Dear all,
The Call for Papers for ACM FAccT 2022 is now open!
Details can be found at: https://facctconference.org/2022/cfp.html
ACM FAccT solicits work from a wide variety of disciplines, including
computer science, statistics, law, social sciences, the humanities, and
policy, and multidisciplinary scholarships on fairness, accountability
and transparency in computational systems (broadly construed). We
welcome contributions that consider dimensions beyond individual
decisions, including equity and justice in systems, policy, and human
rights.
We welcome submissions in the following areas:
Algorithm Development e.g. Fairness; Interpretable and explainable
models; Causality; Data collection and curation
Data and Algorithm Evaluation e.g. Metrics; Audits; Evaluations, both
quantitative and qualitative
Applications e.g. Natural Language Processing; Computer vision;
Health;Information retrieval; Recommender systems; Programming
languages; Databases
Human Factors e.g. Human-computer interaction; Humans-in-the-loop;
Information visualization; UX design; Community or
participatory-research design
Privacy and Security e.g. Formal approaches; Privacy-preserving models;
Usable privacy and security
Law e.g. Data protection; Non-discrimination; Fair Procedures; Human
Rights; Oversight mechanisms
Policy e.g. Organizational governance; Codes of ethics; models from
historically marginalized perspectives
Historical and Cultural Critiques e.g. Interrogating foundational
concepts; Bridging critical concepts across fields; Historical
perspectives on FAccT issues
Philosophy e.g. Philosophical foundations of machine learning; values in
scientific inquiry; social epistemology; moral, legal and political
philosophy of data and AI
Social Sciences e.g. Algorithms and computing in organizations and
institutions, including education; Social and cultural shaping of
algorithmic phenomena; algorithmic impacts on social phenomena
We especially welcome contributions that incorporate perspectives and
investigations on FAccT that are relevant to or grounded in the
cultures, norms, laws, and/or sociopolitical systems from regions that
are usually not featured prominently at FAccT, which has so far been
composed mainly of North American and European scholarship.
Announcements about our call for tutorials, CRAFT, a doctoral colloquium
and a number of special initiatives to follow soon!
Questions? Contact the Program Co-chairs:
program-chairs@facctconference.org. And stay tuned for updates by
following @facctconference on Twitter or joining the FACCT-ANNOUNCE
listserv.
Paper pre-registration: November 19, 2021
Paper submission: December 3, 2021
Conference: week of June 20, 2022
All deadlines are at 11:59 PM anywhere on earth (AoE) on the given date.
Best wishes,
Deb Raji & Annette Zimmermann
Publicity Co-Chairs
Fairness, Accountability and Transparency conference
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