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

Zeynep Akata; Virginia Dignum; Koen Hindriks; Hayley Hung; Catholijn Jonker; Mark Neerincx; Frans Oliehoek; Birna van Riemsdijk; A.L. Robbins-van Wynsberghe; null More Authors

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, Virginia Dignum, Koen Hindriks, Hayley Hung, Catholijn Jonker, Mark Neerincx, Frans Oliehoek, Birna van Riemsdijk, A.L. Robbins-van Wynsberghe, More Authors

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

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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
Journal	Computer (New York)
Volume	53
Issue number	8
DOIs	https://doi.org/10.1109/MC.2020.2996587
Publication status	Published - 2020

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10.1109/MC.2020.2996587

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Akata, Z., Dignum, V., Hindriks, K., Hung, H., Jonker, C., Neerincx, M., Oliehoek, F., van Riemsdijk, B., Robbins-van Wynsberghe, A. L., & More Authors (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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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 Virginia Dignum and Koen Hindriks and Hayley Hung and Catholijn Jonker and Mark Neerincx and Frans Oliehoek and {van Riemsdijk}, Birna and {Robbins-van Wynsberghe}, A.L. and {More Authors}",

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Akata, Z, Dignum, V , Hindriks, K , Hung, H , Jonker, C , Neerincx, M , Oliehoek, F, van Riemsdijk, B, Robbins-van Wynsberghe, AL & More Authors 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

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T1 - A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence

AU - Akata, Zeynep

AU - Dignum, Virginia

AU - Hindriks, Koen

AU - Hung, Hayley

AU - Jonker, Catholijn

AU - Neerincx, Mark

AU - Oliehoek, Frans

AU - van Riemsdijk, Birna

AU - Robbins-van Wynsberghe, A.L.

AU - More Authors, null

PY - 2020

Y1 - 2020

N2 - 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.

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.

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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