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Professorship for Information Systems, in particular Data Science

Organisational unit: Professoship

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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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  1. 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

  2. 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

  3. Published

    Estimation of minimal data sets sizes for machine learning predictions in digital mental health interventions

    Zantvoort, K., Nacke, B., Görlich, D., Hornstein, S., Jacobi, C. & Funk, B., 12.2024, In: npj Digital Medicine. 7, 1, 10 p., 361.

    Research output: Journal contributions › Journal articles › Research › peer-review

  4. Published

    European COMPARative Effectiveness research on blended Depression treatment versus treatment-as-usual (E-COMPARED): Study protocol for a randomized controlled, non-inferiority trial in eight European countries

    Kleiboer, A., Smit, J., Bosmans, J., Ruwaard, J., Andersson, G., Topooco, N., Berger, T., Krieger, T., Botella, C. M., Banos Rivera, R. M., Chevreul, K., Araya, R., Cerga-Pashoja, A., Cieslak, R., Rogala, A., Vis, C., Draisma, S., van Schaik, D. J., Kemmeren, L., Ebert, D. D., Berking, M., Funk, B., Cuijpers, P. & Riper, H., 03.08.2016, In: Trials. 17, 1, 10 p., 387.

    Research output: Journal contributions › Journal articles › Research › peer-review

  5. Published

    Evaluating a hybrid web-based training program for panic disorder and agoraphobia: Randomized controlled trial

    Ebenfeld, L., Lehr, D., Ebert, D. D., Stegemann, S. K., Riper, H., Funk, B. & Berking, M., 04.03.2021, In: Journal of Medical Internet Research. 23, 3, 14 p., e20829.

    Research output: Journal contributions › Journal articles › Research › peer-review

  6. Published

    Evaluation of a temporal causal model for predicting the mood of clients in an online therapy

    Becker, D., Bremer, V., Funk, B., Hoogendoorn, M., Rocha, A. & Riper, H., 11.02.2020, In: BMJ mental health. 23, 1, p. 27-33 7 p.

    Research output: Journal contributions › Journal articles › Research › peer-review

  7. 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

  8. Published

    Extraction of information from invoices - challenges in the extraction pipeline

    Thiée, L. W., Krieger, F. & Funk, B., 2023, INFORMATIK 2023: Designing Futures: Zukünfte gestalten, 26. – 29. September 2023, Berlin. Klein, M., Krupka, D., Winter, C. & Wohlgemuth, V. (eds.). Bonn: Gesellschaft für Informatik e.V., p. 1777-1792 16 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-337).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  9. Published

    Finding the Best Match — a Case Study on the (Text‑) Feature and Model Choice in Digital Mental Health Interventions

    Zantvoort, K., Scharfenberger, J., Boß, L., Lehr, D. & Funk, B., 12.2023, In: Journal of Healthcare Informatics Research. 7, 4, p. 447-479 33 p., 00148.

    Research output: Journal contributions › Journal articles › Research › peer-review

  10. Published

    Freie Pizzawahl für Informatiker und Wirtschaftsinformatiker: Didaktische Herausforderungen für Informatik und Wirtschaftsinformatik angesichts der digitalen Gesellschaft

    Rolf, A., Möller, A., Funk, B. & Niemeyer, P., 02.2013, In: Informatik-Spektrum. 36, 1, p. 90-98 9 p.

    Research output: Journal contributions › Journal articles › Education › peer-review

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Recently viewed

Activities

  1. (Mündliche) Interaktion von Englischlernenden im Rahmen eines Englischsprachigen Escape Games (Jgst. 10): Eine triangulative Mixed-Method Studie.
  2. Inaugural Meeting of the Earth System Governance Taskforce on Knowledge Cumulation at Earth System Governance Taskforce and Meeting Day - 2021
  3. ESF Exploratory Workshop on Re-inventions of Early-European Performing Arts and the Creative City, Civic Regeneration and Cultural Tourism - REPACC 2012
  4. Rethinking the Museum Experience: Museum as Journey Through the Senses: eMotion - A transdisciplinary study of visitor experiences at a modern art exhibition
  5. Bridging the Curricular Divide. Integrating sustainability and EFL instruction in a project (week) context for secondary school learners of English and Science
  6. Kernpraktiken des Unterrichtens analysieren und Kompetenzentwicklung reflektieren: Das E-Portfolio als Reflexionstool im Schulpraktikum von Lehramtsstudierenden.
  7. Sedimentological and high-resolution pollen and aquatic microfossil analysis of Middle Pleistocene lakeshore deposits of paleolithic site Schöningen 13 II-4, Germany
  8. Worlds Apart: The Role of Perceptual (In)Congruence Between Older Employees and Leaders Regarding an Age-Friendly Work Environment for Older Employees’ Civic Virtue Behavior
  9. Worshop der Initiative "Institut für sozialwissenschaftliche Bildung" und Vorbereitung zur Gründung eines interuniversitäten Instituts für sozialwissenschaftliche Bildung ISB

Publications

  1. Photo-degradation of the antimicrobial ciprofloxacin at high pH: identification and biodegradability assessment of the primary by-products
  2. Biorthogonal wavelet trees in the classification of embedded signal classes for intelligent sensors using machine learning applications
  3. Die Ausstrahlung des Europäischen Gemeinschaftsrechts auf die Rechtsordnungen der Beitrittskandidaten am Beispiel des Wettbewerbsrechts
  4. Effekte unterschiedlicher Kollaborationsskripte in chatbasiertem Computer-Supported Collaborative Learning am Beispiel von Lernprotokollen
  5. KomPädenZ, Anrechnung beruflich erworbener Kompetenzen von Erzieherinnen und Erziehern auf einen BA-Studiengang Sozialarbeit/Sozialpädagogik
  6. Biodegradability of 14C-labeled antibiotics in a modified laboratory scale sewage treatment plant at environmentally relevant concentrations
  7. Toxicity testing with luminescent bacteria - Characterization of an automated method for the combined assessment of acute and chronic effects
  8. Contribution of illegal hunting, culling of pest species, road accidents and feral dogs to biodiversity loss in established oil-palm landscapes
  9. Parking space management through deep learning – an approach for automated, low-cost and scalable real-time detection of parking space occupancy
  10. Multivariate Optimization of Analytical Methodology and a First Attempt to an Environmental Risk Assessment of β-Blockers in Hospital Wastewater
  11. Degradation and elimination of anticancer drugs by water and wastewater treatment - toxicity and biodegradability before and after the treatment
  12. Optimization Analysis for an Uncovered Wagon Transportation with an Interactive Animated Simulation-Based Platform for Multidisciplinary Learning
  13. The reproductive potential and importance of key management aspects for successful Calluna vulgaris rejuvenation on abandoned Continental heaths
  14. Usage pattern-based exposure screening as a simple tool for the regional priority-setting in environmental risk assessment of veterinary antibiotics
  15. Konsumentenbildung am Themenfeld "Spielen - Spielzeug"? Zur Begründung nachhaltiger Konsummuster als ein Ziel für Konsumentenbildung in der Grundschule
  16. Ágnes Veszelszki. 2017. Digilect.The Impact of Infocommunication Technology on Language (Studies in Information Science). Berlin, Boston: De Gruyter. X, 356 S.
  17. Untersuchungen zur Struktur und zur Moos- und Flechtenflora in unbewirtschafteten und bewirtschafteten Buchenwäldern des Nordostdeutschen Tieflandes
  18. Crown size-growth relationships of European beech (Fagus sylvatica L.) are driven by the interplay of disturbance intensity and inter-specific competition
  19. New and Rapid Fully Automated Method for Determination of Tazobactam and Piperacillin in Fatty Tissue and Serum by Column-Switching Liquid Chromatography
  20. Does location really matter? An inter-colony comparison of seabirds breeding at varying distances from productive oceanographic features in the Bering Sea
  21. Einfluss von Klimaänderungen auf das simulierte Umweltverhalten der Fungizide Boscalid und Penconazol in einem typischen terrassierten Weineinzugsgebiet
  22. Auf dem Weg zu einer Haftung der Dritten Gewalt? – Wandlungen des sekundären Rechtsschutzes bei judikativem Unrecht im Lichte des Europa- und Völkerrechts
  23. Welches Spielzeug besitzen Kinder hier und in anderen Ländern? Ein transkultureller Vergleich als Grundlage, um über das eigene Konsumverhalten nachzudenken
  24. Synthesis, self-assembly, bacterial and fungal toxicity, and preliminary biodegradation studies of a series of L-phenylalanine-derived surface-active ionic liquids
  25. Preliminary data on help‐seeking intentions and behaviors of individuals completing a widely available online screen for eating disorders in the United States
  26. Facilitative-competitive interactions in an Old-Growth Forest: The Importance of Large-Diameter Trees as Benefactors and Stimulators for Forest Community Assembly
  27. Simulating the fate and release of metazachlor and its transformation products metazachlor oxalic acid and sulfonic acid in a small-scale agricultural catchment
  28. Assessing the environmental fate of S-metolachlor, its commercial product Mercantor Gold® and their photoproducts using a water-sediment test and in silico methods
  29. Consumer concerns about drinking water in an area with high levels of naturally occurring arsenic in groundwater, and the implications for managing health risks
  30. Europäischer Bundesstaat, supranationale Gemeinschaft oder Vertragsunion souveräner Staaten? – Zum Verhältnis von Staat und Union nach dem Lissabon-Urteil des BVerfG
  31. Bilanzierung von Arzneimittelverbräuchen in ausgewählten Einrichtungen des Gesundheitswesens und Vergleich berechneter mit analytisch bestimmten Abwasserkonzentrationen.
  32. A New and Rapid Method for Monitoring the New Oxazolidinone Antibiotic Linezolid in Serum and Urine by High Performance Liquid Chromatography-Integrated Sample Preparation
  33. Stephan Stein & Sören Stumpf. 2019. Muster in Sprache und Kommunikation. Eine Einführung in Konzepte sprachlicher Vorgeformtheit (Grundlagen der Germanistik 63). Berlin: Erich Schmidt. 280 S.
  34. Schriftliche Stellungnahme für den Innenausschuss des Hessischen Landtagszum Gesetzentwurf der Hessischen Landesregierung für ein Gesetz zur Änderung des Hessischen Spielbankengesetzes
  35. Henning Lobin, Roman Schneider & Andreas Witt (Hg.). 2018. Digitale Infrastrukturen für die germanistische Forschung (Germanistische Sprachwissenschaft um 2020, Band 6). Berlin, Boston: De Gruyter. 373 S.
  36. Die Vollstreckung von EG-Bußgeldbescheiden in den Mitgliedstaaten der Europäischen Gemeinschaft – Rechtliche Grundlagen, Umsetzungspraxis und Rechtsmittel am Beispiel der Bundesrepublik Deutschland
  37. Ready biodegradability of trifluoromethylated phenothiazine drugs, structural elucidation of their aquatic transformation products, and identification of environmental risks studied by LC-MS( n ) and QSAR
  38. Degradation of the tricyclic antipsychotic drug chlorpromazine under environmental conditions, identification of its main aquatic biotic and abiotic transformation products by LC-MS n and their effects on environmental bacteria