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Understanding the Representation and Representativeness of Age in AI Data Sets
16 references·6 citing·46 second hop
Understanding the Representation and Representativeness of Age in AI Data Sets (2021)Understanding the Representation and Repr…Fair Attribute Classification through Latent Space De-biasing (2021)Fair Attribute Classification…Designing an Online Infrastructure for Collecting AI Data From People With Disabilities (2021)Designing an Online Infrastru…Toward fairness in AI for people with disabilities SBG@a research roadmap (2020)Toward fairness in AI for peo…How We've Taught Algorithms to See Identity: Constructing Race and Gender in Image Databases for Facial Analysis (2020)How We've Taught Algorithms t…"Alexa is a Toy": Exploring Older Adults' Reasons for Using, Limiting, and Abandoning Echo (2020)"Alexa is a Toy": Exploring O…The AgeGuess database, an open online resource on chronological and perceived ages of people aged 5–100 (2019)The AgeGuess database, an ope…Review of “Race After Technology: Abolitionist Tools for the New Jim Code” (2019)Review of “Race After Technol…Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Gender Shades: Intersectional…Do Student Samples Provide an Accurate Estimate of the General Public? (2016)Do Student Samples Provide an…Association Between Older Age and More Successful Aging: Critical Role of Resilience and Depression (2012)Association Between Older Age…WEIRD languages have misled us, too [Comment on Henrich et al.] (2010)WEIRD languages have misled u…The weirdest people in the world? (2010)The weirdest people in the wo…Engaging the disengaged (2010)Engaging the disengagedCorrelates of Self-Rated Successful Aging Among Community-Dwelling Older Adults (2006)Correlates of Self-Rated Succ…Loneliness and depression in independent living retirement communities: risk and resilience factors (2004)Loneliness and depression in …Age-Ism: Another Form of Bigotry (1969)Age-Ism: Another Form of Bigo…HCI and Older Adults: The Critical Turn and What Comes Next (2025)HCI and Older Adults: The Cri…Making AI Ethical by Design: The UNESCO Perspective (2024)Making AI Ethical by Design: …HCI and Aging: New Directions, New Principles (2024)HCI and Aging: New Directions…Wearables measuring electrodermal activity to assess perceived stress in care: a scoping review (2023)Wearables measuring electrode…Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools (2023)Toward Operationalizing Pipel…Gender Artifacts in Visual Datasets (2023)Gender Artifacts in Visual Da…SF-36 physical and mental health summary scales : a user's manual (1994)Successful Aging (1998)Development of a new resilience scale: The Connor-Davidson Resilience Scale (CD-RISC) (2003)Critical Perspectives on Successful Aging: Does It “Appeal More Than It Illuminates”? 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(1992)The MOS 36-ltem Short-Form Health Survey (SF-36) (1992)The PHQ-9 (2001)Big Data in Public Health: Terminology, Machine Learning, and Privacy (2017)High prevalence and adverse health effects of loneliness in community-dwelling adults across the lifespan: role of wisdom as a protective factor (2018)Universals in the Content and Structure of Values: Theoretical Advances and Empirical Tests in 20 Countries (1992)Estimating the reproducibility of psychological science (2015)Insecure attachment and relationship satisfaction: A meta-analysis of actor and partner associations (2019)Comprehensive meta-analysis of resilience interventions (2020)Self‐compassion, trauma, and posttraumatic stress disorder: A systematic review (2020)Performative Acts and Gender Constitution: An Essay in Phenomenology and Feminist Theory (1988)Mapping the Margins: Intersectionality, Identity Politics, and Violence against Women of Color (1991)Dissecting racial bias in an algorithm used to manage the health of populations (2019)Between Subjectivity and Imposition (2020)You Can't Sit With Us (2021)Where is the human in human-centered AI? Insights from developer priorities and user experiences (2022)Judgment under uncertainty: Causality and attribution (1982)Self-efficacy mechanism in human agency. (1982)Large-Scale Psychological Differences Within China Explained by Rice Versus Wheat Agriculture (2014)Attitudes Toward Younger and Older Adults: An Updated Meta‐Analytic Review (2005)Interventions to Reduce Ageism Against Older Adults: A Systematic Review and Meta-Analysis (2019)Global reach of ageism on older persons’ health: A systematic review (2020)The Ethics of AI Ethics: An Evaluation of Guidelines (2020)A Survey on Bias and Fairness in Machine Learning (2021)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence (2020)Language (Technology) is Power: A Critical Survey of “Bias” in NLP (2020)Taxonomy of Risks posed by Language Models (2022)
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References

  • 2010The weirdest people in the world?12,599 cited
  • 2010WEIRD languages have misled us, too [Comment on Henrich et al.]4,076 cited
  • 2018Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification3,509 cited
  • 1969Age-Ism: Another Form of Bigotry2,286 cited
  • 2019Review of “Race After Technology: Abolitionist Tools for the New Jim Code”1,474 cited
  • 2012Association Between Older Age and More Successful Aging: Critical Role of Resilience and Depression527 cited
  • 2016Do Student Samples Provide an Accurate Estimate of the General Public?510 cited
  • 2004Loneliness and depression in independent living retirement communities: risk and resilience factors456 cited
  • 2006Correlates of Self-Rated Successful Aging Among Community-Dwelling Older Adults433 cited
  • 2020How We've Taught Algorithms to See Identity: Constructing Race and Gender in Image Databases for Facial Analysis193 cited
  • 2020"Alexa is a Toy": Exploring Older Adults' Reasons for Using, Limiting, and Abandoning Echo154 cited
  • 2020Toward fairness in AI for people with disabilities SBG@a research roadmap128 cited
  • 2021Fair Attribute Classification through Latent Space De-biasing123 cited
  • 2010Engaging the disengaged92 cited

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2021
Designing an Online Infrastructure for Collecting AI Data From People With Disabilities
50 cited
  • 2019The AgeGuess database, an open online resource on chronological and perceived ages of people aged 5–10011 cited
  • Cited by

    • 2023Wearables measuring electrodermal activity to assess perceived stress in care: a scoping review65 cited
    • 2023Gender Artifacts in Visual Datasets24 cited
    • 2024Making AI Ethical by Design: The UNESCO Perspective20 cited
    • 2023Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools19 cited
    • 2025HCI and Older Adults: The Critical Turn and What Comes Next15 cited
    • 2024HCI and Aging: New Directions, New Principles13 cited