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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

    Acceptance of Mobile Mental Health Treatment Applications

    Becker, D., 01.01.2016, In: Procedia Computer Science. 98, p. 220-227 8 p.

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

  2. 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

  3. Published

    "Occupational eMental Health" in der Lehrergesundheit: Ein metaanalytisches Review zur Wirksamkeit von Online-Gesundheitstrainings bei Lehrkräften

    Lehr, D., Heber, E., Sieland, B., Hillert, A., Funk, B. & Ebert, D. D., 01.08.2016, In: Prävention und Gesundheitsförderung. 11, 3, p. 182-192 11 p.

    Research output: Journal contributions › Scientific review articles › Research

  4. Published

    How Big Does Big Data Need to Be?

    Stange, M. & Funk, B., 06.2016, Enterprise Big Data Engineering, Analytics, and Management. Atzmueller, M., Oussena, S. & Roth-Berghofer, T. (eds.). Hershey: Business Science Reference, p. 1-12 12 p.

    Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Research › peer-review

  5. Published

    How to Predict Mood? Delving into Features of Smartphone-Based Data

    Becker, D., Bremer, V., Funk, B., Asselbergs, J., Riper, H. & Ruwaard, J., 08.2016, Proceedings of the AMCIS 2016. AIS eLibrary, 10 p. (Proceedings of the Americas Conference on Information Systems (AMCIS); vol. 2016).

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

  6. 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/works › Article in conference proceedings › Research › peer-review

  7. Published

    Self-guided internet-based and mobile-based stress management for employees: results of a randomised controlled trial

    Ebert, D. D., Heber, E., Berking, M., Riper, H., Cuijpers, P., Funk, B. & Lehr, D., 05.05.2016, In: Occupational and Environmental Medicine. 73, 5, p. 315-323 9 p.

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

  8. Published

    Carbon Footprint Apps - eine Analyse der Nutzungsintention

    Funk, B., Sagawe, A. & Niemeyer, P., 2016, Multikonferenz Wirtschaftsinformatik (MKWI) 2016 : Technische Universität Ilmenau 09. - 11. März 2016 . Nissen, V., Stelzer, D., Straßburger, S. & Fischer, D. (eds.). Universitätsverlag Ilmenau - ilmedia, Vol. 2. p. 901-911 11 p. (Multikonferenz Wirtschaftsinformatik, MKWI 2016; vol. 2).

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

  9. Published

    Mentoring in Massive Open Online Courses - Eine Nutzenanalyse auf Basis des IS-Success-Modells

    Drawert, K., Mager, M., Funk, B., Trötschel, R. & Pfeifer, C., 03.2016, Multikonferenz Wirtschaftsinformatik (MKWI) 2016: Technische Universität Ilmenau 09. - 11. März 2016 . Nissen, V., Stelzer, D., Straßburger, S. & Fischer, D. (eds.). Universitätsverlag Ilmenau - ilmedia, Vol. 3. p. 1511-1522 12 p. (Multikonferenz Wirtschaftsinformatik, MKWI 2016; vol. 3).

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

  10. Published

    Modeling the Intention to Use Carbon Footprint Apps

    Sagawe, A., Funk, B. & Niemeyer, P., 05.02.2016, Information Technology in Environmental Engineering: Proceedings of the 7th International Conference on Information Technologies in Environmental Engineering (ITEE2015). Gómez, J. M. & Scholtz, B. (eds.). Springer, p. 139-150 12 p. (Springer Proceedings in Business and Economics).

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

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Activities

  1. Rethinking the Museum Experience: Museum as Journey Through the Senses: eMotion - A transdisciplinary study of visitor experiences at a modern art exhibition
  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

  1. Crown size-growth relationships of European beech (Fagus sylvatica L.) are driven by the interplay of disturbance intensity and inter-specific competition
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  4. Einfluss von Klimaänderungen auf das simulierte Umweltverhalten der Fungizide Boscalid und Penconazol in einem typischen terrassierten Weineinzugsgebiet
  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