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Simons, L.P.A. (author), Neerincx, M.A. (author), Jonker, C.M. (author)Globally, the burden of disease is rising. High performance employees and organisations need to improve their health self-management options and skills. Unfortunately, there are an overwhelming number (> 500,000) of new health publications every year. We aim to design a health AI on top of Scholar Google, to support rapid employee do-it...journal article 2022
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Li, Xueliang Sean (author), Rozendaal, M.C. (author), Vermetten, Eric (author), Jansen, K.M.B. (author), Jonker, C.M. (author)Smart wearables are increasingly used to help people deal with stress. Still, a less explored area of research in this field concerns the partnerships that smart wearables can take on when engaging people in stress-coping activities. To facilitate further understanding of the human-wearable partnerships, we designed Grippy, a smart wearable...journal article 2022
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Liscio, E. (author), van der Meer, M.T. (author), Cavalcante Siebert, L. (author), Jonker, C.M. (author), Murukannaiah, P.K. (author)The pursuit of values drives human behavior and promotes cooperation. Existing research is focused on general values (e.g., Schwartz) that transcend contexts. However, context-specific values are necessary to (1) understand human decisions, and (2) engineer intelligent agents that can elicit and align with human values. We propose Axies, a...journal article 2022
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Yazdanpanah, Vahid (author), Gerding, Enrico H. (author), Stein, Sebastian (author), Dastani, Mehdi (author), Jonker, C.M. (author), Norman, Timothy J. (author), Ramchurn, Sarvapali D. (author)Ensuring the trustworthiness of autonomous systems and artificial intelligence is an important interdisciplinary endeavour. In this position paper, we argue that this endeavour will benefit from technical advancements in capturing various forms of responsibility, and we present a comprehensive research agenda to achieve this. In particular,...journal article 2022
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Moerland, Thomas M. (author), Broekens, D.J. (author), Plaat, Aske (author), Jonker, C.M. (author)Sequential decision making, commonly formalized as optimization of a Markov Decision Process, is a key challenge in artificial intelligence. Two successful approaches to MDP optimization are reinforcement learning and planning, which both largely have their own research communities. However, if both research fields solve the same problem,...journal article 2022
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Viana, Paula (author), Andrade, Maria Teresa (author), Carvalho, Pedro (author), Vilaça, Luis (author), Teixeira, Inês N. (author), Costa, Tiago (author), Jonker, P.P. (author)Applying machine learning (ML), and especially deep learning, to understand visual content is becoming common practice in many application areas. However, little attention has been given to its use within the multimedia creative domain. It is true that ML is already popular for content creation, but the progress achieved so far addresses...journal article 2022
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Boltje, D.B. (author), Hoogenboom, J.P. (author), Jakobi, A. (author), Jensen, Grant J. (author), Jonker, C.T.H. (author), Kaag, Max J. (author), de Agrela Pinto, C. (author), van der Wee, E.B. (author), Hoedt, Sander Den (author)Cryogenic electron tomography (cryo-ET) combined with sub-tomogram averaging, allows in-situ visualization and structure determination of macromolecular complexes at sub-nanometre resolution. Cryogenic focused ion beam (cryo-FIB) micromachining is used to prepare a thin lamella-shaped sample out of a frozen-hydrated cell for cryo-ET imaging,...journal article 2022
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Beckers, N.W.M. (author), Cavalcante Siebert, L. (author), Bruijnes, M. (author), Jonker, C.M. (author), Abbink, David (author)People seem to hold the human driver to be primarily responsible when their partially automated vehicle crashes, yet is this reasonable? While the driver is often required to immediately take over from the automation when it fails, placing such high expectations on the driver to remain vigilant in partially automated driving is unreasonable....journal article 2022
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Shortall, R.M. (author), Itten, Anatol (author), Murukannaiah, P.K. (author), Jonker, C.M. (author), van der Meer, Michiel (author)Designers of online deliberative platforms aim to counter the degrading quality of online debates. Support technologies such as machine learning and natural language processing open avenues for widening the circle of people involved in deliberation, moving from small groups to “crowd” scale. Numerous design features of large-scale online...journal article 2022
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Berka, Jakub (author), Balata, Jan (author), Jonker, C.M. (author), Mikovec, Zdenek (author), van Riemsdijk, M. Birna (author), Tielman, M.L. (author)Disabled people can benefit greatly from assistive digital technologies. However, this increased human-machine symbiosis makes it important that systems are personalized and transparent to users. Existing work often uses data-oriented approaches. However, these approaches lack transparency and make it hard to influence the system’s behavior. In...journal article 2022
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Koning, A.M. (author), Nuijens, Louise (author), Bosveld, F. C. (author), Siebesma, A.P. (author), van Dorp, P. A. (author), Jonker, H.J.J. (author)This study investigates how wind shear and momentum fluxes in the surface- and boundary layer vary across wind and cloud regimes. We use a 9-year-long data set from the Cabauw observatory complemented by (8.2 × 8.2 (Formula presented.)) daily Large Eddy Simulation (LES) hindcasts. An automated algorithm classifies observed and simulated days...journal article 2021
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Aydoğan, Reyhan (author), Kafali, Özgür (author), Arslan, Furkan (author), Jonker, C.M. (author), Singh, Munindar P. (author)Specifying a normative multiagent system (nMAS) is challenging, because different agents often have conflicting requirements. Whereas existing approaches can resolve clear-cut conflicts, tradeoffs might occur in practice among alternative nMAS specifications with no apparent resolution. To produce an nMAS specification that is acceptable to...journal article 2021
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Friedman, Batya (author), Harbers, Maaike (author), Hendry, David G. (author), van den Hoven, M.J. (author), Jonker, C.M. (author), Logler, Nick (author)In this article, we report on eight grand challenges for value sensitive design, which were developed at a one-week workshop, Value Sensitive Design: Charting the Next Decade, Lorentz Center, Leiden, The Netherlands, November 14–18, 2016. A grand challenge is a substantial problem, opportunity, or question that motives sustained research and...journal article 2021
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van der Cruijsen, J. (author), Manoochehri, M. (author), Jonker, Z.D. (author), Andrinopoulou, Eleni Rosalina (author), Frens, Maarten A. (author), Ribbers, G.M. (author), Schouten, A.C. (author), Selles, R.W. (author)Neurophysiologic correlates of motor learning that can be monitored during neurorehabilitation interventions can facilitate the development of more effective learning methods. Previous studies have focused on the role of the beta band (14–30 Hz) because of its clear response during motor activity. However, it is difficult to discriminate...journal article 2021
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Simons, L.P.A. (author), van den Heuvel, Wouter A.C. (author), Jonker, C.M. (author)WhatsApp was evaluated as group support tool for a high impact healthy lifestyle intervention, with 11 young professionals. Users valued the WhatsApp group as an attractive social support addition to the existing eTools and personal coaching. Based on preliminary results: 1) the WhatsApp group generated higher participation than most other...journal article 2020
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Schrijvers, P.J.C. (author), Jonker, H.J.J. (author), de Roode, S.R. (author), Kenjeres, S. (author)This study investigated the surface temperature, air temperature and mean radiant temperature inside an idealized 2D street geometry during daytime. The goal was to unravel the relative impact of radiative transfer, heat conduction and ventilation to the urban heat budget. A building-resolving simulation model has been used, which represents...journal article 2020
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Li, X. (author), Rozendaal, M.C. (author), Jansen, K.M.B. (author), Jonker, C.M. (author), Vermetten, Eric (author)We propose an approach to designing smart wearables that act as partners to help people cope with stress in daily life. Our approach contributes to the developing field of smart wearables by addressing how technological capabilities can be designed to establish partnerships that consider the person, the situation, and the appropriate type of...journal article 2020
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van der Linden, S.J.A. (author), van de Wiel, B.J.H. (author), Petenko, Igor (author), van Heerwaarden, Chiel C. (author), Baas, P. (author), Jonker, H.J.J. (author)High-resolution large-eddy simulations of the Antarctic very stable boundary layer reveal a mechanism for systematic and periodic intermittent bursting. A nonbursting state with a boundary layer height of just 3 m is alternated by a bursting state with a height of ≈5 m. The bursts result from unstable wave growth triggered by a shear-generated...journal article 2020
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Akata, Zeynep (author), Dignum, M.V. (author), Hindriks, K.V. (author), Hung, H.S. (author), Jonker, C.M. (author), Neerincx, M.A. (author), Oliehoek, F.A. (author), van Riemsdijk, M.B. (author), Robbins-van Wynsberghe, A.L. (author)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...journal article 2020
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Hesselman, Cristian (author), Grosso, Paola (author), Holz, Ralph (author), Kuipers, F.A. (author), Hui Xue, Janet (author), Jonker, Mattijs (author), de Ruiter, Joeri (author), Sperotto, Anna (author), van Rijswijk‑Deij, Roland (author), Moura, Giovane C. M. (author), Pras, Aiko (author), de Laat, Cees (author)Policy makers in regions such as Europe are increasingly concerned about the trustworthiness and sovereignty of the foundations of their digital economy, because it often depends on systems operated or manufactured elsewhere. To help curb this problem, we propose the novel notion of a responsible Internet, which provides higher degrees of...journal article 2020