Organisation profile

At the Institute of Information Systems (IIS) of the Leuphana University we work on innovative topics in Information Systems and Data Science. The main focus is on digital transformation, e-health, e-commerce, business analytics, sports and e-learning. Methodologically, we focus on the development and use of machine learning and artificial intelligence methods for the modeling and solution of data-driven decision problems. Additional quantitative (e.g. graphs, optimization) and qualitative (e.g. interviews, reference modeling) methods complement this spectrum. Cooperating with other universities, companies, and institutions of the civil society plays an important role in our work.

Main research areas

At the Institute of Information Systems there are currently 6 professors and numerous research assistants. Our main research areas include digital transformation, e-health, e-commerce, business analytics, sports, and e-learning. Details can be found on the websites of the work groups and in the central research database of Leuphana. The Institute of Information Systems organized a number of events and conferences at Leuphana (e.g. ITEE 2013, final round of the German National Computer Science Competition 2014, MKWI 2018).

  1. 2014
  2. Published
  3. Published

    Erfolgsstrategien zur Gestaltung von Innovationsprozessen: eine empirische Analyse mittelständischer Innovationssysteme

    Seeger, B., 01.07.2014, Wiesbaden: Springer Gabler. 253 p. (Beiträge zur Produktionswirtschaft)

    Research output: Books and anthologiesBook

  4. Published
  5. Published

    Aussagekraft von Ratings und Prospektinformationen für geschlossene Immobilienfonds: eine empirische Studie

    Jacobs, J., 06.2014, Risikoerkennung bei geschlossenen Fonds. Hoffmann, U. (ed.). Lüneburg: Universität Lüneburg, p. 2-14 13 p. (FInAL; vol. 24, no. 1).

    Research output: Contributions to collected editions/worksContributions to collected editions/anthologiesResearch

  6. Published

    Die Analyse von Investitionsrisiken im Rahmen eines Value-at-Risk-Modells

    Riebesehl, D., 06.2014, Risikoerkennung bei geschlossenen Fonds. Hoffmann, U. (ed.). Lüneburg: Universität Lüneburg, p. 15-31 17 p. (FInAL; vol. 24, no. 1).

    Research output: Contributions to collected editions/worksContributions to collected editions/anthologiesResearch

  7. Published

    Die typischen Muster fraudulenten Handelns bei geschlossenen Fonds

    Weinrich, G. & Tiedemann, L., 06.2014, Risikoerkennung bei geschlossenen Fonds. Hoffmann, U. (ed.). Lüneburg: Universität Lüneburg, p. 32-54 23 p. (FInAL; vol. 24, no. 1).

    Research output: Contributions to collected editions/worksContributions to collected editions/anthologiesResearch

  8. Published

    Berater für generationengerechte Assistenzsysteme (m/w): Realisierung und Evaluierung einer berufsbegleitenden Weiterbildung

    Niemeyer, G., Busch, B.-H., Dreyer, K., Kempter, A.-K., Zimmermann, B., Koperski, M., Bähr, S., Weiser, S., Lumpe, A.-K. & Apel, S., 21.01.2014, Besser Leben durch Technik: 7. deutscher AAL-Kongress mit Ausstellung, 21.-22. Januar 2014, Berlin, Tagungsbeiträge. D., A., G. & V. (eds.). VDE Verlag GmbH, 6 p. 33

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  9. Published

    Decision Support and Online Advertising: Development and Empirical Testing of a Data Landscape

    Hansmann, T. & Nottorf, F., 01.01.2014, ICE-B 2014: Proceedings of the 11th International Conference on e-Business, Vienna, Austria 28 - 30 August, 2014 . Obaidat, M. S., Holzinger, A., van Sinderen, M. & Dolog, P. (eds.). Science and Technology Publications, Lda (SciTePress), p. 111-122 12 p. (ICE-B 2014 - Proceedings of the 11th International Conference on e-Business, Part of ICETE 2014 - 11th International Joint Conference on e-Business and Telecommunications).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  10. Published

    Do Specific Text Features Influence Click Probabilities in Paid Search Advertising?

    Blask, T.-B., 01.01.2014, ICE-B 2014 - Proceedings of the 11th International Conference on e-Business, Part of ICETE 2014 - 11th International Joint Conference on e-Business and Telecommunications. Holzinger, A., van Sinderen, M., Dolog, P. & Obaidat, M. S. (eds.). Science and Technology Publications, Lda (SciTePress), p. 55-62 8 p. (ICE-B 2014 - Proceedings of the 11th International Conference on e-Business, Part of ICETE 2014 - 11th International Joint Conference on e-Business and Telecommunications).

    Research output: Contributions to collected editions/worksPublished abstract in conference proceedingsResearchpeer-review

  11. Published

    An empirically grounded ontology for analyzing IT-based interventions in business ecosystems

    Drews, P., Schirmer, I., Mumm, S., Morisse, M. & Winkenwerder, F., 2014, Smart sustainability: the information systems opportunity : 20th Americas Conference on Information Systems (AMCIS 2014): Proceedings. Georgia: AIS eLibrary, p. 1-11 11 p. (Proceedings of the Americas Conference on Information Systems (AMCIS); vol. 2014).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  12. Published

    A specification schema for software connectors

    Slotos, T., 2014, CBSE 2014 - Proceedings of the 17th International ACM SIGSOFT Symposium on Component-Based Software Engineering (Part of CompArch 2014): Proceedings of the 17th International ACM SIGSOFT Symposium on Component-Based Software Engineering (part of CompArch 2014). T. A. F. C. M. (ed.). Association for Computing Machinery, Inc, p. 139-147 9 p. (CBSE 2014 - Proceedings of the 17th International ACM SIGSOFT Symposium on Component-Based Software Engineering (Part of CompArch 2014)).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  13. Published

    Consumer Online Search Behavior: A Cross-Industry Analysis Based on User-Level Data

    Nottorf, F., Mastel, A. & Funk, B., 2014, E-Business and Telecommunications: International Joint Conference, ICETE 2012. Rome, Italy, July 24–27, 2012, Revised Selected Papers. Obaidat, M. S. & Filipe, J. (eds.). Heidelberg: Springer, p. 72-87 16 p. (Communications in Computer and Information Science; vol. 455).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  14. Published

    DialogueMaps: Supporting interactive transdisciplinary dialogues with a web-based tool for multi-layer knowledge maps

    Drews, P. & Sagawe, A., 2014, Information Technology in Environmental Engineering: Selected Contributions to the Sixth International Conference on Information Technologies in Environmental Engineering (ITEE 2013). Funk, B., Gómez, J. M. & Niemeyer, P. (eds.). Berlin: Springer VS, p. 39-51 13 p.

    Research output: Contributions to collected editions/worksContributions to collected editions/anthologiesResearchpeer-review

  15. Published

    Die gescheiterte Einführung der elektronischen Verordnung – Ableitung grundlegender Konzepte für die Analyse und Planung von Architekturen in IT-basierten Großprojekten

    Drews, P. & Schirmer, I., 2014, GMDS 2014: 59. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie e.V. (GMDS). German Medical Science

    Research output: Contributions to collected editions/worksPublished abstract in conference proceedingsResearchpeer-review

  16. Published

    Evaluating OWL 2 reasoners in the context of checking entity-relationship diagrams during software development

    Kropotin, A. A., 2014, In: CEUR Workshop Proceedings. 1207, p. 44-50 7 p.

    Research output: Journal contributionsConference article in journalResearchpeer-review

  17. Published

    Green Big Data: A Green IT/Green IS Perspective on Big Data

    Hansmann, T., Funk, B. & Niemeyer, P., 2014, Information Technologies in Environmental Engineering: Selected Contributions to the Sixth International Conference on Information Technologies in Environmental Engineering (ITEE2013). Funk, B., Niemeyer, P. & Gómez, J. M. (eds.). Berlin, Heidelberg: Springer, p. 67-76 10 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  18. Published

    Information Technology in Environmental Engineering: Selected Contributions to the Sixth International Conference on Information Technologies in Environmental Engineering (ITEE2013)

    Funk, B. (Editor), Niemeyer, P. (Editor) & Marx Gómez, J. (Editor), 2014, Berlin/Heidelberg: Springer. 228 p.

    Research output: Books and anthologiesConference proceedingsResearch

  19. Published

    Kanalübergreifende Werbewirkungsanalyse in Echtzeit

    Funk, B., 2014, Realtime Advertising: Digitales Marketing in Echtzeit: Strategien, Konzepte und Perspektiven. Busch, O. (ed.). Wiesbaden: Gabler Verlag, p. 41-51 11 p.

    Research output: Contributions to collected editions/worksContributions to collected editions/anthologiesTransfer

  20. Published

    Methodenmanagement in der Unternehmensberatung - Ergebnisse einer empirischen Untersuchung in einem internationalen IT-Beratungsunternehmen

    Drews, P. & Janßen, L., 2014, Tagungsband Multikonferenz Wirtschaftsinformatik 2014 (MKWI 2014). Kundisch, D., Beckmann, L. & Suhl, L. (eds.). Paderborn: Universität Paderborn, p. 116-129 14 p. (Tagungsband Multikonferenz Wirtschaftsinformatik 2014, MKWI 2014).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  21. Published

    Mining for critical stock price movements using temporal power laws and integrated autoregressive models

    Jacobs, J., 2014, In: International Journal of Information and Decision Sciences. 6, 3, p. 211 - 225 15 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  22. Published

    Multi-channel attribution modeling on user journeys

    Nottorf, F., 2014, E-Business and Telecommunications - International Joint Conference, ICETE 2013, Revised Selected Papers. Obaidat, M. S. & Filipe, J. (eds.). Springer New York LLC, p. 107-125 19 p. (Communications in Computer and Information Science; vol. 456).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  23. Published

    Real-Time-Advertising

    Stange, M. & Funk, B., 2014, In: Wirtschaftsinformatik. 56, 5, p. 335-338 4 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  24. Published

    Representation of Integration Profiles Using an Ontology

    Welge, R., Busch, B.-H., Kabitzsch, K., Laurila-Epe, J., Heusinger, S., Lipprandt, M., Eichelberg, M., Eichenberg, E., Engelien, H., Gök, M., Moritz, G. & Hein, A., 2014, Ambient Assisted Living: 6. AAL-Kongress 2013 Berlin, Germany, January 22. - 23. , 2013. Wichert, R. & Klausing, H. (eds.). 1 ed. Springer, p. 195-212 18 p. (Advanced Technologies and Societal Change).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  25. Published

    Softwarealterung aus Sicht des IT-Managements - Ergebnisse einer qualitativ-empirischen Analyse in der Finanzindustrie

    Kappenberg, W. & Drews, P., 2014, INFORMATIK 2014: Big Data - Komplexität meistern; 44. Jahrestagung der Gesellschaft für Informatik. Plödereder, E., Grunske, L., Schneider, E. & Ull, D. (eds.). Gesellschaft für Informatik e.V., p. 1553-1564 12 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-232).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  26. Published

    Steady State Detection for the Context Aware Evaluation of Vital Signs

    Busch, B.-H. & Welge, R., 2014, Wohnen – Pflege – Teilhabe: Besser leben durch Technik - 7. AAL-Kongress mit Ausstellung 21.-22. Januar 2014 in Berlin, Tagungsbeiträge. VDE Verlag GmbH, 8 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  27. Published

    Unobtrusive Respiratory Rate Detection within Homecare Scenarios

    Busch, B.-H. & Welge, R., 2014, Ambient Assisted Living: 6. AAL-Kongress 2013 Berlin, Germany, January 22. - 23. , 2013. Wichert, R. & Klausing, H. (eds.). Springer, p. 61-78 18 p. (Advanced Technologies and Societal Change).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  28. 2013
  29. Published

    A Cross-Industry Analysis of the Spillover Effect in Paid Search Advertising

    Nottorf, F. & Funk, B., 09.2013, In: Electronic Markets. 23, 3, p. 205-216 12 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  30. Published

    Leitfaden interoperabler Assistenzsysteme - vom Szenario zur Anforderung: Teil 2 der Publikationsreihe "Interoperabilität von AAL-Systemkomponenten

    Bothe, M., Busch, B.-H., Eberhardt, B., Eichelberg, M., Gaugler, J., Gök, M., Golatowski, F., Heusinger, S., Kabitzsch, K., Kraft, A., Krieg-Brückner, B., Laurila-Dürsch, J., Lipprandt, M., Lux, W., Marinc, A., Moritz, G., Stahl, C., Tazari, M.-R. S., Walter, J., Welge, R., Wichert, R. & Eichelberg, M. (Editor), 20.06.2013, Berlin/Offenbach: VDE Verlag GmbH. 268 p. (Interoperabilität von AAL-Systemkomponenten)

    Research output: Books and anthologiesCollected editions and anthologiesResearch

  31. Published

    Work values as predictors of entrepreneurial career intentions: A longitudinal analysis of gender effects

    Hirschi, A. & Fischer, S., 14.06.2013, In: Career Development International. 18, 3, p. 216-231 16 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  32. Published

    Unobtrusive Measurement of Vital Signs Through Ultra-Wideband Sensing in the Domain of AAL

    Busch, B.-H. & Welge, R., 13.02.2013, Proceedings of the IASTED International Conference on Biomedical Engineering, BioMed 2013: BioMed 2013. Boccaccini, A. R. (ed.). ACTA Press, Vol. 10. p. 288-294 7 p. (Proceedings of the IASTED International Conference on Biomedical Engineering, BioMed 2013).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  33. Published
  34. Published

    Atmungsdetektion und Analyse mithilfe von UWB-Sensorik im Bereich häuslicher Pflege: Unobtrusive Respiratory Rate Detection within Homecare scenarios

    Busch, B.-H. & Welge, R., 22.01.2013, Lebensqualität im Wandel von Demografie und Technik : 6. Deutscher AAL-Kongress mit Ausstellung. VDE Verlag GmbH, p. 115-123 9 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  35. Published

    Der Mobile Diagnoseassistent – Wie mobile Anwendungen die Pflege im häuslichen Umfeld verbessern können

    Busch, B.-H., Welge, R., Ott, A. & Klippert, J., 22.01.2013, Lebensqualität im Wandel von Demografie und Technik : 6. Deutscher AAL-Kongress mit Ausstellung. VDE Verlag GmbH, p. 453-456 4 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  36. Published

    Ontologiebasierte Repräsentation von Integrationsprofilen

    Welge, R., Busch, B.-H., Kabitzsch, K., Laurila-Epe, J., Heusinger, S., Lipprandt, M., Eichelberg, M., Eichenberg, E., Engelien, H., Gök, M., Moritz, G. & Hein, A., 22.01.2013, Lebensqualität im Wandel von Demografie und Technik 6. Deutscher AAL-Kongress mit Ausstellung: 6. Deutscher AAL-Kongress mit Ausstellung. VDE Verlag GmbH, p. 397-406 10 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  37. Published

    Weiterbildung im Bereich AAL – Vom Handwerksmeister zum AAL-Berater in 360 Stunden

    Meyer, S., Busch, B.-H., Welge, R., Lumpe, A.-K. & Niemeyer, G., 22.01.2013, Lebensqualität im Wandel von Demografie und Technik: 6. Deutscher AAL-Kongress mit Ausstellung. VDE Verlag GmbH, p. 29-33 5 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  38. Published

    Analyse von Mikro-Blog-Daten

    Usbeck, R., 2013, Informatiktage 2013 - Fachwissenschaftlicher Informatik-Kongress, 22. und 23. März 2013. Gesellschaft für Informatik e.V., p. 165-168 4 p. (Lecture Notes in Informatics (LNI); vol. S12).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearch

  39. Published

    Branchenspezifische IT-Innovationssysteme: Von der Analyse zur Intervention - Am Beispiel des IT-Innovationssystems für Krankenhäuser in Deutschland

    Drews, P., 2013, Ausgezeichnete Informatikdissertationen 2012. Bonn: Gesellschaft für Informatik e.V., Vol. D-13. p. 51-60 10 p.

    Research output: Contributions to collected editions/worksContributions to collected editions/anthologiesResearch

  40. Published

    Datenstrukturen und Algorithmen: Grundlagen, Basisalgorithmen und Lösungsstrategien für sequentielle und parallele Algorithmen

    Hoffmann, U., 2013, Lüneburg: Universität Lüneburg, 403 p. (FINAL; vol. 23, no. 3).

    Research output: Working paperWorking papers

  41. Published

    Development of a Mobile Application for People with Panic Disorder as augmentation for an Internet-based Intervention

    Kleine Stegemann, S., Ebenfeld, L., Lehr, D., Berking, M. & Funk, B., 2013, 2013 Federated Conference on Computer Science and Information Systems, FedCSIS 2013: Conference on Computer Science and Information Systems. Polskie Towarzystwo Informatyczne, p. 1331-1337 7 p. 6644187. (2013 Federated Conference on Computer Science and Information Systems, FedCSIS 2013).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  42. Published

    Green Big Data – eine Green IT/Green IS Perspektive auf Big Data

    Hansmann, T., Funk, B. & Niemeyer, P., 2013, IT-gestütztes Ressourcen- und Energiemanagement: Konferenzband zu den 5. BUIS-Tagen. Marx Gómez, J. C., Lang, C. & Wohlgemuth, V. (eds.). Springer Vieweg, p. 455-466 12 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  43. Published

    Grundlagen und Modelle der Programmierung

    Hoffmann, U., 2013, Berlin: Lehmanns Media. 357 p. (Programmierung komplexer Systeme; vol. 2)

    Research output: Books and anthologiesMonographsEducationpeer-review

  44. Published

    Mathematik für Wirtschaftsinformatik

    Hoffmann, U., 2013, Lüneburg: Universität Lüneburg, 401 p. (FINAL; vol. 23, no. 1).

    Research output: Working paperWorking papers

  45. Published

    The Economic Value of Clickstream Data From an Advertiser's Perspective

    Nottorf, F. & Funk, B., 2013, ECIS 2013 Proceedings. Atlanta, GA: AIS eLibrary, 12 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  46. Published

    Towards a Concept for Integrating IT Innovation Management into Business IT Management

    Drews, P., Morisse, M. & Zimmermann, K., 2013, 19th Americas Conference on Information Systems, AMCIS 2013 - Hyperconnected World: Anything, Anywhere, Anytime. AIS eLibrary, p. 3604-3613 10 p. (Proceedings of the Americas Conference on Information Systems (AMCIS); vol. 2013).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  47. Published

    Übungen mit Lösungen zur Mathematik für Wirtschaftsinformatik

    Hoffmann, U., 2013, überarb. Fassung 2013 ed., Lüneburg: Universität Lüneburg, 104 p. (FINAL; vol. 23, no. 2).

    Research output: Working paperWorking papers

  48. Published

    Which clicks lead to conversions? Modeling user-journeys across multiple types of online advertising

    Nottorf, F., 2013, ICE-B 2013 - 10th International Conference on E-Business: Part of the ICETE 2013: 10th International Joint Conference on E-Business and Telecommunications, Proceedings. Obaidat, M. S. (ed.). Institute for Systems and Technologies of Information, Control and Communication Haskolans (Reykjavik), p. 141-152 12 p. (ICETE 2013 - 10th Int. Joint Conf. on E-Business and Telecommunications; 4th Int. Conf. DCNET 2013, - 10th Int. Conf. on ICE-B 2013 and OPTICS 2013 - 4th Int. Conf. on Optical Communication Systems).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  49. 2012
  50. Published

    Mining User-Generated Financial Content to Predict Stock Price Movements

    Mastel, A. & Jacobs, J., 12.2012, Lüneburg: Universität Lüneburg, 42 p. (FInAL; vol. 22, no. 1).

    Research output: Working paperWorking papers

  51. Published

    Early Edema Detection Based on the Examination of Multidimensional Ultra-Wide band Data

    Nguendon, H., Busch, B.-H. & Welge, R., 19.10.2012, Applied Computing 2012: Proceedings of the IADIS International Conference Applied computing. Weghorn, H. & Isaías, P. (eds.). IADIS Press, p. 107-114 8 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  52. Published

    Unobtrusive Detection of Respiratory Rate through UWB-Sensing for Applications of Ambient Assisted Living

    Busch, B.-H., Nguendon, H. & Welge, R., 19.10.2012, IADIS International Press: Applied Computing 2012. IADIS Press, p. 91-98 10 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  53. Published

    Unobtrusive Vital Sign Acquisition in the Domain of AAL

    Busch, B.-H. & Welge, R., 09.2012, In: Biomed Tech - Journal of Biomedical Engineering and Technology . 57, SUPPL. 1 TRACK-E, p. 1085-1088 4 p.

    Research output: Journal contributionsConference article in journalResearchpeer-review

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