Profiling the offline and online risk experiences of youth to develop targeted interventions for online safety
We conducted a study with 173 adolescents (ages 13-21), who self-reported their offline and
online risk experiences and uploaded their Instagram data to our study website to flag …
online risk experiences and uploaded their Instagram data to our study website to flag …
Systemization of Knowledge (SoK): Creating a Research Agenda for Human-Centered Real-Time Risk Detection on Social Media Platforms
Accurate real-time risk identification is vital to protecting social media users from online
harm, which has driven research towards advancements in machine learning (ML). While …
harm, which has driven research towards advancements in machine learning (ML). While …
Sliding into my DMs: Detecting uncomfortable or unsafe sexual risk experiences within Instagram direct messages grounded in the perspective of youth
We collected Instagram data from 150 adolescents (ages 13-21) that included 15,547
private message conversations of which 326 conversations were flagged as sexually risky …
private message conversations of which 326 conversations were flagged as sexually risky …
Getting meta: A multimodal approach for detecting unsafe conversations within instagram direct messages of youth
Instagram, one of the most popular social media platforms among youth, has recently come
under scrutiny for potentially being harmful to the safety and well-being of our younger …
under scrutiny for potentially being harmful to the safety and well-being of our younger …
A human-centered approach to improving adolescent real-time online risk detection algorithms
A Alsoubai - Extended Abstracts of the 2023 CHI Conference on …, 2023 - dl.acm.org
Computational approaches to detect the online risks that the youth encounter have
presented promising potentials to protect them online. However, a major identified trend …
presented promising potentials to protect them online. However, a major identified trend …
To Nudge or Not to Nudge: Co-Designing and Evaluating the Effectiveness of Adolescent Online Safety Nudges
Z Agha - Proceedings of the 22nd Annual ACM Interaction …, 2023 - dl.acm.org
There is growing concern regarding adolescent online risks posed by social media. Prior
work calls for a paradigm shift from restrictive approaches towards strength-based solutions …
work calls for a paradigm shift from restrictive approaches towards strength-based solutions …
Towards Digital Independence: Identifying the Tensions between Autistic Young Adults and Their Support Network When Mediating Social Media
S Cullen, ES Johnson, PJ Wisniewski… - Proceedings of the CHI …, 2024 - dl.acm.org
We conducted an ethnographically-informed study with 28 participants (9 autistic Young
Adults or" YAs" in need of substantial daily support, 6 parents, 13 support staff) to …
Adults or" YAs" in need of substantial daily support, 6 parents, 13 support staff) to …
“It's Not What We Were Trying to Get At, but I Think Maybe It Should Be”: Learning How to Do Trauma-Informed Design with a Data Donation Platform for Online Dating …
A majority of people experience trauma, spurring calls to incorporate trauma-informed
approaches (TIA) from public health and social work into technology design. While …
approaches (TIA) from public health and social work into technology design. While …
Towards Trauma-Informed Data Donation of Sexual Experience in Online Dating to Improve Sexual Risk Detection AI
Sexual risk detection AI has been touted as a scalable solution for computer-mediated
sexual violence. Data donation is a user-centered approach to producing ecologically valid …
sexual violence. Data donation is a user-centered approach to producing ecologically valid …
Towards Resilience and Autonomy-Based Approaches for Adolescents Online Safety
In this position paper, we discuss the paradigm shift that has emerged in the literature,
suggesting to move away from restrictive and authoritarian parental mediation approaches …
suggesting to move away from restrictive and authoritarian parental mediation approaches …