A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence

Zeynep Akata; Dan Balliet; Maarten de Rijke; Frank Dignum; Virginia Dignum; Guszti Eiben; Antske Fokkens; Davide Grossi; Koen Hindriks; Holger Hoos; Hayley Hung; Catholijn Jonker; Cristof Monz; Mark Neerincx; Frans Oliehoek; Henry Prakken; Stefan Schlobach; Linda van der Gaag; Frank van Harmelen; Herke van Hoof; Birna van Riemsdijk; Aimee van Wynsberghe; Rineke Verbrugge; Bart Verheij; Piek Vossen; Max Welling

doi:10.1109/MC.2020.2996587

A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence

Zeynep Akata
, Dan Balliet
, Maarten de Rijke
, Frank Dignum
, Virginia Dignum
, Guszti Eiben
, Antske Fokkens
, Davide Grossi
, Koen Hindriks
, Holger Hoos
, Hayley Hung
, Catholijn Jonker
, Cristof Monz
, Mark Neerincx
, Frans Oliehoek
, Henry Prakken
, Stefan Schlobach
, Linda van der Gaag
, Frank van Harmelen
, Herke van Hoof

Birna van Riemsdijk, Aimee van Wynsberghe, Rineke Verbrugge, Bart Verheij, Piek Vossen, Max Welling

Human Media Interaction

Research output: Contribution to journal › Article › Academic › peer-review

347 Citations (Scopus)

289 Downloads (Pure)

Abstract

We define hybrid intelligence (HI) as the combination of human and machine intelligence, augmenting human intellect and capabilities instead of replacing them and achieving goals that were unreachable by either humans or machines. HI is an important new research focus for artificial intelligence, and we set a research agenda for HI by formulating four challenges.

Original language	English
Pages (from-to)	18-28
Number of pages	11
Journal	Computer (New York)
Volume	53
Issue number	8
DOIs	https://doi.org/10.1109/MC.2020.2996587
Publication status	Published - Aug 2020

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10.1109/MC.2020.2996587Licence: CC BY

ArticleFinal published version, 925 KBLicence: CC BY

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Akata, Z., Balliet, D., de Rijke, M., Dignum, F., Dignum, V., Eiben, G., Fokkens, A., Grossi, D., Hindriks, K., Hoos, H., Hung, H., Jonker, C., Monz, C., Neerincx, M., Oliehoek, F., Prakken, H., Schlobach, S., van der Gaag, L., van Harmelen, F., ... Welling, M. (2020). A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence. Computer (New York), 53(8), 18-28. https://doi.org/10.1109/MC.2020.2996587

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title = "A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence",

abstract = "We define hybrid intelligence (HI) as the combination of human and machine intelligence, augmenting human intellect and capabilities instead of replacing them and achieving goals that were unreachable by either humans or machines. HI is an important new research focus for artificial intelligence, and we set a research agenda for HI by formulating four challenges.",

author = "Zeynep Akata and Dan Balliet and \{de Rijke\}, Maarten and Frank Dignum and Virginia Dignum and Guszti Eiben and Antske Fokkens and Davide Grossi and Koen Hindriks and Holger Hoos and Hayley Hung and Catholijn Jonker and Cristof Monz and Mark Neerincx and Frans Oliehoek and Henry Prakken and Stefan Schlobach and \{van der Gaag\}, Linda and \{van Harmelen\}, Frank and \{van Hoof\}, Herke and \{van Riemsdijk\}, Birna and \{van Wynsberghe\}, Aimee and Rineke Verbrugge and Bart Verheij and Piek Vossen and Max Welling",

year = "2020",

month = aug,

doi = "10.1109/MC.2020.2996587",

language = "English",

volume = "53",

pages = "18--28",

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Akata, Z, Balliet, D, de Rijke, M, Dignum, F, Dignum, V, Eiben, G, Fokkens, A, Grossi, D, Hindriks, K, Hoos, H, Hung, H, Jonker, C, Monz, C, Neerincx, M, Oliehoek, F, Prakken, H, Schlobach, S, van der Gaag, L, van Harmelen, F, van Hoof, H, van Riemsdijk, B, van Wynsberghe, A, Verbrugge, R, Verheij, B, Vossen, P & Welling, M 2020, 'A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence', Computer (New York), vol. 53, no. 8, pp. 18-28. https://doi.org/10.1109/MC.2020.2996587

TY - JOUR

T1 - A Research Agenda for Hybrid Intelligence

T2 - Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence

AU - Akata, Zeynep

AU - Balliet, Dan

AU - de Rijke, Maarten

AU - Dignum, Frank

AU - Dignum, Virginia

AU - Eiben, Guszti

AU - Fokkens, Antske

AU - Grossi, Davide

AU - Hindriks, Koen

AU - Hoos, Holger

AU - Hung, Hayley

AU - Jonker, Catholijn

AU - Monz, Cristof

AU - Neerincx, Mark

AU - Oliehoek, Frans

AU - Prakken, Henry

AU - Schlobach, Stefan

AU - van der Gaag, Linda

AU - van Harmelen, Frank

AU - van Hoof, Herke

AU - van Riemsdijk, Birna

AU - van Wynsberghe, Aimee

AU - Verbrugge, Rineke

AU - Verheij, Bart

AU - Vossen, Piek

AU - Welling, Max

PY - 2020/8

Y1 - 2020/8

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AB - We define hybrid intelligence (HI) as the combination of human and machine intelligence, augmenting human intellect and capabilities instead of replacing them and achieving goals that were unreachable by either humans or machines. HI is an important new research focus for artificial intelligence, and we set a research agenda for HI by formulating four challenges.

UR - http://intimate-computing.net/my-papers/2020/akata20computer.pdf

U2 - 10.1109/MC.2020.2996587

DO - 10.1109/MC.2020.2996587

M3 - Article

SN - 0018-9162

VL - 53

SP - 18

EP - 28

JO - Computer (New York)

JF - Computer (New York)

IS - 8

ER -

A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence

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