Dr. Michael Knierim
- Gruppe: KIT
- Sprechstunden: nach Vereinbarung / by appointment
- Raum: 286
- Tel.: +49 (721) 608-48385
- michael knierimWsz4∂kit edu
Karlsruhe Institute of Technology (KIT)
Fakultät für Wirtschaftswissenschaften
Institut für Wirtschaftsinformatik und Marketing
Kaiserstraße 89, 76133 Karlsruhe
Tätigkeiten
Forschungsinteressen & -methoden
My research endeavors are driven by an interest in creating knowledge and artifacts that aid in profoundly improving human lives. Focus lies especially on the augmentation of mental and social functioning through design and engineering of innovative technological means. Innovation activities (e.g. in organizations and in collaboration with external actors) provide fertile ground for this approach.
While previous work dealt with the potentiality of intrinsically motivated action in customer co-creation platform, current research activities are focused on the augmentation of social interaction and group performance through psychophysiological feedback mechanisms.
Therefore current interests include:
- Individual and social functioning: Emotional & Collective Intelligence, Flow, Emotion regulation
- Technical augmentation means: Psychophysiological Feedback Mechanisms & Designs, Cognitive & Affective State Detection
Topics of Interest:
- Flow Psycho- & Neurophysiology
- Neuro-Information Systems (NeuroIS) & Physiological Computing Systems
- Bio- & Neurofeedback Applications
Methods:
- Electrocardiography (ECG) – Especially Heart Rate Variability Analysis
- Electroencephalography (EEG) – Especially Time-Frequency Analysis
- Experimental Laboratory Research
- Survey Studies
Vorlesungen, Übungen, Seminare
WS 2017/2018
- Vorlesungen: Management of Business Networks, Business Data Strategy
- Seminar: Digital Experience & Participation
WS 2016/2017
- Vorlesungen: Management of Business Networks, Business Data Strategy
- Seminar: E-Commerce and Human Computer Interaction
SS 2016
- Vorlesung: KSRI Service Design Thinking
- Seminar: Participation and Collaborative Services
Preise und Auszeichnungen
- 2017: Best Products & Prototypes Award, Design Science Research in Information Systems and Technology (DESRIST) 2017
Curriculum Vitae
| 09.2015 - Today | Academic assistant - Karlsruhe Institute of Technology (KIT) - Germany |
| 11.2014 - 08.2015 | Head coach female youth - Hockey-Federation Rhineland-Palatinate/Saar - Germany |
| 04.2012 - 11.2014 | M. Sc. Management - Johannes Gutenberg-University Mainz - Germany |
| 09.2013 - 01.2014 | Semester abroad in the M. Sc. Management - Université Montpellier I - France |
| 07.2012 - 08.2013 | Working student - juwi Technologies GmbH Wörrstadt - Germany |
| 10.2008 - 04.2012 | B. Sc. Business Sciences - Johannes Gutenberg-University Mainz - Germany |
Publikationsliste
Buchaufsätze
2020
Feeling the Pain of Others in Need: Studying the Effect of VR on Donation Behavior Using EEG.
Greif-Winzrieth, A.; Knierim, M.; Peukert, C.; Weinhardt, C.
2020. Information Systems and Neuroscience – NeuroIS Retreat 2020. Ed.: F. Davis, 172–180, Springer International Publishing. doi:10.1007/978-3-030-60073-0_19
Greif-Winzrieth, A.; Knierim, M.; Peukert, C.; Weinhardt, C.
2020. Information Systems and Neuroscience – NeuroIS Retreat 2020. Ed.: F. Davis, 172–180, Springer International Publishing. doi:10.1007/978-3-030-60073-0_19
Dissertationen
2020
Detecting Flow Experiences in Cognitive Tasks - A Neurophysiological Approach. Dissertation.
Knierim, M. T.
2020, September 23. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000123849
Knierim, M. T.
2020, September 23. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000123849
Zeitschriftenaufsätze
2021
Open-source concealed EEG data collection for Brain-computer-interfaces - neural observation through OpenBCI amplifiers with around-the-ear cEEGrid electrodes.
Knierim, M. T.; Berger, C.; Reali, P.
2021. Brain-computer interfaces. doi:10.1080/2326263X.2021.1972633
Knierim, M. T.; Berger, C.; Reali, P.
2021. Brain-computer interfaces. doi:10.1080/2326263X.2021.1972633
2020
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
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
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. doi:10.1109/TAFFC.2020.3045269
Rissler, R.; Nadj, M.; Li, M. X.; Loewe, N.; Knierim, M. T.; Maedche, A.
2020. IEEE transactions on affective computing. doi:10.1109/TAFFC.2020.3045269
2018
Live biofeedback as a user interface design element: A review of the literature.
Lux, E.; Dorner, V.; Knierim, M. T.; Adam, M. T. P.; Helming, S.; Weinhardt, C.
2018. Communications of the Association for Information Systems, 43 (1), 257–296. doi:10.17705/1CAIS.04318
Lux, E.; Dorner, V.; Knierim, M. T.; Adam, M. T. P.; Helming, S.; Weinhardt, C.
2018. Communications of the Association for Information Systems, 43 (1), 257–296. doi:10.17705/1CAIS.04318
Proceedingsbeiträge
2021
Detecting Flow Experiences in the Field Using Video- Based Head and Face Activity Recognition: A Pilot Study.
Berger, C.; Knierim, M. T.; Weinhardt, C.
2021. Proceedings NeuroIS Retreat 2021, Virtual Conference, June 1-3. Ed.: F. D. Davis, 134–141, Springer
Berger, C.; Knierim, M. T.; Weinhardt, C.
2021. Proceedings NeuroIS Retreat 2021, Virtual Conference, June 1-3. Ed.: F. D. Davis, 134–141, Springer
Detecting Daytime Bruxism Through Convenient and Wearable Around-the-Ear Electrodes.
Knierim, M.; Schemmer, M.; Woehler, D.
2021. 12th International Conference on Applied Human Factors and Ergonomics (AHFE 2021)
Knierim, M.; Schemmer, M.; Woehler, D.
2021. 12th International Conference on Applied Human Factors and Ergonomics (AHFE 2021)
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. Proceedings NeuroIS Retreat 2021. Ed.: F.D. Davis, 107–117, Springer
Knierim, M.; Pieper, V.; Schemmer, M.; Loewe, N.; Reali, P.
2021. Proceedings NeuroIS Retreat 2021. Ed.: F.D. Davis, 107–117, Springer
Exploring the Recognition of Facial Activities Through Around-the-Ear Electrode Arrays (cEEGrids).
Knierim, M.; Schemmer, M.; Perusquía-Hernández, M.
2021. NeuroIS Retreat 2021: June 1-3, 2021 based on MS Teams
Knierim, M.; Schemmer, M.; Perusquía-Hernández, M.
2021. NeuroIS Retreat 2021: June 1-3, 2021 based on MS Teams
2019
Flow in Knowledge Work Groups – Autonomy as a Driver or Digitally Mediated Communication as a Limiting Factor?.
Knierim, M. T.; Nadj, M.; Li, M. X.; Weinhardt, C.
2019. ICIS 2019, Munich, Germany, December 15-18, 2019, 1–17, AIS eLibrary (AISeL)
Knierim, M. T.; Nadj, M.; Li, M. X.; Weinhardt, C.
2019. ICIS 2019, Munich, Germany, December 15-18, 2019, 1–17, AIS eLibrary (AISeL)
Flow and optimal difficulty in the portable EEG: On the potentiality of using personalized frequency ranges for state detection.
Knierim, M. T.; Nadj, M.; Weinhardt, C.
2019. CHIRA 2018 : proceedings of the 3rd International Conference on Computer-Human Interaction Research and Applications, Wien, A, September 20-21, 2019. Ed.: H.P. Silva, 183–190, SciTePress
Knierim, M. T.; Nadj, M.; Weinhardt, C.
2019. CHIRA 2018 : proceedings of the 3rd International Conference on Computer-Human Interaction Research and Applications, Wien, A, September 20-21, 2019. Ed.: H.P. Silva, 183–190, SciTePress
2018
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
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
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
Flow Neurophysiology in Knowledge Work: Electroencephalographic Observations from Two Cognitive Tasks.
Knierim, M. T.; Nadj, M.; Hariharan, A.; Weinhardt, C.
2018. Proceedings of the 5th International Conference on Physiological Computing Systems (PhyCS 2018), Seville, E, September 19-21, 2018. Ed.: J.M. Belda Lois, 42–53, SciTePress
Knierim, M. T.; Nadj, M.; Hariharan, A.; Weinhardt, C.
2018. Proceedings of the 5th International Conference on Physiological Computing Systems (PhyCS 2018), Seville, E, September 19-21, 2018. Ed.: J.M. Belda Lois, 42–53, SciTePress
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
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
Emotion Feedback in Small Group Collaboration: A Research Agenda for Group Emotion Management Support Systems.
Knierim, M. T.; Hariharan, A.; Dorner, V.; Weinhardt, C.
2017. GDN 2017, the 17th International Conference on Group Decision and Negotiation, which will take place at the University of Hohenheim, Stuttgart, Germany, 14th -18th August 2017, 191–202, Univ. Hohenheim
Knierim, M. T.; Hariharan, A.; Dorner, V.; Weinhardt, C.
2017. GDN 2017, the 17th International Conference on Group Decision and Negotiation, which will take place at the University of Hohenheim, Stuttgart, Germany, 14th -18th August 2017, 191–202, Univ. Hohenheim
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
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
Designing Live Biofeedback for Groups to Support Emotion Management in Digital Collaboration.
Knierim, M. T.; Jung, D.; Dorner, V.; Weinhardt, C.
2017. Designing the Digital Transformation : 12th International Conference (DESRIST 2017), Karlsruhe, Germany, 30 May - 1 June 2017. Ed.: A. Maedche, 479–484, Springer International Publishing. doi:10.1007/978-3-319-59144-5_35
Knierim, M. T.; Jung, D.; Dorner, V.; Weinhardt, C.
2017. Designing the Digital Transformation : 12th International Conference (DESRIST 2017), Karlsruhe, Germany, 30 May - 1 June 2017. Ed.: A. Maedche, 479–484, Springer International Publishing. doi:10.1007/978-3-319-59144-5_35
Vorträge
2016
Live Biofeedback for Digital Collaboration.
Knierim, M. T.; Hariharan, A.; Lux, E.; Dorner, V.; Weinhardt, C.
2016. 37th International Conference on Information Systems (ICIS), Workshop on the Digitization of the Individual (DOTI), Dublin, Ireland, December 11, 2016
Knierim, M. T.; Hariharan, A.; Lux, E.; Dorner, V.; Weinhardt, C.
2016. 37th International Conference on Information Systems (ICIS), Workshop on the Digitization of the Individual (DOTI), Dublin, Ireland, December 11, 2016
Betreute Abschlussarbeiten
Turn that frown upside down...
[Bachelorarbeit, Masterarbeit]
Status: noch nicht vergeben
Are we in Flow?
[Bachelorarbeit, Masterarbeit]
Status: noch nicht vergeben
Development of a R-Package Serving as Swiss Army Knife For Analyzing Neuro and Physiological Data
[Masterarbeit]
Status: noch nicht vergeben