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A discussion frame for explaining records that are based on algorithmic output

Authors :
Herbjørn Andresen
Source :
Records Management Journal
Publication Year :
2019
Publisher :
Emerald, 2019.

Abstract

PurposeThe purpose of this paper is to raise attention within the records management community about evolving demands for explanations that make it possible to understand the content of records, also when they reflect output from algorithms.Design/methodology/approachThe methodological approach is a conceptual analysis based in records management theory and the philosophy of science. The concepts that are developed are thereafter applied to “the right to an explanation” and “an algorithmic ethics approach,” respectively, to further examine their viability.FindingsDifferent forms of explanations, ranging from “certain” explanations to predictions, as well as varying degrees of control over the input data to algorithms, affect the nature of the explanations and what kinds of records the explanations may reside in.Originality/valueThis paper contributes to a conceptual frame for discussing where explanations to algorithms may be documented, within different kinds of records, emanating from different kinds of processes.

Details

Language :
English
Database :
OpenAIRE
Journal :
Records Management Journal
Accession number :
edsair.doi.dedup.....1c4332cb4d95da11e442e66a71007772