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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. 2018
  2. Published

    A health economic outcome evaluation of an internet-based mobile-supported stress management intervention for employees

    Ebert, D. D., Kählke, F., Buntrock, C., Berking, M., Smit, F., Heber, E., Baumeister, H., Funk, B., Riper, H. & Lehr, D., 02.2018, In: Scandinavian Journal of Work, Environment and Health. 44, 2, p. 171-182 12 p.

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

  3. Published

    Multikonferenz Wirtschaftsinformatik 2018: Data driven X — Turning Data into Value

    Drews, P. (Editor), Funk, B. (Editor), Niemeyer, P. (Editor) & Xie, L. (Editor), 14.03.2018, Lüneburg: Institut für Wirtschaftsinformatik. 2094 p.

    Research output: Books and anthologies › Conference proceedings › Research

  4. Published

    Web-based intervention for depressive symptoms in adults with types 1 and 2 diabetes mellitus: a health economic evaluation

    Nobis, S., Ebert, D. D., Lehr, D., Smit, F., Buntrock, C., Berking, M., Baumeister, H., Snoek, F., Funk, B. & Riper, H., 04.2018, In: The British Journal of Psychiatry. 212, 4, p. 199-206 8 p.

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

  5. 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 contributions › Journal articles › Research › peer-review

  6. 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 contributions › Scientific review articles › Research

  7. Published

    Investigating Factors on R estorative Sleep Quality and its Relationship with Personal Work Performance - An Analysis of Diary Data

    Bremer, V., Funk, B. & Lehr, D., 24.07.2018, Cornell: PsyArXiv, 14 p.

    Research output: Working paper › Working papers

  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 contributions › Journal articles › Research › peer-review

  9. 2019
  10. Published

    A two-step approach for the prediction of mood levels based on diary data

    Bremer, V., Becker, D., Genz, T., Funk, B. & Lehr, D., 2019, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings: European Conference, ECML PKDD 2018, Dublin, Ireland. Brefeld, U., Curry, E., Daly, E., MacNamee, B., Marascu, A., Pinelli, F., Berlingerio, M. & Hurley, N. (eds.). Cham: Springer International Publishing AG, p. 626-629 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11053 LNAI).

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

  11. 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

  12. Published

    Topic Embeddings – A New Approach to Classify Very Short Documents Based on Predefined Topics

    Lommel, L., Riebeling, M., Funk, B. & Junginger, C., 2019, Human Practice. Digital Ecologies. Our Future: 14. Internationale Tagung Wirtschaftsinformatik (WI 2019), Tagungsband . Ludwig, T. & Pipek, V. (eds.). Siegen: Universitätsverlag Siegen, p. 453-467 15 p.

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

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Activities

  1. Wissenschaftliche Fachtagung für Angewandte Wirtschaftspsychologie in Zusammenarbeit mit der Gesellschaft für Angewandte Wirtschaftspsychologie - 2007
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  3. Addressing Educational Inequalities in Migration Societies with the help of Civil Society Organizations: Tensions between New Educational Governance and Educational Justice.
  4. International Generalizability Of Expatriate Success factors (project iGOES): Selected results of a global quantitative study on the prediction of expatriate adjustment and performance
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Publications

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  4. Use of lignins from sugarcane bagasse for assembling microparticles loaded with Azadirachta indica extracts for use as neem-based organic insecticides
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  6. Thomas Berker / Maren Hartmann / Yves Punie / Katie J. Ward (Eds.): Domestication of Media and Technology, Maidenhead: Open University Press, 2006. ISBN: 0-335-21768-0
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  8. Los Huehuetlatolli del Códice Florentino como representaciones (icono)-gráficas de la producción comunicativa de los “naturales” de Nueva España como “pecadores”
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  10. Description of the first instar larvae of three species of Meloe with a key to the triungulins of Central European species of this genus (Coleoptera : Meloidae)
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  12. Die gesellschaften der Bidentetea tripartitae Tx. et al. ex von Rochow 1951 in Mecklenburg-Vorpommern mit anmerkungen zur synsystematik und nomenklatur der klasse
  13. Rezension zu: Otto, Hans-Uwe / Polutta, Andreas / Ziegler, Holger (Hg.): Evidence-based Practice – Modernising the Knowledge Base of Social Work?. Opladen: Barbara Budrich 2009
  14. Niedrigeinkommensmobilität und Persistenz: Sind Niedrigeinkommen bei Selbstständigen nur vorübergehend und welche Rolle spielen institutionelle Rahmenbedingungen?
  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
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  18. Die BINK-Strategie zur Förderung nachhaltigen Konsumverhaltens und nachhaltiger Konsumkultur in Bildungsorganisationen – Weiterentwicklung auf der Basis einer formativen Evaluation
  19. Bilharz, Michael (2008): "Key Points" nachhaltigen Konsums. Ein strukturpolitisch fundierter Strategieansatz für die Nachhaltigkeitskommunikation im Kontext aktivierender Verbraucherpolitik.
  20. Kulick, Andreas/Goldhammer, Michael (Hrsg.): Der Terrorist als Feind? – Personalisierung im Polizei- und Völkerrecht, Beiträge zum Sicherheitsrecht und zur Sicherheitspolitik, Bd.5. Tübingen: MohrSiebeck, 2020.
  21. 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
  22. Wirksamkeit eines internet- und smartphone-basierten Dankbarkeitstrainings zur Förderung der gedanklichen Distanzierung von arbeitsbezogenen Problemen –Sekundäranalyse einer randomisiert - kontrollierten Studie
  23. 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
  24. Photocatalytic degradation of sulfamethoxypyridazine with TiO2, FeCl3 and TiO2/FeCl3: Biodegradability, toxicity assessment, and LC-UV-MS/MS identification of the photodegradation products in aqueous and sewage treatment plant effluent
  25. Stellungnahme der AG Methoden der gesundheitsökonomischen Evaluation (AG MEG) in der Deutschen Gesellschaft für Sozialmedizin und Prävention (DGSMP) zum 1. Entwurf des IQWiG Methodenpapiers zur Kosten-Nutzen-Bewertung von Arzneimitteln