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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. 2019
  2. 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

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

  4. Published

    Heterogeneity Matters: Predicting Self-Esteem in Online Interventions Based on Ecological Momentary Assessment Data

    Bremer, V., Funk, B. & Riper, H., 13.01.2019, In: Depression Research and Treatment. 2019, 9 p., 3481624.

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

  5. Published

    State-wide university implementation of an online platform for eating disorders screening and intervention.

    Fitzsimmons-Craft, E. E., Firebaugh, M.-L., Graham, A. K., Eichen M., D., Monterubio, G., Balantekin, K. N., Karam, A. M., Seal , A., Funk, B., Taylor, C. B. & Wilfley, D., 05.2019, In: Psychological Services. 16, 2, p. 239-249 11 p.

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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 2020
  11. 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

  12. 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

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Activities

  1. Wissenschaftliche Fachtagung für Angewandte Wirtschaftspsychologie in Zusammenarbeit mit der Gesellschaft für Angewandte Wirtschaftspsychologie - 2007
  2. Bridging the Curricular Divide. Integrating sustainability and EFL instruction in a project (week) context for secondary school learners of English and Science
  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
  5. Die Konstruktion von ‚Eltern mit Migrationshintergrund‘ im Dispositiv: Verwebungen von bildungspolitischem Diskurs, pädagogischen Praktiken und Subjektivierungsprozessen und ausschließende Effekte in Schule.
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Publications

  1. Perspektive Nachhaltigkeit: Zur beruflichen Zufriedenheit und Belastung von psychiatrischen Fachärzten in der ambulanten Versorgung in der Schweiz
  2. An IAD framework analysis of minigrid institutions for sustainable rural electrification in East Africa
  3. Untersuchungen zur Struktur und zur Moos- und Flechtenflora in unbewirtschafteten und bewirtschafteten Buchenwäldern des Nordostdeutschen Tieflandes
  4. Use of lignins from sugarcane bagasse for assembling microparticles loaded with Azadirachta indica extracts for use as neem-based organic insecticides
  5. Earnings Less Risk-Free Interest Charge (ERIC) and Stock Returns—A Value-Based Management Perspective on ERIC’s Relative and Incremental Information Content
  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
  7. New and Rapid Fully Automated Method for Determination of Tazobactam and Piperacillin in Fatty Tissue and Serum by Column-Switching Liquid Chromatography
  8. Los Huehuetlatolli del Códice Florentino como representaciones (icono)-gráficas de la producción comunicativa de los “naturales” de Nueva España como “pecadores”
  9. Monoculture and mixture-planting of non-native Douglas fir alters species composition, but promotes the diversity of ground beetles in a temperate forest system
  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)
  11. Consumer concerns about drinking water in an area with high levels of naturally occurring arsenic in groundwater, and the implications for managing health risks
  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
  16. YouTube, Seniorentaxi und Bienen: Inwiefern wird das Kontextinteresse an realitätsbezogenen Mathematikaufgaben durch das Geschlecht und den sozialen Hintergrund beeinflusst?
  17. Modeling the distribution of white spruce (Picea glauca) for Alaska with high accuracy: an open access role-model for predicting tree species in last remaining wilderness areas
  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