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Measurement and analysis of implied identity in ad delivery optimization

https://doi.org/10.1145/3517745.3561450
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/(sici)1520-6793(200003)17:3<235::aid-mar3>3.0.co;2-#openalex-snapshot
Advertising and recruitment: Marketing to minorities
inferredcites →https://doi.org/10.1007/978-3-030-01129-1_3openalex-snapshot
Diversity in Online Advertising: A Case Study of 69 Brands on Social Media
inferredcites →https://doi.org/10.1007/978-3-030-34971-4_6openalex-snapshot
Gender and Racial Diversity in Commercial Brands’ Advertising Images on Social Media
inferredcites →https://doi.org/10.1023/a:1007046204478openalex-snapshot
The Perpetuation of Subtle Prejudice: Race and Gender Imagery in 1990s Television Advertising
inferredcites →https://doi.org/10.1037/a0022530openalex-snapshot
Evidence that gendered wording in job advertisements exists and sustains gender inequality.
inferredcites →https://doi.org/10.1038/s41586-020-2909-1openalex-snapshot
The scales of human mobility
inferredcites →https://doi.org/10.1080/00224540903366552openalex-snapshot
The Effects of Gender Stereotypic and Counter-Stereotypic Textbook Images on Science Performance
inferredcites →https://doi.org/10.1080/10641734.2007.10505204openalex-snapshot
A Six-Decade Study of the Portrayal of African Americans in Business Print Media: Trailing, Mirroring, or Shaping Social Change?
inferredcites →https://doi.org/10.1109/asyu50717.2020.9259802openalex-snapshot
LightFace: A Hybrid Deep Face Recognition Framework
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00813openalex-snapshot
Analyzing and Improving the Image Quality of StyleGAN
inferredcites →https://doi.org/10.1111/j.1559-1816.1973.tb01290.xopenalex-snapshot
Does Sex‐biased Job Advertising “Aid and Abet” Sex Discrimination? 1
inferredcites →https://doi.org/10.1111/j.1559-1816.2004.tb02541.xopenalex-snapshot
Who's Watching the Race? Racial Salience in Recruitment Advertising 1
inferredcites →https://doi.org/10.1111/j.1744-6570.1999.tb00167.xopenalex-snapshot
EFFECTS OF ADVERTISED HUMAN RESOURCE MANAGEMENT PRACTICES ON ATTRACTION OF AFRICAN AMERICAN APPLICANTS
inferredcites →https://doi.org/10.1145/2504730.2504768openalex-snapshot
Best paper -- Follow the money
inferredcites →https://doi.org/10.1145/3131365.3131397openalex-snapshot
If you are not paying for it, you are the product
inferredcites →https://doi.org/10.1145/3359301openalex-snapshot
Discrimination through Optimization
inferredcites →https://doi.org/10.1145/3437963.3441801openalex-snapshot
Ad Delivery Algorithms
inferredcites →https://doi.org/10.1145/3442381.3450077openalex-snapshot
Auditing for Discrimination in Algorithms Delivering Job Ads
inferredcites →https://doi.org/10.1177/0094306118792220llopenalex-snapshot
The Color of Law: A Forgotten History of How Our Government Segregated America
inferredcites →https://doi.org/10.1177/1056492605280239openalex-snapshot
Warning! Diversity Recruitment Could Backfire
inferredcites →https://doi.org/10.1177/107769909707400111openalex-snapshot
Minority Presence and Portrayal in Mainstream Magazine Advertising: An Update
inferredcites →https://doi.org/10.1515/popets-2015-0007openalex-snapshot
Automated Experiments on Ad Privacy Settings
inferredcites →https://doi.org/10.2478/popets-2019-0013openalex-snapshot
Investigating sources of PII used in Facebook’s targeted advertising

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4674573openalex-extracted
#BigTech @Minors: social media algorithms have actionable knowledge about child users and at-risk teens.
inferred← citeshttps://doi.org/10.1002/asi.70114openalex-snapshot
Conceptualizing algorithmic inequality and future agenda. An annual review of information science and technology (ARIST) paper
inferred← citeshttps://doi.org/10.1016/j.tele.2025.102341openalex-snapshot
#BigTech @Minors: social media algorithms have actionable knowledge about child users and at-risk teens
inferred← citeshttps://doi.org/10.1086/736027openalex-snapshot
Gendered Targeting: Do Parties Tailor Their Campaign Ads to Women?
inferred← citeshttps://doi.org/10.1145/3593013.3594115openalex-snapshot
Discrimination through Image Selection by Job Advertisers on Facebook
inferred← citeshttps://doi.org/10.1145/3610209openalex-snapshot
Sociotechnical Audits: Broadening the Algorithm Auditing Lens to Investigate Targeted Advertising
inferred← citeshttps://doi.org/10.1145/3617694.3623248openalex-snapshot
An Epistemic Lens on Algorithmic Fairness
inferred← citeshttps://doi.org/10.1145/3630106.3659041openalex-snapshot
Auditing for Racial Discrimination in the Delivery of Education Ads
inferred← citeshttps://doi.org/10.1145/3646547.3689020openalex-snapshot
Beyond the Guidelines: Assessing Meta's Political Ad Moderation in the EU
inferred← citeshttps://doi.org/10.1145/3686917openalex-snapshot
On the Use of Proxies in Political Ad Targeting
inferred← citeshttps://doi.org/10.1145/3709025.3712206openalex-snapshot
When Anti-Fraud Laws Become a Barrier to Computer Science Research
inferred← citeshttps://doi.org/10.1145/3715275.3732172openalex-snapshot
Auditing for Bias in Ad Delivery Using Inferred Demographic Attributes
inferred← citeshttps://doi.org/10.1145/3730567.3764444openalex-snapshot
From Voice to Ads: Auditing Commercial Smart Speakers for Targeted Advertising based on Voice Characteristics
inferred← citeshttps://doi.org/10.1177/14614448241251796openalex-snapshot
Why Am I Seeing This Ad? The affordances and limits of automated user-level explanation in Meta’s advertising system
inferred← citeshttps://doi.org/10.1177/17456916231186779openalex-snapshot
A Normative Framework for Assessing the Information Curation Algorithms of the Internet
inferred← citeshttps://doi.org/10.4018/979-8-3693-5340-0.ch011openalex-snapshot
AI Caramba!
inferred← citeshttps://doi.org/10.56553/popets-2025-0038openalex-snapshot
How Unique is Whose Web Browser? The role of demographics in browser fingerprinting among US users
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