All Publications

2025

Journals
Krisam, C., Seitz, J., Knierim, M. T., & Maedche, A. (2025). A Cognitive Load-Adaptive Microbreak Intervention in Video Meeting Systems: First Results from a DSR Project. In F. D. Davis, R. Riedl, J. Vom Brocke, P.-M. Léger, A. B. Randolph, & G. R. Müller-Putz (Eds.), Information Systems and Neuroscience (Vol. 66, pp. 327–335). Springer Nature Switzerland.
Javaheri, N., Doehring, N., Mulay, R., Erhard, P., & Herrmann, M. (2025). From attributes to value: The neural impact of a front-of-package label on food decision-making. Proceedings of the Neuro-Psycho-Economics Conference 2025. Accepted for Publication, forthcoming.
Seitz, J., Stano, F., Riedl, R., Mädche, A (2025). The Impact Of Multitasking In Video Meetings On Meeting Outcomes: Initial Results. ECIS 2025.
Schick, L., Knierim, M. T., Gaube, B., Nadj, M., Mädche, A. (2025). Mental Readiness and Fatigue: Extended Perspectives on Cognitive Functioning and Flow Experiences at Work. CHI Conference on Human Factors in Computing Systems. Accepted for Publication, forthcoming.
Röddiger, T., Küttner, M., Lepold, P., King, T., Moschina, D., Bagge, O., Paradiso, J. A., Clarke, C., & Beigl, M. (2025). OpenEarable 2.0: Open-Source Earphone Platform for Physiological Ear Sensing. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 9(1), 1–33.
Zercher, D., Jussopow, E., Benke, I., & Heinzl, A. (2025). How can teams benefit from AI team members? Exploring the effect of generative AI on decision-making processes and decision quality in team-AI collaboration. Journal of Organizational Behavior. Accepted for Publication, forthcoming.
Reuscher, T. F., Seitz, J., Greif-Winzrieth, A., Langner, M., Soballa, K., Maedche, A., & Nieken, P. (2025). Designing Gaze-Adaptive Visualizations of Mutual Gaze for Video Meetings. In F. D. Davis, R. Riedl, J. Vom Brocke, P.-M. Léger, A. B. Randolph, & G. R. Müller-Putz (Eds.), Information Systems and Neuroscience (Vol. 66, pp. 247–255). Springer Nature Switzerland.
Stano, F., Doehring, N., Knierim, M. T., & Weinhardt, C. (2025). Single-Trial Economic Decision Classification with Passive BCIs: A Pilot Study. In F. D. Davis, R. Riedl, J. Vom Brocke, P.-M. Léger, A. B. Randolph, & G. R. Müller-Putz (Eds.), Information Systems and Neuroscience (Vol. 66, pp. 375–383). Springer Nature Switzerland.
del Puppo, L., Knierim, M. T., Döhring, N., Stano, F., Herrmann, M., Weinhardt, C. (2025). Towards understanding the dynamics of interoception and competitive arousal. ECIS 2025. Accepted for Publication, forthcoming.
Javaheri, N., Tucholski, K., Doehring, N., & Herrmann, M. (2025). Nudging food choices: How nutritional labels modulate the supra-additive reward effect of fat and carbohydrates. Proceedings of the Neuro-Psycho-Economics Conference 2025. Accepted for Publication, forthcoming.
Gau, M., Greif-Winzrieth, A., Maedche, A., Weinhardt, C., & vom Brocke, J. (2025). Engaging citizen scientists: designing an open research system for collaborative problem exploration. Electronic Markets, 35(1), 1-16.
Hansen, A., Makarem, S., Kunze, K., Zhou, Y., Knierim, M. T., Clarke, C., Gellersen, H., Beigl, M., Röddiger, T. (2025). BodyPursuits: Smooth Pursuit Gaze Interaction Based on Body Motion Targets. ETRA 2025. Accepted for Publication, forthcoming.
Knierim, M. T., Stano, F., Kurz, F., Heusch, A., Wilson, M. L. (2025). Exploring Flow in Real-World Knowledge Work Using Discrete cEEGrid Sensors. CHI Conference on Human Factors in Computing Systems. Accepted for Publication, forthcoming.
Knierim, M. T., Zimny, C., Ivucic, G., & Röddiger, T. (2025). Advancing Wearable BCI: Headphone EEG for Cognitive Load Detection in Lab and Field. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 9, 1–26.

2024

Journals
Seitz, J., Benke, I., Heinzl, A., & Maedche, A. (2024). The Impact of Video Meeting Systems on Psychological User States: A State-of-the-Art Review. International Journal of Human-Computer Studies, 182, 103178.
Pahuja, S., Ivucic, G., Himmelmann, P., Cai, S., Schultz, T., & Li, H. (2024). Leveraging Graphic and Convolutional Neural Networks for Auditory Attention Detection with EEG. Interspeech 2024, 442–446.
Schenkluhn, M., Knierim, M. T., Kiss, F., & Weinhardt, C. (2024). Connecting Home: Human-Centric Setup Automation in the Augmented Smart Home. Proceedings of the CHI Conference on Human Factors in Computing Systems, 1–16.
Röddiger, T., Knierim, M., Lepold, P., King, T., & Beigl, M. (2024). OpenEarable Suite: Open-Source Hardware to Sense 30+ Phenomena on the Ears. Mensch und Computer 2024.
Knierim, M. T., & Del Puppo, L. (2024). Do Generative AI Tools Foster Positive Experiences in Knowledge Work? A NeuroIS Research Proposal. In F. D. Davis, R. Riedl, J. V. Brocke, P.-M. Léger, A. B. Randolph, & G. R. Müller-Putz (Eds.), Information Systems and Neuroscience (Vol. 68, pp. 57–65). Springer Nature Switzerland.
Seitz, J., Benke, I., & Maedche, A. (2024). “Mirror, mirror in the call”: Exploring the Ambivalent Nature of the Self-view in Video Meeting Systems with Self-Reported & Eye-Tracking Data. Proceedings of the ACM on Human-Computer Interaction, 8(CSCW2), 1–37.
Wadle, L.-M., Ebner-Priemer, U. W., Foo, J. C., Yamamoto, Y., Streit, F., Witt, S. H., Frank, J., Zillich, L., Limberger, M. F., Ablimit, A., Schultz, T., Gilles, M., Rietschel, M., & Sirignano, L. (2024). Speech Features as Predictors of Momentary Depression Severity in Patients With Depressive Disorder Undergoing Sleep Deprivation Therapy: Ambulatory Assessment Pilot Study. JMIR Mental Health, 11, e49222.
Seitz, J., Schill, J., Spruth, L., Eilks, A. E., Schultz, T., & Maedche, A. (2024). Designing Silence-Adaptive Interventions for Video Meeting Systems. ICIS 2024 Proceedings.
Wambsganss, T., Benke, I., Maedche, A., Koedinger, K., & Käser, T. (2024). Evaluating the Impact of Learner Control and Interactivity in Conversational Tutoring Systems for Persuasive Writing. International Journal of Artificial Intelligence in Education.
Müller, E., Benke, I., & Maedche, A. (2024). Heart Rate-Based Emotion Recognition and Adaptive Emotion Regulation Support with Wrist-Worn Wearables: A Systematic Literature Review. In F. D. Davis, R. Riedl, J. V. Brocke, P.-M. Léger, A. B. Randolph, & G. R. Müller-Putz (Eds.), Information Systems and Neuroscience (Vol. 68, pp. 355–366). Springer Nature Switzerland.
Weiß, T., Merkl, L., & Pfeiffer, J. (2024). Customer Decision-Making Processes Revisited: Insights from an Eye Tracking and ECG Study Using a Hidden Markov Model. In F. D. Davis, R. Riedl, J. V. Brocke, P.-M. Léger, A. B. Randolph, & G. R. Müller-Putz (Eds.), Information Systems and Neuroscience (Vol. 68, pp. 221–230). Springer Nature Switzerland.
Weiß, T., Pfeiffer, J., & Pfeiffer, T. (2024). Early Bird—Predict Healthy Product Choices in Virtual Commerce. ECIS 2024 Proceedings.
Lepold, P., Röddiger, T., King, T., Kunze, K., Maurer, C., & Beigl, M. (2024). OpenEarable ExG: Open-Source Hardware for Ear-Based Biopotential Sensing Applications. Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing, 916–920.
Frenzke–Shim, A., Kohl–Dietrich, D., Standl, B., Langner, M., Maedche, A., & Kerber, U. (2024). The Evolving Role of Generative AI in Text Literacies: Exploring the Potential of Cognition-Adaptive Assistance. 2024 IEEE Global Engineering Education Conference (EDUCON), 01–03.
Langner, M., Toreini, P., & Maedche, A. (2024). Cognitive state detection with eye tracking in the field: An experience sampling study and its lessons learned. I-Com, 23(1), 109–129.
Gerlach, A., & Klarmann, M. (2024). Can we trust that groups make sustainable purchase decisions?. Proceedings of the EMAC Annual Conference 2024.
Greif-Winzrieth, A., Dorner, V., Wuest, F., Gorny, P. M., & Weinhardt, C. (2024). Seeing Is Feeling: Emotional Cues in Others’ Heart Rate Visualizations. In F. D. Davis, R. Riedl, J. V. Brocke, P.-M. Léger, A. B. Randolph, & G. R. Müller-Putz (Eds.), Information Systems and Neuroscience (Vol. 68, pp. 243–252). Springer Nature Switzerland.
Knierim, M. T., Braun, L., & Perusquia-Hernandez, M. (2024). Warmth on Demand: Designing Headphones for Enhanced Thermal Comfort in Work Environments. Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 1–7.
Weiß, T., & Pfeiffer, J. (2024). Consumer decisions in virtual commerce: Predict good help-timing based on cognitive load. Journal of Neuroscience, Psychology, and Economics, 17(2), 119–144.
King, T., Röddiger, T., Laubenstein, D., & Beigl, M. (2024). Systematic Comparison of Ear Temperature Probing Positions for Continuous Wearable Vital Sign Monitoring. Proceedings of the 2024 ACM International Symposium on Wearable Computers, 144–147.
Bartholomeyczik, K., Knierim, M. T., Weinhardt, C., Oettingen, G., & Ebner-Priemer, U. (2024). Capturing Flow Experiences in Everyday Life: A Comparison of Recall and Momentary Measurement. Journal of Happiness Studies, 25(6), 66.
Jacob S., Klarmann M., & Cordts A. (2024). Deciphering the Emotional Code of Employee-Customer Conversations using Voice Analytics. European Marketing Academy EMAC Conference.
Eilks, A. E., Kücük, A. S., Putze, F., & Schultz, T. (2024). Virtual Lab—A VR Showroom for Biosignals Research. 30th ACM Symposium on Virtual Reality Software and Technology, 1–2.
Benke, I., Knierim, M., Adam, M. T. P., Beigl, M., Dorner, V., Ebner-Priemer, U., Herrmann, M., Klarmann, M., Maedche, A., Nafziger, J., Nieken, P., Pfeiffer, J., Puppe, C., Putze, F., Scheibehenne, B., Schultz, T., & Weinhardt, C. (2024). Hybrid Adaptive Systems. Business & Information Systems Engineering, 66(2), 233–247.
Stingl, L., & Knierim, M. T. (2024). OpenBCI Meets the Web: A Scalable, Customizable Platform for Open-Source EEG Data Collection. Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing, 925–929.
Schultz, T., Putze, F., Reisenhofer, R., Fehr, T., Meier, M., Mason, C., & Ahrens, F. (2024). LabLinking: Theory, framework, and solutions of connecting laboratories for distributed human experiments. Discover Applied Sciences, 6(9), 448.
Bartholomeyczik, K., Knierim, M. T., Weinhardt, C., & Oettingen, G. (2024). Using mental contrasting to promote flow experiences at work: A just-in-time adaptive intervention. Computers in Human Behavior Reports, 16, 100488.
Ivucic, G., Pahuja, S., Putze, F., Cai, S., Li, H., & Schultz, T. (2024). The Impact of Cross-Validation Schemes for EEG-Based Auditory Attention Detection with Deep Neural Networks. 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 1–4.
Stano, F., & Knierim, M. T. (2024). Towards EEG-Based Decision Support Systems: Externalizing Neural Information to Assist Economic Decisions. ECIS 2024 Proceedings.
Vedder, H., Stano, F., & Knierim, M. (2024). Classification of Music Preferences Using EEG Data in Machine Learning Models. Mensch und Computer.
Javaheri, N., Doehring, N., Mulay, R., Erhard, P., & Herrmann, M. (2024). Predicting attributes of dietary decisions with the Nutri-Score. Proceedings of the Neuro-Psycho-Economics Conference 2024.

2023

Journals
Langner, M., Toreini, P., & Maedche, A. (2023). Leveraging Eye Tracking Technology for a Situation-Aware Writing Assistant. 2023 Symposium on Eye Tracking Research and Applications, 1–2.
Cordts A., Klarmann M., and Habel J. (2023). Should I call or come by? How communication modes affect employee learning about the customer. EMAC Annual Conference 2023.
Bartholomeyczik K., Knierim M.T., Weinhardt C., and Oettingen G. (2023). Using mental contrasting to foster flow experiences during everyday work. Annual Convention of the Association for Psychological Science.
Cao T., and Scheibehenne B. (2023). Search Strategy Adaptivity in Large Set Sizes. SPUDM: Subjective Probability, Utility, and Decision-making.
Borsdorf, M., Pahuja, S., Ivucic, G., Cai, S., Li, H., & Schultz, T. (2023). Multi-Head Attention and GRU for Improved Match-Mismatch Classification of Speech Stimulus and EEG Response. ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 1–2.
Liu, S., Schulz, T., Toreini, P., Peukert, C., Maedche, A., & Weinhardt, C. (2023). AI and Literacy for Non-Technical Students: A Hybrid-Augmented Learning Factory. Conference on Human Factors in Computing Systems.
Liu, S., Schulz, T., Toreini, P., & Maedche, A. (2023). An Immersive Learning Factory for AI & Data Literacy: An Exploratory Study in the Wild. Mensch Und Computer 2023, 349–353.
del Puppo, L., Knierim, M. T., Döhring, N., Stano, F., Herrmann, M., Weinhardt, C. (2023). Neuroscience and Economics Unite to Study Market Bubbles: Behavioral Findings from a Small-Scale Market Experiment. Neuro-Psycho-Economics Conference, 2023.
Berger, C., Knierim, M. T., Benke, I., Bartholomeyczik, K., & Weinhardt, C. (2023). InterFlowCeption: Foundations for Technological Enhancement of Interoception to Foster Flow States during Mental Work: About the potential of technologically supported body awareness to promote flow experiences during mental work. Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 1–8.
Gerlach, A., Klarmann, M., & Bornemann, T. (2023). Is our understanding of organizational buying still consistent with buying practice? An exploratory analysis. Proceedings of the European Innovation & Trade Colloquium 2023.
Doehring, N., Fehr, T., & Herrmann, M. (2023). Risk-taking with social and financial incentives: Differences in neural correlates. Proceedings of the NeuroPsychoEconomics Conference 2023, 51.
Hoth, V., Krueger, A. E., Langner, M., & Brandenburg, S. (2023). Ethical Experience Design for the Value of Privacy based on Psychological Needs. Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 1–4.
Heßler, P. O., Pfeiffer, J., & Unfried, M. (2023). Conversational Agents with Voice: How Social Presence Influences the User Behavior in Microblending Decisions. ECIS 2023 Research Papers.
Bartholomeyczik, K., Knierim, M. T., & Weinhardt, C. (2023). Fostering flow experiences at work: A framework and research agenda for developing flow interventions. Frontiers in Psychology, 14, 1143654.
Nieken, P., & Reuscher, T. F. (2023). Social Gaze in Team Cooperation: A Multiparty Eye Tracking Study. Beiträge Zur Jahrestagung Des Vereins Für Socialpolitik 2023: Growth and the “Sociale Frage.” Jahrestagung des Vereins für Socialpolitik.
Haug, S., Benke, I., & Maedche, A. (2023). Aligning Crowdworker Perspectives and Feedback Outcomes in Crowd-Feedback System Design. Proceedings of the ACM on Human-Computer Interaction, 7, 1–28.
Bartholomeyczik K., Ebner-Priemer U., and Weinhardt C. (2023). Stress is negatively associated with flow experiences in daily life. Society for Ambulatory Assessment Annual Conference.
Wadle, L.-M., & Ebner-Priemer, U. W. (2023). Smart digital phenotyping. European Neuropsychopharmacology, 76, 1–2.
Schulz, T., Liu, S., Peukert, C., Toreini, P., Maedche, A., & Weinhardt, C. (2023). An Immersive “Proto Learning Factory” Concept for Teaching AI Competencies. Proceedings of the Conference on Learning Factories.
Pahuja, S., Ivucic, G., Putze, F., Cai, S., Li, H., & Schultz, T. (2023). Enhancing Subject-Independent EEG-Based Auditory Attention Decoding with WGAN and Pearson Correlation Coefficient. 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 3715–3720.
Reuscher, T. F., Toreini, P., & Maedche, A. (2023). The state of the art of diagnostic multiparty eye tracking in synchronous computer-mediated collaboration. Journal of Eye Movement Research, 16(2).
Richter, B., Putze, F., Ivucic, G., Brandt, M., Schütze, C., Reisenhofer, R., Wrede, B., & Schultz, T. (2023). EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study. Multimodal Technologies and Interaction, 7(4), 37.
Javaheri, N., Doehring, N., Erhard, P., Fehr, T., & Herrmann, M. (2023). Nudging dietary decisions with the Nutri-Score: A behavioral pilot study of an fMRI experiment. Proceedings of the Neuro-Psycho-Economics Conference 2023, 51.
Jacob S., and Klarmann M. (2023). Voice Data and Emotional Tracking in Salesperson-Customer Interactions. European Innovation & Trade Colloquium.
Schill, J., Simonyan, K., Corsten, M., Mathys, C., Thiel, C., & Witt, K. (2023). Graph-theoretical insights into the effects of aging on the speech production network. Cerebral Cortex, 33(5), 2162–2173.
Schill, J., Simonyan, K., Lang, S., Mathys, C., Thiel, C., & Witt, K. (2023). Parkinson’s disease speech production network as determined by graph-theoretical network analysis. Network Neuroscience, 7(2), 712–730.
Schneegans, T., Niclas, A., Greiner, K., Benke, I., Mädche, A., & Beigl, M. (2023). Annotating Affect in the Field: A Case Study on the Usability of a Minimalist Smartwatch User Interface for Affect Annotation. Proceedings of the 2nd Empathy-Centric Design Workshop, 1–5.
Scheu, S., Kuhlmeier, F., Müller, L., & Benke, I. (2023). Designing AMSL – A Mobile Digital Assistant for Self-Regulated Learning. ECIS 2023 Research-in-Progress Papers.
Stein, C., Straub, T., Jachimowicz, J., & Fegert, J. (2023). Same same but different—Towards a taxonomy for digital involvement projects. ECIS 2023 Research Papers.
Nadj, M., Rissler, R., Adam, M. T. P., Knierim, M., Li, M., Maedche, A., & Riedl, R. (2023). What Disrupts Flow in Office Work? The Impact of Frequency and Relevance of IT-Mediated Interruptions. MIS Quarterly, 47(4), 1615–1646.
Meza Martínez, M. A., Nadj, M., Langner, M., Toreini, P., & Maedche, A. (2023). Does this Explanation Help? Designing Local Model-agnostic Explanation Representations and an Experimental Evaluation Using Eye-tracking Technology. ACM Transactions on Interactive Intelligent Systems, 13(4), 1–47.
Seitz, J., Krisam, C., & Benke, I. (2023). A State of the Art Overview on Biosignal-based User-Adaptive Video Conferencing Systems. Wirtschaftsinformatik 2023 Proceedings.
Ivucic G., Pahuja S., Cai S., Li H., and Schultz T. (2023). EEG-based decoding of auditory attention using a deep attention network: revealing neural commonalities of selective attention across individuals. 10th International Brain-Computer-Interfaces Meeting (2023).
Haug, S., Benke, I., Fischer, D., & Maedche, A. (2023). CrowdSurfer: Seamlessly Integrating Crowd-Feedback Tasks into Everyday Internet Surfing. Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 1–16.
Haug, S., Sommerrock, S., Benke, I., & Maedche, A. (2023). Scalable Design Evaluation for Everyone! Designing Configuration Systems for Crowd-Feedback Request Generation. Mensch Und Computer 2023, 91–100.

2022

Journals
Menzel, T., Teubner, T., Adam, M. T. P., & Toreini, P. (2022). Home is where your Gaze is – Evaluating effects of embedding regional cues in user interfaces. Computers in Human Behavior, 136, 107369.
Knierim, M. T., Schemmer, M., & Bauer, N. (2022). A simplified design of a cEEGrid ear-electrode adapter for the OpenBCI biosensing platform. HardwareX, 12, e00357.
Salous, M., Kuster, D., Scheck, K., Dikfidan, A., Neumann, T., Putze, F., & Schultz, T. (2022). SmartHelm: User Studies from Lab to Field for Attention Modeling. 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 1012–1019.
Stano, F., Qua, K., & Dorner, V. (2022). The Pulse of Impulse Buying: An Experimental Study on the Effects of Background Music Tempo on Impulse Buying. ECIS 2022 Research-in-Progress Papers.
Toreini, P., Langner, M., Maedche, A., Morana, S., & Vogel, T. (2022). Designing Attentive Information Dashboards. Journal of the Association for Information Systems, 22(2), 521–552.
Putze, F., Putze, S., Sagehorn, M., Micek, C., & Solovey, E. T. (2022). Understanding HCI Practices and Challenges of Experiment Reporting with Brain Signals: Towards Reproducibility and Reuse. ACM Transactions on Computer-Human Interaction, 29(4), 1–43.
Spektor, M. S., & Seidler, H. (2022). Violations of economic rationality due to irrelevant information during learning in decision from experience. Judgment and Decision Making, 17(2), 425–448.
Röddiger, T., King, T., Roodt, D. R., Clarke, C., & Beigl, M. (2022). OpenEarable: Open Hardware Earable Sensing Platform. Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 246–251.
Langner, M., Toreini, P., & Maedche, A. (2022). EyeMeet: A Joint Attention Support System for Remote Meetings. CHI Conference on Human Factors in Computing Systems Extended Abstracts, 1–7.
Angrick, M., Ottenhoff, M., Diener, L., Ivucic, D., Ivucic, G., Goulis, S., Colon, A. J., Wagner, L., Krusienski, D. J., Kubben, P. L., Schultz, T., & Herff, C. (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), 1296–1300.
Kandler, M., Ströhlein, K., Gorny, P. M., Riedinger, S., Lanza, G., & Nieken, P. (2022). Human-Oriented Design of Andon-Boards 4.0 – Promoting Decentralized Decisions on the Shopfloor and Acceptance by Employees. SSRN Electronic Journal.
Scheu, S., & Benke, I. (2022). Digital Assistants for Self-Regulated Learning: Towards a State-Of-The-Art Overview. ECIS 2022 Research-in-Progress Papers.
Bartholomeyczik, K., Gusenbauer, M., & Treffers, T. (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, 36(6), 1054–1073.
Bartholomeyczik, K., Knierim, M. T., Nieken, P., Seitz, J., Stano, F., & Weinhardt, C. (2022). Flow in Knowledge Work: An Initial Evaluation of Flow Psychophysiology Across Three Cognitive Tasks. In F. D. Davis, R. Riedl, J. Vom Brocke, P.-M. Léger, A. B. Randolph, & G. R. Müller-Putz (Eds.), Information Systems and Neuroscience (Vol. 58, pp. 23–33). Springer International Publishing.
Benke, I., Gnewuch, U., & Maedche, A. (2022). Understanding the impact of control levels over emotion-aware chatbots. Computers in Human Behavior, 129, 107122.
Benke, I., Schneider, M., Liu, X., & Maedche, A. (2022). TeamSpiritous—A Retrospective Emotional Competence Development System for Video-Meetings. Proceedings of the ACM on Human-Computer Interaction, 6, 1–28.
Halbauer, I., Jacob, S., & Klarmann, M. (2022). Brand presentation order in voice shopping: Understanding the effects of sequential product presentation. Journal of Retailing, 98(4), 759–778.
Ivucic G., Putze F., Cai S., Li H., and Schultz T. (2022). Interpretable Deep Neural Networks for EEG-based Auditory Attention Detection with Layer-Wise Relevance Propagation. Neuroadaptive Technology (2022).
Knierim, M. T., Bartholomeyczik, K., Nieken, P., & Weinhardt, C. (2022). Could we Predict Flow from Ear-EEG?. 10th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 1–6.
Knierim, M. T., Zimny, C., & Seitz, J. (2022). Monitoring Cognitive Load with 3D-Printed EEG Headphones. ICIS 2022 Proceedings.
Nikolajevic, N., Knierim, M. T., & Weinhardt, C. (2022). Facilitating NeuroIS Research Using Natural Language Processing: Towards Automated Recommendations. In F. D. Davis, R. Riedl, J. Vom Brocke, P.-M. Léger, A. B. Randolph, & G. R. Müller-Putz (Eds.), Information Systems and Neuroscience (Vol. 58, pp. 147–154). Springer International Publishing.
Rafaeli A., Benke I., and Maedche A. (2022). ISRE22 Pre-Conference Workshop: Emotions in Communication in Organizations and Social Media. ISRE Conference Proceedings.
Huber, D., Kühl, L., & Szech, N. (2022). Setting adequate wages for workers: Managers’ work experience, incentive scheme and gender matter. PLOS ONE, 17(8), e0271762.
Röddiger, T., Clarke, C., Breitling, P., Schneegans, T., Zhao, H., Gellersen, H., & Beigl, M. (2022). Sensing with Earables: A Systematic Literature Review and Taxonomy of Phenomena. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 6(3), 1–57.
Schneegans, T., Simmon, L., & Beigl, M. (2022). Privacy Preserving Continuous Speech Recording using Throat Microphones. Proceedings of the 2022 ACM International Symposium on Wearable Computers, 106–108.
Cordts A., Klarmann M., and Habel J. (2022). Mediated communication and the impact on frontline employee learning. EMAC Annual Conference (2022).
Heßler, P. O., Pfeiffer, J., & Hafenbrädl, S. (2022). When Self-Humanization Leads to Algorithm Aversion: What Users Want from Decision Support Systems on Prosocial Microlending Platforms. Business & Information Systems Engineering, 64(3), 275–292.
Greif-Winzrieth, A., Peukert, C., Toreini, P., & Weinhardt, C. (2022). The View of Participants on the Potential of Conducting NeuroIS Studies in the Wild. In F. D. Davis, R. Riedl, J. Vom Brocke, P.-M. Léger, A. B. Randolph, & G. R. Müller-Putz (Eds.), Information Systems and Neuroscience (Vol. 58, pp. 123–131). Springer International Publishing.
Greif-Winzrieth A., Maedche A., Nieken P., and Weinhardt C. (2022). wir-forschen.digital: Ein Plattform-Basiertes Oekosystem fuer Digital Citizen Science. Forum Citizen Science (2022).
Gau, M., Greif-Winzrieth, A., & Maedche, A. (2022). Leveraging Digital Citizen Science for Research Problem Discovery: Insights from a Home Office Challenge Participatory. In Mensch und Computer 2022-Workshopband (pp. 10-18420). Gesellschaft für Informatik eV.
Seitz, J., & Maedche, A. (2022). Biosignal-Based Recognition of Cognitive Load: A Systematic Review of Public Datasets and Classifiers. In F. D. Davis, R. Riedl, J. Vom Brocke, P.-M. Léger, A. B. Randolph, & G. R. Müller-Putz (Eds.), Information Systems and Neuroscience (Vol. 58, pp. 35–52). Springer International Publishing.
Cordts, A., Klarmann, M., & Habel, J. (2022). Virtual customer-salesperson communication and the impact on knowledge accuracy. Proceedings of the ISBM Academic Conference 2022, Chicago.
Barth, S., Langner, M., Toreini, P., & Maedche, A. (2022). Recognizing Polychronic-Monochronic Tendency of Individuals Using Eye Tracking and Machine Learning. In F. D. Davis, R. Riedl, J. Vom Brocke, P.-M. Léger, A. B. Randolph, & G. R. Müller-Putz (Eds.), Information Systems and Neuroscience (Vol. 58, pp. 89–96). Springer International Publishing.
Zahn, E., Benke, I., Soellner, M., & Maedche, A. (2022). Emotion-Adaptive Learning Systems for Transferrable Skill Learning. Proceedings of the 2022 AISSIGED International Conference on Information Systems Education and Research.
Seitz, J., Benke, I., & Madche, A. (2022). Fatigued by yourself? Towards understanding the impact of self-view designs in virtual meeting software. SIGHCI 2022 Proceedings.
Seitz J., Reuscher T., Jacob S., and Maedche A. (2022). Towards an Awkward Silence-Adaptive Virtual Meeting System. Proceedings of the Neuroadaptive Technology Conference.

2021

Journals
Solovey, E. T., & Putze, F. (2021). Improving HCI with Brain Input: Review, Trends, and Outlook. Foundations and Trends® in Human-Computer Interaction, 13(4), 298–379.
Benke, I., Vetter, S., & Maedche, A. (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, 19–22.
Staudt, P., Greif-Winzrieth, A., & Nieken, P. (2021). Increasing Contributions to Sustainable Projects through Digital Nudges Amplifying Social Comparison. Proceedings of the International Conference on Information Systems (ICIS), 1-18.
Toreini, P., Langner, M., Vogel, T., & Maedche, A. (2021). EyeTC: Attentive Terms and Conditions of Internet-Based Services with Webcam-Based Eye Tracking. In F. D. Davis, R. Riedl, J. Vom Brocke, P.-M. Léger, A. B. Randolph, & G. Müller-Putz (Eds.), Information Systems and Neuroscience (Vol. 52, pp. 112–119). Springer International Publishing.
Vortmann, L.-M., & Putze, F. (2021). Combining Implicit and Explicit Feature Extraction for Eye Tracking: Attention Classification Using a Heterogeneous Input. Sensors, 21(24), 8205.