Lukas Malburg, M.Sc.

Address:

University of Trier
Faculty IV
Department of Business Information Systems II
54286 Trier
Germany

Research Interests

  • Industry 4.0, Internet of Things & Cyber-Physical Systems
  • Case-Based Reasoning & AI Planning
  • Business Process Management (BPM)

Full List of Publications 
DBLP
ORCID
ResearchGate
Google Scholar

Curriculum Vitae

Scientific and Professional Career

  • since May 2021: Researcher at the German Research Center for Artificial Intelligence (DFKI), Prof. Dr. Ralph Bergmann, Branch University of Trier
  • since March 2019: Research Assistant at the Department of Business Information Systems II, Prof. Dr. Ralph Bergmann, University of Trier
  • February 2019: Master of Science, Business Information Systems, University of Trier
    Title of the Master Thesis: Adaptation of Scientific Workflows by Means of Process-Oriented Case-Based Reasoning (English)
  • December 2016: Bachelor of Science, Business Information Systems, University of Trier
    Title of the Bachelor Thesis: Persistierung von Workflow-Graphen in eine relationale Datenbank (German)
  • 2017-2019: Student Research Assistant at the Department of Business Information Systems II, Prof. Dr. Ralph Bergmann, University of Trier
  • 2015-2017: Student Research Assistant at the Department of Management, Organisation, and Human Resources, Prof. Dr. Katrin Muehlfeld, University of Trier

2013-2019: Study of Business Information Systems at the University of Trier

Awards and Nominations

Teaching

Supervised Courses

  • Data- and Web Mining (Summer Term 2018, Winter Term 2018-2019)
  • Experience-Based Systems (Winter Term 2019-2020, 2020-2021, 2021-2022)
  • Foundations of Artificial Intelligence (Winter Term 2019-2020, 2020-2021, 2021-2022)
  • Internship Artificial Intelligence (Winter Term 2019-2020, Summer Term 2020, 2021, Winter Term 2021-2022)
  • Methodology of Business Informatics I+II (Winter Term 2020-2021, Winter Term 2021-2022, Summer Term 2022)
  • Semantic Technologies (Summer Term 2020)
  • Business Informatics II (Summer Term 2019)
  • Scientific Working in Business Informatics (Summer Term 2019, Winter Term 2020-2021)

Supervised Theses and Projects

  • Florian Brand (2022):
    "Adaptation Methods for Cyber-Physical Manufacturing Workflows using Process-Oriented Case-Based Reasoning"
    Bachelor Thesis, First Review: Univ.-Prof. Dr. Ralph Bergmann
  • Markus Gierenz (2021):
    "Künstliche Intelligenz in einer Webanwendung"
    Master Thesis, First Review: Univ.-Prof. Dr. Axel Kalenborn
  • Nico Bach (2021):
    "Using Graphic Processing Units for A*-Based Similarity Assessment in Process-Oriented Case-Based Reasoning"
    Bachelor Thesis, First Review: Univ.-Prof. Dr. Ralph Bergmann
  • Marcel Mischo (2020):
    "Konzeption und Umsetzung einer Dashboard-Software zur Visualisierung von Datenströmen einer Industrie 4.0 Fabriksimulation auf Basis einer Ontologie"
    Master Thesis, First Review: Univ.-Prof. Dr. Ralph Bergmann
  • Paul Heisterkamp (2020):
    "Automatisierung der Leistungserfassung im Handwerk mit Methoden der KI"
    Bachelor Thesis, First Review: Univ.-Prof. Dr. Axel Kalenborn
  • Manfred-Peter Rieder (2020):
    "Bildbasierte Objekterkennung in der Fischertechnik-Modellanlage zum Tracking von Werkstücken in Produktionsumgebungen"
    Master Thesis, First Review: Univ.-Prof. Dr. Ralph Bergmann
  • Simon Trumm (2020):
    "Using Graphics Processing Units for Similarity-Based Retrieval in Case-Based Reasoning"
    Master Thesis, First Review: Univ.-Prof. Dr. Ralph Bergmann
  • Maximilian Hoffmann (2020):
    "Using Graph Embedding Models for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning"
    Master Thesis, First Review: Univ.-Prof. Dr. Ralph Bergmann

Conference Organization

  • KI 2022: Advances in Artificial Intelligence: 45th German Conference on AI (Local Chair)
  • EDI 40 2022: 5th International Conference on Emerging Data and Industry 4.0 (Member of the Program Committee)

  • AAAI-MAKE 2022: Machine Learning and Knowledge Engineering for Hybrid Intelligence (Member of the Program Committee)

Reviewer for Conferences and Workshops

  • ICCBR 2022: 30th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development, Nancy, France, September 12 – 15, 2022
     
  • FLAIRS 2022: 35th International Florida Artificial Intelligence Research Society Conference, Jensen Beach, Florida, USA, May 15 – 18, 2022
     
  • EDI40 2022: 5th International Conference on Emerging Data and Industry 4.0, Porto, Portugal, March 22 – 25, 2022
  • AAAI-MAKE 2022: Machine Learning and Knowledge Engineering for Hybrid Intelligence, AAAI Spring Symposium, Stanford University, Palo Alto, California, March 21–23, 2022

  • KI 2021: Advances in Artificial Intelligence: 44th German Conference on AI, Berlin, Germany, September 27 – October 1, 2021

  • ICCBR 2021: 29th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development, Salamanca, Spain, September 13 – 16, 2021

  • DESRIST 2021: 16th International Conference on Design Science Research in Information Systems and Technology, Kristiansand, Norway, August 4 – 6, 2021

  • FLAIRS 2021: 34th International Florida Artificial Intelligence Research Society Conference, North Miami Beach, Florida, USA, May 16 – 19, 2021

  • AAAI-MAKE 2021: Combining Machine Learning and Knowledge Engineering, Virtual AAAI Spring Symposium, March 22 – 24, 2021

  • ICCBR 2020: 28th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development, Salamanca, Spain, June 8 – 12, 2020

  • ICCBR 2019: 27th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development, Otzenhausen, Germany, September 8 – 12, 2019

  • LWDA 2020: Learning, Knowledge, Data, Analytics, Bonn, Germany, September 9 – 11, 2020

  • KI 2020: Advances in Artificial Intelligence: 43rd German Conference on AI, Bamberg, Germany, September 21 – 25, 2020

  • KI 2019: Advances in Artificial Intelligence: 42nd German Conference on AI, Kassel, Germany, September 23 – 26, 2019