Dr. Pavlina Kröckel
Dr. Pavlina Kröckel
Fachbereich Wirtschafts- und Sozialwissenschaften
Management Intelligence Services
Lange Gasse 20
90403 Nürnberg
- Telefon: 09115302-95477
- E-Mail: pavlina.kroeckel@fau.de
- Webseite: http://www.wi2.fau.de/person/da
Sprechzeiten
by appointment only (please send an email)
Research Projects
- Trustable and Responsible AI (TR-AI) for decision support in healthcare (Habilitation Project)
- Intelligence-driven strategies and tactics in team sports
Course Responsibilities
Awards
- HICSS 2024 Best Paper Award for the Information Technology in Healthcare Track
- DOSB Wissenschaftspreis 2019/20
- Fakultätsfrauenpreis 2022
Work Experience
| 2011-2012 | Student Research Assistant at Fraunhofer Supply Chain Services Nuremberg |
| 2012-2013 | Student Research Assistant at the Chair of Information Systems II of the University of Erlangen-Nuremberg |
| 2012-2013 | Intern at adidas Group, Global IT, CoE Marketing |
| 2013-2019 | Ph.D. student at the Chair of Information Systems II of the University of Erlangen-Nuremberg |
| 2019 – 2021 | Post-Doc and Consultant Smart Data in Football, RedBull Football Academy Salzburg |
| Since 2022 | Habilitation candidate |
| Since 11/2023 | Consultant at Lichtenberg Forschungsgesellschaft mbH |
Education
| 1985 | born in Bulgaria |
| 2003 | Abitur in Macedonia |
| 2003-2007 | International Relations, Bachelor Degree at SWU Neofit Rilski, Blagoevgrad, Bulgaria |
| 2010-2013 | International Business Studies, Master of Science at University of Erlangen Nuremberg |
| 2013-2019 | Ph.D. studies |
Publications
2025
- , , , , , :
Blockchain in healthcare: Bridging the business value and patient benefit
In: IET Blockchain 5 (2025)
ISSN: 2634-1573
DOI: 10.1049/blc2.70000
2024
- , , , , , , , :
Coupling Neural Networks Between Clusters for Better Personalized Care
In: Proceedings of the 57th Hawaii International Conference on System Sciences 2024
Open Access: https://hdl.handle.net/10125/106821 - :
Data Ownership and Emerging Data Governance Models in Healthcare
In: Nilmini Wickramasinghe, Freimut Bodendorf, Mathias Kraus (Hrsg.): Dimensions of Intelligent Analytics for Smart Digital Health Solutions, Chapman & Hall, 2024
ISBN: 9781032699721 - :
Generative AI in Assisting Patients with Syringomyelia and Hydrocephalus: A Preliminary Comparison of Chatgpt and Gemini
37th Bled eConference (Bled, Slovenia, 9. Juni 2024 - 12. Juni 2024)
In: 37th Bled eConference Resilience Through Digital Innovation: Enabling the Twin Transition 2024
DOI: 10.18690/um.fov.4.2024.39 - :
Redefining Emergency Services with Generative AI: Insights from a preliminary literature review
In: Proceedings of the 15th International Conference on Applied Human Factors and Ergonomics (AHFE 2024) 2024
DOI: 10.54941/ahfe1005099 - , , , , :
AI Defenders: Machine learning driven anomaly detection in critical infrastructures
Informatik Festival 2024, 9th IACS WS'24 (Wiesbaden, Deutschland, Hochschule RheinMain Wiesbaden, 24. September 2024 - 26. September 2024)
In: 9th IACS WS'24: 9th GI/ACM Workshop on Industrial Automation and Control Systems 2024 2024 - , , , , , , , , :
A Possible Blockchain Architecture for Healthcare: Insights from Catena-X
In: Nilmini Wickramasinghe, Freimut Bodendorf, Mathias Kraus (Hrsg.): Dimensions of Intelligent Analytics for Smart Digital Health Solutions, New York: Chapman and Hall/CRC, 2024, S. 296-326
ISBN: 9781003849704
DOI: 10.1201/9781032699745-17
2023
- , , :
Sustainable CRISP-DM Extension for Energy-Aware AI Development
AMCIS 2023 (Panama City, 10. August 2023 - 12. August 2023)
In: AMCIS 2023 Proceedings 2023
URL: https://aisel.aisnet.org/amcis2023/sig_green/sig_green/9
2022
- , , :
Sports marketing innovation: increasing fan engagement via innovative statistics from facial emotion recognition
4th International Conference Business Meets Technology (BMT22) (Ansbach, 7. Juli 2022 - 9. Juli 2022)
DOI: 10.4995/bmt2022.2022.15631
URL: http://ocs.editorial.upv.es/index.php/BMT/BMT2022/paper/view/15631
2020
- , :
Process Mining of Football Event Data: A Novel Approach for Tactical Insights Into the Game
In: Frontiers in Artificial Intelligence 3 (2020), S. 47
ISSN: 2624-8212
DOI: 10.3389/frai.2020.00047
URL: https://www.frontiersin.org/articles/10.3389/frai.2020.00047/full
2019
- :
Big Data Event Analytics in Football for Tactical Decision Support (Dissertation, 2019)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/year/2019/docId/12365
2017
- :
Decision Support Enhancement for Player Substitution in Football: A Design Science Approach
Business Information Systems Workshops (Leipzig, 6. Juli 2016 - 8. Juli 2016)
In: Abramowicz, Witold; Alt, Rainer; Franczyk, Bogdan (Hrsg.): Business Information Systems Workshops 2017
DOI: 10.1007/978-3-319-52464-1_33
URL: https://link.springer.com/chapter/10.1007/978-3-319-52464-1_33 - , :
Tactical Insights from an Underdog Team: Network analysis of Iceland in the Euro 2016 against the teams of Portugal and England
Third European Conference on Social Networks (EUSN2017) (Johannes Gutenberg-University, Mainz, 26. September 2017 - 29. September 2017)
Open Access: http://www.eusn2017.uni-mainz.de/files/2016/08/EUSN2017_Book-of-Abstracts_25_09.pdf
URL: http://www.eusn2017.uni-mainz.de/files/2016/08/EUSN2017_Book-of-Abstracts_25_09.pdf - , , :
Dynamic Network Analysis of the Euro2016 Final: Preliminary results
The Fourth International Symposium on Social Networks Analysis, Management and Security (SNAMS-2017) (Vienna House Diplomat Prague, Czech Republic, 21. August 2017 - 23. August 2017)
DOI: 10.1109/FiCloudW.2017.98
URL: http://ieeexplore.ieee.org/document/8113780/ - , , :
Emotions and fashion recommendations: evaluating the predictive power of affective information for the prediction of fashion product preferences in cold-start scenarios
International Workshop on Web Personalization, Recommender Systems and Social Media at the International Conference on Web Intelligence (Leipzig, Germany, 23. August 2017 - 23. August 2017)
In: Proceedings of the International Conference on Web Intelligence, New York, NY, USA: 2017
DOI: 10.1145/3106426.3109441
2016
- , , , , :
Decision support system for player substitution in football - prototypical implementation
(2016)
(Working Paper) - , :
Sentiment Classification and Visualization of Product Review Data
In: Hofmann, M., Chisholm, A. (Hrsg.): Text Mining, Web Mining, and Visualization Use Cases Using Open Source Tools, Boca Raton, USA: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series, 2016 (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
ISBN: 9781482237573 - , :
Nutzenpotenziale von Augmented Reality im Einzelhandel
In: Medienproduktion : Online-Zeitschrift für Wissenschaft und Praxis (2016), S. 16 - 19
ISSN: 2193-7699
Open Access: http://zs.thulb.uni-jena.de/servlets/MCRFileNodeServlet/jportal_derivate_00246598/MP_OZWP_2193-7699_2016-09.pdf
2014
- :
Identifying Sports Talents by Social Media Mining as a Marketing Instrument
2014 Annual SRII Global Conference, SRII 2014 (San Jose, CA, 23. April 2014 - 25. April 2014)
In: Global Conference (SRII), 2014 Annual SRII 2014
DOI: 10.1109/SRII.2014.38
Supervised Student Reports (excerpt)
- Trustworthy data sharing in healthcare: A blockchain-based concept and prototype(in cooperation with Swinburne University of Technology, Melbourne)
(Jan Miltner; Master Thesis; 2022/23) - The business and patients value of trusted data sharing within and between stakeholders in healthcare – lessons learned from explorative studies on private blockchains in healthcare(in cooperation with Swinburne University of Technology, Melbourne)
(Jule van de Logt; Master Thesis; 2022/23) - Design and implementation of an analytical football database to support data-driven decision making in sports
(Marvin Habermann; Master Thesis; 2016) - Wearable technology in amateur football – A case study
(Adrian Pomayr; Bachelor Thesis; 2017) - Tracking in handball – An overview and analysis of the potential opportunities
(Björn Eberhardt; Bachelor Thesis; 2016) - Evaluation of Tracking Systems in Soccer for the Purpose of Player Substitution
(Andreas Kelz; Bachelor Thesis; 2016) - The Potential of Wearable Technology in Amateur Football – A qualitative study
(Moritz Zieglmeier; Bachelor Thesis; 2016) - Measuring the effectiveness of sports sponsorship on social media – by the example of football players sponsored by adidas
(Julia Serafin; Bachelor Thesis; 2016) - Determinants of player substitution in football – A qualitative study
(Isa Tümer; Bachelor Thesis; 2016) - Predicting the outcome of football matches – A Literature Review
(Raphaela Dung Nguyen; Bachelor Thesis; 2016) - Effectiveness of Sport Sponsorship – A Literature Review
(Florian Krenzel; Bachelor Thesis; 2015) - Gamification in Sports Marketing
(Michael Schulz; Bachelor Thesis, 2015) - The Connected Customer: Designing a self-service information assistant application for Smart Glasses in retail
(Daria Eichner; Master Thesis, 2014)