess personality. Nevertheless, there are concerns and …