PERSONAL PROFILE

Prof. Dr. Sebastian Herrmann

Prof. Dr. Sebastian Herrmann | Information Systems

General :

Room : N-IV-10
Email : Sebastian.Herrmann(at)remove-this.hs-rm.de
Phone : +49 611 / 9495 3242

Postal Address :

Postfach 3251
65022 Wiesbaden

Address :

Bleichstraße 44
65183 Wiesbaden

PERSONAL PROFILE

Prof. Dr. Sebastian Herrmann

Prof. Dr. Sebastian Herrmann | Information Systems

General :

Room : N-IV-10
Email : Sebastian.Herrmann(at)remove-this.hs-rm.de
Phone : +49 611 / 9495 3242

Postal Address :

Postfach 3251
65022 Wiesbaden

Address :

Bleichstraße 44
65183 Wiesbaden

Newsboard

  • 08.10.2018. Die Deutsche Telekom-Stiftung fördert das Frühstudium an der Hochschule RheinMain.
  • 12.09.2018. Gemeinsamer Vortrag mit Prof. Gabriela Ochoa (University of Stirling) bei der Fifteenth International Conference on Parallel Problem Solving from Nature (PPSN XV) in Coimbra, Portugal.

Research Interests

  • Artifical Intelligence, Evolutionary Computation
  • Complex Systems (Agent-based models)
  • Data Science, Network Analysis
  • Recommender Systems
  • Digital Transformation of Business Processes

Publications

Selected Publications and Talks:

  • Ochoa, G.; Herrmann, S. (2018). Perturbation Strength and the Global Structure of QAP Fitness Landscapes. Proceedings of 15th International Conference on Parallel Problem Solving from Nature (PPSN 2018), Coimbra, Portugal, Sept. 8-12.
  • Herrmann, S.; Ochoa, G.; Rothlauf, F. (2018). PageRank centrality for performance prediction: the impact of the local optima network model. Journal of Heuristics.
  • Herrmann, S.; Herrmann, M.; Ochoa, G.; Rothlauf, F. (2017). Shaping Communities of Local Optima by Perturbation. Proceedings of the ACM Genetic and Evolutionary Computation Conference (GECCO 2017), Berlin, Germany, July 15th-19th.
  • Reia, S. M.; Herrmann, S. & Fontanari, J. F. (2017). Impact of centrality on cooperative processes. In: Physical Review E, 95(2), 22305.
  • Herrmann, S.; Ochoa, G. & Rothlauf, F. (2016). Communities of Local Optima as Funnels in Fitness Landscapes. In: Proceedings of the ACM Genetic and Evolutionary Computation Conference (GECCO 2016). Denver, Colorado, USA, July 20-24.

For a full list of publications, please visit:

 ORCID      Google Scholar     Scopus      ResearchGate

Workgroups and Memberships

  • Research Group Fitness Landscape Analysis and Local Optima Networks (LON Maps)
  • Research Group Smart Systems für Man und Technology (SSMT)
  • ImAppNIO - Improving Applicability of Nature-Inspired Optimisation by Joining Theory and Practice (COST Action CA15140)
  • ACM Special Interest Group on Genetic and Evolutionary Computation (SIGEVO)
  • German Academic Association for Business Research (VHB)

Refereeing

  • ACM Genetic and Evolutionary Computation Conference
  • IEEE Transactions on Evolutionary Computation

Current Classes and Courses

Digital Business Management:

  • Information Management
  • Data Management & Database Systems
  • Project Management
  • Change Management
  • Integrated Business Processes / ERP Systems
  • Research Colloquium Digital Business

Business Administration & International Management:

  • Foundations of IT
  • Advanced Topics in Information Systems

Office hours for students

Please book in StudIP

 

  • Avinomics GmbH, Frankfurt/Main
  • t.e.a.m. Consulting AG, Eschborn
  • Chair of Information Systems, Johannes Gutenberg-Universität, Mainz

Forschungsinteressen

  • Künstliche Intelligenz, insb. Evolutionary Computation
  • Komplexe Systeme (Multiagentensysteme)
  • Data Science, Netzwerkanalyse
  • Empfehlungssysteme
  • Digitale Transformation von Geschäftsprozessen

Veröffentlichungen

Ausgewählte Publikationen und Vorträge:

  • Ochoa, G.; Herrmann, S. (2018). Perturbation Strength and the Global Structure of QAP Fitness Landscapes. Proceedings of 15th International Conference on Parallel Problem Solving from Nature (PPSN 2018), Coimbra, Portugal, Sept. 8-12.
  • Herrmann, S.; Ochoa, G.; Rothlauf, F. (2018). PageRank centrality for performance prediction: the impact of the local optima network model. Journal of Heuristics.
  • Herrmann, S.; Herrmann, M.; Ochoa, G.; Rothlauf, F. (2017). Shaping Communities of Local Optima by Perturbation. Proceedings of the ACM Genetic and Evolutionary Computation Conference (GECCO 2017), Berlin, Germany, July 15th-19th.
  • Reia, S. M.; Herrmann, S. & Fontanari, J. F. (2017). Impact of centrality on cooperative processes. In: Physical Review E, 95(2), 22305.
  • Herrmann, S.; Ochoa, G. & Rothlauf, F. (2016). Communities of Local Optima as Funnels in Fitness Landscapes. In: Proceedings of the ACM Genetic and Evolutionary Computation Conference (GECCO 2016). Denver, Colorado, USA, July 20-24.

Weitere Publikationen können in folgenden Datenbanken abgerufen werden:

 ORCID      Google Scholar     Scopus      ResearchGate

Arbeitsgruppen & Mitgliedschaften

  • Forschungsgruppe Fitness Landscape Analysis and Local Optima Networks (LON Maps)
  • Forschungsschwerpunkt Smarte Systeme für Mensch und Technik (SSMT)
  • ImAppNIO - Improving Applicability of Nature-Inspired Optimisation by Joining Theory and Practice (COST Action CA15140)
  • ACM Special Interest Group on Genetic and Evolutionary Computation (SIGEVO)
  • Verband der Hochschullehrer für Betriebswirtschaftslehre (VHB)
  • Deutscher Hochschulverband (DHV)

Gutachtertätigkeiten

  • ACM Genetic and Evolutionary Computation Conference
  • IEEE Transactions on Evolutionary Computation

Aktuelle Lehrveranstaltungen

Studiengang Digital Business Management:

  • Informationsmanagement
  • Datenmanagement & Datenbanken
  • Projektmanagement
  • Change Management
  • Integrierte Geschäftsprozesse / ERP-Systeme
  • Forschungskolloquium Digital Business

Studiengänge Business Administration & International Management:

  • Grundlagen der IT
  • Vertiefungsmodule in Wirtschaftsinformatik

Sprechstunde für Studierende

Zur Buchung in StudIP

  • Avinomics GmbH, Frankfurt/Main
  • t.e.a.m. Unternehmensberatung AG, Eschborn
  • Lehrstuhl für Wirtschaftsinformatik, Johannes Gutenberg-Universität Mainz