The ethics of algorithms: Mapping the debate
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Open Access
- 1 December 2016
- journal article
- Published by SAGE Publications in Big Data & Society
- Vol. 3 (2)
- https://doi.org/10.1177/2053951716679679
Abstract
In information societies, operations, decisions and choices previously left to humans are increasingly delegated to algorithms, which may advise, if not decide, about how data should be interpreted and what actions should be taken as a result. More and more often, algorithms mediate social processes, business transactions, governmental decisions, and how we perceive, understand, and interact among ourselves and with the environment. Gaps between the design and operation of algorithms and our understanding of their ethical implications can have severe consequences affecting individuals as well as groups and whole societies. This paper makes three contributions to clarify the ethical importance of algorithmic mediation. It provides a prescriptive map to organise the debate. It reviews the current discussion of ethical aspects of algorithms. And it assesses the available literature in order to identify areas requiring further work to develop the ethics of algorithms.Keywords
This publication has 92 references indexed in Scilit:
- On the reproducibility of science: unique identification of research resources in the biomedical literaturePeerJ, 2013
- Engineering Medical DecisionsCambridge Quarterly of Healthcare Ethics, 2013
- Bias in algorithmic filtering and personalizationEthics and Information Technology, 2013
- Ethics of Data Mining and Predictive Analytics in Higher EducationSSRN Electronic Journal, 2013
- Unblinking eyes: the ethics of automating surveillanceEthics and Information Technology, 2012
- Out of character: on the creation of virtuous machinesEthics and Information Technology, 2012
- The entanglement of trust and knowledge on the WebEthics and Information Technology, 2010
- Is there an ethics of algorithms?Ethics and Information Technology, 2010
- Identity, profiling algorithms and a world of ambient intelligenceEthics and Information Technology, 2010
- Why Most Published Research Findings Are FalsePLoS Medicine, 2005