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. 2017
  2. Published

    Internet of Things-Specific Challenges for Enterprise Architectures: A Cross-Case Comparison of Explorative Projects from the smartPORT Initiative

    Drews, P., Schirmer, I., Tesse, J., Saxe, S. & Baldauf, U., 2017, AMCIS 2017 - America's Conference on Information Systems: A Tradition of Innovation. Texas: AIS eLibrary, 10 p. (Proceedings of the Americas Conference on Information Systems (AMCIS); vol. 2017).

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

  3. Published

    LivingCare - An autonomously learning, human centered home automation system: Collection and preliminary analysis of a large dataset of real living situations

    Eckert, R., Müller, S., Glende, S., Gerka, A., Hein, A. & Welge, R., 2017, Ambient Assisted Living: 9. AAL-Kongress, Frankfurt/M, Germany, April 20 - 21, 2016. Wichert, R. & Mand, B. (eds.). Cham: Springer International Publishing, p. 55-72 18 p. (Advanced Technologies and Societal Change).

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

  4. Published

    Propagating Maximum Capacities for Recommendation

    Boubekki, A., Brefeld, U., Lucchesi, C. L. & Stille, W., 2017, KI 2017: Advances in Artificial Intelligence: 40th Annual German Conference on AI, Dortmund, Germany, September 25-29, 2017 : proceedings. Cham, Schweiz: Springer Verlag, p. 72-84 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10505 LNAI).

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

  5. 2016
  6. Published

    Does Internet-based guided self-help for depression cause harm? An individual participant data meta-analysis on deterioration rates and its moderators in randomized controlled trials

    Ebert, D. D., Donkin, L., Andersson, G., Andrews, G., Berger, T. K., Carlbring, P., Rozental, A., Choi, I., Laferton, J. A. C., Johansson, R., Kleiboer, A., Lange, A., Lehr, D., Reins, J. A., Funk, B., Newby, J., Perini, S., Riper, H., Ruwaard, J., Sheeber, L., Snoek, F., Titov, N., Ünlü Ince, B., Van Bastelaar, K. M. P., Vernmark, K., Van Straten, A., Warmerdam, L., Salsman, N. & Cuijpers, P., 01.10.2016, In: Psychological Medicine. 46, 13, p. 2679-2693 15 p.

    Research output: Journal contributionsScientific review articlesResearch

  7. Published

    Predicting the future performance of soccer players

    Arndt, C. & Brefeld, U., 01.10.2016, In: Statistical Analysis and Data Mining. 9, 5, p. 373-382 10 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  8. Published

    Feature Extraction and Aggregation for Predicting the Euro 2016

    Tavakol, M., Zafartavanaelmi, H. & Brefeld, U., 09.2016, In: CEUR Workshop Proceedings. 1842, 1842, 7 p.

    Research output: Journal contributionsConference article in journalResearchpeer-review

  9. 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 contributionsJournal articlesResearchpeer-review

  10. 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 contributionsScientific review articlesResearch

  11. 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/worksArticle in conference proceedingsResearchpeer-review

  12. Published

    The Star Pattern: Representing Domain Concepts in a Uniform Way

    Slotos, T., 06.07.2016, Proceedings of the 21st European Conference on Pattern Languages of Programs, EuroPLoP 2016: Proceedings of the 21st European Conference on Pattern Languages of Programs. Association for Computing Machinery, Inc, 11 p. a8. (ACM International Conference Proceeding Series).

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

  13. 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/worksContributions to collected editions/anthologiesResearchpeer-review

  14. 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/worksArticle in conference proceedingsResearchpeer-review

  15. Published

    Systematisch zur (E-) Learning Excellence

    Groß, M., 06.2016, In: HR Performance. 6, p. 24-28 5 p.

    Research output: Journal contributionsJournal articlesTransfer

  16. 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 contributionsJournal articlesResearchpeer-review

  17. 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/worksArticle in conference proceedingsResearchpeer-review

  18. Published

    Comparing the Sensitivity of Social Networks, Web Graphs, and Random Graphs with Respect to Vertex Removal

    Martin, C. & Niemeyer, P., 05.02.2016, 2015 11th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS). Yetongnon, K., Dipanda, A. & Chbeir, R. (eds.). IEEE - Institute of Electrical and Electronics Engineers Inc., p. 460-467 8 p. 7400603. (Proceedings - 11th International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2015).

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

  19. 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 Verlag, p. 139-150 12 p. (Springer Proceedings in Business and Economics).

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

  20. Published

    Spatio-Temporal Convolution Kernels

    Knauf, K., Memmert, D. & Brefeld, U., 01.02.2016, In: Machine Learning. 102, 2, p. 247-273 27 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  21. 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 contributionsJournal articlesResearchpeer-review

  22. 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, p. 257-281 25 p.

    Research output: Contributions to collected editions/worksChapterpeer-review

  23. Published

    Auswirkungen der Digitalisierung auf die Geschäftsmodelle der Finanzindustrie: Eine strukturierte Literaturanalyse auf der Grundlage des Business Model Canvas

    Schmidt, J. & Drews, P., 2016, Multikonferenz Wirtschaftsinformatik (MKWI) 2016 . Nissen, V., Stelzer, D., Straßburger, S. & Fischer, D. (eds.). Universitätsverlag Ilmenau - ilmedia, Vol. II. p. 967-978 12 p.

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

  24. Published

    Auswirkungen der Digitalisierung auf die Geschäftsmodelle der Finanzindustrie

    Schmidt, J. & Drews, P., 2016, In: Banking and Information Technology. 17, 1, p. 9-18 10 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  25. Published

    Bimodal IT: Business-IT alignment in the age of digital transformation

    Horlach, B., Drews, P. & Schirmer, I., 2016, Multikonferenz Wirtschaftsinformatik (MKWI) 2016. Nissen, V., Stelzer, D., Straßburger, S. & Fischer, D. (eds.). Universitätsverlag Ilmenau - ilmedia, Vol. III. p. 1417-1428 12 p.

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

  26. 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/worksArticle in conference proceedingsResearchpeer-review

  27. 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 Verlag, p. 141-151 11 p.

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

  28. Published

    Data-driven analyses of electronic text books

    Boubekki, A., Kröhne, U., Goldhammer, F., Schreiber, W. & Brefeld, U., 2016, Solving large scale learning tasks: Challenges and algorithms : essays dedicated to Katharina Morik on the occasion of her 60th birthday. Michaelis, S., Piatkowski, N. & Stolpe, M. (eds.). Cham: Springer International Publishing, p. 362-376 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9580).

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

  29. Published

    Datengetriebene Agilität: Auf der Erfolgsspur zur Digitalen Exzellenz

    Böhmann, T., Drews, P. & Zolnowski, A., 2016, Hamburg: Sopra Steria Consulting, 40 p.

    Research output: Working paperProject reportsTransfer

  30. Published

    End-users’ perspective on digitalization: A study on work order processing in the German banking industry

    Schmidt, J., Drews, P. & Schirmer, I., 2016, AMCIS 2016 Proceedings. AIS eLibrary, 10 p. (Proceedings of the Americas Conference on Information Systems (AMCIS); vol. 2016).

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

  31. Published

    Extending Enterprise Architectures for Adopting the Internet of Things: Lessons Learned from the smartPORT Projects in Hamburg

    Schirmer, I., Drews, P., Saxe, S., Baldauf, U. & Tesse, J., 2016, Business Information Systems: 19th International Conference, BIS 2016, Leipzig, Germany, July, 6-8, 2016, Proceedings. Abramowicz, W., Alt, R. & Franczyk, B. (eds.). Springer International Publishing, p. 169-180 12 p. (Lecture Notes in Business Information Processing; vol. 255).

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

  32. Published

    Kosten-Effektivitäts-Analyse eines Online Programmes zur Reduktion von depressiven Beschwerden bei Personen mit Diabetes mellitus Typ 1 und Typ 2

    Nobis, S., Ebert, D. D., Lehr, D., Smit, F., Buntrock, C., Berking, M., Baumeister, H., Snoek, F., Funk, B. & Riper, H., 2016, 15. Kongress der Deutschen Gesellschaft für Verhaltensmedizin und Verhaltensmodifikation: Verhaltensmedizin 2.0 - von eHealth zu mHealth, 25. bis 27. Februar 2016 Johannes Gutenberg-Universität Mainz, Abstractband. Johannes Gutenberg-Universität Mainz, p. 9 1 p.

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

  33. Published

    Using Wikipedia for Cross-Language Named Entity Recognition

    Fernandes, E. R., Brefeld, U., Blanco, R. & Atserias, J., 2016, Big Data Analytics in the Social and Ubiquitous Context: 5th International Workshop on Modeling Social Media, MSM 2014, 5th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2014, and First International Workshop on Machine Learning for Urban Sensor Data, SenseML 2014, Revised Selected Papers. Atzmüller, M., Chin, A., Janssen, F., Schweizer, I. & Trattner, C. (eds.). Springer International Publishing, p. 1-25 25 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9546).

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

  34. 2015
  35. Published

    The Impact of TV Ads on the Individual User's Purchasing Behavior

    Stange, M., 15.12.2015, Thirty Sixth International Conference on Information Systems, Fort Worth 2015: ICIS 2015 Proceedings. A. F. I. S. (ed.). AIS eLibrary, 18 p.

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

  36. Published

    Constrained Independence for Detecting Interesting Patterns

    Delacroix, T., Boubekki, A., Lenca, P. & Lallich, S., 02.12.2015, 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA). Pasi, G., Kwok, J., Zaiane, O., Gallinari, P., Gaussier, E. & Cao, L. (eds.). IEEE - Institute of Electrical and Electronics Engineers Inc., 10 p. 7344897. (Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2015).

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

  37. Published

    Lernen in der digitalisierten Welt

    Groß, M., 09.2015, In: HR Performance. 6/2015, p. 20-23 4 p.

    Research output: Journal contributionsJournal articlesTransfer

  38. Published

    Digitale Exzellenz: Eine Bestandsaufnahme zur Digitalisierung deutscher Unternehmen und Behörden

    Böhmann, T., Drews, P. & Meyer-Blankart, C., 07.2015, Hamburg: Sopra Steria Consulting, 56 p.

    Research output: Working paperProject reportsTransfer

  39. Published

    Universal Threshold Calculation for Fingerprinting Decoders using Mixture Models

    Schäfer, M., Mair, S., Berchtold, W. & Steinebach, M., 17.06.2015, Proceedings of the 3rd ACM Workshop on Information Hiding and Multimedia Security. Association for Computing Machinery, Inc, p. 109-114 6 p. (IH and MMSec 2015 - Proceedings of the 2015 ACM Workshop on Information Hiding and Multimedia Security).

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

  40. Published

    How Much Tracking Is Necessary? - The Learning Curve in Bayesian User Journey Analysis

    Stange, M. & Funk, B., 29.05.2015, Proceedings of the Twenty-Third European Conference on Information Systems. AIS eLibrary, 13 p.

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

  41. Published

    Learning Analytics: Neue Wege der Erfolgsmessung von (E-)Learning (Teil2): E-Learning - die Erfolgsgeschichte geht weiter

    Groß, M. & Retslag, T., 05.2015, In: HR Performance. 03/2015, p. 62-65 4 p.

    Research output: Journal contributionsJournal articlesTransfer

  42. Published

    Learning Analytics: Neue Wege der Erfolgsmessung von (E-)Learning (Teil 1)

    Groß, M. & Retslag, T., 04.2015, In: HR Performance. 2, p. 84-86 3 p.

    Research output: Journal contributionsJournal articlesTransfer

  43. Published

    AAL-Onto: A Formal Representation of RAALI Integration Profiles

    Welge, R., Busch, B.-H., Kabitzsch, K., Laurila-Dürsch, J., Heusinger, S., Lipprandt, M., Eichelberg, M., Eichenberg, E., Engelien, H., Gök, M., Moritz, G., Hein, A. & Dutz, T., 2015, Ambient Assisted Living: 7. AAL-Kongress 2014 Berlin, Germany, January 21-22, 2014. Wichert, R. & Klausing, H. (eds.). Springer Verlag, p. 89-102 14 p. (Advanced Technologies and Societal Change).

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

  44. Published

    Datenschutzbedenken in Sozialen Netzen -: ein Strukturgleichungsmodell

    Kuckertz, M. & Funk, B., 2015, Smart Enterprise Engineering: 12. Internationale Tagung Wirtschaftsinformatik (WI 2015), Tagungsband. Thomas., O. & Teuteberg, F. (eds.). Osnabrück: Universität Osnabrück, p. 1771-1785 15 p.

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

  45. Published

    Decision support in the field of online marketing - development of a data landscape

    Hansmann, T. & Nottorf, F., 2015, E-Business and Telecommunications - 11th International Joint Conference, ICETE 2014, Revised Selected Papers. Obaidat, M. S., Filipe, J. & Holzinger, A. (eds.). Springer New York, p. 76-95 20 p. (Communications in Computer and Information Science; vol. 554).

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

  46. Published

    Enterprise Architecture as a Tool for Managing Corporate Social Responsibility: Potential Use of Enterprise Architecture for CSR Reporting

    Horlach, B., Drews, P. & Schirmer, I., 2015, 45. Jahrestagung der Gesellschaft f�r Informatik - INFORMATIK 2015: Informatik, Energie und Umwelt, Proceedings. Cunningham, D. W., Hofstedt, P., Schmitt, I. & Meer, K. (eds.). Gesellschaft für Informatik e.V., p. 453-467 15 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. 246).

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

  47. Published

    Entwicklung und Evaluation eines Metamodells zur Verbesserung der unternehmensweiten Entscheidungsorientierung mithilfe der Unternehmensarchitektur

    Schmidt, J. & Drews, P., 2015, Smart Enterprise Engineering: 12. Internationale Tagung Wirtschaftsinformatik (WI 2015), Tagungsband. Thomas, O. & Teuteberg, F. (eds.). Osnabrück: Universität Osnabrück, p. 1814-1828 15 p.

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

  48. Published

    Gamification und Crowdfunding im Innovationsmanagement: Entwicklung und Einführung einer SharePoint-basierten Anwendung

    Drews, P., Schomborg, T. & Leue-Bensch, C., 2015, In: HMD Praxis der Wirtschaftsinformatik. 52, 6, p. 891-902 12 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  49. Published

    Grundkonzeption einer 'Kritischen Theorie der Hybridität' und Implikationen für "nachhaltige Wissenschaften"

    Lärz, M., 2015, 45. Jahrestagung der Gesellschaft für Informatik - INFORMATIK 2015: Informatik, Energie und Umwelt, Proceedings. Cunningham, D. W., Hofstedt, P., Schmitt, I. & Meer, K. (eds.). Bonn: Gesellschaft für Informatik e.V., p. 325-334 10 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. 246).

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

  50. Published

    The failed implementation of the electronic prescription in Germany: A case study

    Drews, P. & Schirmer, I., 2015, ECIS 2015 Completed Research Papers. AIS eLibrary, 15 p.

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

  51. Published

    The impact of TV ads on the individual user's online purchasing behavior

    Stange, M., 2015, 2015 International Conference on Information Systems: Exploring the Information Frontier, ICIS 2015. Association for Information Systems, (2015 International Conference on Information Systems: Exploring the Information Frontier, ICIS 2015).

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

  52. Published

    Unterstützung des Nachhaltigkeitsmanagements durch Unternehmensarchitekturmanagement: Ziele und Einsatzpotentiale

    Horlach, B. & Drews, P., 2015, Smart Enterprise Engineering: 12. Internationalen Tagung Wirtschaftsinformatik (WI 2015), Tagungsband. Thomas, O. & Teuteberg, F. (eds.). Universität Osnabrück, p. 1799-1813 15 p.

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

  53. 2014
  54. Published

    Nmap: A novel neighborhood preservation space-filling algorithm

    Duarte, F. S. L. G., Sikansi, F., Fatore, F. M., Fadel, S. G. & Paulovich, F. V., 31.12.2014, In: IEEE Transactions on Visualization and Computer Graphics. 20, 12, p. 2063-2071 9 p., 6876012.

    Research output: Journal contributionsConference article in journalResearchpeer-review

  55. Published

    From Enterprise Architecture to Business Ecosystem Architecture: Stages and challenges for extending architectures beyond organizational boundaries

    Drews, P. & Schirmer, I., 02.12.2014, Proceedings - IEEE 18th International Enterprise Distributed Object Computing Conference Workshops and Demonstrations, EDOCW 2014. Halle, S., Rinderle-Ma, S., Grossmann, G., Reichert, M., Karastoyanova, D., Reichert, M., Rinderle-Ma, S. & Grossmann, G. (eds.). IEEE - Institute of Electrical and Electronics Engineers Inc., p. 13-22 10 p. 6975336. (Proceedings - IEEE International Enterprise Distributed Object Computing Workshop, EDOCW).

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

  56. Published

    Efficacy of a hybrid online training for panic symptoms and agoraphobia: study protocol for a randomized controlled trial

    Ebenfeld, L., Kleine Stegemann, S., Lehr, D., Ebert, D. D., Jazaieri, H., van Ballegooijen, W., Funk, B., Riper, H. & Berking, M., 04.11.2014, In: Trials. 15, 1, 10 p., 427.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  57. Published

    Kapitalanlagebetrug bei Geschlossenen Alternativen Investmentfonds (AIF) - Ansatzpunkte für eine juristische und betriebswirtschaftliche Bewertung

    Weinrich, G. & Tiedemann, L., 11.2014, In: Neue Justiz. 68, 11, p. 462-469 8 p.

    Research output: Journal contributionsJournal articlesTransferpeer-review

  58. Published

    Big Data - Characterizing an Emerging Research Field using Topic Models

    Hansmann, T. & Niemeyer, P., 16.10.2014, Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014: Proceedings; 11-14 August 2014 Warsaw, Poland . Ślęzak, D., Nguyen, H. S., Reformat, M. & Santos, E. (eds.). IEEE - Institute of Electrical and Electronics Engineers Inc., Vol. 1. p. 43-51 9 p. (Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014; vol. 1).

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

  59. Published

    Real-Time Advertising

    Stange, M. & Funk, B., 10.2014, In: Business and Information Systems Engineering. 6, 5, p. 305-308 4 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  60. Published
  61. 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

  62. Published
  63. 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

  64. 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

  65. 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

  66. 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, 6 p. 33

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

  67. 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

  68. 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

  69. 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

  70. 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

  71. 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 Verlag, p. 72-87 16 p. (Communications in Computer and Information Science; vol. 455).

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

  72. 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

  73. 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

  74. 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

  75. 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 Verlag, p. 67-76 10 p.

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

  76. 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 Verlag. 228 p.

    Research output: Books and anthologiesConference proceedingsResearch

  77. 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

  78. 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

  79. 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

  80. 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, p. 107-125 19 p. (Communications in Computer and Information Science; vol. 456).

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

  81. Published

    Real-Time-Advertising

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

    Research output: Journal contributionsJournal articlesResearchpeer-review

  82. 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 Verlag, p. 195-212 18 p. (Advanced Technologies and Societal Change).

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

  83. 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

  84. 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, 8 p.

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

  85. 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 Verlag, p. 61-78 18 p. (Advanced Technologies and Societal Change).

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

  86. 2013
  87. 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

  88. 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. 268 p. (Interoperabilität von AAL-Systemkomponenten)

    Research output: Books and anthologiesCollected editions and anthologiesResearch

  89. 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

  90. 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

  91. Published
  92. 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, p. 115-123 9 p.

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

  93. 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, p. 453-456 4 p.

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

  94. 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, p. 397-406 10 p.

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

  95. 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, p. 29-33 5 p.

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

  96. 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

  97. 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

  98. 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

  99. 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

  100. 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

  101. 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

  102. Published

    Mathematik für Wirtschaftsinformatik

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

    Research output: Working paperWorking papers

  103. 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

  104. 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

  105. 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