M. Sc. Sven Michalczyk
- Group: Intelligent Enterprise Systems
- Office Hours: by appointment only
- Room: 5C-07
- Phone: +49 721 608-41583
- sven michalczyk ∂does-not-exist.kit edu
Karlsruhe Institute of Technology (KIT)
Institute of Information Systems and Marketing (IISM)
Kaiserstraße 89
76133 Karlsruhe
Research Interests
- Business Intelligence & Analytics (Self-Service)
- Data Science Methods
- Machine Learning & Model Deployment
- Industry Applications of Analytical Methods
Short CV
|
06/2019 – ongoing: |
Doctoral Researcher at KIT in ”Self-Service Business Intelligence and Analytics”-Industry Project together with the Robert Bosch GmbH |
|
05/2018 – 05/2019: |
Data Scientist at the Robert Bosch GmbH, Business Unit Indirect Purchasing |
|
10/2015 – 04/2018: |
M.Sc. Information Engineering and Management at the Karlsruher Institute of Technology (KIT) |
|
10/2014 – 09/2015: |
Key Account Manager at www.adtelligence.com (Website Personalization Solutions) |
|
10/2011 – 09/2014: |
B.A. Digital Media at DHBW Mannheim in Cooperation with www.suchdialog.de (Online Marketing Agency) |
Teaching
Thesis Projects
- Design and Development of a Self-Service BI&A Guided Recommendation System Based on Logfiles of the Bosch’s Corporate Data Lake
[Masterarbeit]
Status: vergeben - Business Intelligence & Analytics (BI&A) Role Discovery in the Self-Service Context
[Bachelor-/Masterarbeit]
Status: vergeben - Data Science Lifecycle Refinement with a Mapping of the Corresponding Data Science Tool Landscape
[Bachelor-/Masterarbeit]
Status: vergeben
Lectures
- Winter 2020/2021: Business Intelligence Systems (Master's level, Capstone Project)
- Winter 2019/2020: Business Intelligence Systems (Master's level, Capstone Project)
Projects
Publications
Metadata Extraction from User Queries for Self-Service Data Lake Exploration
Gunklach, J.; Michalczyk, S.; Nadj, M.; Maedche, A.
2023. Datenbank-Spektrum, 23, 97–105. doi:10.1007/s13222-023-00448-z
Gunklach, J.; Michalczyk, S.; Nadj, M.; Maedche, A.
2023. Datenbank-Spektrum, 23, 97–105. doi:10.1007/s13222-023-00448-z
Beyond Dashboards? Designing Data Stories for Effective Use in Business Intelligence and Analytics
Gunklach, J.; Jacob, K.; Michalczyk, S.
2023. ECIS 2023 Proceedings, AIS eLibrary (AISeL)
Gunklach, J.; Jacob, K.; Michalczyk, S.
2023. ECIS 2023 Proceedings, AIS eLibrary (AISeL)
Role-specific self-service business intelligence & analytics systems in the data science lifecycle. PhD dissertation
Michalczyk, S.
2022, September 20. Karlsruher Institut für Technologie (KIT)
Michalczyk, S.
2022, September 20. Karlsruher Institut für Technologie (KIT)
Designing a Self-Service Analytics System for Transportation Supplier Selection
Michalczyk, S.; Breitling, N.; Mädche, A.
2022. Intelligent Information Systems : CAiSE Forum 2022, Leuven, Belgium, June 6–10, 2022, Proceedings. Ed.: J. De Weerdt, 64–72, Springer
Michalczyk, S.; Breitling, N.; Mädche, A.
2022. Intelligent Information Systems : CAiSE Forum 2022, Leuven, Belgium, June 6–10, 2022, Proceedings. Ed.: J. De Weerdt, 64–72, Springer
Designing a Self-service Analytics System for Supply Base Optimization
Michalczyk, S.; Nadj, M.; Beier, H.; Mädche, A.
2021. CAiSE ’21- 33rd International Conference on Advanced Information Systems Engineering, MELBOURNE, 28 JUNE 2021 - 2 JULY 2021, 154–161. doi:10.1007/978-3-030-79108-7_18
Michalczyk, S.; Nadj, M.; Beier, H.; Mädche, A.
2021. CAiSE ’21- 33rd International Conference on Advanced Information Systems Engineering, MELBOURNE, 28 JUNE 2021 - 2 JULY 2021, 154–161. doi:10.1007/978-3-030-79108-7_18
Demystifying Job Roles in Data Science: A Text Mining Approach
Michalczyk, S.; Nadj, M.; Mädche, A.; Gröger, C.
2021. ECIS 2021 Proceedings - European Conference on Information Systems. Human Values Crisis in a Digitizing World, Paper Number: 1622, Association for Information Systems (AIS)
Michalczyk, S.; Nadj, M.; Mädche, A.; Gröger, C.
2021. ECIS 2021 Proceedings - European Conference on Information Systems. Human Values Crisis in a Digitizing World, Paper Number: 1622, Association for Information Systems (AIS)
Designing an Analytical Information Systems Engineering Method
Michalczyk, S.; Scheu, S.
2020. Proceedings of the 28th European Conference on Information Systems (ECIS), An Online AIS Conference (Marrakesh, Marokko), June 15-17, 2020, Art.Nr. 57, AIS eLibrary (AISeL)
Michalczyk, S.; Scheu, S.
2020. Proceedings of the 28th European Conference on Information Systems (ECIS), An Online AIS Conference (Marrakesh, Marokko), June 15-17, 2020, Art.Nr. 57, AIS eLibrary (AISeL)
A State-of-the-Art Overview and Future Research Avenues of Self-Service Business Intelligence and Analytics
Michalczyk, S.; Nadj, M.; Azarfar, D.; Mädche, A.; Gröger, C.
2020. Proceedings of the 28th European Conference on Information Systems (ECIS), An Online AIS Conference (Marrakesh, Marokko), June 15-17, 2020, Art.Nr. 46, AIS eLibrary (AISeL)
Michalczyk, S.; Nadj, M.; Azarfar, D.; Mädche, A.; Gröger, C.
2020. Proceedings of the 28th European Conference on Information Systems (ECIS), An Online AIS Conference (Marrakesh, Marokko), June 15-17, 2020, Art.Nr. 46, AIS eLibrary (AISeL)
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