Why Am I Seeing This Ad? The affordances and limits of automated user-level explanation in Meta's advertising system

J Burgess, N Carah, D Angus, A Obeid… - New Media & …, 2024 - journals.sagepub.com
Against the backdrop of calls for greater platform transparency, this exploratory article
investigates Meta's 'Why Am I Seeing This Ad'(WAIST) feature, which is positioned as a …

User perceptions and experiences of targeted ads on social media platforms: Learning from bangladesh and india

T Sharma, S Kaushik, Y Yu, SI Ahmed… - Proceedings of the 2023 …, 2023 - dl.acm.org
While people's perceptions of targeted ads have been studied extensively from a Western
perspective (eg, North America, Europe), we know little about users' perceptions in the …

Less is not more: Improving findability and actionability of privacy controls for online behavioral advertising

J Im, R Wang, W Lyu, N Cook, H Habib… - Proceedings of the …, 2023 - dl.acm.org
Tech companies that rely on ads for business argue that users have control over their data
via ad privacy settings. However, these ad settings are often hidden. This work aims to …

Youths' Perceptions of Data Collection in Online Advertising and Social Media

C Goray, S Schoenebeck - Proceedings of the ACM on Human …, 2022 - dl.acm.org
This project illuminates what data youth believe online advertisers and social media
companies collect about them. We situate these findings within the context of current …

When and Why Do People Want Ad Targeting Explanations? Evidence from a Four-Week, Mixed-Methods Field Study

HPH Lee, J Logas, S Yang, Z Li… - … IEEE Symposium on …, 2023 - ieeexplore.ieee.org
Many people are concerned about how their personal data is used for online behavioral
advertising (OBA). Ad targeting explanations have been proposed as a way to reduce this …

Mapping the Design Space of Teachable Social Media Feed Experiences

KJK Feng, X Koo, L Tan, A Bruckman… - Proceedings of the CHI …, 2024 - dl.acm.org
Social media feeds are deeply personal spaces that reflect individual values and
preferences. However, top-down, platform-wide content algorithms can reduce users' sense …

What does it mean to be creepy? Responses to visualizations of personal browsing activity, online tracking, and targeted ads

N Reitinger, B Wen, M Mazurek… - Proceedings on Privacy …, 2024 - petsymposium.org
Internet companies routinely follow users around the web, building profiles for ad targeting
based on inferred attributes. Prior work has shown that these practices, generally, are …

[HTML][HTML] Google knows me too well! Coping with perceived surveillance in an algorithmic profiling context

D Zhang, J Strycharz, SC Boerman, T Araujo… - Computers in Human …, 2025 - Elsevier
Enabled by ubiquitous dataveillance practices, corporations try to construct accurate
algorithmic profiles of their users for various purposes, such as personalized advertising. In …

Through the Looking-Glass: Transparency Implications and Challenges in Enterprise AI Knowledge Systems

K Cortiñas-Lorenzo, S Lindley, I Larsen-Ledet… - arXiv preprint arXiv …, 2024 - arxiv.org
Knowledge can't be disentangled from people. As AI knowledge systems mine vast volumes
of work-related data, the knowledge that's being extracted and surfaced is intrinsically linked …

Defining" Broken": User Experiences and Remediation Tactics When {Ad-Blocking} or {Tracking-Protection} Tools Break a {Website's} User Experience

A Nisenoff, A Borem, M Pickering, G Nakanishi… - 32nd USENIX Security …, 2023 - usenix.org
To counteract the ads and third-party tracking ubiquitous on the web, users turn to blocking
tools—ad-blocking and tracking-protection browser extensions and built-in features …