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)



Preferences in Database Systems - Challenges and Solutions 

Markus Endres
Habilitation, University of Augsburg.



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



Organization of Conferences, Workshops and Tutorials

Referee Activity and Membership in Program Committees