The ACM Journal on Responsible Computing (JRC) will publish high-quality original research at the intersection of computing, ethics, information, law, policy, responsible innovation, and social responsibility from a wide range of convergent, interdisciplinary, multidisciplinary, and transdisciplinary perspectives. systems develop in relation to racism and anti-blackness? Other support for diversity, equity and inclusion at FAcct 2022 will be announced. It will help the Area Chairs and Program Chairs decide whether to accept the submissions. Association tion, pages 208-213, Barcelona (online). Although machine learning models can sometimes achieve impressive Formulating data science problems is an uncertain and difficult process. In case you are not sure Note: If you feel that your confidence rating is likely to be a 1 at the end of a review due to your lack of expertise in the given subject area, you should notify the Track Chair as early as possible in the process. insufficiently addressed issues in computing such as: How do algorithmic The growing volume of digital data stimulates the adoption of recommender systems in different socioeconomic domains, including news industries. And stay tuned for updates by following @facctconference on Twitter or joining the FACCT-ANNOUNCE listserv. SIGN IN Get Alerts for this Conference Save to Binder Export Citation Next Conference FAccT '23 Sponsor: Providing thorough peer reviews/cross-reviews for the authors to. Rich subgroup fairness picks a statistical fairness constraint (say, Computer vision and other biometrics data science applications have commenced a new project of profiling people. For Track Chairs and Program Chairs, it provides a basis for decision-making about a submission. accepted. In a very limited number of cases where an otherwise excellent paper requires a significant but actionable revision, Program Chairs can select such submissions for shepherding. AI ethics research conference suspends Google sponsorship (September 2022) This article relies excessively on references to primary sources. Recent work has revealed that major automatic speech recognition (ASR) systems such as Apple, Amazon, Google, IBM, and Microsoft perform much more poorly for Black U.S. speakers than for white U.S. speakers. What constitutes a "fair" allocation of the items among them? ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT). However, in this work, we show that removing spurious features Training and evaluation of fair classifiers is a challenging problem. This will allow us to find an alternate reviewer who will be better able to assess the submission. FAccT papers naturally differ in style and focus from the work featured at other venues. This flagship conference is generally considered the most prestigious in the field of HCI and attracts thousands of international attendees annually. IL , Please provide an Overall Score for each submission on a scale from -3 to 3. ACM FAccT is committed to ensuring that no body is unable to present their work at the in-person conference due to resource constraints, and as such there is a substantial travel scholarship fund available to support in-person attendance. Instead, meanings range from typical or characteristic, to a proportionate match between sample and population, to a more Government agencies are embracing machine learning to support a variety of resource allocation decisions. ACM FAccT Conference to explore latest research on fairness and ethics Questions? https://eur-lex.europa.eu/eli/reg/2016/679/oj T. Kamishima, P.-N. Schwab, and M. D. Ekstrand. They should be respected and taken into account, but their comments should not be confused with the peer review. Important Dates. Pre-registration only requires that you "save a draft" of your submission. Recent research taking issue with such opacity has proposed standardized processes for dataset documentation. FACCT-ANNOUNCE Archives ACM FAcct Announcements: [email protected]: LISTSERV Archives: FACCT-ANNOUNCE Home: Log In: Register: Subscribe or Unsubscribe: Search Archives: Options: Use Forum View Use Monospaced Font Show Text Part by Default Show All Mail Headers: Message: building, analysis, and practical impact alongside psychological, ACM CONFERENCE SHOWCASES RESEARCH ON FAIRNESS, - GlobeNewswire News Room For media inquiries, please contact [email protected]; all submissions will have the same page length requirements and will be Papers that are neither in ACM format nor follow the simplified Authors are required to pre-register their papers through the submission site by submitting a tentative title and abstract and specifying their submission area(s) by December 15, 2021. gender/LGBTQ studies, postcolonial studies, indigenous studies, racial This paper argues for more caution with the use of counterfactuals when the facts to be Subset selection algorithms are ubiquitous in AI-driven applications, including, online recruiting portals and image search engines, so it is imperative that these tools are not discriminatory on the basis of protected attributes such as gender or race. previous years.) We strongly recommend that authors also read it to familiarize themselves with the reviewing process. Access to proprietary data in A/B/n testing has been adopted by many technology companies as a data-driven approach to product design and optimization. New York, NY, Feb. 25, 2021 (GLOBE NEWSWIRE) -- The 2021 ACM Conference on Fairness, Accountability and Transparency (ACM FAccT), to be held virtually from March 3-10, brings together. social, and institutional analyses. FAccT papers naturally differ in style and focus from the work featured at other venues. However, Area Chairs and Program Chairs need to understand both the strengths and the weaknesses in order to make an informed decision. Authors will upload videos to their preferred cloud drive service and share publicly accessible links for each video with the conference organizers. practices, and policies. 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). As of May 9, about 65% of registrations include in-person attendance. To this end, decisions are made. Your overall assessment should reflect on whether you believe the paper merits acceptance except for minor revisions. Prezi guidelines for accessible presentations, Microsoft guidelines on making Powerpoint slides accessible. In cases where the Program Chairs (PC) have concerns about To receive news about ACM FAccT, follow @facctconference on the review process to rapidly respond to queries from the PC regarding Our event management team will then upload them to YouTube, and the Hopin platform. ACM FAT* papers naturally differ in style and focus from the work featured at other venues. Conference: 12-15 June 2022 Chicago, IL. Authors must omit their names and affiliations from submissions, and avoid obvious identifying statements. references . USA, Front matter (Title, Copyright, Contents, Welcome from General Chairs, Welcome from the Program Chairs), FAccT '23: 2022 ACM Conference on Fairness, Accountability, and Transparency, Model Reconstruction from Model Explanations, Actionable Recourse in Linear Classification, Efficient Search for Diverse Coherent Explanations, On Human Predictions with Explanations and Predictions of Machine Learning Models: A Case Study on Deception Detection, 50 Years of Test (Un)fairness: Lessons for Machine Learning, Fairness and Abstraction in Sociotechnical Systems, Clear Sanctions, Vague Rewards: How China's Social Credit System Currently Defines "Good" and "Bad" Behavior, A Taxonomy of Ethical Tensions in Inferring Mental Health States from Social Media, Dissecting Racial Bias in an Algorithm that Guides Health Decisions for 70 Million People, Disparate Interactions: An Algorithm-in-the-Loop Analysis of Fairness in Risk Assessments, An Empirical Study of Rich Subgroup Fairness for Machine Learning, The Profiling Potential of Computer Vision and the Challenge of Computational Empiricism, Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting, Equality of Voice: Towards Fair Representation in Crowdsourced Top-K Recommendations, Analyzing Biases in Perception of Truth in News Stories and Their Implications for Fact Checking, On Microtargeting Socially Divisive Ads: A Case Study of Russia-Linked Ad Campaigns on Facebook, SIREN: A Simulation Framework for Understanding the Effects of Recommender Systems in Online News Environments, Controlling Polarization in Personalization: An Algorithmic Framework, Fair Algorithms for Learning in Allocation Problems, Fair Allocation through Competitive Equilibrium from Generic Incomes, A Moral Framework for Understanding Fair ML through Economic Models of Equality of Opportunity, Beyond Open vs. Closed: Balancing Individual Privacy and Public Accountability in Data Sharing, Who's the Guinea Pig? Bedrock concepts in computer science---such China's Social Credit System (SCS, or shehui xinyong tixi) is expected to become the first digitally-implemented nationwide scoring system with the purpose to rate the behavior of citizens, companies, and other entities. USA, Front matter (Title, Copyright, Welcome from the General Chairs, Welcome from the Program Chairs, Contents), FAccT '23: 2022 ACM Conference on Fairness, Accountability, and Transparency, Black Feminist Musings on Algorithmic Oppression, Price Discrimination with Fairness Constraints, Fairness Violations and Mitigation under Covariate Shift, Reasons, Values, Stakeholders: A Philosophical Framework for Explainable Artificial Intelligence, Allocating Opportunities in a Dynamic Model of Intergenerational Mobility, Corporate Social Responsibility via Multi-Armed Bandits, Biases in Generative Art: A Causal Look from the Lens of Art History, Designing an Online Infrastructure for Collecting AI Data From People With Disabilities, Fifty Shades of Grey: In Praise of a Nuanced Approach Towards Trustworthy Design, Representativeness in Statistics, Politics, and Machine Learning, The Distributive Effects of Risk Prediction in Environmental Compliance: Algorithmic Design, Environmental Justice, and Public Policy, Computer Science Communities: Who is Speaking, and Who is Listening to the Women? usability and accessibility as well as support the longevity of ACM Online proceedings sessions will take place between 2100 and 0200 KST (TBC). transparency in computational systems, including critical approaches It is not fair to dismiss any submission without having thoroughly read it. formal proceedings. Papers may also be formatted simply in two-column asked to prepare an optional, brief explanation of how their work aligns Authors are not required or expected to submit a response. We consider your role as program chairs, track chairs and program committee members as essential in seeing to it that the community and the ACM FAT* conference grow to be mature, rigorous, and exciting. Claims are well supported by theoretical analysis, evidence, argument, and/or experimental results. These systems filter, sort, score, recommend, personalize, and otherwise shape human experience, increasingly making or informing decisions with major impact on access to, e.g., credit, insurance, healthcare, parole, social security, and immigration. Related papers: Procedural Justice Framework for AI, Dynamic Resource Allocation for Community Service, Fair Smart Community Service My past projects investigated human-robot interaction. and justice in systems, policy, and pedagogy. Take your job seriously and be fair. learnings from this optional experiment to guide FAccT conference work (September 2022) ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT, formerly known as ACM FAT*) is a peer-reviewed academic conference series about ethics and computing systems. under review at a journal, but which have not yet been published in that The research has significance and insights relevant to practitioners, policy makers, or those beyond academia. June 12-15, 2023 in Chicago, USA. These works may be submitted as-is or in an extended papers will be reviewed by experts on the topic, from disciplines as To aid Please provide an Overall Score for each submission. Author responses: After receiving reviews, authors will have a brief period to offer responses to the reviews. papers will be released prior to the conference. Werbach K Panopticon Reborn: Social Credit as Regulation for the Age of AI. technical soundness. Videos will also be archived on the FAccT YouTube channel after the conference. Upon acceptance, the titles, authorship, and abstracts of accepted papers will be released prior to the conference. Papers got accepted to ACM CCS, IEEE ICC, IEEE CNS, IEEE Milcom, and. opens. The second ensures that we are rigorous in our assessment, transparent in our decision-making, and investing in future submissions to ACM FAT* or associated conferences. We recommend using 16:9 Aspect Ratio, and minimum 1080p resolution. research for approval by each authors institutional ethics review body New York, NY, June 15, 2022 - The 2022 ACM Conference on Fairness, Accountability and Transparency (ACM FAccT) will be held online and in-person in Seoul, South Korea from June 21-24 2022. Authors are encouraged to reflect on these guidelines in shaping study design, analysis, and dissemination. It can be tempting to comment only on the weaknesses. towards more ethical computing scholarship in future years. Area chairs will be listed on the FAccT website prior to the paper submission deadline. Be professional and listen to the other reviewers, but do not give in to undue influence. submission area(s) by Sept 30. It can be tempting to comment only on the weaknesses, however, Area Chairs and Program Chairs need to understand both the strengths and the weaknesses in order to make an informed decision. register for, (virtually) attend, and present the work at the conference The Review of Economic Studies, 68(1):205--229, 2001. However, there has been AI technology offers opportunities to expand virtual and physical access for people with disabilities. (IRB) may be necessary in some cases, but by itself may not be loans or police officers) amongst several groups, in order to maximize some objective (e.g. authors will be examined by PC Chairs on a case-by-case basis. effort by your area selections and the abstract of your paper. present their work at the FAccT 2021 conference, regardless of whether With these considerations in mind, the Organizing Committee has decided on the following format: For each paper, authors must upload *two* pre-recorded video presentations. ACM Conference Showcases Research on Fairness, Accountability and Copyright 2023 ACM, Inc. FAccT '21: Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency, FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Chicago , Weve marked the sections of this document with . May 8-13, 2021 Yokohama, Japan May 8-13, 2021 Online Virtual Conference . from a wide variety of disciplines, including computer science, What Do Acceptance Rates Really Mean? | CollegeVine Blog When consequential decisions are informed by algorithmic input, individuals may feel compelled to alter their behavior in order to gain a system's approval. context but not reduce a submission's chance of acceptance. If this happens, please do not divulge the identities to anyone, but do tell the Track Chair that this has happened and make a note of this in the Confidential Comments to Program Chairs text field when you submit your review. Authors will be asked to select one or more of the above areas when they register their submissions. One should be 3-4 minutes long. Optionally, authors can upload supplementary materials (e.g., Each paper will be peer reviewed by 3 reviewers of the own subdiscipline of the paper, and those papers that match a threshold in terms of high quality will subsequently be reviewed by one reviewer from a different discipline (a "cross-disciplinary review"): Peer reviews have different objectives from cross-disciplinary reviews, as the latter will not check the methodological integrity of the paper but the extent to which it takes into account the assumptions and/or implications that regard the other discipline. The submission adequately informs the reader about the research. choose the archival or non-archival option. Chi - Acm Sigchi ACM FAccT uses a mutually anonymous review process. Note Author responses: After receiving reviews, authors will have a brief period to offer responses to the reviews. Please be diligent about avoiding comments regarding English style or grammar that may be interpreted as implying the author is "foreign" or "non-native". We formally show that through our conceptual mapping, many existing Data too sensitive to be "open" for analysis and re-purposing typically remains "closed" as proprietary information. Try not be that reviewer! Such submissions violate our dual submission policy and will be removed from submission. The work is a novel combination of well-known research. subscribe to community norms. ACM FAccT 2022 Call For Papers Humanising Machine Intelligence Please provide a Confidence Score between 1 and 5 for each submission, which concerns the level of confidence you have in your own expertise regarding the topic of the submission. . Lilly Irani, University of California, San Diego, Sampath Kannan, University of Pennsylvania. FAccT22 is the first FAccT to run with both online and in-person components. Research challenges are not limited to technological solutions regarding potential bias, but include the question of whether decisions should be outsourced to data- and code-driven computing systems. not submit papers that are identical, or substantially similar to websites or apps), or (2) rely on sensitive user data (e.g., social Upon acceptance, the titles, authorship, and abstracts of accepted papers will be released. Switching from archival to non-archival option after submission is discouraged, but justified requests from authors will be examined by PC Chairs on a case-by-case basis. Automated systems for detecting harmful social media content are afflicted by a variety of biases, some of which originate in their training datasets. There are three main exceptions to this rule: Please contact [email protected] for any Upon acceptance, the titles, authorship, and abstracts of accepted papers will be released prior to the conference. FAccT 2021 Conference on Fairness, Accountability and Transparency the same reviewing rubric as all papers. The author responses are intended to allow the authors to concisely identify perceived mistakes of fact or reasoning in the reviews that foundationally affect the assessment about their work. The purpose of the shorter video is to increase engagement in your work. Should authors find extraordinary errors or equity Think about the times when you received an unfair, unjustified, short, or dismissive review. option after submission is discouraged but justified requests from New York, NY, February 25, 2021 - The 2021 ACM Conference on Fairness, Accountability and Transparency (ACM FAccT) , to be held virtually from March 3-10, brings together researchers and practitioners interested in fairness, accountability, and transparency in socio-technical systems.