Are TikTok algorithms influencing users' self-perceived identities and personal values? A mini review

CG Ionescu, M Licu - Social Sciences, 2023 - mdpi.com
The use of TikTok is more widespread now than ever, and it has a big impact on users' daily
lives, with self-perceived identity and personal values being topics of interest in light of the …

Cruising Queer HCI on the DL: A Literature Review of LGBTQ+ People in HCI

J Taylor, E Simpson, AT Tran, JR Brubaker… - Proceedings of the CHI …, 2024 - dl.acm.org
LGBTQ+ people have received increased attention in HCI research, paralleling a greater
emphasis on social justice in recent years. However, there has not been a systematic review …

Facilitating knowledge construction in informal learning: A study of TikTok scientific, educational videos

H Nguyen, M Diederich - Computers & Education, 2023 - Elsevier
Social media can facilitate informal learning, where individuals engage in phases of
knowledge construction (sharing ideas, exploring dissonances, negotiating, synthesizing …

“I See Me Here”: Mental Health Content, Community, and Algorithmic Curation on TikTok

A Milton, L Ajmani, MA DeVito… - Proceedings of the 2023 …, 2023 - dl.acm.org
Social media platforms are a place where people look for information and social support for
mental health, resulting in both positive and negative effects on users. TikTok has gained …

An initial conceptualization of algorithm responsiveness: Comparing perceptions of algorithms across social media platforms

SH Taylor, M Choi - Social Media+ Society, 2022 - journals.sagepub.com
Human–algorithm interaction has emerged as a pressing area in social media research
because algorithms curate and govern most communication on social media. In the present …

Parenting the TikTok algorithm: An algorithm awareness as process approach to online risks and opportunities

SH Taylor, KSC Brisini - Computers in Human Behavior, 2024 - Elsevier
Teens inhabit an algorithmically curated digital world. Thus, algorithm awareness has
emerged as a critical digital skill for parents of teens to mitigate online risks and maximize …

The lonely algorithm problem: the relationship between algorithmic personalization and social connectedness on TikTok

SH Taylor, YA Chen - Journal of Computer-Mediated …, 2024 - academic.oup.com
Many major social media companies have claimed that their social feed algorithms were
designed to promote relational well-being and enhance social connection. This project …

Content moderation folk theories and perceptions of platform spirit among marginalized social media users

S Mayworm, MA DeVito, D Delmonaco… - ACM Transactions on …, 2024 - dl.acm.org
Social media users create folk theories to help explain how elements of social media
operate. Marginalized social media users face disproportionate content moderation and …

" I Got Flagged for Supposed Bullying, Even Though It Was in Response to Someone Harassing Me About My Disability.": A Study of Blind TikTokers' Content …

Y Lyu, J Cai, A Callis, K Cotter, JM Carroll - Proceedings of the CHI …, 2024 - dl.acm.org
The Human-Computer Interaction (HCI) community has consistently focused on the
experiences of users moderated by social media platforms. Recently, scholars have noticed …

What do we know about algorithmic literacy? The status quo and a research agenda for a growing field

A Oeldorf-Hirsch, G Neubaum - New Media & Society, 2023 - journals.sagepub.com
The increasing role of algorithms shaping our use of communication technology—
particularly on social media—comes with a growth of empirical research attempting to …