Problematic machine behavior: A systematic literature review of algorithm audits
J Bandy - Proceedings of the acm on human-computer …, 2021 - dl.acm.org
While algorithm audits are growing rapidly in commonality and public importance, relatively
little scholarly work has gone toward synthesizing prior work and strategizing future research …
little scholarly work has gone toward synthesizing prior work and strategizing future research …
Mitigating bias in algorithmic systems—a fish-eye view
Mitigating bias in algorithmic systems is a critical issue drawing attention across
communities within the information and computer sciences. Given the complexity of the …
communities within the information and computer sciences. Given the complexity of the …
Auditing algorithms: Understanding algorithmic systems from the outside in
Algorithms are ubiquitous and critical sources of information online, increasingly acting as
gatekeepers for users accessing or sharing information about virtually any topic, including …
gatekeepers for users accessing or sharing information about virtually any topic, including …
Measuring misinformation in video search platforms: An audit study on YouTube
Search engines are the primary gateways of information. Yet, they do not take into account
the credibility of search results. There is a growing concern that YouTube, the second largest …
the credibility of search results. There is a growing concern that YouTube, the second largest …
Online searches to evaluate misinformation can increase its perceived veracity
Considerable scholarly attention has been paid to understanding belief in online
misinformation,, with a particular focus on social networks. However, the dominant role of …
misinformation,, with a particular focus on social networks. However, the dominant role of …
Building and auditing fair algorithms: A case study in candidate screening
Academics, activists, and regulators are increasingly urging companies to develop and
deploy sociotechnical systems that are fair and unbiased. Achieving this goal, however, is …
deploy sociotechnical systems that are fair and unbiased. Achieving this goal, however, is …
More accounts, fewer links: How algorithmic curation impacts media exposure in Twitter timelines
J Bandy, N Diakopoulos - Proceedings of the ACM on human-computer …, 2021 - dl.acm.org
Algorithmic timeline curation is now an integral part of Twitter's platform, affecting information
exposure for more than 150 million daily active users. Despite its large-scale and high …
exposure for more than 150 million daily active users. Despite its large-scale and high …
Auditing e-commerce platforms for algorithmically curated vaccine misinformation
There is a growing concern that e-commerce platforms are amplifying vaccine-
misinformation. To investigate, we conduct two-sets of algorithmic audits for vaccine …
misinformation. To investigate, we conduct two-sets of algorithmic audits for vaccine …
Evaluation metrics for measuring bias in search engine results
Search engines decide what we see for a given search query. Since many people are
exposed to information through search engines, it is fair to expect that search engines are …
exposed to information through search engines, it is fair to expect that search engines are …
Countering algorithmic bias and disinformation and effectively harnessing the power of AI in media
D Shin, M Hameleers, YJ Park, JN Kim… - Journalism & Mass …, 2022 - journals.sagepub.com
Artificial intelligence (AI) is affecting the daily lives of billions of media users (Wölker &
Powell, 2021). Algorithms are popular and effective tools utilized by companies online, but …
Powell, 2021). Algorithms are popular and effective tools utilized by companies online, but …