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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. 2016
  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. Published

    Occupational e-Mental Health: Current Approaches and Promising Perspectives for Promoting Mental Health in Workers

    Lehr, D., Geraedts, A., Persson Asplund, R., Khadjesari, Z., Heber, E., de Bloom, J., Ebert, D. D., Angerer, P. & Funk, B., 01.01.2016, Healthy at Work: Interdisciplinary Perspectives. Wiencke, M., Cacace, M. & Fischer, S. (eds.). 1 ed. Cham: Springer International Publishing AG, p. 257-281 25 p.

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

  10. 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

  11. Published

    Cross-Channel Real-Time Response Analysis

    Funk, B. & Abou Nabout, N., 2016, Programmatic Advertising: The Successful Transformation to Automated, Data-Driven Marketing in Real-Time. Busch, O. (ed.). Springer, p. 141-151 11 p.

    Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Transfer

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Recently viewed

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
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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)
  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