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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

    Einen gemeinsamen Code finden

    van Deest, J. & Gegenhuber, T., 09.2019, In: DUZ Wissenschaft & Management. 9, p. 38-43 6 p.

    Research output: Journal contributions › Journal articles › Research

  2. 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

  3. Published

    A Framework for Applying Natural Language Processing in Digital Health Interventions

    Funk, B., Sadeh-Sharvit, S., Fitzsimmons-Craft, E. E., Trockel, M. T., Monterubio, G. E., Goel , N. J., Balantekin, K. N., Eichen, D. M., Flatt, R. E., Firebaugh, M.-L., Jacobi, C., Graham, A. K., Hoogendoorn, M., Wilfley, D. E. & Taylor, C. B., 19.02.2020, In: Journal of Medical Internet Research. 22, 2, 13 p., e13855.

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

  4. Published

    DISKNET – A Platform for the Systematic Accumulation of Knowledge in IS Research

    Dann, D., Maedche, A., Teubner, T., Mueller, B., Meske, C. & Funk, B., 2019, ICIS 2019 Proceedings: IS research methods, theorizing and philosophy of science. Association for Information Systems, 9 p. Paper ID 2785. (40th International Conference on Information Systems, ICIS 2019).

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

  5. Published

    Using Natural Language Processing Techniques to Tackle the Construct Identity Problem in Information Systems Research

    Ludwig, S., Funk, B. & Mueller, B., 07.01.2020, Proceedings of the 53rd Annual Hawaii International Conference on System Sciences, HICSS 2020: Knowing What We Know: Theory, Meta-analysis, and Review. Bui, T. X. (ed.). Honolulu: University of Hawaiʻi at Mānoa, p. 5675-5684 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2020-January).

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

  6. Published

    A mobile application for panic disorder and agoraphobia: Insights from a multi-methods feasibility study

    Ebenfeld, L., Kleine Stegemann, S., Lehr, D., Ebert, D. D., Funk, B., Riper, H. & Berking, M., 01.03.2020, In: Internet Interventions. 19, 10 p., 100296 .

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

  7. Published

    Optimizing eating disorder treatment outcomes for individuals identified via screening: An idea worth researching

    Taylor, C. B., Graham, A. K., Fitzsimmons-Craft, E. E., Sadeh-Sharvit, S., Balantekin, K. N., Flatt, R. E., Goel , N. J., Monterubio, G. E., Topooco, N., Karam, A. M., Firebaugh, M.-L., Ruzek, J. I., Funk, B., Oldenburg, B., Wilfley, D. E. & Jacobi, C., 01.11.2019, In: The International journal of eating disorders. 52, 11, p. 1224-1228 5 p.

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

  8. Published

    Results of disseminating an online screen for eating disorders across the U.S. Reach, respondent characteristics, and unmet treatment need

    Fitzsimmons-Craft, E. E., Balantekin, K. N., Graham, A. K., Smolar, L., Park, D., Mysko, C., Funk, B., Taylor, C. B. & Wilfley, D. E., 06.2019, In: The International journal of eating disorders. 52, 6, p. 721-729 9 p.

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

  9. Published

    Economic Evaluation of an Internet-Based Stress Management Intervention Alongside a Randomized Controlled Trial

    Kählke, F., Buntrock, C., Smit, F., Berking, M., Lehr, D., Heber, E., Funk, B., Riper, H. & Ebert, D. D., 15.05.2019, In: JMIR Mental Health. 6, 5, 13 p., e10866.

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

  10. Published

    Datenkompetenzen in Kooperationen fördern

    Funk, B. & Wuppermann, M., 01.2019, In: DUZ Wissenschaft & Management. 2, 1, p. 26-29 4 p.

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

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Activities

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  2. Bridging the Curricular Divide. Integrating sustainability and EFL instruction in a project (week) context for secondary school learners of English and Science
  3. Kernpraktiken des Unterrichtens analysieren und Kompetenzentwicklung reflektieren: Das E-Portfolio als Reflexionstool im Schulpraktikum von Lehramtsstudierenden.
  4. Sedimentological and high-resolution pollen and aquatic microfossil analysis of Middle Pleistocene lakeshore deposits of paleolithic site Schöningen 13 II-4, Germany
  5. 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
  6. Worshop der Initiative "Institut für sozialwissenschaftliche Bildung" und Vorbereitung zur Gründung eines interuniversitäten Instituts für sozialwissenschaftliche Bildung ISB

Publications

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  2. New and Rapid Fully Automated Method for Determination of Tazobactam and Piperacillin in Fatty Tissue and Serum by Column-Switching Liquid Chromatography
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  5. Auf dem Weg zu einer Haftung der Dritten Gewalt? – Wandlungen des sekundären Rechtsschutzes bei judikativem Unrecht im Lichte des Europa- und Völkerrechts
  6. Welches Spielzeug besitzen Kinder hier und in anderen Ländern? Ein transkultureller Vergleich als Grundlage, um über das eigene Konsumverhalten nachzudenken
  7. Synthesis, self-assembly, bacterial and fungal toxicity, and preliminary biodegradation studies of a series of L-phenylalanine-derived surface-active ionic liquids
  8. Preliminary data on help‐seeking intentions and behaviors of individuals completing a widely available online screen for eating disorders in the United States
  9. Facilitative-competitive interactions in an Old-Growth Forest: The Importance of Large-Diameter Trees as Benefactors and Stimulators for Forest Community Assembly
  10. Simulating the fate and release of metazachlor and its transformation products metazachlor oxalic acid and sulfonic acid in a small-scale agricultural catchment
  11. Assessing the environmental fate of S-metolachlor, its commercial product Mercantor Gold® and their photoproducts using a water-sediment test and in silico methods
  12. Consumer concerns about drinking water in an area with high levels of naturally occurring arsenic in groundwater, and the implications for managing health risks
  13. Europäischer Bundesstaat, supranationale Gemeinschaft oder Vertragsunion souveräner Staaten? – Zum Verhältnis von Staat und Union nach dem Lissabon-Urteil des BVerfG
  14. Bilanzierung von Arzneimittelverbräuchen in ausgewählten Einrichtungen des Gesundheitswesens und Vergleich berechneter mit analytisch bestimmten Abwasserkonzentrationen.
  15. A New and Rapid Method for Monitoring the New Oxazolidinone Antibiotic Linezolid in Serum and Urine by High Performance Liquid Chromatography-Integrated Sample Preparation
  16. 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.
  17. Schriftliche Stellungnahme für den Innenausschuss des Hessischen Landtagszum Gesetzentwurf der Hessischen Landesregierung für ein Gesetz zur Änderung des Hessischen Spielbankengesetzes
  18. 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.
  19. Die Vollstreckung von EG-Bußgeldbescheiden in den Mitgliedstaaten der Europäischen Gemeinschaft – Rechtliche Grundlagen, Umsetzungspraxis und Rechtsmittel am Beispiel der Bundesrepublik Deutschland
  20. 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
  21. 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