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.
- 2012
- Published
Ein Smartphone-gestütztes internetbasiertes Programm für Patienten mit Diabetes mellitus Typ 2 und komorbider Depression: Konzept und Design einer randomisierten klinischen Studie
Nobis, S., Bürckner, D., Cuijpers, P., Riper, H., Lehr, D., Ebert, D. D., Funk, B., Sieland, B. & Berking, M., 2012, 30. Symposium klinische Psychologie und Psychotherapie der DGPs Fachgruppe klinische Psychologie und Psychotherapie: The mind-body connection; Abstractband des Symposiums. Vögele, C. (ed.). University of Luxembourg, p. 125 1 p.Research output: Contributions to collected editions/works › Published abstract in conference proceedings › Research › peer-review
- Published
To Bid or Not To Bid? Investigating Retail-Brand Keyword Performance in Sponsored Search Advertising
Blask, T.-B., Funk, B. & Schulte, R., 2012, E-Business and Telecommunications: International Joint Conference, ICETE 2011 Seville, Spain, July 18-21, 2011 Revised Selected Papers. Obaidat, M. S., Sevillano, J. L. & Filipe, J. (eds.). Springer, Vol. 314. p. 129-140 12 p. (Communications in Computer and Information Science; vol. 314).Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Research › peer-review
- Published
Towards measuring user engagement in internet interventions for common mental disorders: Workshop on People, Computers, and Psychotherapy
Kleine Stegemann, S., Ebenfeld, L., Thiart, H., Berking, M. & Funk, B., 2012, Proceedings of HCI2012 - People & Computers XXVI: The 26th BCS Conference on Human Computer Interaction. BCS - The Chartered Institute for IT, 4 p. (Electronic Workshops in Computing (eWiC)).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 2011
- Published
Online Peer-to-Peer Lending: A Literature Review
Bachmann, A., Becker, A., Bürckner, D., Hilker, M., Kock, F., Lehmann, M., Tiburtius, P. & Funk, B., 08.2011, In: Journal of Internet Banking and Commerce. 16, 2, p. 1-18 18 p.Research output: Journal contributions › Scientific review articles › Research
- Published
Exploring Price Elasticity to Optimize Posted Prices in e-Commerce
Funk, B., 2011, e-Business and Telecommunications. S. Obaidat, M. & Filipe, J. (eds.). Berlin, Heidelberg: Springer, p. 71-81 11 p. (Communications in Computer and Information Science; vol. 130 CCIS).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Search Engine Marketing in Small and Medium Companies: Status Quo and Perspectives
Alby, T. & Funk, B., 2011, E-Business Managerial Aspects, Solutions and Case Studies. Cruz-Cunha, M. & Varajão, J. (eds.). Hershey: IGI Global Publishing, p. 206-221 16 p.Research output: Contributions to collected editions/works › Chapter › peer-review
- Published
Should Companies Bid on their Own Brand in Sponsored Search ?
Blask, T., Funk, B. & Schulte, R., 2011, ICE-B 2011: Proceedings of the International Conference on e-Business. Marca, D. A., Shishkov, B. & van Sinderen, M. (eds.). Science and Technology Publications, Lda (SciTePress), p. 14-21 8 p. (ICE-B 2011 - Proceedings of the International Conference on e-Business).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 2010
- Published
YouCallo – Tapping the Knowledge of Social Groupware Systems
Bachmann, A. & Funk, B., 09.2010, Interaktive Kulturen: Workshop-Band; Proceedings der Workshops der Mensch und Computer 2010. Schroeder, U. (ed.). Logos Verlag, p. 11-15 5 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Abbildung von Umweltwirkungen in betrieblichen Informationssystemen
Funk, B. & Niemeyer, P., 01.08.2010, In: HMD Praxis der Wirtschaftsinformatik. 47, 274, p. 37-46 10 p.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Konzeption und Entwurf einer Handelsplattform für Sekundärrohstoffe
Kleine Stegemann, S. & Funk, B., 01.01.2010, MKWI 2010 - Multikonferenz Wirtschaftsinformatik 2010. Universitätsverlag Göttingen, p. 205-206 2 p. (MKWI 2010 - Multikonferenz Wirtschaftsinformatik 2010).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Daten- und Informationsqualität
Funk, B., 2010, In: WI.ONLINE. 1.2010, p. 34Research output: Journal contributions › Critical reviews › Research
- Published
Entwicklung einer Fallstudie für die Lehre im IT-gestützten Personalmanagement
Funk, B., Lehmann, M. & Niemeyer, P., 2010, Stimulating Computing: Praxisnahe Wirtschaftsinformatik in Lehre und Forschung; FestschriftfürProf.Dr.rer.publ.,Dipl.-Ing.,Dipl.-Wirtsch.-Ing.HinrichE.G.Bonin. Meyer-Wachsmuth, H. (ed.). Lüneburg: Universität Lüneburg, p. 11-23 13 p. (FInAL; vol. 20, no. 2).Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Research
- Published
Geschäftsprozessintegration mit SAP: Fallstudien zur Steuerung von Wertschöpfungsprozessen entlang der Supply Chain
Funk, B. (Editor), Marx Gómez, J. (Editor), Niemeyer, P. (Editor) & Teuteberg, F. (Editor), 2010, Berlin: Springer. 270 p.Research output: Books and anthologies › Monographs › Research
- Published
Managing Business Process in Distributed Systems: Requirements, Models, and Implementation
Colomina, E., Funk, B., Niemeyer, P., Scheruhn, H.-J. & Weidner, S., 2010, In: IBIMA Business Review. p. 1-9 9 p.Research output: Journal contributions › Journal articles › Education › peer-review
- Published
Modellierung und Implementierung von Geschäftsprozessen in verteilten Systemen: Eine Fallstudie
Papenfuß, D., Funk, B., Niemeyer, P. & Scheruhn, H.-J., 2010, Hamburg: Verlag Dr. Kovač. 196 p. (Schriftenreihe Studien zur Wirtschaftsinformatik)Research output: Books and anthologies › Monographs › Education
- Published
Nachhaltigkeitsinformatik
Funk, B. & Niemeyer, P., 2010, Informatik 2010: Service Science - Neue Perspektiven für Informatik. Fähnrich, K.-P. & Franczyk, B. (eds.). Gesellschaft für Informatik e.V., Vol. 2. p. 647-648 2 p. (GI-Edition lecture notes in informatics : Proceedings; vol. 176).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Practical guide to SAP Netweaver PI-development
Nicolescu, V., Funk, B., Niemeyer, P., Heiler, M., Wittges, H., Morandell, T., Kleine Stegemann, B., Kienegger, H. & Visintin, F., 2010, 2. ed. Bonn: Galileo Press. 498 p.Research output: Books and anthologies › Monographs › Transfer
- Published
Qualität von Softwaresystemen
Funk, B., 2010, In: WI.ONLINE. 1.2010, p. 37Research output: Journal contributions › Critical reviews › Research
- 2009
- 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/works › Article in conference proceedings › Research › peer-review
- 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/works › Article in conference proceedings › Research › peer-review
- 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
- Published
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
- 2006
- Published
Entwicklerbuch SAP exchange infrastructure
Nicolescu, V., Funk, B., Heiler, M., Niemeyer, P., Wittges, H., Morandell, T., Visintin, F. & Kleine Stegemann, B., 07.2006, 1. ed. Bonn: Galileo Press. 367 p.Research output: Books and anthologies › Monographs › Transfer