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. Published

    Personalization strategies in digital mental health interventions: a systematic review and conceptual framework for depressive symptoms

    Hornstein, S., Zantvoort, K., Lueken, U., Funk, B. & Hilbert, K., 22.05.2023, In: Frontiers in Digital Health. 5, 14 p., 1170002.

    Research output: Journal contributionsScientific review articlesResearch

  2. Published

    Possibilities to improve online mental health treatment: Recommendations for future research and developments

    Becker, D., 01.01.2019, Advances in Information and Communication Networks: Proceedings of the 2018 Future of Information and Communication Conference FICC, Vol. 1. Arai, K., Kapoor, S. & Bhatia, R. (eds.). Springer, p. 91-112 22 p. (Advances in Intelligent Systems and Computing; vol. 886).

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

  3. 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 anthologiesMonographsTransfer

  4. 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

  5. Published

    Predicting online user behavior based on Real-Time Advertising Data

    Stange, M. & Funk, B., 06.2016, Proceedings of the Twenty-Fourth Conference on Information Systems (ECIS) 2016. AIS eLibrary, 14 p. (Research Papers; no. 152).

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

  6. Published

    Predicting recurrent chat contact in a psychological intervention for the youth using natural language processing

    Hornstein, S., Scharfenberger, J., Lueken, U., Wundrack, R. & Hilbert, K., 12.2024, In: npj Digital Medicine. 7, 1, 9 p., 132.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  7. Published

    Predicting the Individual Mood Level based on Diary Data

    Bremer, V., Becker, D., Funk, B. & Lehr, D., 06.2017, Proceedings of the 25th European Conference on Information Systems, ECIS 2017. AIS eLibrary, p. 1161-1177 17 p. (Proceedings of the 25th European Conference on Information Systems, ECIS 2017).

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

  8. Published

    Predicting Therapy Success and Costs for Personalized Treatment Recommendations Using Baseline Characteristics: Data-Driven Analysis

    Bremer, V., Becker, D., Kolovos, S., Funk, B., van Breda, W., Hoogendoorn, M. & Riper, H., 21.08.2018, In: Journal of Medical Internet Research. 20, 8, 11 p., e10275.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  9. Published

    Predicting Therapy Success For Treatment as Usual and Blended Treatment in the Domain of Depression

    van Breda, W. R. J., Bremer, V., Becker, D., Funk, B., Ruwaard, J. & Riper, H., 01.06.2018, In: Internet Interventions. 12, p. 100-104 5 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  10. Published

    Predictive modeling in e-mental health: A common language framework

    Becker, D., van Breda, W., Funk, B., Hoogendoorn, M., Ruwaard, J. & Riper, H., 01.06.2018, In: Internet Interventions. 12, Juni 2018, p. 57-67 11 p.

    Research output: Journal contributionsScientific review articlesResearch

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Publications

  1. Corporate Volunteering – theoretische Überlegungen, empirische Befunde und eine aktuelle Bestandsaufnahme der wissenschaftlichen Diskussion
  2. Die Entwicklung von Vorstellungen zu Klimawandel und Naturkatastrophen in der Öffentlichkeit - konzeptionelle und methodische Überlegungen
  3. Investigation of the utilization of oat pomace and acid whey in technical scale succinic acid fermentation including downstream processing
  4. THE SOVIET-UNION UNDERGOING RADICAL CHANGE - HISTORICAL BACKGROUND, OBJECTIVES AND LIMITS OF THE REFORM POLICY OF GORBACHEV - GERMAN - MEISSNER,B
  5. Online-based survey on health literacy and health situation of school principals and vice principals in Pakistan during the COVID-19 pandemic
  6. New descriptions and typifications of syntaxa within the project 'Plant communities of Mecklenburg-Vorpommern and their vulnerability' - Part I
  7. New descriptions and typifications of syntaxa within the project 'Plant communities of Mecklenburg-Vorpommern and their vulnerability' - Part II
  8. Analytische und dynamische problemlösekompetenz im lichte internationaler schulleistungsvergleichsstudien untersuchungen zur dimensionalität
  9. An IAD framework analysis of minigrid institutions for sustainable rural electrification in East Africa
  10. Requirements engineering for an industrial symbiosis tool for industrial parks covering system analysis, transformation simulation and goal setting
  11. The struggles of Malaysian media and environmental non-governmental organisations (ENGOs) in communicating the environment within semi-democratic nation
  12. Altersetin, a new antibiotic from cultures of endophytic Alternaria spp. taxonomy, fermentation, isolation, structure elucidation and biological activities
  13. Using cross-recurrence quantification analysis to compute similarity measures for time series of unequal length with applications to sleep stage analysis
  14. Das erste Urteil des Afrikanischen Gerichtshofs für Menschen- und Völker-rechte – zugleich eine Einführung in die Funktionen und Arbeitsweisen des Gerichtshofs
  15. Double-Click on London - Fünf Webunits zu den Themen "London Transport", "Jack the Ripper", "Cockney", "Pubs and Drugs" und "Studying in London" für die gymnasiale Oberstufe
  16. Abschlussbericht: Auftreten und Verbleib von ausgewählten pharmazeutischen Wirkstoffen und Desinfektionsmitteln und deren Metaboliten in der aquatischen Umwelt