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A machine learning approach to open public comments for policymaking
16 references·2 citing·52 second hop
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(1951)A theory of justice original edition (1971)The Evolution of Reciprocal Altruism (1971)Artificial Intelligence and the Public Sector—Applications and Challenges (2018)Implications of the use of artificial intelligence in public governance: A systematic literature review and a research agenda (2021)Trustworthy Artificial Intelligence: A Review (2022)Big Data's Disparate Impact (2014)The ethics of algorithms: Mapping the debate (2016)Citizens Versus the Internet: Confronting Digital Challenges With Cognitive Tools (2020)Transparency in artificial intelligence (2020)Business intelligence in banking: A literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation (2014)Research trends on Big Data in Marketing: A text mining and topic modeling based literature analysis (2017)The application of text mining methods in innovation research: current state, evolution patterns, and development priorities (2020)
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References

  • 2005The Internet, Public Spheres, and Political Communication: Dispersion and Deliberation1,742 cited
  • 2011topicmodels : An R Package for Fitting Topic Models1,114 cited
  • 2017Algorithmic regulation: A critical interrogation1,084 cited
  • 2016‘Hypernudge’: Big Data as a mode of regulation by design943 cited
  • 2013Bias in algorithmic filtering and personalization665 cited
  • 2017Society-in-the-loop: programming the algorithmic social contract596 cited
  • 2011topicmodels: An R Package for Fitting Topic Models349 cited
  • 2016Fair and Balanced? Quantifying Media Bias through Crowdsourced Content Analysis336 cited
  • 2017Algorithmic Decision-Making Based on Machine Learning from Big Data: Can Transparency Restore Accountability?251 cited
  • 2016Big data in the public sector: Uncertainties and readiness243 cited
  • 2017Regulating by Robot: Administrative Decision Making in the Machine-Learning Era228 cited
  • 2012Why is transparency about public expenditure so elusive?219 cited
  • 2018Public administration, public leadership and the construction of public value in the age of the algorithm and ‘big data’217 cited
  • 2012Towards a smart State? Inter-agency collaboration, information integration, and beyond193 cited
  • 2015

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Persistent Policy Pathways: Inferring Diffusion Networks in the American States
183 cited
  • 2019A Systematic Literature Study to Unravel Transparency Enabled by Open Government Data: The Window Theory167 cited
  • Cited by

    • 2022The public speaks: Using large-scale public comments data in public response research14 cited
    • 2024Algorithmic formalization: Impacts on administrative processes14 cited