Professorship for Information Systems, in particular Data Science

Organisational unit: Professoship

Organisation profile

The Business Informatics working group, in particular Data Science, headed by Prof Dr Burkhardt Funk, is dedicated to the development and application of data-driven methods for decision support in companies and public institutions.

Main research areas

The research focus lies on the use of data science and machine learning to analyse large amounts of data in order to optimise processes and decisions. A central topic is the development of intelligent systems that support decisions through data-based predictions. Fields of application include healthcare and various operational functions (e.g. marketing, accounting). We have developed approaches for predicting the effectiveness and personalisation of healthcare interventions, methods for extracting knowledge from documents (business documents, scientific papers) and for optimal budget allocation in marketing.

  1. 2009
  2. Published

    Modelling and implementing business processes in distributed systems: An international case study

    Colomina, E., Funk, B., Niemeyer, P., Scheruhn, H. J. & Weidner, S., 12.2009, Knowledge Management and Innovation in Advancing Economies: Analyses and Solutions - Proceedings of the 13th International Business Information Management Association Conference, IBIMA 2009. International Business Information Management Association, IBIMA, Vol. 3. p. 638-647 10 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  3. Published

    Optimizing price levels in e-commerce applications with respect to customer lifetime values

    Funk, B., 12.08.2009, Proceedings of the 11th International Conference on Electronic Commerce, ICEC 2009. Chau, P. Y. K., Lyytinen, K. & Wei, C.-P. (eds.). Association for Computing Machinery, Inc, p. 169-175 7 p. (ACM International Conference Proceeding Series).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  4. Published

    Automatisierte Ermittlung von Umweltwirkungen entlang der Wertschöpfungskette

    Funk, B. & Niemeyer, P., 08.2009, Facettenreiche Wirtschaftsinformatik : Controlling, Compiler & more Festschrift für Prof. Dr. rer. nat. Karl Goede. Bonin, H. E. G. (ed.). Lüneburg: Universität Lüneburg, p. 25-33 9 p. (Forum Informatics at Leuphana - FInAL; vol. 19, no. 1).

    Research output: Contributions to collected editions/worksContributions to collected editions/anthologiesResearch

  5. Published

    Optimizing price levels in e-commerce applications: an empirical study

    Funk, B., 01.01.2009, ICE-B 2009 - International Conference on e-Business, Proceedings. Science and Technology Publications, Lda (SciTePress), p. 37-43 7 p. (Proceedings of the International Conference on e-Business).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  6. Published

    A reference architecture for the integration of EMIS and ERP-Systems

    Funk, B., Niemeyer, P. & Möller, A., 2009, Informatik 2009: Im Focus das Leben; Beiträge der 39. Jahrestagung der Gesellschaft für Informatik. Fischer, S., Maehle, E. & Reischuk, R. (eds.). Bonn: Gesellschaft für Informatik e.V., p. 436 1 p. (GI-Edition : Lecture Notes in Informatics, Proceedings; vol. 154).

    Research output: Contributions to collected editions/worksPublished abstract in conference proceedingsResearchpeer-review

  7. Published

    Determination of environmental impact of products along the supply chain - an integration scenario

    Funk, B., Möller, A. & Niemeyer, P., 2009, Sessions: Sessions. Wohlgemuth, V., Page, B. & Vogt, K. (eds.). Shaker Verlag, Vol. 1. p. 367-374 8 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  8. Published

    Employing A-B tests for optimizing prices levels in e-commerce applications

    Funk, B., 2009, 15th Americas Conference on Information Systems 2009, AMCIS 2009. AIS eLibrary, p. 347 1 p. (Proceedings of the Americas Conference on Information Systems (AMCIS); vol. 2009).

    Research output: Contributions to collected editions/worksPublished abstract in conference proceedingsResearchpeer-review

  9. Published

    Informatik und Nachhaltigkeitsmanagement

    Funk, B. & Niemeyer, P., 2009, Informatik 2009: Im Focus das Leben: Beiträge der 39. Jahrestagung der Gesellschaft für Informatik e.V. (GI)- 28.09. - 2.10.2009. Fischer, S., Maehle, E. & Reischuk, R. (eds.). Bonn: Gesellschaft für Informatik e.V., p. 430-432 3 p. (Lecture Notes in Informatics (LNI) - Proceedings; vol. P.154).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearch

  10. Published

    Integration of Environmental Management Information Systems and ERP systems using Integration Platforms

    Funk, B., Möller, A. & Niemeyer, P., 2009, Information Technologies in Environmental Engineering - Proceedings of the 4th International ICSC Symposium, ITEE 2009: proceedings of the 4th International ICSC Symposium, Thessaloniki, Greece, May 28 - 29, 2009. Athanasiadis, I. N., Mitkas, P. A., Rizzoli, A. E. & Gómez, J. M. (eds.). Berlin: Springer, p. 53-63 11 p. (Environmental Science and Engineering (Subseries: Environmental Science)).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  11. Published

    Praxishandbuch SAP NetWeaver PI - Entwicklung

    Nicolescu, V. (Editor), Funk, B. (Editor), Niemeyer, P. (Editor), Heiler, M., Wittges, H., Morandell, T., Kleine Stegemann, B., Kienegger, H. & Visintin, F., 2009, 2. ed. Bonn: Galileo Press. 504 p.

    Research output: Books and anthologiesMonographsTransfer