A framework of high-stakes algorithmic decision-making for the public sector developed through a case study of child-welfare
Algorithms have permeated throughout civil government and society, where they are being
used to make high-stakes decisions about human lives. In this paper, we first develop a …
used to make high-stakes decisions about human lives. In this paper, we first develop a …
Getting Ourselves Together: Data-centered participatory design research & epistemic burden
Data-centered participatory design research projects—wherein researchers collaborate with
community members for the purpose of gathering, generating, or communicating data about …
community members for the purpose of gathering, generating, or communicating data about …
Algorithmic harms in child welfare: Uncertainties in practice, organization, and street-level decision-making
Algorithms in public services such as child welfare, criminal justice, and education are
increasingly being used to make high-stakes decisions about human lives. Drawing upon …
increasingly being used to make high-stakes decisions about human lives. Drawing upon …
“Who is the right homeless client?”: Values in Algorithmic Homelessness Service Provision and Machine Learning Research
Homelessness presents a long-standing problem worldwide. Like other welfare services,
homeless services have gained increased traction in Machine Learning (ML) research …
homeless services have gained increased traction in Machine Learning (ML) research …
[HTML][HTML] Designing digital participatory budgeting platforms: Urban biking activism in Madrid
M Menendez-Blanco, P Bjørn - Computer Supported Cooperative Work …, 2022 - Springer
Civic technologies have the potential to support participation and influence decision-making
in governmental processes. Digital participatory budgeting platforms are examples of civic …
in governmental processes. Digital participatory budgeting platforms are examples of civic …
“It's Everybody's Role to Speak Up... But Not Everyone Will”: Understanding AI Professionals' Perceptions of Accountability for AI Bias Mitigation
In this paper, we investigate the perceptions of AI professionals for their accountability for
mitigating AI bias. Our work is motivated by calls for socially responsible AI development and …
mitigating AI bias. Our work is motivated by calls for socially responsible AI development and …
Human-computer interaction and the future of work
Advances in computing technology, changing policies, and slow crises are rapidly changing
the way we work. Human-computer interaction (HCI) is a critical aspect of these trends, to …
the way we work. Human-computer interaction (HCI) is a critical aspect of these trends, to …
Who has an interest in “Public Interest Technology”?: Critical questions for working with local governments & impacted communities
Local governments use a wide array of software, algorithms, and data systems across
domains such as policing, probation, child protective services, courts, education, public …
domains such as policing, probation, child protective services, courts, education, public …
[图书][B] Insolvent: How to reorient computing for just sustainability
C Becker - 2023 - books.google.com
How we can enact meaningful change in computing to meet the urgent need for
sustainability and justice. The deep entanglement of information technology with our …
sustainability and justice. The deep entanglement of information technology with our …
Mosafely: Building an open-source hcai community to make the internet a safer place for youth
The goal of this one-day workshop is to build an active community of researchers,
practitioners, and policy-makers who are jointly committed to leveraging human-centered …
practitioners, and policy-makers who are jointly committed to leveraging human-centered …