Sociotechnical Audits: Broadening the Algorithm Auditing Lens to Investigate Targeted Advertising

MS Lam, A Pandit, CH Kalicki, R Gupta… - Proceedings of the …, 2023 - dl.acm.org
Algorithm audits are powerful tools for studying black-box systems without direct knowledge
of their inner workings. While very effective in examining technical components, the method …

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 …

A normative framework for assessing the information curation algorithms of the Internet

D Lazer, B Swire-Thompson… - Perspectives on …, 2024 - journals.sagepub.com
It is critical to understand how algorithms structure the information people see and how
those algorithms support or undermine society's core values. We offer a normative …

Discrimination through Image Selection by Job Advertisers on Facebook

V Nagaraj Rao, A Korolova - Proceedings of the 2023 ACM Conference …, 2023 - dl.acm.org
Targeted advertising platforms are widely used by job advertisers to reach potential
employees; thus issues of discrimination due to targeting that have surfaced have received …

On the Use of Proxies in Political Ad Targeting

P Sapiezynski, L Kaplan, A Mislove… - Proceedings of the ACM …, 2024 - dl.acm.org
Detailed targeting of advertisements has long been one of the core offerings of online
platforms. Unfortunately, malicious advertisers have frequently abused such targeting …

An Epistemic Lens on Algorithmic Fairness

E Edenberg, A Wood - Proceedings of the 3rd ACM Conference on …, 2023 - dl.acm.org
In this position paper, we introduce a new epistemic lens for analyzing algorithmic harm. We
argue that the epistemic lens we propose herein has two key contributions to help reframe …

Auditing for Racial Discrimination in the Delivery of Education Ads

B Imana, A Korolova, J Heidemann - The 2024 ACM Conference on …, 2024 - dl.acm.org
Digital ads on social-media platforms play an important role in shaping access to economic
opportunities. Our work proposes and implements a new third-party auditing method that …

Algorithmic Constitutionalism

O Perez, N Wimer - Ind. J. Global Legal Stud., 2023 - HeinOnline
The increasing encroachment of artificial intelligence (AI) on social life raises various risks to
society, most prominently in the info-spheres created and controlled by Google, Facebook …

A pill of many colors: How reddit users contested and negotiated extremist gender-based “Red-pill” ideologies on reddit

EM Lapan - 2023 - search.proquest.com
This thesis examines discussions (N= 445848 posts and comments) in two Reddit forums
(subreddits) that emerged in response to the anti-feminist, conspiratorial, far-right discourse …

# BigTech@ Minors: Social Media Algorithms Personalize Minors' Content After a Single Session, but Not for Their Protection

M Hilbert, DP Cingel, J Zhang, SL Vigil… - Available at SSRN …, 2023 - papers.ssrn.com
Currently, a series of lawsuits and bills are addressing whether social media companies
should increase their duty of care toward children aged 13 or younger, as well as vulnerable …