Human-XAI interaction: a review and design principles for explanation user interfaces

M Chromik, A Butz - Human-Computer Interaction–INTERACT 2021: 18th …, 2021 - Springer
The interdisciplinary field of explainable artificial intelligence (XAI) aims to foster human
understanding of black-box machine learning models through explanation-generating …

Toward understanding the design of intertwined human–computer integrations

FF Mueller, N Semertzidis, J Andres… - ACM Transactions on …, 2023 - dl.acm.org
Human–computer integration is an HCI trend in which computational machines can have
agency, ie, take control. Our work focuses on a particular form of integration in which the …

Integrated exertion—understanding the design of human–computer integration in an exertion context

J Andres, N Semertzidis, Z Li, Y Wang… - ACM Transactions on …, 2023 - dl.acm.org
Human–computer interaction (HCI) is increasingly interested in supporting exertion
experiences so more people can benefit from physical activity. So far, most systems have …

Towards designing playful bodily extensions: Learning from expert interviews

OO Buruk, LP Matjeka, FF Mueller - … of the 2023 CHI Conference on …, 2023 - dl.acm.org
Interactive technologies offer novel opportunities for physically extending our bodies, with
the most prominent examples being prosthetics along with systems emerging from the …

Taking inspiration from becoming “one with a bike” to design human-computer integration

FF Mueller, J von Kaenel, J Duckworth… - Human–Computer …, 2025 - Taylor & Francis
Within HCI, there appears to be an interest in the human-computer integration paradigm
(Farooq & Grudin, 2016; Grudin et al., 2018; Mueller et al., 2020), wherein computer and …

Dozer: Towards understanding the design of closed-loop wearables for sleep

NA Semertzidis, A Li Pin Hiung… - Proceedings of the …, 2023 - dl.acm.org
Sleep plays a paramount role in maintaining healthy bodily functioning. Yet, poor sleep is an
increasingly prevalent global health concern. Most current sleep technology tracks sleep …

Brain-computer integration: A framework for the design of brain-computer interfaces from an integrations perspective

N Semertzidis, F Zambetta, FF Mueller - ACM Transactions on Computer …, 2023 - dl.acm.org
Brain-computer interface (BCI) systems hold the potential to foster human flourishing and
self-actualization. However, we believe contemporary BCI system design approaches …

Understanding feeling-of-knowing in information search: An eeg study

D Michalkova, MP Rodriguez, Y Moshfeghi - ACM Transactions on …, 2024 - dl.acm.org
The realisation and the variability of information needs (IN) with respect to a searcher's gap
in knowledge is driven by the perceived Anomalous State of Knowledge (ASK). The concept …

Exploring an Extended Reality Floatation Tank Experience to Reduce the Fear of Being in Water

MF Montoya, H Qiao, P Sasikumar… - Proceedings of the …, 2024 - dl.acm.org
People with a fear of being in water rarely engage in water activities and hence miss out on
the associated health benefits. Prior research suggested virtual exposure to treat fears …

Human-computer integration as an extension of interaction: Understanding its state-of-the-art and the next challenges

GA Rodrigues Barbosa… - … Journal of Human …, 2024 - Taylor & Francis
Abstract The Interaction Era is evolving and extending to the Human-Computer Integration
Era, in which the relationship between humans and technologies is characterized as a …