David Watson

University of Oxford, Oxford Internet Institute, Students

Doctoral Candidate

1 St. Giles

Oxford, Oxfordshire OX1 3JS

United Kingdom

SCHOLARLY PAPERS

5

DOWNLOADS

435

SSRN CITATIONS

7

CROSSREF CITATIONS

1

Scholarly Papers (5)

1.

The Explanation Game: A Formal Framework for Interpretable Machine Learning

Number of pages: 35 Posted: 17 Jan 2020 Last Revised: 08 Apr 2020
David Watson and Luciano Floridi
University of Oxford, Oxford Internet Institute, Students and University of Oxford - Oxford Internet Institute
Downloads 245 (138,547)
Citation 2

Abstract:

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Algorithmic Explainability, Explanation Game, Interpretable Machine Learning, Pareto Frontier, Relevance

2.

Clinical Applications of Machine Learning Algorithms: Beyond the Black Box

Number of pages: 9 Posted: 07 Apr 2019
University of Oxford, Oxford Internet Institute, Students, University of Bergen - Department of Administration and Organization Theory, University of Manchester, University of Manchester, University of Glasgow, Queen Mary University of London and University of Oxford - Oxford Internet Institute
Downloads 70 (362,237)
Citation 6

Abstract:

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Machine learning, explainability, black box algorithms

3.

The Rise of Partisan Affective Polarization in the British Public

Number of pages: 29 Posted: 18 Nov 2019 Last Revised: 10 Dec 2019
Nahema Marchal and David Watson
University of Oxford - Oxford Internet Institute and University of Oxford, Oxford Internet Institute, Students
Downloads 58 (402,251)

Abstract:

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affective polarization; partisanship, British public, partisan bias, social identity

4.

Conceptual Challenges for Interpretable Machine Learning

Number of pages: 40 Posted: 20 Aug 2020 Last Revised: 22 Aug 2020
David Watson
University of Oxford, Oxford Internet Institute, Students
Downloads 33 (498,318)

Abstract:

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Artificial Intelligence, Algorithmic Explainability, Interpret-Able Machine Learning, Scientific Explanation, Severe Testing

5.

Are the Dead Taking Over Facebook? A Big Data Approach to the Future of Online Death

Big Data & Society. Doi.org/10.1177/2053951719842540
Number of pages: 13 Posted: 30 Jun 2019
Carl Ohman and David Watson
University of Oxford, Oxford Internet Institute, Students and University of Oxford, Oxford Internet Institute, Students
Downloads 29 (518,809)
Citation 1

Abstract:

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Death Online, Digital Afterlife, Mortality, Ethics, Digital Preservation, Facebook