Jan-Peter Bergmann

Jan-Peter Bergmann

Contact Press / Media

Jan-Peter Bergmann

Research Fellow, Data Science for Innovation Unit

Fraunhofer Center for International Management and Knowledge Economy IMW
Martin-Luther-Ring 13
04109 Leipzig, Germany

Phone +49 341 231039-242

Fax +49 341 231039-9242

Areas of Expertise

  • Data Analysis and Data Science
  • Artifical Intelligence and Machine Learning
  • Data Visualization



Jan-Peter Bergmann has been a research fellow in the Innovation Policy and Transfer Design unit at the Fraunhofer IMW since November 2020. Previously, he was employed as an AI trainer at the Fraunhofer Institute for Machine Tools and Forming Technology IWU in Chemnitz. There, he completed his master's degree in computer science with a master thesis under the title “Temporale Clusteranalyse zur Reduktion von Meldungsfluten in Produktionssystemen“ in the beginning of 2020. During his master's program, he worked as a research assistant on several data analysis projects. Jan-Peter Bergmann completed his bachelor's degree in political science at the Chair of Political Theory in Chemnitz.

His focus is on data analysis and the development of tools for the investigation and presentation of complex data sets.


Publication Type
2023 How to find similar companies using websites?
Bergmann, Jan-Peter; Amin, Miriam; Campbell Borges, Yuri Cassio; Trela, Karl
Journal Article
2022 Using vector representations for matching tasks to skills
Amin, Miriam; Bergmann, Jan-Peter; Campbell Borges, Yuri Cassio
Conference Paper
2020 Temporal analysis of event-discrete alarm data for improved manufacturing
Reinhardt, Heiner; Bergmann, Jan-Peter; Stoll, Anke; Putz, Matthias
Journal Article
2020 A survey on modeling and forecasting the energy consumption in discrete manufacturing
Reinhardt, Heiner; Bergmann, Jan-Peter; Münnich, Marc; Rein, David; Putz, Matthias
Journal Article
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

This list has been generated from the publication platform Fraunhofer-Publica

Conference Contributions


  • Bergmann, J.; Amin, M.; Campbell, Y.; Trela, K. (2021). How to find similar companies using websites and Wikification. Global TechMining Conference (GTM). Online, 17.-19.11.2021.

Publications by Jan-Peter Bergmann