Ethical considerations in emotion recognition technologies: a review of the literature

Katirai, Amelia

doi:https://doi.org/10.1007/s43681-023-00307-3

Ethical considerations in emotion recognition technologies: a review of the literature

Katirai, Amelia

AI and Ethics, 2023, 592(1), 167

アクセス数:104件（2025-03-21 03:25 集計）

固定URL: https://hdl.handle.net/11094/91717

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タイトル	Ethical considerations in emotion recognition technologies: a review of the literature
著者	researchmap permalink a_katirai a_katirai ORCID 0000-0002-4698-1479 0000-0002-4698-1479 Scopus Author ID 57827647800 57827647800 著者名 Katirai, Amelia
キーワード等	Emotion recognition technologies
	Ethics
	Artificial intelligence
	Literature review
内容	Katirai Amelia. Ethical considerations in emotion recognition technologies: a review of the literature. AI and Ethics 592, 167 (2023); https://doi.org/10.1007/s43681-023-00307-3.
抄録	As the global market for emotion recognition technologies (ERT)—which claim to use artificial intelligence to recognize emotions—rapidly expands, there is also increasing concern about their ethics. This paper reports on the results of a structured review of the literature on the ethics of emotion recognition technologies, to synthesize the ethical concerns expressed in the analyzed corpus of literature. This exploratory review draws on literature retrieved from the academic database Web of Science and from a hand-searching process, with a total of 43 articles included following a four-phased screening process. Three key areas of ethical concern were extracted from the literature: first, the risk of biased and unfair outcomes due to the faulty bases and problematic premises of ERT; second, the sensitivity of emotion data used by ERT; and third, the risk of harm that arises from the technologies in consequential settings, including employment, education, healthcare, and policing. This paper additionally reports on a qualitative synthesis of the guidelines for ethical use of emotion recognition technologies proposed in the literature, finding that they address the need for both ethical design and implementation, and are focused most heavily on the need for: a defined scope for the use of ERT, ethical decision-making, fairness and non-discrimination, and privacy. Ultimately, this review finds that these technologies raise significant—and potentially insurmountable—ethical issues, even as their commercial development for widespread use continues.
出版者	Springer Science and Business Media LLC
収録物名	AI and Ethics
巻(号)	592(1)
ページ	167
刊行年月	2023-06-20
言語	英語
ハンドルURL	https://hdl.handle.net/11094/91717
eISSN	27305961
関連情報 (isVersionOf)	DOI (出版社版) https://doi.org/10.1007/s43681-023-00307-3
アクセス権	open access
出版タイプ	Accepted Manuscript
カテゴリ	学術雑誌論文 Journal Article

資源タイプ	学術雑誌論文
ローカル資源タイプ	学術雑誌論文
DCMI資源タイプ	text
DCTERMS.bibliographicCitation	AI and Ethics. 2023, 592(1), p. 167
DC.title	Ethical considerations in emotion recognition technologies: a review of the literature
DC.creator	Katirai, Amelia
DC.publisher	Springer Science and Business Media LLC
DC.language' scheme='DCTERMS.RFC1766	英語
DC.type' scheme='DCTERMS.DCMIType	text
DCTERMS.issued' scheme='DCTERMS.W3CDTF	2023-06-20
DC.identifier	https://doi.org/10.1007/s43681-023-00307-3
DC.subject	Emotion recognition technologies
	Ethics
	Artificial intelligence
	Literature review
DC.description	Katirai Amelia. Ethical considerations in emotion recognition technologies: a review of the literature. AI and Ethics 592, 167 (2023); https://doi.org/10.1007/s43681-023-00307-3.
DCTERMS.abstract	As the global market for emotion recognition technologies (ERT)—which claim to use artificial intelligence to recognize emotions—rapidly expands, there is also increasing concern about their ethics. This paper reports on the results of a structured review of the literature on the ethics of emotion recognition technologies, to synthesize the ethical concerns expressed in the analyzed corpus of literature. This exploratory review draws on literature retrieved from the academic database Web of Science and from a hand-searching process, with a total of 43 articles included following a four-phased screening process. Three key areas of ethical concern were extracted from the literature: first, the risk of biased and unfair outcomes due to the faulty bases and problematic premises of ERT; second, the sensitivity of emotion data used by ERT; and third, the risk of harm that arises from the technologies in consequential settings, including employment, education, healthcare, and policing. This paper additionally reports on a qualitative synthesis of the guidelines for ethical use of emotion recognition technologies proposed in the literature, finding that they address the need for both ethical design and implementation, and are focused most heavily on the need for: a defined scope for the use of ERT, ethical decision-making, fairness and non-discrimination, and privacy. Ultimately, this review finds that these technologies raise significant—and potentially insurmountable—ethical issues, even as their commercial development for widespread use continues.
DC.format	91717
citation_title	Ethical considerations in emotion recognition technologies: a review of the literature
citation_author	Katirai, Amelia
citation_publisher	Springer Science and Business Media LLC
citation_language	英語
citation_date	2023-06-20
citation_journal_title	AI and Ethics
citation_volume	592
citation_issue	1
citation_firstpage	167
citation_doi	https://doi.org/10.1007/s43681-023-00307-3
citation_public_url	https://hdl.handle.net/11094/91717

Ethical considerations in emotion recognition technologies: a review of the literature

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