A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence
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Publication date
2020
Authors
Akata, Zeynep
Balliet, Dan
de Rijke, Maarten
Dignum, F.P.M.
Dignum, Virginia
Eiben, Guszti
Fokkens, Antske
Grossi, Davide
Hindriks, K.V.
Hoos, Holger
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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.
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Akata, Z, Balliet, D, de Rijke, M, Dignum, F P M, Dignum, V, Eiben, G, Fokkens, A, Grossi, D, Hindriks, K V, Hoos, H, Hung, H, Jonker, C, Monz, C, Neerincx, M, Oliehoek, F, Prakken, H, Schlobach, S, van der Gaag, L C, van Harmelen, F, van Hoof, H, van Riemsdijk, M 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, vol. 53, no. 8, pp. 18-28. https://doi.org/10.1109/MC.2020.2996587