About: Right to explanation

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In the regulation of algorithms, particularly artificial intelligence and its subfield of machine learning, a right to explanation (or right to an explanation) is a right to be given an explanation for an output of the algorithm. Such rights primarily refer to individual rights to be given an explanation for decisions that significantly affect an individual, particularly legally or financially. For example, a person who applies for a loan and is denied may ask for an explanation, which could be "Credit bureau X reports that you declared bankruptcy last year; this is the main factor in considering you too likely to default, and thus we will not give you the loan you applied for."

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rdfs:label	Right to explanation (en)
rdfs:comment	In the regulation of algorithms, particularly artificial intelligence and its subfield of machine learning, a right to explanation (or right to an explanation) is a right to be given an explanation for an output of the algorithm. Such rights primarily refer to individual rights to be given an explanation for decisions that significantly affect an individual, particularly legally or financially. For example, a person who applies for a loan and is denied may ask for an explanation, which could be "Credit bureau X reports that you declared bankruptcy last year; this is the main factor in considering you too likely to default, and thus we will not give you the loan you applied for." (en)
dcterms:subject	Artificial intelligence Human rights Machine learning Algorithms Accountability
Wikipage page ID	54625345 (xsd:integer)
Wikipage revision ID	1124854855 (xsd:integer)
Link from a Wikipage to another Wikipage	Deep neural network Algorithm Algorithmic transparency Artificial intelligence Human rights Equal Credit Opportunity Act General Data Protection Regulation Credit bureau Machine learning Machine learning Data Protection Directive Gut feeling Explainable artificial intelligence France Professional Regulation Right Artificial intelligence Algorithms Accountability Code of Federal Regulations Regulation of algorithms Automated decision-making Explainable AI Explanation Automated decision Trustworthy Individual right Legal right
Link from a Wikipage to an external page	https://www.privacy-regulation.eu/en/r71.htm https://www.consumerfinance.gov/eregulations/1002-Subpart-Interp/2011-31714%231002-9-b-2-Interp-1 https://www.ecfr.gov/cgi-bin/text-idx%3FSID=1bb14fdfd1afc7d3f2d4756d223aeadb&mc=true&node=se12.8.1002_19
sameAs	Right to explanation Right to explanation
dbp:wikiPageUsesTemplate	dbt:Details dbt:Quote dbt:Reflist dbt:Short_description dbt:Visible_anchor
has abstract	In the regulation of algorithms, particularly artificial intelligence and its subfield of machine learning, a right to explanation (or right to an explanation) is a right to be given an explanation for an output of the algorithm. Such rights primarily refer to individual rights to be given an explanation for decisions that significantly affect an individual, particularly legally or financially. For example, a person who applies for a loan and is denied may ask for an explanation, which could be "Credit bureau X reports that you declared bankruptcy last year; this is the main factor in considering you too likely to default, and thus we will not give you the loan you applied for." Some such legal rights already exist, while the scope of a general "right to explanation" is a matter of ongoing debate. There have been arguments made that a "social right to explanation" is a crucial foundation for an information society, particularly as the institutions of that society will need to use digital technologies, artificial intelligence, machine learning. In other words, that the related automated decision making systems that use explainability would be more trustworthy and transparent. Without this right, which could be constituted both legally and through professional standards, the public will be left without much recourse to challenge the decisions of automated systems. One of the emerging problems is how to communicate an explanation to a user, should it be through text, a high-level visual diagram, video or some other medium, and how can an explainable system scope the explanation in a reasonable way? (en)
prov:wasDerivedFrom	wikipedia-en:Right_to_explanation?oldid=1124854855&ns=0
page length (characters) of wiki page	18659 (xsd:nonNegativeInteger)
foaf:isPrimaryTopicOf	wikipedia-en:Right_to_explanation
is Link from a Wikipage to another Wikipage of	Algorithmic transparency General Data Protection Regulation Criticism of credit scoring systems in the United States Data portability Explainable artificial intelligence Government by algorithm Regulation of algorithms Automated decision-making Outline of machine learning Right to an explanation
is Wikipage redirect of	Right to an explanation
is foaf:primaryTopic of	wikipedia-en:Right_to_explanation

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