Prof. Dr. Felix Naumann

Dr. Ioannis Koumarelas

I am a former Ph.D. student at the Infomation Systems Research Group and my research started in collaboration with SAP and SAP Concur. Through my Ph.D. I have worked in the general area of Data Cleaning, Data Preparation, with my main focus on Duplicate Detection.

für Softwaresystemtechnik
Prof.-Dr.-Helmert-Straße 2-3
D-14482 Potsdam
Office: F-2.05, Campus II

Phone: +49 331 5509 1377
Email:  Ioannis Koumarelas (click)
Research: GoogleScholar, ResearchGate, DBLP
Profiles: LinkedIn, GitHub

Research Interests

  • Duplicate Detection (Record Linkage, Entity Resolution etc.), Data Cleaning, Data Preparation
  • Address Geocoding
  • Parallel and Distributed Systems, Big Data Management
  • Data Profiling
  • Data Mining, Machine Learning, Deep Learning


Cooperation project with SAP and SAP Concur, for Vendor Data Cleaning of hotels. Our main task has been to apply Duplicate Detection, thus identify duplicates and understand what are their causes. The approaches we followed mainly use data preparation and matching dependencies, for which more information is further available through our publications.

Publication list

Sorry, the requested view was not found.

The technical reason is: No template was found. View could not be resolved for action "download" in class "AcademicPuma\ExtBibsonomyCsl\Controller\DocumentController".