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Decoding Human Behavior with Big Data? Critical, Constructive Input from the Decision Sciences
16 references·0 citing·35 second hop
Decoding Human Behavior with Big Data? Critical, Constructive Input from the Decision Sciences (2022)Decoding Human Behavior with Big Data? Cr…The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power (2019)The Age of Surveillance Capit…The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power (2019)The Age of Surveillance Capit…Dissecting racial bias in an algorithm used to manage the health of populations (2019)Dissecting racial bias in an …Assessing risk, automating racism (2019)Assessing risk, automating ra…Semantics derived automatically from language corpora contain human-like biases (2017)Semantics derived automatical…Meaningful information and the right to explanation (2017)Meaningful information and th…European Union Regulations on Algorithmic Decision Making and a “Right to Explanation” (2017)European Union Regulations on…Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research (2015)Benchmarking state-of-the-art…Big Data : The Management Revolution (2013)Big Data : The Management Rev…Big data: the management revolution. (2012)Big data: the management revo…Heuristic Decision Making (2010)Heuristic Decision MakingGut feelings: the intelligence of the unconscious (2008)Gut feelings: the intelligenc…"The End of Theory: The Data Deluge Makes the Scientific Method Obsolete" (2008)"The End of Theory: The Data …Simple Heuristics That Make Us Smart (1999)Simple Heuristics That Make U…Modeling Bounded Rationality (1998)Modeling Bounded RationalityJudgment under Uncertainty (1982)Judgment under UncertaintyA BEHAVIORAL MODEL OF RATIONAL CHOICE (1955)Judgment under Uncertainty: Heuristics and Biases (1974)Judgment under Uncertainty: Heuristics and Biases (1975)Emotion and Decision Making (2014)Contrasting Computational Models of Mate Preference Integration Across 45 Countries (2019)Fuzzy-set Qualitative Comparative Analysis (fsQCA): Guidelines for research practice in Information Systems and marketing (2021)Rational choice and the structure of the environment. (1956)Human Problem Solving (1972)Representativeness Revisited: Attribute Substitution in Intuitive Judgment (2002)Measurement Instruments for the Anthropomorphism, Animacy, Likeability, Perceived Intelligence, and Perceived Safety of Robots (2008)Stanford Encyclopedia of Philosophy (2015)Investigating Ad Transparency Mechanisms in Social Media: A Case Study of Facebook's Explanations (2018)From What to How: An Initial Review of Publicly Available AI Ethics Tools, Methods and Research to Translate Principles into Practices (2019)Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries (2019)Measuring individual differences in implicit cognition: The implicit association test. (1998)Fairness through awareness (2012)Big Data's Disparate Impact (2014)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)Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)Addressing bias in big data and AI for health care: A call for open science (2021)Algorithmic Bias in Education (2021)A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring (2017)'It's Reducing a Human Being to a Percentage' (2018)Machine Learning and Natural Language Processing in Mental Health: Systematic Review (2020)Privacy and human behavior in the age of information (2015)Big data analytics and firm performance: Effects of dynamic capabilities (2016)Digital Finance and FinTech: current research and future research directions (2017)COVID-19 and digital disruption in UK universities: afflictions and affordances of emergency online migration (2020)Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence (2020)Digital platforms’ boundaries: The interplay of firm scope, platform sides, and digital interfaces (2020)Those Who Understand: Knowledge Growth in Teaching (1986)Perception of Risk (1987)The weirdest people in the world? (2010)How ‘big data’ can make big impact: Findings from a systematic review and a longitudinal case study (2015)
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References

  • 1982Judgment under Uncertainty8,238 cited
  • 2019Dissecting racial bias in an algorithm used to manage the health of populations7,086 cited
  • 2010Heuristic Decision Making4,028 cited
  • 1999Simple Heuristics That Make Us Smart3,562 cited
  • 2013Big Data : The Management Revolution3,540 cited
  • 2017Semantics derived automatically from language corpora contain human-like biases2,845 cited
  • 2019The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power2,638 cited
  • 2012Big data: the management revolution.2,326 cited
  • 2017European Union Regulations on Algorithmic Decision Making and a “Right to Explanation”2,129 cited
  • 2015Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research1,277 cited
  • 2008"The End of Theory: The Data Deluge Makes the Scientific Method Obsolete"1,064 cited
  • 1998Modeling Bounded Rationality1,042 cited
  • 2019The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power730 cited
  • 2008Gut feelings: the intelligence of the unconscious723 cited
  • 2017Meaningful information and the right to explanation513 cited

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  • 2019Assessing risk, automating racism377 cited
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