Institute of Information Systems
Organisational unit: Institute
- Junior professorship for Information Systems, in particular Data Analytics
- Professorship for Computer Engineering
- Professorship for Information Systems, in particular Artificial Intelligence and Explainability
- Professorship for Information Systems, in particular Data Science
- Professorship for Information Systems, in particular Digital Transformation and Information Management
- Professorship for Information Systems, in particular E-Business and Knowledge Management
- Professorship for Information Systems, in particular Machine Learning
- Professorship for Information Systems, in particular Network Science
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).
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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/works › Article in conference proceedings › Research › peer-review
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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 LLC, p. 76-95 20 p. (Communications in Computer and Information Science; vol. 554).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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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/works › Article in conference proceedings › Research › peer-review
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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/works › Article in conference proceedings › Research › peer-review
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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 AG, 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/works › Article in conference proceedings › Research › peer-review
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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 contributions › Journal articles › Research › peer-review
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Lernen in der digitalisierten Welt
Groß, M., 09.2015, In: HR Performance. 6/2015, p. 20-23 4 p.Research output: Journal contributions › Journal articles › Transfer
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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/works › Article in conference proceedings › Research › peer-review
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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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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 paper › Project reports › Transfer