The Participatory Turn in AI Design: Theoretical Foundations and the Current State of Practice

2 October 2023

Papers citing "The Participatory Turn in AI Design: Theoretical Foundations and the Current State of Practice"

32 / 32 papers shown

Title
Fairness Practices in Industry: A Case Study in Machine Learning Teams Building Recommender Systems Jing Nathan Yan Junxiong Wang Jeffrey M. Rzeszotarski Allison Koenecke FaML 81 0 0 26 May 2025
AI Mismatches: Identifying Potential Algorithmic Harms Before AI Development Devansh Saxena Ji-Youn Jung Jodi Forlizzi Kenneth Holstein John Zimmerman 126 2 0 25 Feb 2025
The Cake that is Intelligence and Who Gets to Bake it: An AI Analogy and its Implications for Participation Martin Mundt Anaelia Ovalle Felix Friedrich A Pranav Subarnaduti Paul Manuel Brack Kristian Kersting William Agnew 666 0 0 05 Feb 2025
The Interaction Layer: An Exploration for Co-Designing User-LLM Interactions in Parental Wellbeing Support Systems Sruthi Viswanathan Seray Ibrahim Ravi Shankar Reuben Binns Max Van Kleek Petr Slovák 112 1 0 02 Nov 2024
Going public: the role of public participation approaches in commercial AI labs Lara Groves Aidan Peppin A. Strait Jenny Brennan 59 30 0 16 Jun 2023
Queer In AI: A Case Study in Community-Led Participatory AI AI OrganizersOfQueerin : Anaelia Ovalle Arjun Subramonian Ashwin Singh ... Evyn Dǒng Jackie Kay Manu Saraswat Nikhil Vytla Luke Stark 75 53 0 29 Mar 2023
Perspectives on the Social Impacts of Reinforcement Learning with Human Feedback Gabrielle K. Liu OffRL 105 21 0 06 Mar 2023
Out of One, Many: Using Language Models to Simulate Human Samples Lisa P. Argyle Ethan C. Busby Nancy Fulda Joshua R Gubler Christopher Rytting David Wingate SyDa 98 602 0 14 Sep 2022
Practitioners Versus Users: A Value-Sensitive Evaluation of Current Industrial Recommender System Design Zhilong Chen J. Piao Xiaochong Lan Hancheng Cao Chen Gao Zhicong Lu Yong Li 64 9 0 08 Aug 2022
Imagining new futures beyond predictive systems in child welfare: A qualitative study with impacted stakeholders Logan Stapleton Min Hun Lee Diana Qing Mary-Frances Wright Alexandra Chouldechova Kenneth Holstein Zhiwei Steven Wu Haiyi Zhu 91 57 0 18 May 2022
Sensible AI: Re-imagining Interpretability and Explainability using Sensemaking Theory Harmanpreet Kaur Eytan Adar Eric Gilbert Cliff Lampe 55 61 0 10 May 2022
Symphony: Composing Interactive Interfaces for Machine Learning Alex Bäuerle Ángel Alexander Cabrera Fred Hohman Megan Maher Welsh David Koski Xavier Suau Titus Barik Dominik Moritz 54 56 0 18 Feb 2022
StoryBuddy: A Human-AI Collaborative Chatbot for Parent-Child Interactive Storytelling with Flexible Parental Involvement Zheng Zhang Ying Xu Yanhao Wang Bingsheng Yao Daniel E. Ritchie Tongshuang Wu Mo Yu Dakuo Wang Toby Jia-Jun Li 75 121 0 13 Feb 2022
Accountability in an Algorithmic Society: Relationality, Responsibility, and Robustness in Machine Learning A. Feder Cooper Emanuel Moss Benjamin Laufer Helen Nissenbaum MLAU 74 89 0 10 Feb 2022
Assessing the Fairness of AI Systems: AI Practitioners' Processes, Challenges, and Needs for Support Michael A. Madaio Lisa Egede Hariharan Subramonyam Jennifer Wortman Vaughan Hanna M. Wallach 65 148 0 10 Dec 2021
A Framework of High-Stakes Algorithmic Decision-Making for the Public Sector Developed through a Case Study of Child-Welfare Devansh Saxena Karla A. Badillo-Urquiola Pamela J. Wisniewski Shion Guha 83 90 0 07 Jul 2021
Envisioning Communities: A Participatory Approach Towards AI for Social Good Elizabeth Bondi-Kelly Lily Xu Diana Acosta-Navas J. Killian 71 87 0 04 May 2021
Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus Jesse Dodge Maarten Sap Ana Marasović William Agnew Gabriel Ilharco Dirk Groeneveld Margaret Mitchell Matt Gardner AILaw 122 452 0 18 Apr 2021
NBSearch: Semantic Search and Visual Exploration of Computational Notebooks Xingjun Li Yuanxin Wang Hong Wang Yang-Feng Wang Jian Zhao 40 24 0 02 Feb 2021
Soliciting Stakeholders' Fairness Notions in Child Maltreatment Predictive Systems H. Cheng Logan Stapleton Ruiqi Wang Paige E Bullock Alexandra Chouldechova Zhiwei Steven Wu Haiyi Zhu FaML 56 70 0 01 Feb 2021
Designing AI for Trust and Collaboration in Time-Constrained Medical Decisions: A Sociotechnical Lens Maia L. Jacobs Jeffrey He Melanie F. Pradier Barbara D. Lam Andrew C Ahn T. McCoy R. Perlis Finale Doshi-Velez Krzysztof Z. Gajos 101 148 0 01 Feb 2021
Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness Jessie Finocchiaro R. Maio F. Monachou Gourab K. Patro Manish Raghavan Ana-Andreea Stoica Stratis Tsirtsis FaML 150 60 0 12 Oct 2020
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages W. Nekoto Vukosi Marivate T. Matsila Timi E. Fasubaa T. Kolawole ... A. Olabiyi A. Ramkilowan A. Oktem Adewale Akinfaderin Abdallah Bashir 89 210 0 05 Oct 2020
What If I Don't Like Any Of The Choices? The Limits of Preference Elicitation for Participatory Algorithm Design Samantha Robertson Niloufar Salehi 33 42 0 13 Jul 2020
Participation is not a Design Fix for Machine Learning Mona Sloane Emanuel Moss O. Awomolo Laura Forlano HAI 83 217 0 05 Jul 2020
Principles to Practices for Responsible AI: Closing the Gap Daniel S. Schiff B. Rakova A. Ayesh Anat Fanti M. Lennon 89 89 0 08 Jun 2020
Participatory Problem Formulation for Fairer Machine Learning Through Community Based System Dynamics Donald Martin Vinodkumar Prabhakaran Jill A. Kuhlberg A. Smart William S. Isaac FaML 63 63 0 15 May 2020
Joint Optimization of AI Fairness and Utility: A Human-Centered Approach Yunfeng Zhang Rachel K. E. Bellamy Kush R. Varshney 53 38 0 05 Feb 2020
Questioning the AI: Informing Design Practices for Explainable AI User Experiences Q. V. Liao D. Gruen Sarah Miller 133 725 0 08 Jan 2020
Recent Research Advances on Interactive Machine Learning Liu Jiang Shixia Liu Changjian Chen AI4CE VLM 58 80 0 12 Nov 2018
Mechanism Design for Social Good Rediet Abebe Kira Goldner 62 50 0 21 Oct 2018
A Voting-Based System for Ethical Decision Making Ritesh Noothigattu Snehalkumar Ñeil' S. Gaikwad E. Awad Sohan Dsouza Iyad Rahwan Pradeep Ravikumar Ariel D. Procaccia FaML 49 205 0 20 Sep 2017