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 …
[HTML][HTML] Deep learning in electron microscopy
JM Ede - Machine Learning: Science and Technology, 2021 - iopscience.iop.org
Deep learning is transforming most areas of science and technology, including electron
microscopy. This review paper offers a practical perspective aimed at developers with …
microscopy. This review paper offers a practical perspective aimed at developers with …
An unexpectedly large count of trees in the West African Sahara and Sahel
A large proportion of dryland trees and shrubs (hereafter referred to collectively as trees)
grow in isolation, without canopy closure. These non-forest trees have a crucial role in …
grow in isolation, without canopy closure. These non-forest trees have a crucial role in …
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 joint-prediction of multi-forward-step battery SOC using LSTM neural networks and multiple linear regression for real-world electric vehicles
Prediction of state of charge (SOC) is critical to the reliability and durability of battery systems
in electric vehicles. The existing techniques are mostly model-based SOC estimation using …
in electric vehicles. The existing techniques are mostly model-based SOC estimation using …
Understanding account deletion and relevant dark patterns on social media
B Schaffner, NA Lingareddy, M Chetty - … of the ACM on Human-Computer …, 2022 - dl.acm.org
Social media users may wish to delete their accounts, but it is unclear if this process is easy
to complete or if users understand what happens to their account data after deletion …
to complete or if users understand what happens to their account data after deletion …
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 …
Data leverage: A framework for empowering the public in its relationship with technology companies
Many powerful computing technologies rely on implicit and explicit data contributions from
the public. This dependency suggests a potential source of leverage for the public in its …
the public. This dependency suggests a potential source of leverage for the public in its …
Auditing news curation systems: A case study examining algorithmic and editorial logic in Apple News
J Bandy, N Diakopoulos - Proceedings of the International AAAI Conference …, 2020 - aaai.org
This work presents an audit study of Apple News as a sociotechnical news curation system
that exercises gatekeeping power in the media. We examine the mechanisms behind Apple …
that exercises gatekeeping power in the media. We examine the mechanisms behind Apple …