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