Biosignal-adaptive Systems

We design biosignal-adaptive systems for increasing productivity and well-being at work and life

Research Activities

 

Emotion-adaptive Systems for Emotional Competence Development

We design emotion-adaptive systems for emotional competence development in video meetings and group chats. Examples are text- and speech-based emotion-adaptive chatbots or the retrospective competence development dashboard for video meetings, TeamSpiritous.

Read more on emotion-adaptive chatbots or check out TeamSpiritous

 

 

Leadership & Autonomy in Hybrid Work

Leadership is a core competence for successful teamwork. We apply emotion-adaptive capabilities to support leaders in virtual team meetings and develop conversational crowdworking applications to provide crowdworkers an improved experience.

To balance downsides which come with the involvemnet of AI-based systems, we develop design features for emotion-adaptive system to overcome humans' fear of a lack of autonomy.

Read more on leadership smart assistants and design for autonomy

 

 

Adaptive Systems for Emotional Regulation in Self-regulated Learning

Self-regulated learning has become a key competence for individuals (both in education and work) to succeed in learning. In our ongoing research, we investigate the effects of emotions in the self-regulated learning process by using physiological devices (e.g., wearables, EEG).

 

 

 

 

 

 

Designing a mobile Flow Dashboard App to support Knowledge Workers in Self-Management

 

Flow is defined as a “state in which people are so involved in an activity that nothing else seems to matter” (Csikzentmihalyi, 1975). Because of its link to improved individual performance and well-being, flow is particularly desirable in the work context. However, ...

 

 

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Designing a Flow-Adaptive Notification System using a Machine Learning Classifier based on Heart Rate Variability

Digital notifications, e.g., from instant messaging applications, can interrupt employees’ flow at work, affecting desirable outcomes such as well-being or task performance. However, ...

 

 

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Classification of Flow, Anxiety and Boredom based on Heart Rate Variability using Machine Learning

Flow is deemed a desirable state due to its links to improved individual performance and well-being. However, current methods are obtrusive and cannot measure flow during activity execution. This research responds to the challenge of ...

 

 

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Towards a Physiological Computing Infrastructure for Researching Students' Flow in Remote Learning -Preliminary Results from a Field Study

With the advent of physiological computing systems, new avenues are emerging for the field of learning analytics related to the potential integration of physiological data.

 

 

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Gaze-based Mixed Reality Applications

Mixed reality (MR) technology brings together the real and the digital world. In MR, users have access to both physical and virtual items and can manipulate them. ...

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User-Adaptive Systems with Eye Data and Machine Learning

The usage of eye tracking technologies increased in different contexts during last years. This creates an opportunity to design user-adaptive systems by integrating eye-movement data and ...

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Attention Feedback for Data Exploration Tasks

Despite the fact that using information-rich UIs comes with huge potentials to support better decision-making, there are also challenges regarding users’ limited attentional resources....

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Gaze-based Task Resumption Support

In the “interruption age”, we are getting used to frequently shifting our attention to secondary tasks while working on a primary one. ...

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Joint Attention Support in Remote Meetings

The number of remote team meetings significantly increased during last years. Although remote collaboration has many advantages, new challenges arise with an increasing amount of video conferences in our daily life. ...

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EyeTC: Attentive Terms and Conditions

Now and then, users are asked to accept terms and conditions (T&C) before using Internet-based services. Previous studies show that users ignore reading T&C most of the time and accept them tacitly without reading. However, ...

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Use Eyes as an Input for Interactive Information Dashboards

Business Intelligence and Analytics (BI&A) systems are well recognized as con-tributing to decision-making. ...

 

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Eye Tracking in the Wild

Mobile eye trackers provide evidence objective insights into human behavior by showing how people are processing information while working with new devices. ...

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Partners

Deutsche Forschungsgemeinschaft

ZKM

 

Interested in our topics? We are looking for ambiguous students!
Check out our job openings below or send us an email now and join our team as a research assistant!

 

Publication List


2024
Enhancing AI Education for Business Students through Extended Reality: An Exploratory Study
Schulz, T.; Liu, S.; Mädche, A.; Weinhardt, C.
2024. MuC ’24: Proceedings of Mensch und Computer 2024. Ed.: A. Maedche; M. Beigl, 599–604, Association for Computing Machinery (ACM). doi:10.1145/3670653.3677506
Designing a Smartwatch-based Micro-Intervention to Support Students Emotion Regulation
Greiner, K.; Müller, E.; Mädche, A.
2024. MuC ’24: Proceedings of Mensch und Computer 2024. Ed.: A. Maedche; M. Beigl, 432–436, Association for Computing Machinery (ACM). doi:10.1145/3670653.3677520
Towards a Gaze-adaptive Self-view for Video Meeting Systems: A Prototype Demonstrator
Seitz, J.; Link, A.; Maedche, A.
2024. Mensch und Computer 2024 - Workshopband. MCI-WS11: ABIS 2024 - International Workshop on Personalization and Recommendation, Karlsruhe. 1.-4. September 2024. Hrsg.: Gesellschaft für Informatik e.V., Gesellschaft für Informatik e.V. doi:10.18420/muc2024-mci-ws11-145
Designing Gaze-Adaptive Visualizations of Mutual Gaze for Video Meetings
Reuscher, T. F.; Seitz, J.; Greif-Winzrieth, A.; Langner, M.; Soballa, K.; Maedche, A.; Nieken, P.
2024. Springer
The Evolving Role of Generative AI in Text Literacies: Exploring the Potential of Cognition-Adaptive Assistance
Frenzke-Shim, A.; Kohl-Dietrich, D.; Standl, B.; Langner, M.; Maedche, A.; Kerber, U.
2024. 2024 IEEE Global Engineering Education Conference (EDUCON), Kos Island, Greece, 08-11 May 2024, 01–03, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/EDUCON60312.2024.10578629
The Impact of Video Meeting Systems on Psychological User States: a State-of-the-Art Review
Seitz, J.; Benke, I.; Heinzl, A.; Maedche, A.
2024. International Journal of Human-Computer Studies, 182, Art.-Nr.: 103178. doi:10.1016/j.ijhcs.2023.103178
Designing Gaze-Adaptive Visualizations of Mutual Gaze for Video Meetings
Reuscher, T. F.; Seitz, J.; Greif-Winzrieth, A.; Langner, M.; Soballa, K.; Maedche, A.; Nieken, P.
2024. Proceedings NeuroIS Retreat 2024, Wien, 9th - 11th June 2024, Eds.: F. D. Davis, R. Riedl, J. vom Brocke, P.-M. Léger, A. B. Randolph, G. R. Müller-Putz, Springer
Evaluating the Impact of Learner Control and Interactivity in Conversational Tutoring Systems for Persuasive Writing
Wambsganss, T.; Benke, I.; Maedche, A.; Koedinger, K.; Käser, T.
2024. International Journal of Artificial Intelligence in Education. doi:10.1007/s40593-024-00409-x
Hybrid Adaptive Systems
Benke, I.; Knierim, M.; Adam, M.; 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. Business & Information Systems Engineering, 66, 233–247. doi:10.1007/s12599-024-00861-y
Heart rate-based Emotion Recognition and Adaptive Emotion Regulation Support with Wrist-worn Wearables: A Systematic Literature Review
Müller, E.; Benke, I.; Mädche, A.
2024. Information Systems and Neuroscience. NeuroIS. Ed.: F. Davis, 355–366, Springer Nature Switzerland. doi:10.1007/978-3-031-58396-4_31
2023
An Immersive Learning Factory for AI & Data Literacy: An Exploratory Study in the Wild
Liu, S.; Schulz, T.; Toreini, P.; Mädche, A.
2023. Mensch und Computer 2023, 349–353, Association for Computing Machinery (ACM). doi:10.1145/3603555.3608564
An Immersive ’Proto Learning Factory’ Concept for Teaching AI Competencies
Schulz, T.; Liu, S.; Peukert, C.; Toreini, P.; Maedche, A.; Weinhardt, C.
2023. SSRN Electronic Journal. doi:10.2139/ssrn.4470430
Leveraging Eye Tracking Technology for a Situation-Aware Writing Assistant
Langner, M.; Toreini, P.; Maedche, A.
2023. ETRA ’23: Proceedings of the 2023 Symposium on Eye Tracking Research and Applications. Ed.: E. Kasneci, Art.-Nr.: 46, Association for Computing Machinery (ACM). doi:10.1145/3588015.3590121
AI and Literacy for Non-Technical Students: A Hybrid-Augmented Learning Factory
Liu, S.; Schulz, T.; Toreini, P.; Peukert, C.; Maedche, A.; Weinhardt, C.
2023, April 28. Conference on Human Factors in Computing Systems (CHI 2023), Hamburg, Germany, April 23–28, 2023
Annotating Affect in the Field: A Case Study on the Usability of a Minimalist Smartwatch User Interface for Affect Annotation
Schneegans, T.; Niclas, A.; Greiner, K.; Benke, I. Dr.; Mädche, A. Prof. Dr.; Beigl, M.
2023. Proceedings of the The 2nd EmpathiCH workshop (CHI2023)
Ethical Experience Design for the Value of Privacy based on Psychological Needs
Hoth, V.; Krueger, A. E.; Langner, M.; Brandenburg, S.
2023. Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, Art.-Nr.: 537, Association for Computing Machinery (ACM). doi:10.1145/3544549.3574166
What Disrupts Flow in Office Work? The Impact of Frequency and Relevance of IT-Mediated Interruptions
Nadj, M.; Rissler, R.; Adam, M. T. P.; Knierim, M. T.; Li, M. X.; Maedche, A.; Riedl, R.
2023. MIS quarterly, 47 (4), 1615–1646
A State of the Art Overview on Biosignal-based User-Adaptive Video Conferencing Systems
Seitz, J.; Krisam, C.; Benke, I.
2023. 18th International Conference on Wirtschaftsinformatik, September 2023, Paderborn, Germany
HUBII – Towards an Open Human Biosignal Intelligence Platform
Benke, I.; Müller, E.; Mädche, A.
2023. Proceedings NeuroIS Retreat 2023, 274–280
Does this Explanation Help? Designing Local Model-agnostic Explanation Representations and an Experimental Evaluation using Eye-tracking Technology
Meza Martínez, M. A.; Nadj, M.; Langner, M.; Toreini, P.; Maedche, A.
2023. ACM Transactions on Interactive Intelligent Systems. doi:10.1145/3607145
The state of the art of diagnostic multiparty eye tracking in synchronous computer-mediated collaboration
Reuscher, T. F.; Toreini, P.; Maedche, A.
2023. Journal of Eye Movement Research, 16 (2). doi:10.16910/jemr.16.2.4
Designing AMSL – A Mobile Digital Assistant for Self-Regulated Learning
Scheu, S.; Kuhlmeier, F. O.; Müller, L. N.; Benke, I.
2023. ECIS 2023 Proceedings, AIS eLibrary (AISeL)
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
Berger, C.; Knierim, M. T.; Benke, I.; Bartholomeyczik, K.; Weinhardt, C.
2023. CHI EA ’23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, Art.-Nr.: 184, ACM Digital Library. doi:10.1145/3544549.3585833
CrowdSurfer: Seamlessly Integrating Crowd-Feedback Tasks nto Everyday Internet Surfing
Haug, S.; Benke, I.; Fischer, D.; Maedche, A.
2023. CHI ’23: CHI Conference on Human Factors in Computing Systems Hamburg Germany April 23 - 28, 2023. Ed.: A. Schmidt, Art.-Nr.: 553, Association for Computing Machinery (ACM). doi:10.1145/3544548.3580994
2022
TeamSpiritous - A Retrospective Emotional Competence Development System for Video Meetings
Benke, I.; Schneider, M.; Liu, X.; Mädche, A.
2022. Proceedings of the ACM on human-computer interaction, 6 (CSCW2), Art.-Nr.: 392. doi:10.1145/3555117
Home is where your Gaze is – Evaluating effects of embedding regional cues in user interfaces
Menzel, T.; Teubner, T.; Adam, M. T. P.; Toreini, P.
2022. Computers in Human Behavior, 136, Art.-Nr.: 107369. doi:10.1016/j.chb.2022.107369
Designing flow-adaptive systems for knowledge work using physiological data and machine learning. PhD dissertation
Loewe, N.
2022, August 29. Karlsruher Institut für Technologie (KIT)
EyeLikert: Eye-based Interactions for Answering Surveys
Langner, M.; Aßfalg, N.; Toreini, P.; Maedche, A.
2022. 2022 Symposium on Eye Tracking Research and Applications. Ed.: F. Shic, Article no: 16, Association for Computing Machinery (ACM). doi:10.1145/3517031.3529776
The View of Participants on the Potential of Conducting NeuroIS Studies in the Wild
Greif-Winzrieth, A.; Peukert, C.; Toreini, P.; Weinhardt, C.
2022. Information Systems and Neuroscience: NeuroIS Retreat 2022. Ed.: F. D. Davis, 123–131, Springer. doi:10.1007/978-3-031-13064-9_13
EyeMeet: A Joint Attention Support System for Remote Meetings
Langner, M.; Toreini, P.; Maedche, A.
2022. CHI Conference on Human Factors in Computing Systems Extended Abstracts, 30th April - 06th May 2022, New Orleans, 1–7, Association for Computing Machinery (ACM). doi:10.1145/3491101.3519792
Understanding the impact of control levels over emotion-aware chatbots
Benke, I.; Gnewuch, U.; Maedche, A.
2022. Computers in human behavior, 129, Art.-Nr.: 107122. doi:10.1016/j.chb.2021.107122
Emotion-Adaptive Learning Systems for Transferrable Skill Learning
Zahn, E.; Benke, I.; Soellner, M.; Mädche, A.
2022. Proceedings of the 2022 AIS SIGED International Conference on Information Systems Education and Research, 175–179, Association for Information Systems (AIS)
Recognizing Polychronic-Monochronic Tendency of Individuals Using Eye Tracking and Machine Learning
Barth, S.; Langner, M.; Toreini, P.; Maedche, A.
2022. Information Systems and Neuroscience: NeuroIS Retreat 2022. Ed.: F. D. Davis, 89–96, Springer International Publishing. doi:10.1007/978-3-031-13064-9_9
Emotion Adaptive Learning Systems for Transferrable Skill Learning
Zahn, E.; Benke, I.; Soellner, M.; Mädche, A.
2022. Proceedings of the 2022 AIS SIGED International Conference on Information Systems Education and Research
Towards an Awkward Silence-Adaptive Virtual Meeting System
Seitz, J.; Reuscher, T. F.; Jacob, S.; Maedche, A.
2022. NAT 2022 : The Third Neuroadaptive Technology Conference ; October 9 – October 12, 2022, Lübbenau, Germany. Ed.: O. Zander, 23–27
Flow in Knowledge Work: An Initial Evaluation of Flow Psychophysiology Across Three Cognitive Tasks
Bartholomeyczik, K.; Knierim, M. T.; Nieken, P.; Seitz, J.; Stano, F.
2022. Proceedings NeuroIS Retreat 2022, Wien, A, 14.-16. Juni 2022. Ed.: F. D. Davis, 30–40, Springer
UUX (+ X) in der Praxis: Bedürfnisse und Werte für Unternehmen nutzbar machen
Krüger, A. E.; Brandenburg, S.; Langner, M.; Burmester, M.
2022. Mensch und Computer 2022 - Workshopband, Gesellschaft für Informatik (GI). doi:10.18420/muc2022-mci-ws07-114
Designing Gaze-Aware Attention Feedback for Learning in Mixed Reality
Liu, S.; Toreini, P.; Maedche, A.
2022. Pfleging, B., Gerling, K. & Mayer, S. (Hrsg.), Mensch und Computer 2022 - Tagungsband, 495–500, Association for Computing Machinery (ACM). doi:10.1145/3543758.3547565
Digital Assistants for Self-Regulated Learning: Towards a State- Of-The-Art Overview
Scheu, S.; Benke, I.
2022. Thirtieth European Conference on Information Systems (ECIS 2022), Timișoara, Romania, Paper Number: 1787, AIS eLibrary (AISeL)
Biosignal-Based Recognition of Cognitive Load: A Systematic Review of Public Datasets and Classifiers
Seitz, J.; Maedche, A.
2022. Information Systems and Neuroscience : NeuroIS Retreat 2022. Ed.: F. D. Davis, 33–52, Springer. doi:10.1007/978-3-031-13064-9_4
Designing User-Adaptive Video Meeting Systems
Seitz, J.
2022. Proceedings of 20th European Conference on Computer-Supported Cooperative Work, European Society for Socially Embedded Technologies (EUSSET). doi:10.48340/ecscw2022_dc03
Toward User-adaptive Interactive Labeling on Crowdsourcing Platforms
Knaeble, M.; Nadj, M.; Maedche, A.; Loewe, N.
2022. CHI 2022 Workshop - REGROW: Reimagining Global Crowdsourcing for Better Human-AI Collaboration
Designing Attentive Information Dashboards
Toreini, P.; Langner, M.; Maedche, A.; Morana, S.; Vogel, T.
2022. Journal of the Association for Information Systems, 23 (2), 521–552. doi:10.17705/1jais.00732
2021
Emotional competence development systems for remote work collaboration. PhD dissertation
Benke, I. L.
2021, October 25. Karlsruher Institut für Technologie (KIT)
Supporting the Onboarding of 3D Printers through Conversational Agents
Liu, S.; Harun, S. E.; Jasche, F.; Ludwig, T.
2021. Proceedings of Mensch und Computer 2021. Ed.: S. Schneegass, 494–498, Association for Computing Machinery (ACM). doi:10.1145/3473856.3474010
EyeTC: Attentive Terms and Conditions of Internet-Based Services with Webcam-Based Eye Tracking
Toreini, P.; Langner, M.; Vogel, T.; Maedche, A.
2021. Information Systems and Neuroscience: NeuroIS Retreat 2021. Ed.: F. D. Davis, 112–119, Springer. doi:10.1007/978-3-030-88900-5_13
LeadBoSki: A Smart Personal Assistant for Leadership Support in Video-Meetings
Benke, I.; Vetter, S.; Maedche, A.
2021. Companion Publication of the 2021 Conference on Computer Supported Cooperative Work and Social Computing. Ed.: J. Birnholtz, 19–22, Association for Computing Machinery (ACM). doi:10.1145/3462204.3481764
Exploring the Potential of NeuroIS in the Wild: Opportunities and Challenges of Home Environments
Greif-Winzrieth, A.; Peukert, C.; Toreini, P.; Adam, M. T. P.
2021. Information Systems and Neuroscience: NeuroIS Retreat 2021. Ed.: F. D. Davis, 38–46, Springer. doi:10.1007/978-3-030-88900-5_5
Predicting In-Field Flow Experiences Over Two Weeks From ECG Data: A Case Study
Knierim, M.; Pieper, V.; Schemmer, M.; Loewe, N.; Reali, P.
2021. Information Systems and Neuroscience: NeuroIS Retreat 2021. Ed.: F. D. Davis, 107–117, Springer. doi:10.1007/978-3-030-88900-5_11
The Relationship of Collaboration Technologies and Cognition and Affect
Benke, I.; Heinzl, A.; Maedche, A.
2021. Proceedings of the 54th Annual Hawaii International Conference on System Sciences, January 4-8, 2021. Ed.: T. X. Bui, 701–711, College of Education University of Hawai‘i at Manoa
2020
Designing Attentive Information Dashboards with Eye Tracking Technology. PhD dissertation
Toreini, P.
2020, October 26. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000124898
Chatbot-based Emotion Management for Distributed Teams: A Participatory Design Study
Benke, I.; Knierim, M. T.; Maedche, A.
2020. Proceedings of the ACM on human-computer interaction, 4 (CSCW2), Article No.: 118. doi:10.1145/3415189
Physio-Adaptive Systems - A State-of-the-Art Review and Future Research Directions
Loewe, N.; Nadj, M.
2020. ECIS 2020 Proceedings - Twenty-Eighth European Conference on Information Systems, Marrakesh, Marokko, June 15 - 17, 2020, 19 S
DASC-PM v1.0 : ein Vorgehensmodell für Data-Science-Projekte
Schulz, M.; Neuhaus, U.; Kaufmann, J.; Badura, D.; Kerzel, U.; Welter, F.; Prothmann, M.; Kühnel, S.; Passlick, J.; Rissler, R.; Badewitz, W.; Dann, D.; Gröschel, A.; Kloker, S.; Alekozai, E. M.; Felderer, M.; Lanquillon, C.; Brauner, D.; Gölzer, P.; Binder, H.; Rhode, H.; Gehrke, N.
2020. Nordakademie, Hochschule der Wirtschaft
On Implementing Ethical Principles in Design Science Research
Benke, I.; Feine, J.; Venable, J. R.; Maedche, A.
2020. AIS transactions on human-computer interaction, 12 (4), 206–227. doi:10.17705/1thci.00136
To Be or Not to Be in Flow at Work: Physiological Classification of Flow using Machine Learning
Rissler, R.; Nadj, M.; Li, M. X.; Loewe, N.; Knierim, M. T.; Maedche, A.
2020. IEEE transactions on affective computing, 14 (1), 463–474. doi:10.1109/TAFFC.2020.3045269
Cody: An Interactive Machine Learning System for Qualitative Coding
Rietz, T.; Toreini, P.; Maedche, A.
2020. ACM Symposium on User Interface Software and Technology (UIST 2020), Online, October 20–23, 2020. doi:10.1145/3379350.3416195
Exploring Design Principles for Enterprise Chatbots: An Analytic Hierarchy Process Study
Feine, J.; Adam, M.; Benke, I.; Maedche, A.; Benlian, A.
2020. Designing for digital transformation : co-creating services with citizens and industry : 15th international conference on design science research in information systems and technology, DESRIST 2020, Kristiansand, Norway, December 2-4, 2020 : proceedings. Ed.: Sara Hofmann, 126–141, Springer-Verlag. doi:10.1007/978-3-030-64823-7_13
AttentionBoard: A Quantified-Self Dashboard for Enhancing Attention Management with Eye-Tracking
Langner, M.; Toreini, P.; Maedche, A.
2020. Information Systems and Neuroscience : NeuroIS Retreat 2020, Virtual Conference, June 2-4, 2020, www.NeuroIS. Ed.: Fred D. Davis, 266–275, Springer International Publishing. doi:10.1007/978-3-030-60073-0_31
Towards Design Principles for Trustworthy Affective Chatbots for Virtual Teams
Benke, I.
2020. ECIS 2020 Proceedings - Twenty-Eighth European Conference on Information Systems, Marrakesh, Marokko, June 15 - 17, 2020, AIS eLibrary (AISeL)
Discovering Core Modules of Platform-based Software Ecosystems for Non-Profit Sport Organizations
Benke, I.; Guth, P.; Rietz, T.; Maedche, A.
2020. Proceedings der 15. Internationalen Tagung Wirtschaftsinformatik (WI2020), Potsdam, 08.-11-03.2020
2019
Vom ersten Schritt bis zum Dauerlauf. Wie bringt man Usability und User Experience (UUX) ins Unternehmen
Burmester, M.; Laib, M.; Benke, I.; Minge, M.
2019. Mensch und Computer 2019 - Workshopbeiträge, 8.-11. September 2019, Hamburg. Hrsg.: F. Steinicke, Gesellschaft für Informatik (GI). doi:10.18420/muc2019-ws-287
Using Eye-Tracking for Visual Attention Feedback
Toreini, P.; Langner, M.; Maedche, A.
2019. Information Systems and Neuroscience – NeuroIS Retreat 2019. Ed.: F. D. Davis, 261–270, Springer International Publishing. doi:10.1007/978-3-030-28144-1_29
Humane Anthropomorphic Agents: The Quest for the Outcome Measure ; Position Paper
André, E.; Bayer, S.; Benke, I.; Benlian, A.; Cummins, N.; Gimpel, H.; Hinz, O.; Kersting, K.; Mädche, A.; Mühlhäuser, M.; Riemann, J.; Schuller, B. W.; Weber, K.
2019. AIS SIGPrag, Munich, 15-18 December 2019, 2019 pre-ICIS workshop proceedings "Values and Ethics in the Digital Age", Munich, 14.12.2019
Towards an Actionable Ethical Compass for Developing AI-enabled Artifacts in Design Science Research
Benke, I.; Feine, J.; Venable, J. R.; Maedche, A.
2019. AIS SIGPrag, Munich, 15-18 December 2019, 2019 pre-ICIS workshop proceedings "Values and Ethics in the Digital Age", Munich, 14.12.2019
Social Augmentation of Enterprise Communication Systems for Virtual Teams Using Chatbots
Benke, I.
2019. Proceedings of 17th European Conference on Computer-Supported Cooperative Work, European Society for Socially Embedded Technologies (EUSSET 2019), Salzburg, A, June 8-12, 2019
Flow at work: examination of IT-mediated interruptions and physiological classification with machine learning. PhD dissertation
Rißler, R.
2019. Karlsruher Institut für Technologie (KIT)
Designing User-Adaptive Information Dashboards: Considering Limited Attention and Working Memory
Toreini, P.; Langner, M.
2019. ECIS 2019 proceedings . 27th European Conference on Information Systems (ECIS), Stockholm & Uppsala, Sweden, June 8-14, 2019. Research Papers, Paper: 139, AIS eLibrary (AISeL)
The Impact of Anthropomorphic and Functional Chatbot Design Features in Enterprise Collaboration Systems on User Acceptance
Rietz, T.; Benke, I.; Maedche, A.
2019. 14. Internationale Tagung Wirtschaftsinformatik (WI2019)
2018
UUX-Praxis im Wandel: Usability und User Experience in Zeiten der Digitalisierung
Burmester, M.; Benke, I.; Döbelt, S.; Minge, M.; Stein, E.; Stevens, G.
2018. Mensch und Computer 2018 - Workshopband, 02.-05.September 2018, Dresden. Hrsg.: R. Dachselt, 461–472, Gesellschaft für Informatik (GI). doi:10.18420/muc2018-ws09-0546
Exploring Flow Psychophysiology in Knowledge Work
Knierim, M. T.; Rissler, R.; Hariharan, A.; Nadj, M.; Weinhardt, C.
2018. Information systems and neuroscience : NeuroIS Retreat 2018, [Wien, 19.-21.06.2018]. Ed.: Fred D. Davis, 239–249, Springer. doi:10.1007/978-3-030-01087-4_29
BrownieR - The R-Package for Neuro Information Systems Research
Michalczyk, S.; Jung, D.; Nadj, M.; Knierim, M.; Rißler, R.
2018. Information systems and neuroscience : NeuroIS Retreat 2018, [Wien, 19.-21.06.2018]. Ed.: Fred D. Davis, 101–109, Springer. doi:10.1007/978-3-030-01087-4_12
Enhancing Joint Attention in Collaborative Information Dashboards with Shared Gaze Awareness
Toreini, P.; Benke, I.; Langner, M.; Schaumann, S.; Schwarzenboeck, J.; Bamberger, C.; Maedche, A.
2018. SIGHCI 2018 Proceedings - HCI/MIS Workshop 2018 - The 17th Annual Pre-ICIS Workshop on HCI Research in MIS, San Francisco, California, December 13, 2018, AIS eLibrary (AISeL)
Tool Support for Design Science Research—Towards a Software Ecosystem: A Report from a DESRIST 2017 Workshop
Morana, S.; Brocke, J. vom; Maedche, A.; Seidel, S.; Adam, M. T. P.; Bub, U.; Fettke, P.; Gau, M.; Herwix, A.; Mullarkey, M. T.; Nguyen, H. D.; Sjöström, J.; Toreini, P.; Wessel, L.; Winter, R.
2018. Communications of the Association for Information Systems, 43 (Article 17), 239–256. doi:10.17705/1CAIS.04317
Designing Attention-aware Business Intelligence and Analytics Dashboards to Support Task Resumption
Toreini, P.; Langner, M.; Maedche, A.
2018. 26th European Conference on Information Systems: Beyond Digitization - Facets of Socio-Technical Change, ECIS 2018, Portsmouth, UK, June 23-28, 2018. Ed.: U. Frank, Code 143975, Association for Information Systems (AIS)
Use of attentive information dashboards to support task resumption in working environments
Toreini, P.; Langner, M.; Maedche, A.
2018. 10th ACM Symposium on Eye Tracking Research and Applications, ETRA 2018; Warsaw; Poland; 14 June 2018 through 17 June 2018, Art. Nr.: a92, Association for Computing Machinery (ACM). doi:10.1145/3204493.3208348
ServiceDesignKIT: A Web Platform of Digital Service Design Techniques
Liu, X.; Leung, E. T.-M.; Toreini, P.; Maedche, A.
2018. International Conference on Design Science Research in Information Systems and Technology (DESRIST) - Designing for a Digital and Globalized World, Chennai, India, June 3–6, 2018, 34–48, Springer International Publishing. doi:10.1007/978-3-319-91800-6_3
Improving Digital Nudging Using Attentive User Interfaces: Theory Development and Experiment Design
Hummel, D.; Toreini, P.; Maedche, A.
2018. 13th International Conference on Design Science Research in Information Systems and Technology (DESRIST), Chennai, India, 3rd – 6th June, 2018, 1–8
Got Flow? Using Machine Learning on Physiological Data to Classify Flow
Rissler, R.; Nadj, M.; Li, M. X.; Knierim, M. T.; Maedche, A.
2018. Proceedings of the Conference on Human Factors in Computing Systems (CHI), Montréal, Canada, 21st - 26th April 2018, Art.Nr. LBW612, Association for Computing Machinery (ACM). doi:10.1145/3170427.3188480
2017
Flow-Erfassung am Arbeitsplatz: Aktueller Stand der Forschung und innovative Anwendungsszenarien
Rissler, R.; Nadj, M.; Maedche, A.; Koppenhagen, N.
2017. Wirtschaftsinformatik & Management, 9 (6), 12–21. doi:10.1007/s35764-017-0116-0
The psychophysiology of flow: A systematic review of peripheral nervous system features
Knierim, M. T.; Rissler, R.; Dorner, V.; Maedche, A.; Weinhardt, C.
2017. Information Systems and Neuroscience - Gmunden Retreat on NeuroIS 2017. Ed.: F. D. Davis, 109–120, Springer. doi:10.1007/978-3-319-67431-5_13
The impact of IT-mediated interruptions on flow and task performance
Rissler, R.
2017. Doctoral Consortium Proceedings of the 25th European Conference on Information Systems (ECIS), Guimarães, Portugal, 5-10 June 2017
Towards an integrative theoretical framework of IT-mediated interruptions
Rissler, R.; Nadj, M.; Adam, M.; Mädche, A.
2017. Proceedings of the 25th European Conference on Information Systems (ECIS), Guimarães, Portugal, 5-10 June 2017, 1950–1967, AIS eLibrary (AISeL)
Designing Attention-aware Business Intelligence and Analytics Dashboards
Toreini, P.; Morana, S.
2017. Designing the Digital Transformation: DESRIST 2017 Research in Progress Proceedings. 12th International Conference on Design Science Research in Information Systems and Technology, Karlsruhe, 30. Mai - 1. Juni 2017, 64–72, Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000069452
Flow in Information Systems Research: Review, Integrative Theoretical Framework, and Future Directions
Rissler, R.; Nadj, M.; Adam, M. T. P.
2017. 13th International Conference on Wirtschaftsinformatik, Wirtschaftsinformatik 2017 (WI-2017), St. Gallen, 12-15 February 2017, 1051–1065
2016
Interest-based Recommendation in Academic Networks using Social Network Analysis
Toreini, P.; Chatti, M. A.; Thues, H.; Schroeder, U.
2016. GI Edition Proceedings Band 262 DeLFI 2016 – Die 14. E-Learning Fachtagung Informatik : 11.-14. September 2016 Potsdam. [Hrsg.] Ulrike Lucke, 23–35, Köllen Druck+Verlag
SNA-Based Recommendation in Professional Learning Environments
Chatti, M. A.; Toreini, P.; Thues, H.; Schroeder, U.
2016. eLmL 2016 : The Eighth International Conference on Mobile, Hybrid, and On-line Learning, 24. - 28. Apr 2016, Venice, Italy, 49–54, Curran