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Machine Learning in Sociology
16 references·0 citing·33 second hop
Machine Learning in Sociology (2023)Machine Learning in SociologyRace after technology. Abolitionist tools for the new Jim Code (2020)Race after technology. Abolit…Dissecting racial bias in an algorithm used to manage the health of populations (2019)Dissecting racial bias in an …Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor (2018)Automating Inequality: How Hi…Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy (2017)Weapons of Math Destruction: …Semantics derived automatically from language corpora contain human-like biases (2017)Semantics derived automatical…Human Decisions and Machine Predictions (2017)Human Decisions and Machine P…Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)Fair Prediction with Disparat…Choosing Prediction Over Explanation in Psychology: Lessons From Machine Learning (2017)Choosing Prediction Over Expl…Overcoming Algorithm Aversion: People Will Use Imperfect Algorithms If They Can (Even Slightly) Modify Them (2016)Overcoming Algorithm Aversion…How the machine ‘thinks’: Understanding opacity in machine learning algorithms (2016)How the machine ‘thinks’: Und…Big Data's Disparate Impact (2014)Big Data's Disparate ImpactAlgorithm Aversion: People Erroneously Avoid Algorithms after Seeing Them Err (2014)Algorithm Aversion: People Er…Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of U.S. government arts funding (2013)Exploiting affinities between…Time Matters: On Theory and Method (2001)Time Matters: On Theory and M…Social Implications of the Internet (2001)Social Implications of the In…The Comparative Method: Moving Beyond Qualitative and Quantitative Strategies. (1990)The Comparative Method: Movin…An Economic Theory of Democracy. (1958)Bowling alone: the collapse and revival of American community (2000)Does the Internet Increase, Decrease, or Supplement Social Capital? (2001)The Knowledge Economy (2004)Social Media Use in Organizations: Exploring the Affordances of Visibility, Editability, Persistence, and Association (2013)Diffusion of Innovations 1 (2019)Fairness through awareness (2012)Equality of Opportunity in Supervised Learning (2016)Fairness and Abstraction in Sociotechnical Systems (2019)A Survey on Bias and Fairness in Machine Learning (2021)Big data: a revolution that will transform how we live, work, and think (2013)Big Data: A Revolution That Will Transform How We Live, Work, and Think (2014)Data Colonialism: Rethinking Big Data’s Relation to the Contemporary Subject (2018)Algorithms at Work: The New Contested Terrain of Control (2019)Bias in data‐driven artificial intelligence systems—An introductory survey (2020)Measuring individual differences in implicit cognition: The implicit association test. (1998)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)Dilemmas in a general theory of planning (1973)What Do Platforms Do? Understanding the Gig Economy (2020)The Relevance of Algorithms (2014)The ethics of algorithms: Mapping the debate (2016)On the Opportunities and Risks of Foundation Models (2021)The robust beauty of improper linear models in decision making. (1979)Preference and belief: Ambiguity and competence in choice under uncertainty (1991)The trouble with overconfidence. (2008)Algorithm appreciation: People prefer algorithmic to human judgment (2019)Human Trust in Artificial Intelligence: Review of Empirical Research (2020)The New Politics of the Welfare State (2001)Standards of Good Practice in Qualitative Comparative Analysis (QCA) and Fuzzy-Sets (2010)Fuzzy-set Qualitative Comparative Analysis (fsQCA): Guidelines for research practice in Information Systems and marketing (2021)Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence (2020)Addressing bias in big data and AI for health care: A call for open science (2021)Algorithmic Bias in Education (2021)
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References

  • 2019Dissecting racial bias in an algorithm used to manage the health of populations7,086 cited
  • 2018Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor3,279 cited
  • 2014Algorithm Aversion: People Erroneously Avoid Algorithms after Seeing Them Err3,203 cited
  • 2016How the machine ‘thinks’: Understanding opacity in machine learning algorithms3,179 cited
  • 2017Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy3,071 cited
  • 2014Big Data's Disparate Impact3,046 cited
  • 2017Semantics derived automatically from language corpora contain human-like biases2,845 cited
  • 1990The Comparative Method: Moving Beyond Qualitative and Quantitative Strategies.2,780 cited
  • 2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments2,157 cited
  • 2001Social Implications of the Internet2,040 cited
  • 2017Choosing Prediction Over Explanation in Psychology: Lessons From Machine Learning1,928 cited
  • 2020Race after technology. Abolitionist tools for the new Jim Code1,870 cited
  • 2001Time Matters: On Theory and Method1,240 cited
  • 2016Overcoming Algorithm Aversion: People Will Use Imperfect Algorithms If They Can (Even Slightly) Modify Them1,225 cited

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2013
Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of U.S. government arts funding
1,149 cited
  • 2017Human Decisions and Machine Predictions1,039 cited
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