Research Team I2S

Intelligent Information Systems


Selected publications:









  • Klusch, M.; Kapahnke, P.; Cao, X.; Rainer, B.; Timmerer, C.; Mangold, S. (2014): MyMedia: Mobile Semantic Peer-to-Peer Video Search and Live Streaming. Proc. 11th ACM International Conference on Mobile and Ubiquitous Systems (Mobiquitous); London, UK; ACM Press. CORE: A
  • Kompatsiaris, I.; Diplaris, S.; Corney, D.; Heise, N.; Klusch, M.; Jaho, E.; Geurts, J.; Liu, Y.; Petkos, G.; Papadopoulos, S.; Sarris, N.; Goker, A.; Spangenberg, J. (2014): Real-Time Social Media Indexing and Search. Proc. International Broadcasting Convention (IBC), Amsterdam, Netherlands.
  • Schulte, S.; Hoenisch, P.; Hochreiner, C.; Dustdar, S.; Klusch, M.; Schuller, D. (2014): Towards Process Support for Cloud Manufacturing.  Proc. 18th IEEE Intern. Conference on Enterprise Distributed Object Computing (EDOC), Ulm, Germany
  • Zinnikus, I.; Cao, X.; Fischer, K. (2014): Agent-supported collaboration and ineroperability for networked enterprises: Modelling interactions and service compositions. Computers in Industry, 64(8), Elsevier.
  • Zinnikus, I.; Byelozyorov, S.; Cao, X.; Klusch, M.; Krauss, C.; Nonnengart, A.; Spieldenner, T.; Warwas, S.; Slusallek, P. (2014): A Collaborative Virtual Workspace for Factory Configuration and Evaluation. EAI Endorsed Transactions on Collaborative Computing, ICST.
  • Klusch, M.; Meshram, A.; Kapahnke, P.; Schuetze, A. (2014): ICM-Wind: Semantics-Empowered Fluid Condition Monitoring of Wind Turbines. Proc. 29th ACM Symposium on Applied Computing (SAC); Korea; ACM Press. ERA: B
  • Rainer, B.; Timmerer, C.; Kapahnke, P.; Klusch, M. (2014): Real-time Multimedia Streaming in Unstructured Peer-to-Peer Networks. Proc. 11th IEEE Consumer Communications and Networking Conference (CCNC); USA; IEEE Press.
  • Klusch, M. (2014): Service Discovery. In: Alhajj, R.; Rokne, J. (eds.), Encyclopedia of Social Networks and Mining (ESNAM), Springer.


  • Cao, X.; Klusch, M. (2013): Semantic-Driven K-Walker Search in Unstructured Peer-to-Peer Networks. IEEE Computer Society STC on Social Networking E-Letter, 1(3), IEEE. 
  • Zinnikus, I.; Spieldenner, T.; Cao, X.; Klusch, M.; Krauss, C.; Nonnengart, A.;  Slusallek, P. (2013): A Collaborative Virtual Workspace for Factory Configuration and Evaluation. Proc. 9th IEEE International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom); Austin TX, USA, Runner Up Award (2nd Best Paper).
  • Cao, X.; Klusch, M. (2013): S2P2P: Semantic Search in Unstructured Peer-to-Peer Networks. Proc. 15th IEEE International Conference on High-Performance Computing and Communications (HPCC); IEEE Press. CORE: B
  • Cao, X.; Klusch, M. (2013): Advanced Semantic Deep Search for 3D Scenes. Proc. 7th IEEE International Conference on Semantic Computing; Stanford CA, USA; IEEE Press.
  • Mihailescu, R.C.; Klusch, M.; Ossowski, S. (2013): eCOOP: Privacy-Preserving Dynamic Coalition Formation for Power Regulation in the Smart Grid. Proc. 2nd International Conference on Agreement Technologies; Beijing, China; Springer.
  • Cao, X.; Klusch, M. (2013): iRep3D: Efficient Semantic 3D Scene Retrieval. Proc. 8th International Conference on Computer Vision Theory and Applications. Barcelona, Spain; ScitePress.
  • Guenel, A.; Meshram, A.; Bley, T.; Schuetze, A.; Klusch, M. (2013): Statistical and Semantic Multisensor Data Evaluation for Fluid Condition Monitoring in Wind Turbines. Proc. 16th International Conference on Sensors and Measurement Technology (SENSOR). Nuremberg, Germany.







  • Klusch, M.; Schubotz, R. (2007): Programming and Simulation of Quantum  Search Agents. Proceedings of the IEEE International Conference on  Systems, Man and Cybernetics, Montreal, Canada, IEEE Press.
  • Da Silva, J.C.; Klusch, M. (2007): Privacy-Preserving Discovery of Frequent Patterns in Time Series. Proceedings of the 7th Industrial Conference on Data  Mining ICDM, Leipzig, Germany, Springer.
  • Klusch, M.; Fries, B. (2007): Hybrid OWL-S Service Retrieval with OWLS- MX: Benefits and Pitfall. Proceedings of 1st International Joint Workshop on Semantic Matchmaking and Resource Retrieval, Busan, Korea, CEUR.



  • Da Silva, J.C.; Klusch, M.; Lodi, S., Moro, G-L. (2005): Secure Agent-Based Distributed Data Clustering. International Journal of Web Intelligence and Agent Systems, IOS Press
  • Da Silva, J.C.; Giannella, C.; Bhargava, R.; Kargupta, H.; Klusch, M.; (2005): Distributed Data Mining and Agents. International Journal of Engineering Applications of Artifical Intelligence, 18(4), Elsevier Science
  • Blankenburg, B.; Klusch, M. (2005): BSCA-F: Efficient fuzzy valued stable coalition forming among agents. Proc. IEEE Conference on Intelligent Agent Technology, Compiegne, France, IEEE Computer Society Press.
  • Blankenburg, B.; Klusch, M. (2005): BSCA-P: Privacy-Preserving Coalition Formation. Proc. 3rd German Conference on Multi-Agent System Technologies (MATES), Koblenz, Germany, Springer LNAI 3550 . Best Paper Award
  • Da Silva, J.C.; Klusch, M. (2005): Inference on Distributed Data Clustering. Proc. 5th Industrial Conference on Data Mining (ICDM), Leipzig, Germany, July 2005
  • Klusch, M. (2005): Coordination of Quantum Internet Agents. Proc. 4th Intl. Conference on Autonomous Agents and Multiagent Systems (AAMAS), Utrecht, The Netherlands, CORE: A*
  • Blankenburg, B.; Ramchurn; Gopal; Jennings, N.; Klusch, M. (2005): Trusted Kernel-Based Coalition Formation. Proc. 4th Intl. Conference on Autonomous Agents and Multiagent Systems (AAMAS), Utrecht, The Netherlands. CORE: A*
  • Klusch, M.; Fries, B.; Khalid, M. (2005): OWLS-MX: Hybrid Semantic Web Service Retrieval.1st Intl. AAAI Fall Symposium on Agents and the Semantic Web, Arlington VA, USA
  • Klusch, M.; Gerber, A.; Schmidt, M. (2005). Semantic Web Service Composition Planning with OWLS-Xplan.1st Intl. AAAI Fall Symposium on Agents and the Semantic Web, Arlington VA, USA
  • Blankenburg, B.; Klusch, M. (2005): BSCA-F: Fuzzy Bilateral Shapley Value Based Coalition Forming. IJCAI-2005 Workshop on Game Theory and Decision Theory (GTDT), Edinburgh, 2005.
  • Helin, H. et al. (2005): Context-aware business application service coordination in mobile computing environments. Proc. Intl. AAMAS-2005 Workshop on Ambient Intelligence, Utrecht, July 2005.





  • Klusch, M. (2001): Information Agent Technology for the Internet: A Survey.  Journal on Data and Knowledge Engineering, Special Issue on Intelligent Information Integration, D. Fensel (Ed.), Vol. 36(3), Elsevier Science
  • Klusch, M., Sycara, K. (2001): Brokering and Matchmaking for Coordination of Agent Societies: A Survey. In: Coordination of Internet Agents, A. Omicini et al. (eds.), Springer
  • Klusch, M., Gerber, A. (2001): An agent-based mobile e-commerce service platform for forestry and agriculture. Proc. 2nd Asia-Pacific Conference on Intelligent Agent Technology (IAT), Japan.
  • Gerber, A., Russ, C., Klusch, M., Zinnikus, I. (2001): Holonic Agents for the Coordination of Supply Webs. Proc. Intl. Conference on Autonomous Agents (Agents 2001), Montreal, Canada
  • Schillo, M., Bürkert, H.-J., Klusch, M., Fischer, K. (2001): Applying Sociological Theory to Designing Autonomous Agents for Robust E-Commerce Markets. Proc. Intern. Conference on Autonomous Agents (Agents 2001), Montreal, Canada, ACM
  • Schillo, M.; H.-J. Bürckert; M. Klusch; K. Fischer (2001): Towards a Definition of Robustness for Market-Style Open Multi-Agent Systems. In: Proc 5th Intl. Conf. on Autonomous Agents, Montreal, Canada, ACM


  • Klusch, M. (2000): Agent-Mediated Trading: Intelligent Agents and E-Business. In: A.L.G. Hayzelden, R. Bourne (eds.): Agent Technology applied to Networked Systems. John Wiley & Sons, Chicester, England
  • Klusch, M. (2000): Information Agents for Knowledge Discovery and Data Mining on the Internet. In: U. Küsters, K.D. Wilde (Eds.), Handbook Data Mining im Marketing - Knowledge Discovery in Databases. Chapter 10.2, Vieweg/Gabler Verlag (in German).
  • Jonker, C., Klusch, M., Treur, J. (2000): Design of collaborative information agents. Proc. 4th Intl. Workshop on Cooperative Information Agents, LNAI 1860, Springer.