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

Author:

Burgess Jean1ORCID,Carah Nicholas2ORCID,Angus Daniel1ORCID,Obeid Abdul1ORCID,Andrejevic Mark3ORCID

Affiliation:

1. Queensland University of Technology, Australia

2. The University of Queensland, Australia

3. Monash University, Australia

Abstract

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 consumer-level explanation of Meta’s advertising model. Drawing on our own walkthroughs of Facebook and Instagram and data from the Australian Ad Observatory, we find the feature falls short in two ways. First, the explanations do not always align with how the system and its audience-building tools are sold to and used by advertisers. Second, the feature is focused narrowly on single ads and individual users, doing nothing to generate understanding of the patterns and sequences of targeted advertising in relation to other users or over time. We propose both platform practices and independent research strategies that could help to fill this gap between individual explanations, population-level patterns of targeted online advertising and the societal issues associated with it.

Publisher

SAGE Publications

Reference36 articles.

1. Discrimination through Optimization

2. Measuring the Facebook Advertising Ecosystem

3. Investigating Ad Transparency Mechanisms in Social Media: A Case Study of Facebook's Explanations

4. Angus D, Obeid A, Burgess J, et al. (2024) Australian ad observatory technical and data report. Available at: https://apo.org.au/node/326310 (accessed 1 May 2024).

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3