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- research-articleNovember 2024
Teen Talk: The Good, the Bad, and the Neutral of Adolescent Social Media Use
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue CSCW2Article No.: 422, Pages 1–35https://doi.org/10.1145/3686961The debate on whether social media has a net positive or negative effect on youth is ongoing. Therefore, we conducted a thematic analysis on 2,061 posts made by 1,038 adolescents aged 15-17 on an online peer-support platform to investigate the ways in ...
- research-articleJuly 2024
It’s Still Complicated: <bold>From Privacy-Invasive Parental Control to Teen-Centric Solutions for Digital Resilience</bold>
IEEE Security and Privacy (IEEE-SEC-PRIVACY), Volume 22, Issue 5Pages 52–62https://doi.org/10.1109/MSEC.2024.3417804We discuss the paradigm shift from restrictive approaches toward resilience-based solutions to promote adolescents’ online safety and well-being. We describe how restrictive strategies induce a tradeoff between teens’ privacy and online safety and present ...
- research-articleJune 2024
Personally Targeted Risk vs. Humor: How Online Risk Perceptions of Youth vs. Third-Party Annotators Differ based on Privately Shared Media on Instagram
IDC '24: Proceedings of the 23rd Annual ACM Interaction Design and Children ConferencePages 1–13https://doi.org/10.1145/3628516.3655799While risk is highly subjective, especially when it comes to the private online interactions of youth, third-party annotations are often performed to identify risky content. Therefore, we conducted a mixed-methods study to examine if, how, and why risk ...
- Work in ProgressMay 2024
From Ideas to Impact: Cracking the Code for Effectively Engaging Teens in Long-Term Online Safety Research
CHI EA '24: Extended Abstracts of the CHI Conference on Human Factors in Computing SystemsArticle No.: 170, Pages 1–7https://doi.org/10.1145/3613905.3650765We solicited feedback from seven teens (aged 15-17) after they served for approximately two years on a Youth Advisory Board (YAB) for online safety. During this program, we engaged with them in various activities, including reviewing our lab’s research ...
- extended-abstractMay 2024
A Case Study on Facilitating a Long-Term Youth Advisory Board to Involve Youth in Adolescent Online Safety Research
CHI EA '24: Extended Abstracts of the CHI Conference on Human Factors in Computing SystemsArticle No.: 499, Pages 1–8https://doi.org/10.1145/3613905.3637121We worked with seven teens (aged 15-17) in a Youth Advisory Board program (YAB) for over a year to involve them in online safety research from reviewing online safety research protocols to co-designing online safety interventions that cater to their ...
- research-articleMay 2024Honorable Mention
Systemization of Knowledge (SoK): Creating a Research Agenda for Human-Centered Real-Time Risk Detection on Social Media Platforms
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 115, Pages 1–21https://doi.org/10.1145/3613904.3642315Accurate 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 strides have been made regarding the computational facets of algorithms for “...
- research-articleMay 2024
Tricky vs. Transparent: Towards an Ecologically Valid and Safe Approach for Evaluating Online Safety Nudges for Teens
- Zainab Agha,
- Jinkyung Park,
- Ruyuan Wan,
- Naima Samreen Ali,
- Yiwei Wang,
- Dominic Difranzo,
- Karla Badillo-Urquiola,
- Pamela J. Wisniewski
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 116, Pages 1–20https://doi.org/10.1145/3613904.3642313HCI research has been at the forefront of designing interventions for protecting teens online; yet, how can we test and evaluate these solutions without endangering the youth we aim to protect? Towards this goal, we conducted focus groups with 20 teens ...
- Work in ProgressMay 2024
Towards a Safer Digital Future: Exploring Stakeholder Perspectives on Creating a Sustainable Youth Online Safety Community
CHI EA '24: Extended Abstracts of the CHI Conference on Human Factors in Computing SystemsArticle No.: 337, Pages 1–10https://doi.org/10.1145/3613905.3651019In this study, we synthesize insights from secondary stakeholders (i.e., IT professionals, teachers, and entrepreneurs) in youth online safety regarding the use of online community platforms to raise awareness, and their effectiveness in sponsoring ...
- research-articleOctober 2023
Teens on Tech: Using an Asynchronous Remote Community to Explore Adolescents' Online Safety Perspectives
CSCW '23 Companion: Companion Publication of the 2023 Conference on Computer Supported Cooperative Work and Social ComputingPages 45–49https://doi.org/10.1145/3584931.3606967As part of a Youth Advisory Board of teens (YAB), a longitudinal and interactive program to engage with teens for adolescent online safety research, we used an Asynchronous Remote Community (ARC) method with seven teens to explore their social media ...
- research-articleOctober 2023
Co-Designing User Personas and Risk Scenarios for Evaluating Adolescent Online Safety Interventions
CSCW '23 Companion: Companion Publication of the 2023 Conference on Computer Supported Cooperative Work and Social ComputingPages 249–253https://doi.org/10.1145/3584931.3606964Adolescent online safety research has largely focused on designing interventions for teens, with few evaluations that provide effective online safety solutions. It is challenging to evaluate such solutions without simulating an environment that mimics ...
- research-articleApril 2023
Misinformation Detection Algorithms and Fairness across Political Ideologies: The Impact of Article Level Labeling
WebSci '23: Proceedings of the 15th ACM Web Science Conference 2023Pages 107–116https://doi.org/10.1145/3578503.3583617Multiple recent efforts have used large-scale data and computational models to automatically detect misinformation in online news articles. Given the potential impact of misinformation on democracy, many of these efforts have also used the political ...
- research-articleApril 2023
Towards Automated Detection of Risky Images Shared by Youth on Social Media
WWW '23 Companion: Companion Proceedings of the ACM Web Conference 2023Pages 1348–1357https://doi.org/10.1145/3543873.3587607With the growing ubiquity of the Internet and access to media-based social media platforms, the risks associated with media content sharing on social media and the need for safety measures against such risks have grown paramount. At the same time, risk ...