Artificial Intelligence Regulation: a framework for governance

This article develops a conceptual framework for regulating Artificial Intelligence (AI) that encompasses all stages of modern public policy-making, from the basics to a sustainable governance. Based on a vast systematic review of the literature on Artificial Intelligence Regulation (AIR) published...

Full description

Saved in:
Bibliographic Details
Published in:Ethics and information technology Vol. 23; no. 3; pp. 505 - 525
Main Authors: de Almeida, Patricia Gomes Rêgo, dos Santos, Carlos Denner, Farias, Josivania Silva
Format: Journal Article
Language:English
Published: Dordrecht Springer Netherlands 01-09-2021
Springer Nature B.V
Subjects:
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract This article develops a conceptual framework for regulating Artificial Intelligence (AI) that encompasses all stages of modern public policy-making, from the basics to a sustainable governance. Based on a vast systematic review of the literature on Artificial Intelligence Regulation (AIR) published between 2010 and 2020, a dispersed body of knowledge loosely centred around the “framework” concept was organised, described, and pictured for better understanding. The resulting integrative framework encapsulates 21 prior depictions of the policy-making process, aiming to achieve gold-standard societal values, such as fairness, freedom and long-term sustainability. This challenge of integrating the AIR literature was matched by the identification of a structural common ground among different approaches. The AIR framework results from an effort to identify and later analytically deduce synthetic, and generic tool for a country-specific, stakeholder-aware analysis of AIR matters. Theories and principles as diverse as Agile and Ethics were combined in the “AIR framework”, which provides a conceptual lens for societies to think collectively and make informed policy decisions related to what, when, and how the uses and applications of AI should be regulated. Moreover, the AIR framework serves as a theoretically sound starting point for endeavours related to AI regulation, from legislation to research and development. As we know, the (potential) impacts of AI on society are immense, and therefore the discourses, social negotiations, and applications of this technology should be guided by common grounds based on contemporary governance techniques, and social values legitimated via dialogue and scientific research.
AbstractList This article develops a conceptual framework for regulating Artificial Intelligence (AI) that encompasses all stages of modern public policy-making, from the basics to a sustainable governance. Based on a vast systematic review of the literature on Artificial Intelligence Regulation (AIR) published between 2010 and 2020, a dispersed body of knowledge loosely centred around the “framework” concept was organised, described, and pictured for better understanding. The resulting integrative framework encapsulates 21 prior depictions of the policy-making process, aiming to achieve gold-standard societal values, such as fairness, freedom and long-term sustainability. This challenge of integrating the AIR literature was matched by the identification of a structural common ground among different approaches. The AIR framework results from an effort to identify and later analytically deduce synthetic, and generic tool for a country-specific, stakeholder-aware analysis of AIR matters. Theories and principles as diverse as Agile and Ethics were combined in the “AIR framework”, which provides a conceptual lens for societies to think collectively and make informed policy decisions related to what, when, and how the uses and applications of AI should be regulated. Moreover, the AIR framework serves as a theoretically sound starting point for endeavours related to AI regulation, from legislation to research and development. As we know, the (potential) impacts of AI on society are immense, and therefore the discourses, social negotiations, and applications of this technology should be guided by common grounds based on contemporary governance techniques, and social values legitimated via dialogue and scientific research.
Author dos Santos, Carlos Denner
Farias, Josivania Silva
de Almeida, Patricia Gomes Rêgo
Author_xml – sequence: 1
  givenname: Patricia Gomes Rêgo
  orcidid: 0000-0003-0187-8707
  surname: de Almeida
  fullname: de Almeida, Patricia Gomes Rêgo
  email: patricia.almeida@camara.leg.br
  organization: University of Brasilia (UnB) – Department of Administration, Chamber of Deputies of Brazil – Directorate of Innovation and Information Technology
– sequence: 2
  givenname: Carlos Denner
  orcidid: 0000-0002-4481-0115
  surname: dos Santos
  fullname: dos Santos, Carlos Denner
  organization: University of Brasilia (UnB) – Department of Administration, LATECE, University of Quebec at Montreal (UQAM)
– sequence: 3
  givenname: Josivania Silva
  orcidid: 0000-0002-1421-3280
  surname: Farias
  fullname: Farias, Josivania Silva
  organization: University of Brasilia (UnB) – Department of Administration
BookMark eNp9kF1LwzAUhoNMcJv-Aa8KXkdzkjZpvRDG8GMwEESvw2mals6umUmnuF9vtIJ3Xp3D4XlfDs-MTHrXW0LOgV0CY-oqAJNKUsaBsiIrBD0ckSlkitM8FcUk7iLPKRSZOiGzEDaMsUyBmpKbhR_aujUtdsmqH2zXtY3tjU2ebLPvcGhdf51gUnvc2g_nX5Pa-aRx79b3GLFTclxjF-zZ75yTl7vb5-UDXT_er5aLNTUCioEiCCMxRWRpjqbkouCmskZCFc_S1CgqUGAVL0vAQpZY5TkKzivgNs3SWszJxdi78-5tb8OgN24fX-iC5pLxXKaSyUjxkTLeheBtrXe-3aL_1MD0tyc9etLRk_7xpA8xJMZQiHDfWP9X_U_qC9Sbbgo
CitedBy_id crossref_primary_10_55529_jls_34_12_21
crossref_primary_10_1080_19331681_2023_2294363
crossref_primary_10_2139_ssrn_4831147
crossref_primary_10_1016_j_ntm_2024_100041
crossref_primary_10_1007_s10676_023_09724_8
crossref_primary_10_3390_su13168952
crossref_primary_10_1007_s10796_022_10300_6
crossref_primary_10_1177_20539517231172424
crossref_primary_10_3389_fhumd_2022_858108
crossref_primary_10_1007_s13347_023_00668_x
crossref_primary_10_1017_bap_2023_40
crossref_primary_10_1109_ACCESS_2022_3177657
crossref_primary_10_3390_resources13020019
crossref_primary_10_1007_s00595_023_02662_4
crossref_primary_10_1007_s44163_024_00137_0
crossref_primary_10_1111_risa_14336
crossref_primary_10_2139_ssrn_4559787
crossref_primary_10_1145_3636550
crossref_primary_10_2139_ssrn_4531532
crossref_primary_10_4236_blr_2024_151013
crossref_primary_10_3389_fcomp_2022_873437
crossref_primary_10_5753_compbr_2022_47_4403
crossref_primary_10_3389_fpsyg_2022_966689
crossref_primary_10_3389_fphar_2023_1214422
crossref_primary_10_1007_s13132_024_01999_6
crossref_primary_10_1111_basr_12336
crossref_primary_10_1109_ACCESS_2022_3221409
crossref_primary_10_1007_s44163_022_00031_7
crossref_primary_10_1007_s44163_024_00109_4
crossref_primary_10_3389_frai_2022_827584
crossref_primary_10_1007_s43681_024_00450_5
crossref_primary_10_1016_j_ject_2024_01_001
crossref_primary_10_1007_s43681_021_00093_w
crossref_primary_10_1108_INTR_01_2022_0042
crossref_primary_10_1007_s10796_022_10269_2
crossref_primary_10_1016_j_jjimei_2023_100165
crossref_primary_10_1155_2022_8725767
Cites_doi 10.1098/rsta.2017.0355
10.1080/09540091.2016.1271400
10.1007/s10506-017-9210-0
10.1016/j.robot.2015.11.012
10.1016/j.clsr.2018.05.017
10.1007/s13347-020-00406-7
10.1353/jod.2019.0029
10.1007/s11948-020-00213-5
10.2307/2193039
10.1080/08839514.2016.1229919
10.1109/JPROC.2018.2865996
10.1007/s10676-018-9444-x
10.24251/HICSS.2019.258
10.2307/25148742
10.2139/ssrn.3518482
10.1016/j.clsr.2016.05.011
10.5281/zenodo.3516525
10.1017/err.2019.8
10.1007/s10997-020-09519-9
10.1177/0266382120923962
10.1016/j.procs.2015.12.213
10.2139/ssrn.2808044
10.1007/s11948-015-9724-3
10.1590/S0100-512X2014000200002
10.1007/s10676-018-9448-6
10.1016/j.clsr.2015.03.008
10.3917/aj.351.0027
10.1007/s10506-017-9194-9
10.1016/j.clsr.2016.05.003
10.1007/s10676-018-9447-7
10.1016/j.artint.2014.12.003
10.2991/assehr.k.200321.113
10.2139/ssrn.3435011
10.2139/ssrn.3214572
10.1109/MRA.2017.2781543
10.2139/ssrn.2906249
10.1016/j.clsr.2016.03.001
10.1007/s10676-017-9436-2
10.1016/j.artint.2010.11.026
10.1109/ACCESS.2018.2870052
10.1038/s42256-019-0088-2Accessed20July2020
10.2139/ssrn.3194497
10.2307/j.ctv153k50r.8
10.1017/als.2020.19
10.1016/j.artint.2010.11.025
10.1016/j.clsr.2017.03.022
10.1007/s10676-017-9430-8
10.2307/2696373
10.1016/j.bushor.2018.07.001
10.1016/j.clsr.2018.01.004
10.2139/ssrn.3298980
10.1609/aaai.v31i1.11140
10.1093/ulr/unz014
10.1007/s10506-016-9189-y
ContentType Journal Article
Copyright The Author(s), under exclusive licence to Springer Nature B.V. 2021
The Author(s), under exclusive licence to Springer Nature B.V. 2021.
Copyright_xml – notice: The Author(s), under exclusive licence to Springer Nature B.V. 2021
– notice: The Author(s), under exclusive licence to Springer Nature B.V. 2021.
DBID AAYXX
CITATION
3V.
7WY
7WZ
7XB
87Z
8FE
8FG
8FK
8FL
8G5
AABKS
ABSDQ
ABUWG
AFKRA
ALSLI
ARAPS
AVQMV
AZQEC
BENPR
BEZIV
BGLVJ
CCPQU
CNYFK
DWQXO
FRNLG
F~G
GNUQQ
GUQSH
HCIFZ
K50
K60
K6~
L.-
M0C
M1D
M1O
M2O
MBDVC
P5Z
P62
PQBIZ
PQBZA
PQEST
PQQKQ
PQUKI
Q9U
DOI 10.1007/s10676-021-09593-z
DatabaseName CrossRef
ProQuest Central (Corporate)
ABI/INFORM Collection
ABI/INFORM Global (PDF only)
ProQuest Central (purchase pre-March 2016)
ABI/INFORM Collection
ProQuest SciTech Collection
ProQuest Technology Collection
ProQuest Central (Alumni) (purchase pre-March 2016)
ABI/INFORM Collection (Alumni Edition)
Research Library (Alumni Edition)
Philosophy Collection
Philosophy Database
ProQuest Central (Alumni)
ProQuest Central
Social Science Premium Collection
Advanced Technologies & Aerospace Collection
Arts Premium Collection
ProQuest Central Essentials
ProQuest Central
Business Premium Collection
Technology Collection
ProQuest One Community College
Library & Information Science Collection
ProQuest Central Korea
Business Premium Collection (Alumni)
ABI/INFORM Global (Corporate)
ProQuest Central Student
Research Library Prep
SciTech Premium Collection
Art, Design & Architecture Collection (Proquest) (PQ_SDU_P3)
ProQuest Business Collection (Alumni Edition)
ProQuest Business Collection
ABI/INFORM Professional Advanced
ABI/INFORM Global
ProQuest Arts & Humanities Database
Library Science Database
Research Library
Research Library (Corporate)
Advanced Technologies & Aerospace Database
ProQuest Advanced Technologies & Aerospace Collection
One Business (ProQuest)
ProQuest One Business (Alumni)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central Basic
DatabaseTitle CrossRef
ABI/INFORM Global (Corporate)
ProQuest Business Collection (Alumni Edition)
ProQuest One Business
Research Library Prep
ProQuest Central Student
Technology Collection
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
Research Library (Alumni Edition)
ABI/INFORM Complete
Philosophy Collection
ProQuest Central
ABI/INFORM Professional Advanced
ProQuest Library Science
Arts Premium Collection
ProQuest Central Korea
Library & Information Science Collection
ProQuest Research Library
ProQuest Art, Design and Architecture Collection
ABI/INFORM Complete (Alumni Edition)
Advanced Technologies & Aerospace Collection
Business Premium Collection
Social Science Premium Collection
ABI/INFORM Global
ABI/INFORM Global (Alumni Edition)
ProQuest Central Basic
ProQuest One Academic Eastern Edition
ProQuest Technology Collection
ProQuest SciTech Collection
ProQuest Business Collection
Advanced Technologies & Aerospace Database
ProQuest One Academic UKI Edition
ProQuest One Business (Alumni)
Arts & Humanities Full Text
ProQuest One Academic
ProQuest Central (Alumni)
Business Premium Collection (Alumni)
Philosophy Database
DatabaseTitleList
ABI/INFORM Global (Corporate)
DeliveryMethod fulltext_linktorsrc
Discipline Library & Information Science
Philosophy
Computer Science
EISSN 1572-8439
EndPage 525
ExternalDocumentID 10_1007_s10676_021_09593_z
GroupedDBID -59
-5G
-BR
-EM
-Y2
-~C
.4S
.86
.DC
.VR
06D
0R~
0VY
199
1N0
1SB
203
29G
2J2
2JN
2JY
2KG
2KM
2LR
2P1
2VQ
2~H
30V
3V.
4.4
406
408
409
40D
40E
5GY
5VS
67Z
6NX
78A
7WY
8FE
8FG
8FL
8FW
8G5
8TC
8UJ
95-
95.
95~
96X
AAAVM
AABHQ
AABKS
AACJB
AAFGU
AAHNG
AAIAL
AAJKR
AANZL
AAPBV
AARHV
AARTL
AATNV
AATVU
AAUYE
AAWCG
AAYFA
AAYIU
AAYQN
AAYTO
ABBBX
ABBXA
ABDZT
ABECU
ABFGW
ABFTD
ABFTV
ABHLI
ABHQN
ABJNI
ABJOX
ABKAS
ABKCH
ABKTR
ABMNI
ABMQK
ABNWP
ABQBU
ABSDQ
ABSXP
ABTEG
ABTHY
ABTKH
ABTMW
ABULA
ABUWG
ABWNU
ABXPI
ACBMV
ACBRV
ACBXY
ACBYP
ACGFO
ACGFS
ACHQT
ACHSB
ACHXU
ACIGE
ACIPQ
ACKNC
ACMDZ
ACMLO
ACOKC
ACOMO
ACREN
ACSNA
ACTTH
ACVWB
ACWMK
ADHHG
ADHIR
ADINQ
ADKNI
ADKPE
ADMDM
ADOXG
ADRFC
ADTPH
ADURQ
ADYFF
ADYOE
ADZKW
AEBTG
AEFTE
AEGAL
AEGNC
AEJHL
AEJRE
AEKMD
AEOHA
AEPYU
AESKC
AESTI
AETLH
AEVLU
AEVTX
AEXYK
AFGCZ
AFKRA
AFLOW
AFNRJ
AFQWF
AFWTZ
AFYQB
AFZKB
AGAYW
AGDGC
AGGBP
AGGDS
AGJBK
AGMZJ
AGQMX
AGWIL
AGWZB
AGYKE
AHAVH
AHBYD
AHKAY
AHSBF
AHYZX
AIAKS
AIIXL
AILAN
AIMYW
AITGF
AJBLW
AJDOV
AJRNO
AJZVZ
AKQUC
ALMA_UNASSIGNED_HOLDINGS
ALSLI
ALWAN
AMKLP
AMTXH
AMXSW
AMYLF
AMYQR
AOCGG
ARAPS
ARCSS
ARMRJ
ASPBG
AVQMV
AVWKF
AXYYD
AYJHY
AZFZN
AZQEC
B-.
BA0
BDATZ
BENPR
BEZIV
BGLVJ
BGNMA
BPHCQ
CAG
CCPQU
CNYFK
COF
CS3
CSCUP
DDRTE
DL5
DNIVK
DPUIP
DU5
DWQXO
EBLON
EBS
EDO
EIOEI
EJD
ESBYG
F5P
FD6
FEDTE
FERAY
FFXSO
FIGPU
FINBP
FNLPD
FRNLG
FRRFC
FSGXE
FWDCC
GGCAI
GGRSB
GJIRD
GNUQQ
GNWQR
GQ6
GQ7
GQ8
GROUPED_ABI_INFORM_COMPLETE
GROUPED_ABI_INFORM_RESEARCH
GUQSH
GXS
HCIFZ
HF~
HG5
HG6
HMJXF
HQYDN
HRMNR
HVGLF
HZ~
I09
IHE
IJ-
IKXTQ
ITM
IWAJR
IXC
IZIGR
IZQ
I~X
I~Z
J-C
J0Z
JBSCW
JCJTX
JZLTJ
K50
K60
K6~
KDC
KOV
LAK
LLZTM
M0C
M1D
M1O
M2O
M4Y
MA-
MK~
ML~
N2Q
N9A
NB0
NPVJJ
NQJWS
NU0
O9-
O93
O9J
OAM
OVD
P2P
P62
P9O
PF-
PQBIZ
PQQKQ
PROAC
PT4
PT5
Q2X
QOS
R89
R9I
RNI
RNS
ROL
RPX
RSV
RZC
RZE
RZK
S16
S1Z
S27
S3B
SAP
SCO
SDH
SHX
SISQX
SJYHP
SNE
SNPRN
SNX
SOHCF
SOJ
SPISZ
SRMVM
SSLCW
STPWE
SZN
T13
TEORI
TSG
TSK
TSV
TUC
TUS
U2A
U5U
UG4
UNUBA
UOJIU
UTJUX
UZXMN
VC2
VFIZW
W23
W48
WK8
YLTOR
Z45
Z7R
Z7W
Z7X
Z7Z
Z81
Z83
Z88
ZMTXR
AACDK
AAJBT
AASML
AAYXX
AAYZH
ABAKF
ACAOD
ACDTI
ACZOJ
AEFQL
AEMSY
AFBBN
AGQEE
AGRTI
AIGIU
CITATION
H13
PQBZA
7XB
8FK
L.-
MBDVC
PQEST
PQUKI
Q9U
ID FETCH-LOGICAL-c319t-a13c6a4aa048acb2392cdec61dc6a6cfa3d171e72bb1a96bad88a322d12e454f3
IEDL.DBID AEJHL
ISSN 1388-1957
IngestDate Tue Nov 05 15:36:08 EST 2024
Thu Nov 21 22:18:04 EST 2024
Sat Dec 16 12:08:20 EST 2023
IsPeerReviewed true
IsScholarly true
Issue 3
Keywords Ethics
Regulation
Governance
Artificial Intelligence
Framework
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c319t-a13c6a4aa048acb2392cdec61dc6a6cfa3d171e72bb1a96bad88a322d12e454f3
ORCID 0000-0003-0187-8707
0000-0002-1421-3280
0000-0002-4481-0115
PQID 2602864606
PQPubID 25743
PageCount 21
ParticipantIDs proquest_journals_2602864606
crossref_primary_10_1007_s10676_021_09593_z
springer_journals_10_1007_s10676_021_09593_z
PublicationCentury 2000
PublicationDate 2021-09-01
PublicationDateYYYYMMDD 2021-09-01
PublicationDate_xml – month: 09
  year: 2021
  text: 2021-09-01
  day: 01
PublicationDecade 2020
PublicationPlace Dordrecht
PublicationPlace_xml – name: Dordrecht
PublicationTitle Ethics and information technology
PublicationTitleAbbrev Ethics Inf Technol
PublicationYear 2021
Publisher Springer Netherlands
Springer Nature B.V
Publisher_xml – name: Springer Netherlands
– name: Springer Nature B.V
References Canada Government. (2020). Algorithmic Impact Assessment. https://www.canada.ca/en/government/system/digital-government/digital-government-innovations/responsible-use-ai/algorithmic-impact-assessment.html. Accessed 15 Dec 2020.
Greene, D., Hoffmann, A. L., & Stark, L. (2019). Better, nicer, clearer, fairer: A critical assessment of the movement for ethical artificial intelligence and machine learning. Hawaii International Conference on System Sciences 52nd, 2019.
ManteleroAAI & Big Data: A blueprint for human rights, social and ethical impact assessmentComputer Law & Security Review2018344754772
CaveSNyrupRVoldKWellerAMotivations and risks of machine ethicsProceedings of the IEEE20191073562574
UK Government. (2018). Government response to House of Lords Artificial Intelligence Select Committee’s Report on AI in the UK: Ready, Willing and Able? https://www.gov.uk/government/publications/ai-in-the-uk-ready-willing-and-able-government-response-to-the-select-committee-report. Accessed 31 December 2020
University of Montreal. (2018). Montreal Declaration for a Responsible Development of Artificial Intelligence. https://www.montrealdeclaration-responsibleai.com/the-declaration Accessed 20 July 2020
Kaal, W. A., & Vermeulen, E. P.M. (2017). How to regulate disruptive innovation: From facts to data. Jurimetrics, 57(2).
GurkaynakGYilmazIHakseverGStifling artificial intelligence: Human perilsComputer Law & Security Review2016325749758
Caron, M. S., & Gupta, A. (2020). The social contract for AI. Cornell University. https://arxiv.org/abs/2006.08140v1 Accessed 6 Dec 2020.
CaloMRPeeping halsArtificial Intelligence Review2011175940994
SmuhaNABeyond a human rights-based approach to AI governance: Promise2020Philosophy & Technology
United NationsUN guiding principles on business and human rights2011UN Human Rights Council2011
US Congress. (2019). H.Res.153 - Supporting the de7velopment of guidelines for ethical development of artificial intelligence. https://www.congress.gov/bill/116th-congress/house-resolution/153?q=%7B%22search%22%3A%5B%22ARTIFICIAL+INTELLIGENCE%22%5D%7D&s=2&r=4
BrysonJJPatiency is not a virtue: The design of intelligent systems and systems of ethicsEthics and Information Technology2018201526
CerkaPGrigieneJSirbikyteGIs it possible to grant legal personality to artificial intelligence software systems?Computer Law & Security Review2017335685699
CerkaPGrigieneJSirbikiteGLiability for damages caused by artificial intelligenceComputer Law & Security Review2015313376389
EU Parliament. (2012). Charter of Fundamental Rights of the European Union (2012/C 326/02), Official Journal of the European Union, 2012 C 326, (pp. 391).
French, P. M. (2018). For a Meaningful Artificial Intelligence: Toward a French and European Strategy. Mission assigned by the French Prime Minister. https://www.aiforhumanity.fr/pdfs/MissionVillani_Report_ENG-VF.pdf. Accessed 30 July 2020.
AI HLEG - High-Level Expert Group on Artificial. (2019b). Ethics guidelines for trustworthy AI. High-level expert group on artificial intelligence for the European Commission.
Organisation for Economic Co-operation and Development (2019). ‘Recommendation of the Council on Artificial Intelligence’.
Hagendorff, T. (2019). The ethics of AI ethics: An evaluation of guidelines. CoRR, abs/1903.03425.
DennisLFisherMSlavkovikMWebsterMFormal verification of ethical choices in autonomous systemsRobotics and Autonomous Systems201677114
ReedCHow should we regulate artificial intelligence?Philosophy Transactions of the Royal Society20183762128
LiuHIrresponsibilities, inequalities and injustice for autonomous vehiclesEthics Information Technology Journal201719193207
Villaronga, E. F., & Heldeweg, M. (2018). Regulation, I presume? Said the robot: Towards an iterative regulatory process for robot governance. Computer Law & Security Review, 21 June, 2018.
SchraderDGhoshDProactively protecting against the singularity: Ethical decision making AIIEEE Computer and Reliability Societies Review20181635663
European Commission. (2019). Communication from the Commission to the European Parliament, the Council, The European Economic and Social Committee and the Committee of the Regions. Brussels. https://www.eea.europa.eu/policy-documents/communication-from-the-commission-to-1. Accessed 30 July 2020.
EU GDPR. (2016). European Parliament. General Data Protection Regulation. https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=CELEX:32016R0679. Accessed 30 July 2020.
BonnemainsVSaurelCTessierCEmbedded ethics: Some technical and ethical challengesEthics Information Technology.20182041
CarterDRegulation and ethics in artificial intelligence and machine learning technologies: Where are we now? Who is responsible? Can the information professional play a role?Business Information Review.20203726068
Hilb, M. (2020). Toward artificial governance? The role of artificial intelligence in shaping the future or corporate governance. Journal of Management and Governance.
Mika, N., Nadezhda, G., Jaana, L., & Raija, K., (2019). Ethical AI for the governance of the Society: Challenges and opportunities. CEUR Workshop Proceedings, 2505, 20–26. http://ceur-ws.org/Vol-2505/paper03.pdf. Accessed 20 July 2020.
Black, J. (2002) Critical reflections on regulation. Australian Journal of Legal Philosopy,27, 1–35. http://www.austlii.edu.au/au/journals/AUJlLegPhil/2002/1.pdf. Accessed 30 July 2020.
HolderCKhuranaVHarrisonFJacobsLRobotics and law: Key legal and regulatory implications of the robotics age (Part I of II)Computer Law & Security Review2016323383402
WaserMDesigning, implementing and enforcing a coherent system of laws, ethics and morals for intelligent machines (including humans)Procedia Computer Science201571106111
Hildebrandt, M. (2018). Algorithmic regulation and the rule of law. Philosophy Transactions of the Royal Society, 376 (2128).
Rousseau, J. (2016). The Social Contract. (202–230). ISBN: 978911495741. London: Sovereign.
BodenMBrysonJCaldwellDDautenhahnKEdwardsLKemberSNewmanPParryVPegmanGRoddenTSorrellTWallisMWhitbyBWinfieldAPrinciples of robotics: Regulating robots in the real worldConnection Science2017292124129
Arkin, R. C. (2011). Governing lethal behavior: Embedding ethics in a hybrid deliberative/reactive robot architecture. In Proceedings of the 3rd ACM/IEEE international conference on Human robot interaction, 121–128.
Aayog, N. (2018). National Strategy for Artificial Intelligence: #AI for All (Discussion Paper) https://www.niti.gov.in/writereaddata/files/document_publication/NationalStrategy-for-AI-Discussion-Paper.pdf. Accessed 30 July 2020.
DonahoeEMetzgerMMArtificial intelligence and human rightsJournal of Democracy2019302115126
Partnership on AI to Benefit People and Society. (2016) https://www.partnershiponai.org/about/. Accessed 12 July 2020.
TaddeoMFloridiLHow AI can be a force for good: An ethical framework will help to harness the potential of AI while keeping humans in controlScience Review201836164047517521415.68164
ArnoldTScheutzMThe big red button is too late: an alternative model for the ethical evaluation of AI systemsEthics and Information Technology2018205969
Nevejans, N. (2016). European civil law rules in robotics. Study requested by the European Parliament’s Committee on Legal Affairs. Policy Department Citizens’ Right and Constitutional Affairs.
Future of Life Institute. (2019a). National and International AI Strategies. https://futureoflife.org/national-international-ai-strategies/. Accessed 20 September 2019.
Bench-CaponTModgilSNorms and value based reasoning: Justifying compliance and violationArtificial Intelligence & Law Review2017252964
Firth-ButterfieldKArtificial Intelligence and the Law: More questions than answersScitech Lawyer2017142831
IEEE. (2020). a call to action for business using AI—Ethically aligned design for business. https://standards.ieee.org/content/dam/ieee-standards/standards/web/documents/other/ead/ead-for-business.pdf. Accessed 20 July 2020.
SchererMURegulating artificial intelligence systems: Risks, challenges, competences and strategiesHarvard Journal of Law & Technology2016292354398
Wallach, W., & Marchant, G. E. (2018). An agile ethical/legal model for the international and national governance of ai and robotics. Association for the Advancement of Artificial Intelligence. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6191666/. Accessed 20 July 2020
Cath, C., Watcher, S., Mittelsadt, B., Taddeo, M., & Floridi, L. (2017). Artificial Intelligence and the ‘Good Society’: the US, EU, and UK approach. https://ssrn.com/abstract=2906249 or https://doi.org/10.2139/ssrn.2906249. Accessed 21 June 2019.
RahwanISociety-in-the-loop: Programming the algorithmic social contractEthics and Information Technology.201720514
AmigoniFSchiaffonatiVEthics for robots as experimental technologiesIEEE Robotics & Automation Magazine2018253036
Dubai (2019). Smart Dubai. Artificial intelligence principles and ethics. https://smartdubai.ae/initiatives/ai-principles-ethics. Accessed 20 July 2020.
Yeung, K., Howes, A., & Pogrebna, G. (2019). AI governance by human rights-centred design, deliberation and oversight: An end to ethics washing (June 21, 2019). Forthcoming in M Dubber and F Pasquale (eds.) The Oxford Handbook of AI Ethics, Oxford University Press (2019), https://doi.org/10.2139/ssrn.3435011. Accessed 15 December 2020.
Lenardon, J. P. A. (2017). The Regulation of Artificial Intelligence. Master Thesis. Tilburg Institute for Law, Technology and Society. Netherlands.
Jackson, B. W. (2020). Cybersecurity, privacy, and artificial intelligence: An examination of legal issues surrounding the European Union General Data Protection Regulation and Autonomous Network Defense, 21 Minnesota Journal of Law, Science & Technology, 21
LeitnerCStiefmuellerCMBaimenovALiverakosPDisruptive technologies and the public sector: The changing dynamics of governancePublic service excellence in the 21st century2019Palgrave Macmillan238239
AI HLEG - High-Level Expert Group on Artificial Intelligence. (2019a). A definition of AI: Main cap
9593_CR39
9593_CR38
9593_CR36
9593_CR33
9593_CR32
9593_CR31
D Schrader (9593_CR93) 2018; 16
9593_CR4
9593_CR6
A Adadi (9593_CR1) 2018; 6
9593_CR2
9593_CR3
MR Calo (9593_CR22) 2011; 175
9593_CR27
V Bonnemais (9593_CR14) 2018; 20
9593_CR25
9593_CR24
N Bostrom (9593_CR19) 2014
9593_CR8
9593_CR9
I Rahwan (9593_CR87) 2017; 20
M Taddeo (9593_CR95) 2018; 361
Y Lin (9593_CR73) 2020
A Tutt (9593_CR97) 2017; 69
A Mantelero (9593_CR76) 2018; 34
J Millar (9593_CR78) 2016; 30
9593_CR18
P Cerka (9593_CR30) 2017; 33
9593_CR12
9593_CR11
9593_CR98
S Cave (9593_CR28) 2019; 107
S Gregor (9593_CR50) 2006; 30
9593_CR96
9593_CR90
CM Buiten (9593_CR15) 2019; 10
M Butterworth (9593_CR21) 2018; 34
G Gurkaynak (9593_CR51) 2016; 32
JJ Bryson (9593_CR20) 2018; 20
T Arnold (9593_CR7) 2018; 20
9593_CR89
9593_CR84
9593_CR83
9593_CR82
9593_CR81
9593_CR80
B Verheij (9593_CR104) 2016; 24
SA Wright (9593_CR108) 2018; 61
9593_CR79
F Amigoni (9593_CR5) 2018; 25
A Jobin (9593_CR62) 2019; 1
9593_CR77
9593_CR75
United Nations (9593_CR99) 2011
V Bonnemains (9593_CR17) 2018; 20
9593_CR71
MU Scherer (9593_CR92) 2016; 29
E Donahoe (9593_CR37) 2019; 30
C Holder (9593_CR56) 2016; 32
J Kunz (9593_CR66) 1949; 43
E Davis (9593_CR34) 2015; 220
M Boden (9593_CR16) 2017; 29
MR Calo (9593_CR23) 2015; 103
C Reed (9593_CR88) 2018; 376
9593_CR100
9593_CR101
C Leitner (9593_CR70) 2019
9593_CR102
9593_CR69
9593_CR103
9593_CR68
9593_CR67
9593_CR105
9593_CR106
9593_CR64
9593_CR63
9593_CR61
K Firth-Butterfield (9593_CR42) 2017; 14
9593_CR60
D Carter (9593_CR26) 2020; 37
S Russell (9593_CR91) 1995
C Holder (9593_CR55) 2016; 32
L Floridi (9593_CR44) 2020; 26
9593_CR59
9593_CR58
9593_CR57
9593_CR54
9593_CR53
9593_CR52
NA Smuha (9593_CR94) 2020
M Waser (9593_CR107) 2015; 71
T Bench-Capon (9593_CR10) 2017; 25
9593_CR49
9593_CR48
9593_CR47
9593_CR46
9593_CR45
9593_CR43
9593_CR41
L Dennis (9593_CR35) 2016; 77
9593_CR40
IV Poel (9593_CR85) 2016; 22
P Cerka (9593_CR29) 2015; 31
S Kozuka (9593_CR65) 2019; 24
P Lin (9593_CR72) 2011; 175
H Prakken (9593_CR86) 2017; 25
H Liu (9593_CR74) 2017; 19
References_xml – ident: 9593_CR54
  doi: 10.1098/rsta.2017.0355
– ident: 9593_CR9
– volume: 29
  start-page: 124
  issue: 2
  year: 2017
  ident: 9593_CR16
  publication-title: Connection Science
  doi: 10.1080/09540091.2016.1271400
  contributor:
    fullname: M Boden
– volume: 25
  start-page: 341
  year: 2017
  ident: 9593_CR86
  publication-title: Artificial Intelligence & Law
  doi: 10.1007/s10506-017-9210-0
  contributor:
    fullname: H Prakken
– volume: 16
  start-page: 56
  issue: 3
  year: 2018
  ident: 9593_CR93
  publication-title: IEEE Computer and Reliability Societies Review
  contributor:
    fullname: D Schrader
– volume: 77
  start-page: 1
  year: 2016
  ident: 9593_CR35
  publication-title: Robotics and Autonomous Systems
  doi: 10.1016/j.robot.2015.11.012
  contributor:
    fullname: L Dennis
– ident: 9593_CR59
– volume: 34
  start-page: 754
  issue: 4
  year: 2018
  ident: 9593_CR76
  publication-title: Computer Law & Security Review
  doi: 10.1016/j.clsr.2018.05.017
  contributor:
    fullname: A Mantelero
– year: 2020
  ident: 9593_CR73
  publication-title: Philosophy & Technology
  doi: 10.1007/s13347-020-00406-7
  contributor:
    fullname: Y Lin
– ident: 9593_CR101
– volume: 30
  start-page: 115
  issue: 2
  year: 2019
  ident: 9593_CR37
  publication-title: Journal of Democracy
  doi: 10.1353/jod.2019.0029
  contributor:
    fullname: E Donahoe
– volume: 26
  start-page: 1771
  year: 2020
  ident: 9593_CR44
  publication-title: Science and Engineering Ethics
  doi: 10.1007/s11948-020-00213-5
  contributor:
    fullname: L Floridi
– volume: 43
  start-page: 316
  issue: 2
  year: 1949
  ident: 9593_CR66
  publication-title: American Journal of International Law
  doi: 10.2307/2193039
  contributor:
    fullname: J Kunz
– ident: 9593_CR45
– ident: 9593_CR24
– ident: 9593_CR18
– ident: 9593_CR6
– volume: 30
  start-page: 787
  issue: 8
  year: 2016
  ident: 9593_CR78
  publication-title: Applied Artificial Intelligence
  doi: 10.1080/08839514.2016.1229919
  contributor:
    fullname: J Millar
– volume: 107
  start-page: 562
  issue: 3
  year: 2019
  ident: 9593_CR28
  publication-title: Proceedings of the IEEE
  doi: 10.1109/JPROC.2018.2865996
  contributor:
    fullname: S Cave
– volume: 20
  start-page: 41
  year: 2018
  ident: 9593_CR17
  publication-title: Ethics Information Technology.
  doi: 10.1007/s10676-018-9444-x
  contributor:
    fullname: V Bonnemains
– ident: 9593_CR80
– volume: 69
  start-page: 83
  issue: 83
  year: 2017
  ident: 9593_CR97
  publication-title: Administrative Law Review
  contributor:
    fullname: A Tutt
– ident: 9593_CR39
– ident: 9593_CR49
  doi: 10.24251/HICSS.2019.258
– ident: 9593_CR77
– volume: 376
  start-page: 2128
  year: 2018
  ident: 9593_CR88
  publication-title: Philosophy Transactions of the Royal Society
  contributor:
    fullname: C Reed
– volume: 103
  start-page: 513
  issue: 3
  year: 2015
  ident: 9593_CR23
  publication-title: California Law Review
  contributor:
    fullname: MR Calo
– ident: 9593_CR96
– ident: 9593_CR48
– volume: 30
  start-page: 611
  issue: 3
  year: 2006
  ident: 9593_CR50
  publication-title: MIS Quarterly
  doi: 10.2307/25148742
  contributor:
    fullname: S Gregor
– ident: 9593_CR43
  doi: 10.2139/ssrn.3518482
– volume: 32
  start-page: 557
  year: 2016
  ident: 9593_CR56
  publication-title: Computer Law Secure Review
  doi: 10.1016/j.clsr.2016.05.011
  contributor:
    fullname: C Holder
– volume: 361
  start-page: 751
  issue: 6404
  year: 2018
  ident: 9593_CR95
  publication-title: Science Review
  contributor:
    fullname: M Taddeo
– ident: 9593_CR57
– ident: 9593_CR3
– ident: 9593_CR33
  doi: 10.5281/zenodo.3516525
– volume: 10
  start-page: 41
  issue: 1
  year: 2019
  ident: 9593_CR15
  publication-title: European Journal of Risk Regulation
  doi: 10.1017/err.2019.8
  contributor:
    fullname: CM Buiten
– ident: 9593_CR53
  doi: 10.1007/s10997-020-09519-9
– ident: 9593_CR60
– volume: 37
  start-page: 60
  issue: 2
  year: 2020
  ident: 9593_CR26
  publication-title: Business Information Review.
  doi: 10.1177/0266382120923962
  contributor:
    fullname: D Carter
– volume: 71
  start-page: 106
  year: 2015
  ident: 9593_CR107
  publication-title: Procedia Computer Science
  doi: 10.1016/j.procs.2015.12.213
  contributor:
    fullname: M Waser
– ident: 9593_CR68
– ident: 9593_CR8
– ident: 9593_CR64
  doi: 10.2139/ssrn.2808044
– volume: 22
  start-page: 667
  issue: 3
  year: 2016
  ident: 9593_CR85
  publication-title: Science and Engineering Ethics
  doi: 10.1007/s11948-015-9724-3
  contributor:
    fullname: IV Poel
– ident: 9593_CR82
– ident: 9593_CR84
  doi: 10.1590/S0100-512X2014000200002
– start-page: 4
  volume-title: Artificial Intelligence. A Modern Approach
  year: 1995
  ident: 9593_CR91
  contributor:
    fullname: S Russell
– ident: 9593_CR79
– volume: 20
  start-page: 15
  year: 2018
  ident: 9593_CR20
  publication-title: Ethics and Information Technology
  doi: 10.1007/s10676-018-9448-6
  contributor:
    fullname: JJ Bryson
– ident: 9593_CR40
– ident: 9593_CR102
– volume: 31
  start-page: 376
  issue: 3
  year: 2015
  ident: 9593_CR29
  publication-title: Computer Law & Security Review
  doi: 10.1016/j.clsr.2015.03.008
  contributor:
    fullname: P Cerka
– ident: 9593_CR12
  doi: 10.3917/aj.351.0027
– volume: 25
  start-page: 29
  year: 2017
  ident: 9593_CR10
  publication-title: Artificial Intelligence & Law Review
  doi: 10.1007/s10506-017-9194-9
  contributor:
    fullname: T Bench-Capon
– volume: 32
  start-page: 749
  issue: 5
  year: 2016
  ident: 9593_CR51
  publication-title: Computer Law & Security Review
  doi: 10.1016/j.clsr.2016.05.003
  contributor:
    fullname: G Gurkaynak
– volume: 20
  start-page: 59
  year: 2018
  ident: 9593_CR7
  publication-title: Ethics and Information Technology
  doi: 10.1007/s10676-018-9447-7
  contributor:
    fullname: T Arnold
– ident: 9593_CR90
– ident: 9593_CR46
– ident: 9593_CR52
– volume: 29
  start-page: 354
  issue: 2
  year: 2016
  ident: 9593_CR92
  publication-title: Harvard Journal of Law & Technology
  contributor:
    fullname: MU Scherer
– ident: 9593_CR32
– volume: 220
  start-page: 121
  year: 2015
  ident: 9593_CR34
  publication-title: Artificial Intelligence Review
  doi: 10.1016/j.artint.2014.12.003
  contributor:
    fullname: E Davis
– ident: 9593_CR81
  doi: 10.2991/assehr.k.200321.113
– ident: 9593_CR105
  doi: 10.2139/ssrn.3435011
– ident: 9593_CR69
  doi: 10.2139/ssrn.3214572
– volume-title: Beyond a human rights-based approach to AI governance: Promise
  year: 2020
  ident: 9593_CR94
  contributor:
    fullname: NA Smuha
– volume: 25
  start-page: 30
  year: 2018
  ident: 9593_CR5
  publication-title: IEEE Robotics & Automation Magazine
  doi: 10.1109/MRA.2017.2781543
  contributor:
    fullname: F Amigoni
– start-page: 238
  volume-title: Public service excellence in the 21st century
  year: 2019
  ident: 9593_CR70
  contributor:
    fullname: C Leitner
– ident: 9593_CR27
  doi: 10.2139/ssrn.2906249
– volume: 20
  start-page: 41
  year: 2018
  ident: 9593_CR14
  publication-title: Ethics and Information Technology
  doi: 10.1007/s10676-018-9444-x
  contributor:
    fullname: V Bonnemais
– volume: 32
  start-page: 383
  issue: 3
  year: 2016
  ident: 9593_CR55
  publication-title: Computer Law & Security Review
  doi: 10.1016/j.clsr.2016.03.001
  contributor:
    fullname: C Holder
– ident: 9593_CR2
– volume: 19
  start-page: 193
  year: 2017
  ident: 9593_CR74
  publication-title: Ethics Information Technology Journal
  doi: 10.1007/s10676-017-9436-2
  contributor:
    fullname: H Liu
– ident: 9593_CR63
– volume-title: Superintelligence: Paths, dangers, strategies
  year: 2014
  ident: 9593_CR19
  contributor:
    fullname: N Bostrom
– volume: 175
  start-page: 942
  year: 2011
  ident: 9593_CR72
  publication-title: Artificial Intelligence Review
  doi: 10.1016/j.artint.2010.11.026
  contributor:
    fullname: P Lin
– volume: 6
  start-page: 52138
  year: 2018
  ident: 9593_CR1
  publication-title: IEEE Access Review
  doi: 10.1109/ACCESS.2018.2870052
  contributor:
    fullname: A Adadi
– ident: 9593_CR98
– ident: 9593_CR100
– volume: 1
  start-page: 389
  year: 2019
  ident: 9593_CR62
  publication-title: Nature Machine Intelligence
  doi: 10.1038/s42256-019-0088-2Accessed20July2020
  contributor:
    fullname: A Jobin
– ident: 9593_CR103
  doi: 10.2139/ssrn.3194497
– ident: 9593_CR25
– start-page: 2011
  volume-title: UN guiding principles on business and human rights
  year: 2011
  ident: 9593_CR99
  contributor:
    fullname: United Nations
– ident: 9593_CR11
  doi: 10.2307/j.ctv153k50r.8
– ident: 9593_CR67
  doi: 10.1017/als.2020.19
– volume: 175
  start-page: 940
  year: 2011
  ident: 9593_CR22
  publication-title: Artificial Intelligence Review
  doi: 10.1016/j.artint.2010.11.025
  contributor:
    fullname: MR Calo
– ident: 9593_CR83
– volume: 33
  start-page: 685
  issue: 5
  year: 2017
  ident: 9593_CR30
  publication-title: Computer Law & Security Review
  doi: 10.1016/j.clsr.2017.03.022
  contributor:
    fullname: P Cerka
– ident: 9593_CR38
– ident: 9593_CR41
– volume: 20
  start-page: 5
  year: 2017
  ident: 9593_CR87
  publication-title: Ethics and Information Technology.
  doi: 10.1007/s10676-017-9430-8
  contributor:
    fullname: I Rahwan
– ident: 9593_CR71
  doi: 10.2307/2696373
– ident: 9593_CR106
– volume: 61
  start-page: 823
  issue: 6
  year: 2018
  ident: 9593_CR108
  publication-title: Business Horizons
  doi: 10.1016/j.bushor.2018.07.001
  contributor:
    fullname: SA Wright
– ident: 9593_CR47
– ident: 9593_CR89
– volume: 34
  start-page: 257
  year: 2018
  ident: 9593_CR21
  publication-title: Computer Law & Security Review
  doi: 10.1016/j.clsr.2018.01.004
  contributor:
    fullname: M Butterworth
– ident: 9593_CR36
  doi: 10.2139/ssrn.3298980
– ident: 9593_CR31
  doi: 10.1609/aaai.v31i1.11140
– ident: 9593_CR58
– ident: 9593_CR4
– ident: 9593_CR61
– volume: 24
  start-page: 315
  year: 2019
  ident: 9593_CR65
  publication-title: Uniform Law Review
  doi: 10.1093/ulr/unz014
  contributor:
    fullname: S Kozuka
– ident: 9593_CR75
– volume: 24
  start-page: 387
  issue: 4
  year: 2016
  ident: 9593_CR104
  publication-title: Artificial Intelligence & Law Review
  doi: 10.1007/s10506-016-9189-y
  contributor:
    fullname: B Verheij
– volume: 14
  start-page: 28
  year: 2017
  ident: 9593_CR42
  publication-title: Scitech Lawyer
  contributor:
    fullname: K Firth-Butterfield
SSID ssj0005717
Score 2.4664788
Snippet This article develops a conceptual framework for regulating Artificial Intelligence (AI) that encompasses all stages of modern public policy-making, from the...
SourceID proquest
crossref
springer
SourceType Aggregation Database
Publisher
StartPage 505
SubjectTerms Artificial intelligence
Computer Science
Ethics
Innovation/Technology Management
Legislation
Library Science
Literature reviews
Management of Computing and Information Systems
Original Paper
Policy making
Public policy
R&D
Regulation
Research & development
Social values
Sustainability
User Interfaces and Human Computer Interaction
Title Artificial Intelligence Regulation: a framework for governance
URI https://link.springer.com/article/10.1007/s10676-021-09593-z
https://www.proquest.com/docview/2602864606
Volume 23
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3NS8MwFH_odtnF6VScbpKDeNHI0nZJ60EYurmJiOgEbyVNUg_CFLcd3F_vS5vaKXrQU6FpHuV9JO8l770fwIGyBZlhivbtK04DbSIaGu1Rht6E1AYdCp6B2N6Lm8fwom_b5PifRxeT55PiRjJbqJdq3biw-bIY_dpmunSxClXce7qo3NVe_2p4XWZ2iAxol_moBCzqClcr8zOVr_tR6WR-uxfNtptB_V8_ug5rzrskvVwdNmDFTBpQL5AbiDPkBrRduQI5JK4eycqnHK_dFggH75twZsnljSbIaKmDJ7nLcexx5imRJC3SvAgSJE8Zhq9VqS14GPTH50PqYBeoQnucUclQbDKQEo1bqsRDD0ppozjT-JqrVPqaCWaElyRMRjyROgwlrguaeSboBqm_DZXJy8TsANGpUganWz8hsNFZFCYBTxWqgZIdIZpwVDA_fs27a8RlH2XLxxj5GGd8jBdNaBXyiZ2lTWOMx7yQBxiHNeG4EEg5_Du13b99vgc1L5cp7bAWVGZvc9OG1ame7zv9s8_R-HLwARgD1ws
link.rule.ids 315,782,786,27933,27934,41073,42142,48344,48347,49649,49652,52153
linkProvider Springer Nature
linkToHtml http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1RT8IwEL4IPOiLKGpEQftgfNEldJR288GEKAgRiVFMfFu6tvMNjcCD_HqvW5eh0Qd9XdfLcvdde5fd3QdwomxDZpCgf7cV95g2oRcY7XsUowmpDQYUPCWxfRTj5-C6Z8fksLwXJq12z39Jpif1SrMbF7ZgFtNfO03XW5agwkLOEMuV7nBy0y9KO0TKtEvbiAIadoRrlvlZytcLqYgyv_0YTe-bfvV_X7oFmy6-JN0MENuwZqY1qObcDcS5cg2armGBnBLXkWQtVKxv3OccBx87cGnFZaMmyHBlhid5yJjscecFkSTJC70ICiQvKYuvBdUuPPV7k6uB54gXPIUeOfckRcNJJiW6t1SxjzGU0kZxqvExV4lsayqoEX4cUxnyWOogkHgyaOob1mFJew_K09ep2QeiE6UMbreRArP5WRjEjCcKgaBkS4g6nOXaj96y-RpRMUnZ6jFCPUapHqNlHRq5gSLna7MIMzI_4AwzsTqc5wYpln-XdvC3149hfTC5G0Wj4fj2EDb8zL5eizagPH9fmCaUZnpx5MD4CUUS2W0
linkToPdf http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LTwIxEJ4IJMaLKGpEQXswXrSB7pZ9eDAhAgElhPhIvG26bdfbSgQO8uud7sNFowfjdbudbOaxnUnn-wbgTBpAphdhfNvSoVxpn3paWZRhNiGUxoTCSYbYPriTZ6_XNzQ5nyj-pNs9v5JMMQ2GpSletGYqaq0B3xzXNM9iKWyYdemqBBWOlQx6eqXbvx2OizYPN5m6y2z0COZ33Aw487OUr4dTkXF-uyRNzp5B9f9fvQPbWd5Juqmj7MKGjmtQzWc6kCzEa9DMgAzknGRIJWO5Yn1rms8-eN-DayMupaAgozVuT3KfTrjHnVdEkChvACMokLwk032Ns-3D06D_eDOk2UAGKjFSF1QwNKjgQmDYCxlamFtJpaXDFD52ZCRsxVymXSsMmfCdUCjPE_jHUMzSvMMj-wDK8WusD4GoSEqN200GwU3d5nshdyKJDiJF23XrcJFbIpilvBtBwbBs9BigHoNEj8GqDo3cWEEWg_MAKzXLczhWaHW4zI1TLP8u7ehvr5_C5rQ3CMajyd0xbFmpeWmbNaC8eFvqJpTmanmS-eUHjNDiMA
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Artificial+Intelligence+Regulation%3A+a+framework+for+governance&rft.jtitle=Ethics+and+information+technology&rft.au=de+Almeida%2C+Patricia+Gomes+R%C3%AAgo&rft.au=dos+Santos%2C+Carlos+Denner&rft.au=Farias%2C+Josivania+Silva&rft.date=2021-09-01&rft.pub=Springer+Netherlands&rft.issn=1388-1957&rft.eissn=1572-8439&rft.volume=23&rft.issue=3&rft.spage=505&rft.epage=525&rft_id=info:doi/10.1007%2Fs10676-021-09593-z&rft.externalDocID=10_1007_s10676_021_09593_z
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1388-1957&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1388-1957&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1388-1957&client=summon