Modelling GDPR-Compliant Explanations for Trustworthy AI

[1]  Martha S. Feldman,et al.  Reconstructing Reality In The Courtroom , 1981 .

[2]  Leema K. Berland,et al.  Making sense of argumentation and explanation , 2009 .

[3]  Amanda Prorok,et al.  Culture-Based Explainable Human-Agent Deconfliction , 2020, AAMAS.

[4]  Guido Governatori,et al.  Modelling Legal Knowledge for GDPR Compliance Checking , 2018, JURIX.

[5]  W. Sandoval,et al.  Explanation-Driven Inquiry: Integrating Conceptual and Epistemic Scaffolds for Scientific Inquiry , 2004 .

[6]  Xudong Luo,et al.  An explainable multi-attribute decision model based on argumentation , 2019, Expert Syst. Appl..

[7]  J. Osborne,et al.  Establishing the norms of scientific argumentation in classrooms , 2000 .

[8]  Maria Fox,et al.  Explainable Planning , 2017, ArXiv.

[9]  Francesca Rossi,et al.  AI4People—An Ethical Framework for a Good AI Society: Opportunities, Risks, Principles, and Recommendations , 2018, Minds and Machines.

[10]  Yike Guo,et al.  Explanations by arbitrated argumentative dispute , 2019, Expert Syst. Appl..

[11]  P. Lipton.  What Good is an Explanation , 2001 .

[12]  Mariarosaria Taddeo,et al.  Artificial Intelligence and the ‘Good Society’: the US, EU, and UK approach , 2016, Sci. Eng. Ethics.

[13]  Henry Prakken,et al.  An Argumentation‐Based Analysis of the Simonshaven Case , 2019, Top. Cogn. Sci..

[14]  Daniel D. Suthers,et al.  An integrated approach to implementing collaborative inquiry in the classroom , 1997, CSCL.

[15]  Judea Pearl,et al.  The seven tools of causal inference, with reflections on machine learning , 2019, Commun. ACM.

[16]  Francesca Toni,et al.  Extracting Dialogical Explanations for Review Aggregations with Argumentative Dialogical Agents , 2019, AAMAS.

[17]  Chris Russell,et al.  Counterfactual Explanations Without Opening the Black Box: Automated Decisions and the GDPR , 2017, ArXiv.

[18]  Guido Governatori,et al.  OASIS LegalRuleML , 2013, ICAIL.

[19]  Roel Wieringa,et al.  Deontic logic: a concise overview , 1994 .

[20]  Henry Prakken,et al.  Arguments, scenarios and probabilities: connections between three normative frameworks for evidential reasoning , 2016 .

[21]  Tim Miller,et al.  Explanation in Artificial Intelligence: Insights from the Social Sciences , 2017, Artif. Intell..

[22]  Stephen P. Norris,et al.  A theoretical framework for narrative explanation in science , 2005 .

[23]  John Passmore.  Explanation in Everyday Life, in Science, and in History , 1962 .