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A discussion frame for explaining records that are based on algorithmic output
- 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.
- Subjects :
- Ethics
Philosophy of science
Explanations
Computer science
Records management
05 social sciences
Control (management)
Frame (networking)
050801 communication & media studies
02 engineering and technology
Library and Information Sciences
Data science
Management Information Systems
0508 media and communications
Predictions
020204 information systems
0202 electrical engineering, electronic engineering, information engineering
Filterings
Conceptual frame
Affect (linguistics)
Algorithms
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Records Management Journal
- Accession number :
- edsair.doi.dedup.....1c4332cb4d95da11e442e66a71007772