Research Interests
- Big Data Analytics, Data Science, Preference Analytics
- Scalable database systems
- Data Cleaning, Data Integration, Data Synthesis
- Data Science, Machine Learning, Neural Networks
- Data analytics on parallel and distributed databases
- Processing and analyzing large and complex data
- Processing of Data Streams, e.g., Copernicus-Satellite-Data
- Preference Theory, Personalization and its Applications
- Preference-based database systems and search engines
- Recommender Systems and Preference Mining
- Development and implementation of Preference SQL
- Preference databases for mobile personalized Geo-spatial applications
- Intelligent personalized information systems
Research Projects
-
: GPA-beschleunigte KI-Werkzeuge für Big Data Science in hybriden MPP Datenbanken (2021-2023)
- BigPREF: Konzeption und Entwicklung von Verfahren und Schnittstellen für Preference Analytics im Big Data Umfeld (2016-2017)
- Preference Postgres (since 2015)
- P-SOL: Präferenzbasierte Big-Data-Lösungen für analytische Datenbanken (2011-2013)
- TSMP: Konzeption und Entwicklung einer Tourism Service Matching Platform (2013-2015)
- PeToMoTo : Personalisierte Tourenplanung für mobile Touristikanwendungen (2010-2011)
- ConSenS: Multi-Disciplinary Research Group for Context-Sensitive Systems (2009)
- Preference SQL: Research, Design, Development (since 2005)
Publications
Talks
Books
2016
Preferences in Database Systems - Challenges and Solutions
Markus Endres
Habilitation, University of Augsburg.
2011
Semi-Skylines and Skyline Snippets - Theory and Applications
Markus Endres
Dissertation, University of Augsburg.
1st Examiner: Professor Dr. W. Kießling,
2nd Examiner: Professor Dr. B. Möller
Teaching
- Lectures
- Begabtenförderung Schwaben
- Supervised final theses
- Supervised projects
- Oracle User Augsburg (OUA)
Awards
- Award for good teaching 2016 of the Bavarian Science Minister
Referee Activity and Membership in Program Committees
Membership
- Member of the Steering Committee of the Multidisciplinary Working Group on Advances in Preference Handling
- Professional Member of Association for Computing Machinery (ACM)
- Member of Gesellschaft für Informatik (GI)
- Member of Deutscher Hochschulverband (DHV)
Miscellaneous
-
Since 02/203: Full Professor for Database Systems at the University of Applied Sciences Munich
-
04/2021 - 09/2021: Interim professorship for Data and Knowledge Engineering at the University of Passau
- 04/2019 - 03/2020: Interim professorship for Digital Libraries and Web Information Systems at the University of Passau
- 05/2017 - 09/2017: Interim professorship for Databases and Information Systems at the University of Augsburg
- 2011 to 2013: associate lecturer for mathematics at Hochschule München, Fakultät 05 - Druck und Medientechnik
- Manager of SCUBA diving school dive-with-ME
- Trainer for RedHat Linux at Enterasys Networks, Frankfurt (2002)