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.
- 2009
- 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/works › Contributions to collected editions/anthologies › Research
- 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/works › Article in conference proceedings › Research › peer-review
- 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/works › Published abstract in conference proceedings › Research › peer-review
- 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/works › Article in conference proceedings › Research › peer-review
- 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/works › Published abstract in conference proceedings › Research › peer-review
- 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/works › Article in conference proceedings › Research
- 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/works › Article in conference proceedings › Research › peer-review
- 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 anthologies › Monographs › Transfer
- 2008
- Published
Einsatz von Workflow-Managementsystemen in der Hochschulverwaltung
Funk, B. & Niemeyer, P., 06.2008, Wirtschaftsinformatik - „EinweitesFeld”: Festschrift für Prof. Dr. Horst Meyer-Wachsmuth. Bonin, H. E. G. (ed.). Lüneburg: Universität Lüneburg, p. 21-34 14 p. (Forum Informatics at Leuphana - FInAL; vol. 18, no. 1).Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Research
- Published
Informationssysteme zur Unterstützung der Wertschöpfungsprozesse in Unternehmen vor dem Hintergrund sich ändernder klimapolitischer Rahmenbedingungen
Funk, B. & Niemeyer, P., 2008, INFORMATIK 2008 - Beherrschbare Systeme - Dank Informatik, Beitrage der 38. Jahrestagung der Gesellschaft fur Informatik e.V. (GI): Band 2, Beiträge der 38. Jahrestagung der Gesellschaft für Informatik e.V. (GI), 8. - 13. September, in München. Hegering, H.-G., Lehmann, A., Ohlbach, H. J. & Scheideler, C. (eds.). Bonn: Gesellschaft für Informatik e.V., p. 865-866 2 p. (Lecture Notes in Informatics; vol. P-134/2008).Research output: Contributions to collected editions/works › Article in conference proceedings › Research
- Published
Integration von ERP- und Umweltinformationssystemen, Status quo, Perspektiven und Anwendungsfelder
Funk, B., Möller, A. & Niemeyer, P., 2008, INFORMATIK 2008 - Beherrschbare Systeme - Dank Informatik, Beitrage der 38. Jahrestagung der Gesellschaft fur Informatik e.V. (GI): Band 2, Beiträge der 38. Jahrestagung der Gesellschaft für Informatik e.V. (GI), 8. - 13. September, in München. Hegering, H.-G., Lehmann, A., Ohlbach, H. J. & Scheideler, C. (eds.). Bonn: Gesellschaft für Informatik e.V., p. 891-896 6 p. (Lecture Notes in Informatics; vol. P-134/2008).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Modellierung und Implementierung eines Order2Cash-Prozesses in verteilten Systemen
Funk, B., Niemeyer, P., Rautenstrauch, C., Scheruhn, H.-J. & Weidner, S., 2008, Multikonferenz Wirtschaftsinformatik 2008. Bichler, M. (ed.). GITO mbH Verlag, Vol. Abstracts. p. 425 - 426 2 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Modelling and implementation of an Order2Cash Process in distributed systems
Funk, B., Niemeyer, P., Rautenstrauch, C., Scheruhn, H.-J. & Weidner, S., 2008, Ninth Annual Global Information Technology Management Association (GITMA) World Conference 2008. Palvia, P. (ed.). Greensboro: Global Information Technology Management Association - GITMA, p. 72-75 4 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Produktbezogene Carbon Footprints in ERP-Systemen
Funk, B., Möller, A. & Niemeyer, P., 2008, Konzepte, Anwendungen, Realisierungen und Entwicklungstendenzen betrieblicher Umweltinformationssysteme (BUIS). Wohlgemuth, V. (ed.). Aachen: Shaker Verlag, p. 67-76 10 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research
- Published
The prospects of product carbon footprints in ERP systems
Funk, B., Möller, A. & Niemeyer, P., 2008, Environmental informatics and industrial ecology. Möller, A., Page, B. & Schreiber, M. (eds.). Aachen: Shaker Verlag, p. 534-540 7 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 2007
- Published
R. Jung Architekturen zur Datenintegration – Gestaltungsempfehlungen auf der Basis fachkonzeptueller Anforderungen
Funk, B., 01.06.2007, In: Wirtschaftsinformatik. 49, 3, p. 224-225 2 p.Research output: Journal contributions › Critical reviews › Research
- Published
A blackboard architecture for workflows
Kleine Stegemann, S., Funk, B. & Slotos, T., 2007, Proceedings of the CAiSE'07 Forum at the 19th International Conference on Advanced Information Systems Engineering. Eder, J., Tomassen, S. L., Opdahl, A. & Sindre, G. (eds.). Achen: Sun Site Central Europe (RWTH Aachen University), Vol. 247. p. 57-60 4 p. (CEUR-WS; no. 247).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Building a process layer for business applications using the blackboard pattern
Kleine Stegemann, S., Funk, B. & Slotos, T., 2007, Software Engineering 2007: Beiträge zu den Workshops – Fachtagung des GI-Fachbereichs Softwaretechnik. Böttinger, S., Theuvsen, L., Rank, S. & Morgenstern, M. (eds.). Bonn: Gesellschaft für Informatik e.V., p. 145-156 12 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Führen mit Hilfe IT-gestützter Workflows
Funk, B. & Niemeyer, P., 2007, Leadership in distributed organisations: Beherrschung der Distanz in verteilt agierenden Unternehmen Kongressband einer Fachtagung in Lüneburg, Feb. 2007. Hiller, A. & Groß, M. (eds.). vwh-Verlag Werner Hülsbusch, p. 57-74 18 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Integration of risk-oriented environmental management information systems and resource planning systems
Funk, B., Möller, A. & Niemeyer, P., 2007, Environmental Informatics and Systems Research: Volume1: Plenary and session papers. Hryniewicz, O., Studzinski, J., Romaniuk, M. & Szediw, A. (eds.). Aachen: Shaker Verlag, p. 545-552 8 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review