Is there an ethics of algorithms?

U.A.F. Kraemer, C.W.A.M. Overveld, van, M.B. Peterson

Research output: Contribution to journalArticleAcademicpeer-review

67 Citations (Scopus)
338 Downloads (Pure)

Abstract

We argue that some algorithms are value-laden, and that two or more persons who accept different value-judgments may have a rational reason to design such algorithms differently. We exemplify our claim by discussing a set of algorithms used in medical image analysis: In these algorithms it is often necessary to set certain thresholds for whether e.g. a cell should count as diseased or not, and the chosen threshold will partly depend on the software designer’s preference between avoiding false positives and false negatives. This preference ultimately depends on a number of value-judgments. In the last section of the paper we discuss some general principles for dealing with ethical issues in algorithm-design.
Original languageEnglish
Pages (from-to)251-260
Number of pages10
JournalEthics and Information Technology
Volume13
Issue number3
DOIs
Publication statusPublished - 2011

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