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.
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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
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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
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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
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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 Verlag, 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
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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
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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
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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
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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
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SAP exchange infrastructure for developers
Nicolescu, V., Funk, B., Heiler, M., Niemeyer, P., Wittges, H., Morandell, T., Kleine Stegemann, B. & Visintin, F., 2007, 1. ed. Bonn: Galileo Press. 341 p.Research output: Books and anthologies › Monographs › Transfer
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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