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 …
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 …
Ms. Categorized: Gender, notability, and inequality on Wikipedia
F Tripodi - New media & society, 2023 - journals.sagepub.com
Gender is one of the most pervasive and insidious forms of inequality. For example, English-
language Wikipedia contains more than 1.5 million biographies about notable writers …
language Wikipedia contains more than 1.5 million biographies about notable writers …
Auditing partisan audience bias within google search
There is a growing consensus that online platforms have a systematic influence on the
democratic process. However, research beyond social media is limited. In this paper, we …
democratic process. However, research beyond social media is limited. In this paper, we …
A total error framework for digital traces of human behavior on online platforms
People's activities and opinions recorded as digital traces online, especially on social media
and other web-based platforms, offer increasingly informative pictures of the public. They …
and other web-based platforms, offer increasingly informative pictures of the public. They …
The dimensions of data labor: A road map for researchers, activists, and policymakers to empower data producers
Many recent technological advances (eg ChatGPT and search engines) are possible only
because of massive amounts of user-generated data produced through user interactions …
because of massive amounts of user-generated data produced through user interactions …
Are large language models a threat to digital public goods? evidence from activity on stack overflow
M del Rio-Chanona, N Laurentsyeva… - ar** attention to news information
This paper presents an algorithm audit of the Google Top Stories box, a prominent
component of search engine results and powerful driver of traffic to news publishers. As …
component of search engine results and powerful driver of traffic to news publishers. As …
Auditing the personalization and composition of politically-related search engine results pages
Search engines are a primary means through which people obtain information in today» s
connected world. Yet, apart from the search engine companies themselves, little is known …
connected world. Yet, apart from the search engine companies themselves, little is known …
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 …