Method Factory

Description of Activities

The group develops and applies research paradigms from information systems and business informatics to develop methods for deploying topics of core computer science. Background of this research is artificial intelligence, distributed systems including cloud architecture and telecommunications networks. The overarching paradigm is method engineering in combination with a Design Science Research (DSR) approach. Altogether we call our approach “Method Factory”

Research Interests

• Information Systems, Business Informatics, Technoeconomics
• Artificial Intelligence and Machine Learning
• Data Science and Engineering
• Distributed Systems, especially Cloud and Telecommunications Architecture

Research Methodology

• Method Engineering
• Design Science Research, Research Processes
• Methods of AI Engineering and Machine Learning
• Methods of Cloud-native Engineering / Information Systems Engineering
• Methods of Digital Innovation Management
• Industrial Domain Knowledge
• Applied AI, Data Engineering, Cloud Engineering

Research Staff 

• Dr. habil. Udo Bub, Research Professor (MTMT)
• Itilekha Podder, PhD student
• Michael Ogbuachi, PhD student
• Murad Huseynli, PhD student

Projects 

• MEMS sensors production process optimization with Machine Learning (in cooperation with Bosch)
• Engineering of 5G edge computing (in cooperation with Ericsson)
• Engineering of Digital Innovation (various industry partners, especially Deutsche Telekom)

Some important publications in the field

• Podder, I., Fischl, T. and Bub U. (2023) ‘Artificial Intelligence Applications for MEMS-Based Sensors and Manufacturing Process Optimization’, Telecom 2023, 4(1), 165–197. DOI: 10.3390/telecom4010011
• Huseynli, M., Bub, U. and Ogbuachi, M. (2022) ‘Development of a Method for the Engineering of Digital Innovation Using Design Science Research’, Information 2022, 13(12), pp. 573:1–573:25. DOI: 10.3390/info13120573
• Huseynli, M., Papp, A., Ogbuachi, M. and Bub U. (2023) ‘Interaction Room for Cloud Migration (IR:CM) – A Systematic Approach’, 25^th International Conference on Enterprise Information Systems (ICEIS2023), Prague, Czech Republic, April 2023. DOI: 10.5220/0011993000003467
• Ogbuachi, M., Huseynli, H. and Bub U. (2023) ‘Engineering of Digital Innovation in Edge Computing and Industry 4.0: An Experience Report’, 25^th International Conference on Enterprise Information Systems (ICEIS2023), Prague, Czech Republic, April 2023. DOI: 10.5220/0011994300003467
• Huseynli, M., Ogbuachi, M. and Bub U. (2022) ‘A Tool for Developing and Evaluating Methods (TDEM)’, 24^th International Conference on Enterprise Information Systems (ICEIS2022), online streaming, April 2022. DOI: 10.5220/0011077700003179
• Offermann, P., Levina, O., Schönherr, M. and Bub, U. (2009) ‘Outline of a Design Science Research Process’, DESRIST '09: Proceedings of the 4th International Conference on Design Science Research in Information Systems and Technology, Malvern, PA, USA, May 2009, pp. 7:1–7:11. DOI: 10.1145/1555619.1555629

Contact

Dr. habil. Udo Bub:  udobub@inf.elte.hu