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- extended-abstractNovember 2024
Enhancing Collaboration and Performance among EMS Students through Multimodal Learning Analytics
ICMI '24: Proceedings of the 26th International Conference on Multimodal InteractionPages 607–611https://doi.org/10.1145/3678957.3688613Physiological synchrony plays an important role in measuring collaboration and performance within teams. However, there has been little investigation into awareness of physiological synchrony and its impact on the collaboration and performance. In my ...
- short-paperOctober 2024
Understanding Physiological Responses of Students Over Different Courses
ISWC '24: Proceedings of the 2024 ACM International Symposium on Wearable ComputersPages 104–110https://doi.org/10.1145/3675095.3676620Student engagement plays a vital role in academic success with high engagement often linked to positive educational outcomes. Traditionally, student engagement is measured through self-reports, which are both labour-intensive and not real-time. An ...
- research-articleJune 2024
Enhancing Stress Understanding Through Team Reflection: Technology-Driven Insights in High-Stress Training Scenarios
- Surely Akiri,
- Vasundhara Misal,
- Sanaz Taherzadeh,
- J Lee Jenkins,
- Gary Williams,
- Helena Mentis,
- Andrea Kleinsmith
CHIWORK '24: Proceedings of the 3rd Annual Meeting of the Symposium on Human-Computer Interaction for WorkArticle No.: 11, Pages 1–18https://doi.org/10.1145/3663384.3663385Systems aimed at stress awareness and reflection training by those in high-stress work environments may aid the development of stress management skills to alleviate and manage future workplace traumas. However, there is a notable gap in research ...
- research-articleFebruary 2024
Towards a Multimodal Synchronized System for Quantifying Psychophysiological States in Canine Assisted Interactions
ACI '23: Proceedings of the Tenth International Conference on Animal-Computer InteractionArticle No.: 4, Pages 1–13https://doi.org/10.1145/3637882.3637886Canine Assisted Interactions (CAI) are widely used to provide therapeutic benefits to human participants in various contexts (e.g. cancer-related fatigue, post-traumatic stress disorder treatment, child reading facilitation, etc.). Despite its ...
- short-paperOctober 2023
Challenges in Using Skin Conductance Responses for Assessments of Information Worker Productivity
ISWC '23: Proceedings of the 2023 ACM International Symposium on Wearable ComputersPages 33–38https://doi.org/10.1145/3594738.3611360Breaks as discretionary self-interruptions can have beneficial effects on information worker productivity and well-being. This has design implications for potential productivity tools that can assess opportune moments to suggest these breaks. ...
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- research-articleSeptember 2023
Adapting Visual Complexity Based on Electrodermal Activity Improves Working Memory Performance in Virtual Reality
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 7, Issue MHCIArticle No.: 196, Pages 1–26https://doi.org/10.1145/3604243Biocybernetic loops encompass users' state detection and system adaptation based on physiological signals. Current adaptive systems limit the adaptation to task features such as task difficulty or multitasking demands. However, virtual reality allows ...
- research-articleApril 2023
Behind the Door: Exploring Horror VR Game Interaction and its Influence on Anxiety
FDG '23: Proceedings of the 18th International Conference on the Foundations of Digital GamesArticle No.: 15, Pages 1–11https://doi.org/10.1145/3582437.3582482Video games are increasingly present and are currently a dominant vehicle not only for entertainment, but also for information. This position has generated a rapid growth and consequent increase in competitiveness in the game development industry, which ...
- research-articleJune 2023
Automatic Pain Assessment with Ultra-short Electrodermal Activity Signal
SAC '23: Proceedings of the 38th ACM/SIGAPP Symposium on Applied ComputingPages 618–625https://doi.org/10.1145/3555776.3577721Automatic pain assessment systems can help patients get timely and effective pain relief treatment whenever needed. Such a system aims to provide the service with pain identification and pain intensity rating functions. Among the physiological signals, ...
- research-articleMarch 2023
Linking Audience Physiology to Choreography
- Jiawen Han,
- George Chernyshov,
- Moe Sugawa,
- Dingding Zheng,
- Danny Hynds,
- Taichi Furukawa,
- Marcelo Padovani Macieira,
- Karola Marky,
- Kouta Minamizawa,
- Jamie A. Ward,
- Kai Kunze
ACM Transactions on Computer-Human Interaction (TOCHI), Volume 30, Issue 1Article No.: 9, Pages 1–32https://doi.org/10.1145/3557887The use of wearable sensor technology opens up exciting avenues for both art and HCI research, providing new ways to explore the invisible link between audience and performer. To be effective, such work requires close collaboration between performers and ...
- research-articleNovember 2022
Evaluating Just-In-Time Vibrotactile Feedback for Communication Anxiety
ICMI '22: Proceedings of the 2022 International Conference on Multimodal InteractionPages 117–127https://doi.org/10.1145/3536221.3556590Wrist-worn vibrotactile feedback has been heralded as a promising intervention for reducing state anxiety during stressor events. However, current work has focused on the continuous delivery of the vibrotactile stimulus, which entails the risk of ...
- posterDecember 2022
Printed Electrodermal Activity Sensor with Optimized Filter for Stress Detection
ISWC '22: Proceedings of the 2022 ACM International Symposium on Wearable ComputersPages 112–114https://doi.org/10.1145/3544794.3558479This paper presents a tiny, flexible, and low-cost all-analog approach for measuring electrodermal activity, based on the conductance of the skin. We propose a tiny, fully-printed system on flexible substrates, which guarantees flexibility and ...
- research-articleSeptember 2022
Examining Joy of Use and Usability During Mobile Phone Interactions within a Multimodal Methods Approach
- Katharina Lingelbach,
- Nektaria Tagalidou,
- Patrick S. Markey,
- Bettina Föll,
- Matthias Peissner,
- Mathias Vukelić
MuC '22: Proceedings of Mensch und Computer 2022Pages 276–285https://doi.org/10.1145/3543758.3543771Objective: We investigate experienced joy of use (JoU) and usability using a multimodal methods approach by systematically varying mobile phone interactions. Methods: We combined subjective and objective measures to investigate whether positive ...
- research-articleAugust 2022
Using Electrodermal Activity Measurements to Understand Student Emotions While Programming
ICER '22: Proceedings of the 2022 ACM Conference on International Computing Education Research - Volume 1Pages 105–119https://doi.org/10.1145/3501385.3543981Programming can be an emotional experience, particularly for undergraduate students who are new to computer science. While researchers have interviewed novice programmers about their emotional experiences, it can be difficult to pinpoint the specific ...
- research-articleOctober 2021
The MuSe 2021 Multimodal Sentiment Analysis Challenge: Sentiment, Emotion, Physiological-Emotion, and Stress
- Lukas Stappen,
- Alice Baird,
- Lukas Christ,
- Lea Schumann,
- Benjamin Sertolli,
- Eva-Maria Meßner,
- Erik Cambria,
- Guoying Zhao,
- Björn W. Schuller
MuSe '21: Proceedings of the 2nd on Multimodal Sentiment Analysis ChallengePages 5–14https://doi.org/10.1145/3475957.3484450Multimodal Sentiment Analysis (MuSe) 2021 is a challenge focusing on the tasks of sentiment and emotion, as well as physiological-emotion and emotion-based stress recognition through more comprehensively integrating the audio-visual, language, and ...
- research-articleSeptember 2021
Restorative Effects of Visual and Pictorial Spaces After Stress Induction in Virtual Reality
SAP '21: ACM Symposium on Applied Perception 2021Article No.: 5, Pages 1–5https://doi.org/10.1145/3474451.3476234Exposure to nature has been shown to have a positive effect on people’s mental health. Little research has compared restorative effects of simulated nature presented by different media. Here, we investigated stress recovery when viewing a computer-...
- posterFebruary 2022
Affective Umbrella – Towards a Novel Sensor Integrated Multimedia Platform Using Electrodermal and Heart Activity in an Umbrella Handle
MUM '21: Proceedings of the 20th International Conference on Mobile and Ubiquitous MultimediaPages 208–210https://doi.org/10.1145/3490632.3497835We present our first steps towards an umbrella-based novel multimedia platform using physiological data as an integrated feedback loop. In this paper, we demonstrate the viability of using an umbrella handle as a form factor to measure electrodermal ...
- short-paperDecember 2020
Using Physiological Cues to Determine Levels of Anxiety Experienced among Deaf and Hard of Hearing English Language Learners
ICMI '20 Companion: Companion Publication of the 2020 International Conference on Multimodal InteractionPages 72–76https://doi.org/10.1145/3395035.3425259Deaf and hard of hearing English language learners encounter a range of challenges when learning spoken/written English, many of which are not faced by their hearing counterparts. In this paper, we examine the feasibility of utilizing physiological data,...
- short-paperDecember 2020
Physiological Synchrony, Stress and Communication of Paramedic Trainees During Emergency Response Training
- Vasundhara Misal,
- Surely Akiri,
- Sanaz Taherzadeh,
- Hannah McGowan,
- Gary Williams,
- J. Lee Jenkins,
- Helena Mentis,
- Andrea Kleinsmith
ICMI '20 Companion: Companion Publication of the 2020 International Conference on Multimodal InteractionPages 82–86https://doi.org/10.1145/3395035.3425250Paramedics play a critical role in society and face many high stress situations in their day-to-day work. Long-term unmanaged stress can result in mental health issues such as depression, anxiety, and post-traumatic stress disorder. Physiological ...
- extended-abstractJuly 2020
Capturing engagement in early science learning: triangulating observational and psychophysiological measures
IDC '20: Proceedings of the 2020 ACM Interaction Design and Children Conference: Extended AbstractsPages 20–24https://doi.org/10.1145/3397617.3398032The main aim of this research is to examine engagement in early science learning in the context of a science centre, particularly how and to what extent the process of engagement can be captured and fostered in children aged 4-7 years. This research is ...
- short-paperJune 2020
Emotion Recognition from Galvanic Skin Response Signal Based on Deep Hybrid Neural Networks
ICMR '20: Proceedings of the 2020 International Conference on Multimedia RetrievalPages 341–345https://doi.org/10.1145/3372278.3390738Emotion reacts human beings' physiological and psychological status. Galvanic Skin Response (GSR) can reveal the electrical characteristics of human skin and is widely used to recognize the presence of emotion. In this work, we propose an emotion ...