SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Human-Centered Approaches to Fair and Responsible AI
16 references·8 citing·53 second hopsampled
Human-Centered Approaches to Fair and Responsible AI (2020)Human-Centered Approaches to Fair and Res…WeBuildAI (2019)WeBuildAIProcedural Justice in Algorithmic Fairness (2019)Procedural Justice in Algorit…Improving Fairness in Machine Learning Systems (2019)Improving Fairness in Machine…Human Decision Making with Machine Assistance (2019)Human Decision Making with Ma…Disparate Interactions (2019)Disparate InteractionsValue-Sensitive Algorithm Design (2018)Value-Sensitive Algorithm Des…Understanding perception of algorithmic decisions: Fairness, trust, and emotion in response to algorithmic management (2018)Understanding perception of a…The Measure and Mismeasure of Fairness (2018)The Measure and Mismeasure of…Human Perceptions of Fairness in Algorithmic Decision Making (2018)Human Perceptions of Fairness…Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making (2018)Fairness and Accountability D…A Qualitative Exploration of Perceptions of Algorithmic Fairness (2018)A Qualitative Exploration of …'It's Reducing a Human Being to a Percentage'; Perceptions of Justice in Algorithmic Decisions (2018)'It's Reducing a Human Being …'It's Reducing a Human Being to a Percentage' (2018)'It's Reducing a Human Being …Algorithmic Mediation in Group Decisions (2017)Algorithmic Mediation in Grou…Working with Machines (2015)Working with MachinesThe politics of ‘platforms’ (2010)The politics of ‘platforms’A Systematic Literature Review on Equity and Technology in HCI and Fairness: Navigating the Complexities and Nuances of Equity Research (2025)A Systematic Literature Revie…Making Data Work Count (2024)Making Data Work CountImplications of Regulations on the Use of AI and Generative AI for Human-Centered Responsible Artificial Intelligence (2024)Implications of Regulations o…Human-Centered Responsible Artificial Intelligence: Current & Future Trends (2023)Human-Centered Responsible Ar…Responsible Language Technologies: Foreseeing and Mitigating Harms (2022)Responsible Language Technolo…Human-centered artificial intelligence for the public sector: The gate keeping role of the public procurement professional (2022)Human-centered artificial int…Enhancing Artificial Intelligence Control Mechanisms: Current Practices, Real Life Applications and Future Views (2022)Enhancing Artificial Intellig…Dimensions of Diversity in Human Perceptions of Algorithmic Fairness (2022)Dimensions of Diversity in Hu…Qualitative evaluation and research methods (1990)Qualitative evaluation and research methods (1990)Basics of Qualitative Research: Grounded Theory Procedures and Techniques. (1992)Platform-Capital’s ‘App-etite’ for Control: A Labour Process Analysis of Food-Delivery Work in Australia (2019)Dependence and precarity in the platform economy (2020)Algorithmic management in a work context (2021)Cultural boundaries of science: Credibility on the line (1999)Blogs, Wikipedia, Second Life, and beyond: from production to produsage (2009)#Gamergate and The Fappening: How Reddit’s algorithm, governance, and culture support toxic technocultures (2015)Algorithmic Labor and Information Asymmetries: A Case Study of Uber’s Drivers (2016)Platform capitalism: The intermediation and capitalisation of digital economic circulation (2017)The Wealth of Networks (2017)Fairness through awareness (2012)Big Data's Disparate Impact (2014)Do Artifacts Have Politics? (2017)Co-Designing Checklists to Understand Organizational Challenges and Opportunities around Fairness in AI (2020)AI adoption and diffusion in public administration: A systematic literature review and future research agenda (2022)Towards a standard for identifying and managing bias in artificial intelligence (2022)Motivation through the design of work: test of a theory (1976)Basics of qualitative research (1990)Trust in Automation: Designing for Appropriate Reliance (2004)Rise of Machine Agency: A Framework for Studying the Psychology of Human–AI Interaction (HAII) (2019)In AI we trust? Perceptions about automated decision-making by artificial intelligence (2020)Algorithmic Bias in Education (2021)Dilemmas in a general theory of planning (1973)The Commitment-Trust Theory of Relationship Marketing (1994)A General Inductive Approach for Analyzing Qualitative Evaluation Data (2006)How to Evaluate Trust in AI-Assisted Decision Making? A Survey of Empirical Methodologies (2021)How can we manage biases in artificial intelligence systems – A systematic literature review (2023)Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)The ethics of algorithms: key problems and solutions (2021)Algorithmic fairness in education (2022)Transparency and accountability in AI systems: safeguarding wellbeing in the age of algorithmic decision-making (2024)Algorithm Aversion: People Erroneously Avoid Algorithms after Seeing Them Err (2014)How the machine ‘thinks’: Understanding opacity in machine learning algorithms (2016)Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy (2016)Designing for human rights in AI (2020)Factors Influencing Perceived Fairness in Algorithmic Decision-Making (2020)Demarginalizing the Intersection of Race and Sex: A Black Feminist Critique of Antidiscrimination Doctrine, Feminist Theory, and Antiracist Politics (1998)Strictly Proper Scoring Rules, Prediction, and Estimation (2007)Demarginalizing the Intersection of Race and Sex: A Black Feminist Critique of Antidiscrimination Doctrine, Feminist Theory, and Antiracist Politics [1989] (2018)Discrimination through Optimization (2019)Algorithmic bias: Senses, sources, solutions (2021)Trustworthy AI: A Computational Perspective (2022)Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)Algorithmic bias: review, synthesis, and future research directions (2021)Taxonomy of Risks posed by Language Models (2022)Fairness and Bias in Artificial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies (2023)The Social Psychology of Procedural Justice (1988)Justice at the millennium: A meta-analytic review of 25 years of organizational justice research. (2001)Likert scales, levels of measurement and the “laws” of statistics (2010)The Principles and Limits of Algorithm-in-the-Loop Decision Making (2019)Trustworthy Artificial Intelligence: A Review (2022)
this work references cited by second hop· second hop is a sample of the most-cited connections

References

  • 2010The politics of ‘platforms’2,508 cited
  • 2018Understanding perception of algorithmic decisions: Fairness, trust, and emotion in response to algorithmic management1,334 cited
  • 2015Working with Machines820 cited
  • 2019Improving Fairness in Machine Learning Systems776 cited
  • 2018'It's Reducing a Human Being to a Percentage'690 cited
  • 2018Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making491 cited
  • 2018The Measure and Mismeasure of Fairness445 cited
  • 2019Disparate Interactions275 cited
  • 2018A Qualitative Exploration of Perceptions of Algorithmic Fairness238 cited
  • 2018Value-Sensitive Algorithm Design226 cited
  • 2019Procedural Justice in Algorithmic Fairness226 cited
  • 2019WeBuildAI208 cited
  • 2018Human Perceptions of Fairness in Algorithmic Decision Making207 cited
  • 2017Algorithmic Mediation in Group Decisions182 cited
  • 2018'It's Reducing a Human Being to a Percentage'; Perceptions of Justice in Algorithmic Decisions161 cited
  • 2019Human Decision Making with Machine Assistance

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

113 cited

Cited by

  • 2022Human-centered artificial intelligence for the public sector: The gate keeping role of the public procurement professional47 cited
  • 2023Human-Centered Responsible Artificial Intelligence: Current & Future Trends46 cited
  • 2022Dimensions of Diversity in Human Perceptions of Algorithmic Fairness33 cited
  • 2022Enhancing Artificial Intelligence Control Mechanisms: Current Practices, Real Life Applications and Future Views29 cited
  • 2024Making Data Work Count27 cited
  • 2022Responsible Language Technologies: Foreseeing and Mitigating Harms25 cited
  • 2024Implications of Regulations on the Use of AI and Generative AI for Human-Centered Responsible Artificial Intelligence19 cited
  • 2025A Systematic Literature Review on Equity and Technology in HCI and Fairness: Navigating the Complexities and Nuances of Equity Research15 cited