RESEARCH SPOTLIGHT

August 09, 2023

New Publication: "Biosignals meet Adaptive Systems"

SN Applied Sciences

We are happy to share insights from the thought-provoking paper authored by Prof. Tanja Schultz and Prof. Alexander Mädche of KD2School. The paper delves into the world of Biosignal-Adaptive Systems, a paradigm that adapts seamlessly to user needs through the interpretation of biosignals and transparent feedback, keeping users actively engaged. BAS stands out with its ultra-low latency, swiftly processing biosignals for instant adaptation and feedback—no longer reliant on explicit input or observable cues. The fusion of smart device sensors and robust machine learning is unleashing real-time biosignal processing, offering users immediate, personalized enhancements across various life aspects. Their paper presents state-of-the-art Biosignal-Adaptive Systems that use biosignals to provide immediate adaptation and feedback to the user, and shows how real-time monitoring of biosignals has the potential to revolutionize digital workplaces for human workers. Ever heard of SmartHelm? Imagine an attention-sensitive smart helmet for urban cargo bikers. By decoding brain and eye activity, it provides real-time assistance, enhancing safety and focus in dynamic city environments. Flow, the state of total engagement, takes center stage in another endeavor. Leveraging biosignals like ECG, the Flow-Adaptive Notification Management System detects and respects workers' flow states, enhancing well-being and performance. Interruptions are thoughtfully managed to maintain the flow experience. Join the conversation around this groundbreaking concept, and let's explore the incredible future BAS promises. Read the full paper “Biosignals meet Adaptive Systems” for further examples of BAS and future research challenges including the ethical consideration.

JOURNAL ARTICLES

2023

  • Mario Nadj, Raphael Rissler, Marc Adam, Michael Knierim, Maximilian Li, Alexander Maedche, Rene Riedl (2023). "What Disrupts Flow in Office Work? The Impact of Frequency and Relevance of IT-Mediated Interruptions" Management Infromation Systems Quarterly (MISQ)
  • Tom Reuscher, Peyman Toreini, Aleander Maedche (2023). "The State of the Art of Diagnostic Multiparty Eye Tracking in Synchronous Computer-Mediated Collaboration. Journal of Eye Movement Research.

2022

  • David Huber, Leonie Kuehl, Nora Szech (2022). "Setting adequate wages for workers: Managers work experience, incentive scheme and gender matter" PLOS ONE
  • Karen Bartholomeyczik, Michael Gusenbauer, Theresa Treffers (2022). "The influence of incidental emotions on decision-making under risk and uncertainty: a systematic review and meta-analysis of experimental evidence" Cognition and Emotion
  • Michael Knierim, Max Schemmer, Niklas Bauer (2022). "A simplified design of a cEEGrid ear-electrode adapter for the OpenBCI biosensing platform" HardwareX
  • Ingo Halbauer, Saskia Jacob, Martin Klarmann (2022). "Brand presentation order in voice shopping: Understanding the effects of sequential product presentation" Journal of Retailing
  • Tobias Roeddiger, Christopher Clarke, Paula Breitling, Tim Schneegans, Haibin Zhao, Hans Gellersen, Michael Beigl (2022). "Sensing with Earables" Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

2021

  • Ivo Benke, Ulrich Gnewuch, Alexander Maedche (2021). "Understanding the impact of control levels over emotion-aware chatbots" Computers in Human Behavior

CONFERENCE ARTICLES

2023

  • Anne Cordts, Martin Klarmann, Johannes Habel (2023). "Should I call or come by? How communication modes affect employee learning about the customer" EMAC Annual Conference 2023
  • Pascal Hessler, Jella Pfeiffer, Matthias Unfried (2023). "Conversational Agents With Voice: How Social Presence Influences the User Behavior in Microlending Decisions" European Conference of Infromation Systems
  • Gisela Lanza, Petra Nieken, Peter Nyhuis, Angelika Truebswetter (2023). "Digitale Führung und Technologien für die Teaminteraktion von morgen" Berichte aus dem IFA
  • Peyman Toreini, Moritz Langner, Shi Liu, Tom Reuscher, P Roller, Alexander Maedche (2023). "PrEyeCo: Privacy-Aware Shared Gaze Visualization for Multi-User Collaboration. Conference on Human Factors in Computing Systems" CHI Conference on Human Factors in Computing Systems
  • Petra Nieken, Tom Reuscher (2023). "Social Gaze in Team Cooperation: A Multiparty Eye Tracking Study. IAREP-SABE 47th International Conference." IAREP-SABE 47th International Conference
  • Saskia Haug, Ivo Benke, Daniel Fischer, Alexander Maedche (2023). "CrowdSurfer: Seamlessly Integrating Crowd-Feedback Tasks into Everyday Internet Surfing" CHI Conference on Human Factors in Computing Systems
  • Christoph Berger, Michael Knierim, Ivo Benke, Karen Bartholomeyczik, Christof Weinhardt (2023). "InterFlowCeption: Foundations for Technological Enhancement of Interoception to Foster Flow States during Mental Work" CHI Conference on Human Factors in Computing Systems
  • Karen Bartholomeyczik, Michael Knierim, Christof Weinhardt, G. Oettingen (2023). "Using mental contrasting to foster flow experiences during everyday work. Annual Convention of the Association for Psychological Science." Annual Convention of the Association for Psychological Science

2022

  • Ivo Benke, Maren Schneider, Xuanhui Liu, Alexander Maedche (2022). "TeamSpiritous - A Retrospective Emotional Competence Development System for Video-Meetings" Proceedings of the ACM on Human-Computer Interaction
  • Anke Greif-Winzrieth, Christian Peukert, Peyman Toreini, Christof Weinhardt (2022). "The View of Participants on the Potential of Conducting NeuroIS Studies in the Wild" Information Systems and Neuroscience
  • Gabriel Ivucic, Felix Putze, Siqi Cai, Haizhou Li, Tanja Schultz (2022). "Interpretable Deep Neural Networks for EEG-based Auditory Attention Detection with Layer-Wise Relevance Propagation" Neuroadaptive Technology
  • Julia Seitz, Alexander Maedche (2022). "Biosignal-Based Recognition of Cognitive Load: A Systematic Review of Public Datasets and Classifiers" Information Systems and Neuroscience
  • Julia Seitz, Tom Reuscher, Saskia Jakob, Alexander Maedche (2022). "Towards an Awkward Silence-Adaptive Virtual Meeting System." Neuroadaptive Technology
  • Karen Bartholomeyczik, Michael Knierim, Petra Nieken, Julia Seitz, Fabio Stano, Christof Weinhardt (2022). "Flow in Knowledge Work: An Initial Evaluation of Flow Psychophysiology Across Three Cognitive Tasks" Information Systems and Neuroscience
  • Michael Knierim, Christian Zimny, Julia Seitz (2022). "Monitoring Cognitive Load with 3D-Printed EEG Headphones" International Conference of Information Systems
  • Michael Knierim, Karen Bartholomeyczik, Petra Nieken, Christof Weinhardt (2022). "Could we Predict Flow from Ear-EEG" 10th International Conference on Affective Computing and Intelligent Interaction (ACII)
  • Miguel Angrick, Maarten Ottenhoff, Lorenz Diener, Darius Ivucic, Gabriel Ivucic, Sophocles Goulis, Albert J. Colon, Louis Wagner, Dean J. Krusienski, Pieter L. Kubben, Tanja Schultz, Christian Herff (2022). "Towards Closed-Loop Speech Synthesis from Stereotactic EEG: A Unit Selection Approach" ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
  • Moritz Langner, Peyman Toreini, Alexander Maedche (2022). "EyeMeet: A Joint Attention Support System for Remote Meetings" CHI Conference on Human Factors in Computing Systems
  • Nevena Nikolajevic, Michael Knierim, Christof Weinhardt (2022). "Facilitating NeuroIS Research Using Natural Language Processing: Towards Automated Recommendations" Information Systems and Neuroscience
  • Simon Barth, Moritz Langner, Peyman Toreini, Alexander Maedche (2022). "Recognizing Polychronic-Monochronic Tendency of Individuals Using Eye Tracking and Machine Learning" Information Systems and Neuroscience
  • Sven Scheu, Ivo Benke (2022). "Digital Assistants for Self-Regulated Learning: Towards a State-Of-The-Art Overview" European Conference of Infromation Systems
  • Tim Schneegans, Leon Simmon, Michael Beigl (2022). "Privacy Preserving Continuous Speech Recording using Throat Microphones" Proceedings of the 2022 ACM International Symposium on Wearable Computers
  • Tobias Roeddiger, Tobias King, Dylan Ray Roodt, Christopher Clarke, Michael Beigl (2022). "OpenEarable: Open Hardware Earable Sensing Platform" Proceedings of the 2022 ACM International Symposium on Wearable Computers
  • Julia Seitz (2022). "Designing User-Adaptive Video Meeting Systems" European Conference on Computer-Supported Cooperative Work
  • Anat Rafaeli, Ivo Benke, Alexander Maedche (2022). "ISRE22 Pre-Conference Workshop: Emotions in Communication in Organizations and Social Media" ISRE Conference
  • Saskia Haug, Ivo Benke, Alexander Maedche (2022). "Aligning Crowdworker Perspectives and Feedback Outcomes in Crowd-Feedback System Design, Proceedings of the ACM on human-computer interaction" ACM on human-computer interaction
  • Ivo Benke, Maren Schneider, Xuanhui Liu, Alexander Maedche (2022). "TeamSpiritous-A Retrospective Emotional Competence Development System for Video-Meetings" ACM on human-computer interaction
  • Eva Zahn, Ivo Benke, M Soellner, Alexander Maedche (2022). "Emotion-Adaptive Learning Systems for Transferrable Skill Learning" AIS SIGED International Conference on Information Systems Education and Research
  • Julia Seitz, Ivo Benke, Alexander Maedche (2022). "Fatigued by yourself? Towards understanding the impact of self-view designs in virtual meeting software" SIGHCI 2022, HCI/MIS Workshop 2022

2021

  • Ivo Benke, Sebastian Vetter, Alexander Maedche (2021). "LeadBoSki: A Smart Personal Assistant for Leadership Support in Video-Meetings" Companion Publication of the 2021 Conference on Computer Supported Cooperative Work and Social Computing