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Integrating Ethics within Machine Learning Courses
16 references·16 citing·38 second hopsampled
Integrating Ethics within Machine Learning Courses (2019)Integrating Ethics within Machine Learnin…Society-in-the-loop: programming the algorithmic social contract (2017)Society-in-the-loop: programm…Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)Fair Prediction with Disparat…Do Artifacts Have Politics? (2017)Do Artifacts Have Politics?Algorithmic Decision Making and the Cost of Fairness (2017)Algorithmic Decision Making a…What is data ethics? (2016)What is data ethics?The ethics of algorithms: Mapping the debate (2016)The ethics of algorithms: Map…Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings (2016)Man is to Computer Programmer…The Ethics of Big Data: Current and Foreseeable Issues in Biomedical Contexts (2015)The Ethics of Big Data: Curre…Big Data ethics (2014)Big Data ethicsPrivate traits and attributes are predictable from digital records of human behavior (2013)Private traits and attributes…Discrimination in online ad delivery (2013)Discrimination in online ad d…Robot ethics: the ethical and social implications of robotics (2012)Robot ethics: the ethical and…CRITICAL QUESTIONS FOR BIG DATA (2012)CRITICAL QUESTIONS FOR BIG DA…Computer Power and Human Reason: From Judgement to Calculation. (1977)Computer Power and Human Reas…The Human Use of Human Beings: Cybernetics and Society (1952)The Human Use of Human Beings…The Human Use of Human Beings: Cybernetics and Society (1951)The Human Use of Human Beings…'I'm Categorizing LLM as a Productivity Tool': Examining Ethics of LLM Use in HCI Research Practices (2025)'I'm Categorizing LLM as a Pr…Youth perspectives on technology ethics: analysis of teens’ ethical reflections on AI in learning activities (2024)Youth perspectives on technol…Policy advice and best practices on bias and fairness in AI (2024)Policy advice and best practi…Mediating Culture: Cultivating Socio-cultural Understanding of AI in Children through Participatory Design (2024)Mediating Culture: Cultivatin…Learning about Responsible AI On-The-Job: Learning Pathways, Orientations, and Aspirations (2024)Learning about Responsible AI…Towards AI ethics’ institutionalization: knowledge bridges from business ethics to advance organizational AI ethics (2022)Towards AI ethics’ institutio…Get out of the BAG! Silos in AI Ethics Education: Unsupervised Topic Modeling Analysis of Global AI Curricula (2022)Get out of the BAG! Silos in …Authentic Integration of Ethics and AI through Sociotechnical, Problem-Based Learning (2022)Authentic Integration of Ethi…You Can't Sit With Us (2021)You Can't Sit With UsValue Cards (2021)Value CardsExplaining the Principles to Practices Gap in AI (2021)Explaining the Principles to …Case Study: Deontological Ethics in NLP (2021)Case Study: Deontological Eth…Towards a more representative politics in the ethics of computer science (2020)Towards a more representative…Principles to Practices for Responsible AI: Closing the Gap (2020)Principles to Practices for R…More Than "If Time Allows" (2020)More Than "If Time Allows"Intersectional AI (2020)Intersectional AIThe Strength of Weak Ties (1973)Writing Culture (1986)Writing Culture: The Poetics and Politics of Ethnography (1986)Big Data, new epistemologies and paradigm shifts (2014)Datafication, dataism and dataveillance: Big Data between scientific paradigm and ideology (2014)Algorithms at Work: The New Contested Terrain of Control (2019)The Satisfaction With Life Scale (1985)The international personality item pool and the future of public-domain personality measures (2005)Computational Social Science (2009)Automatic personality assessment through social media language. (2014)Tweeting From Left to Right (2015)Facebook language predicts depression in medical records (2018)Fairness through awareness (2012)Big Data's Disparate Impact (2014)Certifying and Removing Disparate Impact (2015)Semantics derived automatically from language corpora contain human-like biases (2017)The role of artificial intelligence in achieving the Sustainable Development Goals (2020)A Survey on Bias and Fairness in Machine Learning (2021)Equality of Opportunity in Supervised Learning (2016)Dissecting racial bias in an algorithm used to manage the health of populations (2019)Fairness and Abstraction in Sociotechnical Systems (2019)Truth and Method (1960)Why Most Published Research Findings Are False (2005)Stanford Encyclopedia of Philosophy (2015)Principles alone cannot guarantee ethical AI (2019)Setting the future of digital and social media marketing research: Perspectives and research propositions (2020)Notes on the theory of the actor-network: Ordering, strategy, and heterogeneity (1992)The Ethnography of Infrastructure (1999)Music in Everyday Life (2000)Artificial Intelligence and the Public Sector—Applications and Challenges (2018)Meaningful Human Control over Autonomous Systems: A Philosophical Account (2018)Too human and not human enough: A grounded theory analysis of mental health harms from emotional dependence on the social chatbot Replika (2022)Social Analyses of Computing: Theoretical Perspectives in Recent Empirical Research (1980)Rethinking models of feedback for learning: the challenge of design (2012)Fairness definitions explained (2018)Fairness in Criminal Justice Risk Assessments: The State of the Art (2018)Machine behaviour (2019)Nature and uses of immaturity. (1972)
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References

  • 2012CRITICAL QUESTIONS FOR BIG DATA5,449 cited
  • 2016The ethics of algorithms: Mapping the debate3,541 cited
  • 2013Private traits and attributes are predictable from digital records of human behavior2,827 cited
  • 2017Do Artifacts Have Politics?2,317 cited
  • 2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments2,157 cited
  • 1951The Human Use of Human Beings: Cybernetics and Society1,651 cited
  • 2016Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings1,615 cited
  • 2017Algorithmic Decision Making and the Cost of Fairness1,149 cited
  • 1952The Human Use of Human Beings: Cybernetics and Society957 cited
  • 2012Robot ethics: the ethical and social implications of robotics785 cited
  • 2013Discrimination in online ad delivery751 cited
  • 1977Computer Power and Human Reason: From Judgement to Calculation.722 cited
  • 2015The Ethics of Big Data: Current and Foreseeable Issues in Biomedical Contexts713 cited
  • 2016What is data ethics?636 cited
  • 2017Society-in-the-loop: programming the algorithmic social contract552 cited

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2014
Big Data ethics
466 cited

Cited by

  • 2021You Can't Sit With Us160 cited
  • 2020More Than "If Time Allows"158 cited
  • 2024Policy advice and best practices on bias and fairness in AI109 cited
  • 2021Explaining the Principles to Practices Gap in AI92 cited
  • 2021Value Cards71 cited
  • 2022Towards AI ethics’ institutionalization: knowledge bridges from business ethics to advance organizational AI ethics68 cited
  • 2020Principles to Practices for Responsible AI: Closing the Gap65 cited
  • 2020Intersectional AI44 cited
  • 2024Mediating Culture: Cultivating Socio-cultural Understanding of AI in Children through Participatory Design42 cited
  • 2022Get out of the BAG! Silos in AI Ethics Education: Unsupervised Topic Modeling Analysis of Global AI Curricula42 cited
  • 2024Youth perspectives on technology ethics: analysis of teens’ ethical reflections on AI in learning activities41 cited
  • 2022Authentic Integration of Ethics and AI through Sociotechnical, Problem-Based Learning37 cited
  • 2025'I'm Categorizing LLM as a Productivity Tool': Examining Ethics of LLM Use in HCI Research Practices35 cited
  • 2024Learning about Responsible AI On-The-Job: Learning Pathways, Orientations, and Aspirations31 cited
  • 2020Towards a more representative politics in the ethics of computer science31 cited
  • 2021Case Study: Deontological Ethics in NLP30 cited