My research is focused on the development and integration of algorithms for community detection, ranking and recommendations into collaborative tagging systems. Further topics of interest include citation and link analysis, entity matching and resolution, and social network analysis.
Furthermore, I am leading the development of our own system, BibSonomy, which is used as test-bed for our methods and results.
Auf der Plattform handbuch.io des Open Science Lab der TIB Hannover schrieben vor und während der CeBIT 2014 in einem Book Sprint 15 eingeladene Expertinnen und Experten, viele davon aus dem Leibniz Forschungsverbund Science 2.0, das Handbuch CoScience - Gemeinsam forschen und publizieren mit dem Netz.
1st Part: "Prof. Bruns, Prof. Burguess & Dr. Woodford: Mapping Online Publics: New Methods for Twitter Research"
2nd Part: "Robert Jäschke: Identifying and Analyzing Researchers on Twitter"
M. Stubbemann, T. Hanika, and G. Stumme. Advances in Intelligent Data Analysis XVIII - 18th International Symposium on Intelligent Data Analysis, IDA 2020, Konstanz, Germany, April 27-29, 2020, Proceedings, volume 12080 of Lecture Notes in Computer Science, page 496--508. Springer, (2020)
M. Stubbemann, and G. Stumme. Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part III, volume 14171 of Lecture Notes in Computer Science, page 177--192. Springer, (2023)
B. Schäfermeier, T. Hanika, and G. Stumme. 16th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous), November 12--14, 2019, Houston, TX, USA, (2019)
A. Schmidt, and G. Stumme. Proceedings of the 21th International Conference on Knowledge Engineering and Knowledge Management (EKAW), page 370-385. Springer, (2018)
M. Atzmueller, A. Schmidt, B. Kloepper, and D. Arnu. New Frontiers in Mining Complex Patterns. Postproceedings NFMCP 2016, Berlin/Heidelberg, Germany, Springer Verlag, ((In Press) 2017)
C. Scholz, M. Atzmueller, M. Kibanov, and G. Stumme. Proceedings of the 2013 ACM/IEEE International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013, Niagara Falls, Canada, August 25-28, 2013, page 356--363. New York, NY, USA, ACM, (2013)
M. Kibanov, M. Atzmueller, C. Scholz, and G. Stumme. Proceedings of the 2013 IEEE Cyber, Physical and Social Computing, CPSCom 2013, Beijing, China, 20-23 August, 2013, page 993--1000. Los Alamitos, CA, USA, IEEE Computer Society, (2013)
M. Atzmueller, S. Bobek, M. Kibanov, and G. Nalepa. Proceedings of the Smart University Workshop, SmartUni 2013 -- International and Interdisciplinary Conference on Modeling and Using Context, Context 2013, Annecy, Haute-Savoie, France, 28 October, 2013, (2013)
J. Mueller, and G. Stumme. 9th International ACM Web Science Conference 2017 (WebSci 2017), Troy, NY, USA, June 26-28, 2017. Accepted for Publication, New York, NY, USA, ACM, (June 2017)
J. Mueller, and G. Stumme. 5th ASE International Conference on Social Informatics (SocInfo 2016), Union, NJ, USA, August 15-17, 2016. Proceedings, page 47:1--47:8. New York, NY, USA, ACM, (August 2016)
F. Mitzlaff, S. Doerfel, A. Hotho, R. Jäschke, and J. Mueller. 15th Discovery Challenge of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2013, Prague, Czech Republic - Sctober 27, 2013. Proceedings, 1120, page 7--24. Aachen, Germany, CEUR-WS, (2014)
M. Atzmueller, A. Schmidt, B. Kloepper, and D. Arnu. New Frontiers in Mining Complex Patterns. Postproceedings NFMCP 2016, volume 10312 of LNAI, Berlin/Heidelberg, Germany, Springer Verlag, (2017)
D. Knoell, M. Atzmueller, C. Rieder, and K. Scherer. Proc. GWEM 2017, co-located with 9th Conference Professional Knowledge Management (WM 2017), Karlsruhe, Germany, KIT, (2017)
M. Atzmueller, D. Arnu, and A. Schmidt. Proc. Annual Machine Learning Conference of the Benelux (Benelearn 2017), Eindhoven, The Netherlands, Eindhoven University of Technology, (2017)
M. Atzmueller. Proc. Annual Machine Learning Conference of the Benelux (Benelearn 2017), Eindhoven, The Netherlands, Eindhoven University of Technology, (2017)
M. Atzmueller, L. Thiele, G. Stumme, and S. Kauffeld. Proc. Annual Machine Learning Conference of the Benelux (Benelearn 2017), Eindhoven, The Netherlands, Eindhoven University of Technology, (2017)
M. Atzmueller, A. Ernst, F. Krebs, C. Scholz, and G. Stumme. Postproceedings of the International Workshops MUSE & SenseML 2014, Nancy, France, and MSM 2014, Seoul, Korea, Springer Verlag, Heidelberg, Germany, (2016)
M. Atzmueller. Solving Large Scale Learning Tasks: Challenges and Algorithms. Festschrift in Honour of Prof. Dr. Katharina Morik, volume 9580 of LNCS, Springer Verlag, (2016)
M. Atzmueller. Proc. ECML-PKDD 2016: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Heidelberg, Germany, Springer Verlag, (2016)
M. Atzmueller, B. Fries, and N. Hayat. Proc. ACM Conference on Pervasive and Ubiquitous Computing Adjunct Publication, New York, NY, USA, ACM Press, (2016)
M. Atzmueller, L. Thiele, G. Stumme, and S. Kauffeld. Proc. ACM Conference on Pervasive and Ubiquitous Computing Adjunct Publication, New York, NY, USA, ACM Press, (2016)
M. Atzmueller, J. Mueller, and M. Becker. Mining, Modeling and Recommending 'Things' in Social Media, volume 8940 of LNAI, Springer Verlag, Heidelberg, Germany, (2015)
C. Scholz, M. Atzmueller, and G. Stumme. Proc. 21st Intl. Symposium on Methodologies for Intelligent Systems, Heidelberg, Germany, Springer Verlag, (2014)