Dr. Muhammed-Fatih Kaya

Muhammed-Fatih Kaya graduated with a Master of Science in Information Systems from the Universities of Hohenheim and Stuttgart. He has been working as a research assistant at the chair of Intelligent Information Systems since October 2016 and completed his doctorate in the field of Machine Learning in August 2022 with the grade 'summa cum laude'.  The title of his doctoral thesis is: "Automated Pattern Recognition of Communication Behaviour in Electronic Business Negotiations". Muhammed-Fatih Kaya currently works as a postdoctoral researcher and research coordinator at the chair of Intelligent Information Systems. His research interests are in the areas of Natural Language Processing, Machine Learning, Pattern Recognition, Predictive Analytics, Electronic Negotiations and Negotiation Support Systems.

Muhammed-Fatih Kaya won several scientific awards, such as the Springer Group Decision and Negotiation Young Researcher Award (2019) or the Springer Best Paper Award of the International Group Decision and Negotiation Conference in Tokyo (2023). Since 2023, he has been an active member of the editorial board of the Group Decision and Negotiation Journal and a reviewer in various Information Systems outlets. He is a project member in the joint project ABBA: AI for Business | Business for AI, coordinated by the University of Hohenheim, in which ten other partners from three German federal states are involved.

Muhammed Fatih Kaya also heads the Information Systems service centre. Its tasks include programme management and student advisory services for the Bachelor's and Master's degree programmes in Information Systems at the Universities of Hohenheim and Stuttgart.

Administration office:

Publications

TitleYearLiterature TypeAuthors
Predictive Detection of Negotiation Progress with Machine Learning
Proceedings of the 24th International Conference on Group Decision and Negotiation
2024Extended AbstractMuhammed-Fatih Kaya, Mareike Schoop
(Generative) AI Competencies for Future-Proof Graduates2024Whitepaper

Henner Gimpel, Niklas Gutheil, Valentin Mayer, Matthias Bandtel, Marion Büttgen, Stefan Decker,  Torsten Eymann, Simon Feulner, Muhammed Fatih Kaya, Marie Kufner, Niklas Kühl, Luis Lämmermann, Alexander Maedche, Caroline Ruiner, Mareike Schoop, Nils Urbach

An Integrative Model of AI Competencies for Business Students and Where to Acquire Them
Wirtschaftsinformatik 2023 Proceedings, 240
2023Contribution to conferenceMuhammed-Fatih Kaya, Christopher Zirnig, Marah Blaurock, Felix Zechiel, Mareike Schoop
The More the Merrier? A Machine Learning Analysis of Information Growth in Negotiation Processes
Lecture Notes in Business Information Processing book series (LNBIP, volume 478)
2023Contribution to conference Muhammed-Fatih Kaya, Mareike Schoop
Automated Pattern Recognition of Communication Behaviour in Electronic Business Negotiations
Springer Gabler Wiesbaden
2023BookMuhammed-Fatih Kaya

Pattern Labelling of Business Communication Data
Journal of Group Decision and Negotiation

2022Journal contributionMuhammed-Fatih Kaya
Analytical Comparison of Clustering Techniques for the Recognition of Communication Patterns
Journal of Group Decision and Negotiation
2021Journal contributionMuhammed-Fatih Kaya, Mareike Schoop
Maintenance of Data Richness in Business Communication Data
Proceedings of the European Conference for Information Systems (ECIS) 2020
2020Contribution to conferenceMuhammed-Fatih Kaya, Mareike Schoop
Data Quality and Information Loss in Standardised
Interpolated Path Analysis – Quality Measures and Guidelines
Proceedings of the 19th International Conference on Group Decision and Negotiation
2019 Contribution to conference Annika Lenz, Muhammed-Fatih Kaya, Philipp Melzer, Andreas Schmid, Josepha Witt, Mareike Schoop
Application
of Data Mining Methods for Pattern Recognition in Negotiation Support
Systems

Lecture Notes in Business Information Processing 351
2019 Contribution to conference Muhammed-Fatih Kaya, Mareike Schoop
Adoption, Usage, and Pedagogy of E-Learning Tools in University Teaching
UK Academy for Information Systems Conference Proceedings 2017, Paper 19
2017 Contribution to conference Markus Ganzert, Stefan Huber, Muhammed-Fatih Kaya, Serkan Sepin, Philipp Melzer, Mareike Schoop
Does Trusting Behaviour Pay in Electronic Negotiations?
Proceedings of the 17th International Conference on Group Decision and Negotiation
2017 Contribution to conference Muhammed-Fatih Kaya, Michael Körner, Annika Lenz, Philipp Melzer, Serkan Sepin, Andreas Schmid, Mareike Schoop, Per van der Wijst
The GDN Research Map - An Overview of Research Flows and Their Interrelated Links
Proceedings of the 17th International Conference on Group Decision and Negotiation
2017 Contribution to conference Muhammed-Fatih Kaya, Serkan Sepin

Current Projects

Committee Activities

             Member of the Master's Information Systems admissions committee (since 2019)

             Member of the Bachelor's and Master's commission for study affairs (Studienkommission) in Information Systems (since 2020)

             Member of the joint Bachelor's and Master's faculty council (Gemeinsame Kommission) for Information Systems (since 2020)

             Member of the Senate Commission for Studies and Teaching (Senatskommission für Studium und Lehre) at the University of Hohenheim (since 2020)

             Member of the Faculty Council of the Faculty of Business, Economics and Social Sciences (since 2022)

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