FH-Prof. Dr. Markus Wagner BSc MSc

  • FH-Dozent Industrie 4.0
  • Weiterbildungskoordinator Medien und Digitale Technologien
  • Lehrgangsleiter Produktions- und Technologiemanagement (MA)
  • Lehrgangsleiter Agrartechnologie (akad.)
  • Lehrgangsleiter Agrar- und Technologiemanagement (MA)
  • Lehrgangsleiter Certified Professional for UX-Development (zertif.)
  • Lehrgangsleiter Digital Photography und New Visual media (MA)
  • Lehrgangsleiter Produktionsmanagement (akad.)
  • Leiter Josef Ressel Zentrum für Wissensunterstützte Visuelle Datenanalyse in der industriellen Produktion
  • Mitglied des Kollegiums 2023 bis 2026
  • Department Medien und Digitale Technologien
Arbeitsplatz: A - Campus-Platz 1
M: +43/676 847 228 689


  • Smart Engineering (BA)
  • Data Science and Business Analytics (BA)
  • Data Intelligence (MA)
  • Medientechnik (BA)
  • Digital Innovation and Research (MA)
  • Interactive Technologies (MA)
  • Creative Computing (BA)
  • Produktions- und Technologiemanagement (MA)
  • Agrartechnologie (akad.)
  • Agrar- und Technologiemanagement (MA)
  • Certified Professional for UX-Development (zertif.)
  • Digital Photography und New Visual media (MA)
  • Produktionsmanagement (akad.)


  • Medien und Digitale Technologien
  • Informatik und Security


  • 03/2014 – 06/2017: Doktoratsstudium der technischen Wissenschaften Informatik (Dr. techn.) an der TU Wien.
  • 09/2011 – 06/2013: Game Engineering und Simulation (MSc) an der Fachhochschule Technikum Wien.
  • 09/2008 – 07/2011: Industrial Simulations (BSc) an der Fachhochschule St. Pölten.
  • 09/2006 – 07/2007: Werkmeister für Industrielle Elektronik an der Technisch-Gewerblichen Abendschule der AKNÖ.
  • 09/2004 – 06/2005: Hochspannungstechnik an der Technisch-Gewerblichen Abendschule der AKNÖ.
  • 09/2003 – 06/2005: Werkmeister für Elektrotechnik an der Technisch-Gewerblichen Abendschule der AKNÖ.

Hier geht es zum vollständigen Profil auf



Wagner, M., Böck, A., Größbacher, S., & Rind, A. (2024, May 16). Industrial Data Lab [Poster]. Digitech Corner/AIMS 5.0 General Asssembly, St. Pölten.
Stoiber, C., Wagner, M., Grassinger, F., Pohl, M., Stitz, H., Streit, M., Potzmann, B., & Aigner, W. (2023). Visualization Onboarding Grounded in Educational Theories. In Visualization Psychology. Springer Nature.
Tjoa, S., Temper, P. K. M., Temper, M., Zanol, J., Wagner, M., & Holzinger, A. (2022). AIRMan: An Artificial Intelligence (AI) Risk Management System. 2022 International Conference on Advanced Enterprise Information System (AEIS), 72–81.
Raith, A., Kamp, C., Stoiber, C., Jakl, A., & Wagner, M. (2022). Augmented Reality in Radiology for Education and Training—A Design Study. Healthcare, 10(4), 672.
Stoiber, C., Ceneda, D., Wagner, M., Schetinger, V., Gschwandtner, T., Streit, M., Miksch, S., & Aigner, W. (2022). Perspectives of visualization onboarding and guidance in VA. Visual Informatics, 6(1), 68–83.
Jandl, C., Wagner, M., Moser, T., & Schlund, S. (2021). Reasons and Strategies for Privacy Features in Tracking and Tracing Systems—A Systematic Literature Review. Sensors, 21(13), 4501.
Jandl, C., Taurer, F., Hartner-Tiefenthaler, M., Wagner, M., Moser, T., & Schlund, S. (2021). Perceptions of Using Tracking and Tracing Systems in Work Environments. In F. F.-H. Nah & K. Siau (Eds.), HCI in Business, Government and Organizations (Vol. 12783, pp. 384–398). Springer International Publishing.
Rottermanner, G., Oliveira, V. A. D. J., Kreiger, M., Graf, P., Rokitansky, C.-H., Eschbacher, K., Settgast, V., Grantz, V., Iber, M., Lechner, P., Judmaier, P., & Wagner, M. (2020). Design and Evaluation of a Tool to Support Air Traffic Control with 2D and 3D Visualizations. 2020 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), Atlanta, USA.
Vyssoki, S., Stoiber, C., Slijepcevic, D., Wagner-Havlicek, C., Wagner, M., & Wagner, M. (2019, October 17). Kompetenzorientierte Prüfungsdesigns - DataBootCamp und Parallel Escape Rooms. Gelernt Wird, Was Geprüft Wird", Oder…?! Assessment in Der Hochschullehre Neu Denken: Good Practices – Herausforderungen – Visionen. 8. Tag der Lehre, St. Pölten.
Jandl, C., Nurgazina, J., Schöffer, L., Reichl, C., Wagner, M., & Moser, T. (2019, September 9). SensiTrack - A Privacy by Design Concept for industrial IoT Applications. International Conference on Emerging Technologies and Factory Automation (ETFA 2019), Zaragossa,Spain.
Stoiber, C., Wagner, M., Ceneda, D., Pohl, M., Gschwandtner, T., Miksch, S., Streit, M., Girardi, D., & Aigner, W. (2019). Knowledge-assisted Visual Analytics meets Guidance and Onboarding. IEEE Application Spotlight. IEEE Symposium on Information Visualization, Vancouver, BC, Canada.
Rind, A., Wagner, M., & Aigner, W. (2019). Towards a Structural Framework for Explicit Domain Knowledge in Visual Analytics. Proc. IEEE Workshop on Visual Analytics in Healthcare (VAHC), 33–40.
Jakl, A., Schöffer, L., Husinsky, M., & Wagner, M. (2018). Augmented Reality for Industry 4.0: Architecture and User Experience. Proceedings of the 11th Forum Media Technology 2018, 38–42.
Wagner, M., Slijepcevic, D., Horsak, B., Rind, A., Zeppelzauer, M., & Aigner, W. (2018). KAVAGait: Knowledge-Assisted Visual Analytics for Clinical Gait Analysis. IEEE Transactions on Visualization and Computer Graphics (TVCG), 25(3), 1528–1542.
Aigner, W., Rind, A., & Wagner, M. (2018). KAVA-Time: Knowledge-Assisted Visual Analytics Methods for Time-Oriented Data. Tagungsband Des 12. Forschungsforum Der Österreichischen Fachhochschulen (FFH) 2018.
Luh, R., Schramm, G., Wagner, M., Janicke, H., & Schrittwieser, S. (2018). SEQUIN: a grammar inference framework for analyzing malicious system behavior. Journal of Computer Virology and Hacking Techniques, 01–21.
Niederer, C., Blumenstein, K., Wagner, M., Emrich, S., & Aigner, W. (2018). Visualizing Text Data in Space and Time to Augment a Political News Broadcast on a Second Screen. 9th International Conference on Information Visualization Theory and Applications (IVAPP 2018).
Rottermanner, G., Wagner, M., Kalteis, M., Iber, M., Judmaier, P., Aigner, W., Settgast, V., & Eggeling, E. (2018). Low-Fidelity Prototyping for the Air Traffic Control Domain. Mensch Und Computer 2018 - Workshopband, 605–614.
Thür, N., Wagner, M., Schick, J., Niederer, C., Eckel, J., Luh, R., & Aigner, W. (2017). A Bigram Supported Generic Knowledge-Assisted Malware Analysis System: BiG2-KAMAS. Proceedings of the 10th Forum Media Technology 2017, 107–115.
Schick, J., Wagner, M., Thür, N., Niederer, C., Rottermanner, G., Tavolato, P., & Aigner, W. (2017). Rule Creation in a Knowledge-assisted Visual Analytics Prototype for Malware Analysis. Proceedings of the 10th Forum Media Technology 2017, 116–123.
Grassinger, F., Doppler, J., Wagner, M., & Aigner, W. (2017). LifeStream: Design and prototypical implementation of a monitoring system for dispatch life support. Proceedings of the 10th Forum Media Technology 2017, 41–45.
Rottermanner, G., Wagner, M., Settgast, V., Grantz, V., Iber, M., Kriegshaber, U., Aigner, W., Judmaier, P., & Eggeling, E. (2017). Requirements Analysis & Concepts for Future European Air Traffic Control Systems. Workshop Vis in Practice - Visualization Solutions in the Wild, IEEE VIS 2017.
Thür, N., Wagner, M., Schick, J., Niederer, C., Eckel, J., Luh, R., & Aigner, W. (2017). BiG2-KAMAS: Supporting Knowledge-Assisted Malware Analysis with Bi-Gram Based Valuation. Poster of the 14th Workshop on Visualization for Cyber Security (VizSec).
Schick, J., Wagner, M., Thür, N., Niederer, C., Rottermanner, G., Tavolato, P., & Aigner, W. (2017). Supporting Knowledge-assisted Rule Creation in a Behavior-based Malware Analysis Prototype. Poster of the 14th Workshop on Visualization for Cyber Security (VizSec).
Blumenstein, K., Niederer, C., Wagner, M., Pfersmann, W., Seidl, M., & Aigner, W. (2017). Visualizing Spatial and Time-Oriented Data in a Second Screen Application. Proceedings of the 19th International Conference on Human-Computer Interaction with Mobile Devices and Services.
Rind, A., Haberson, A., Blumenstein, K., Niederer, C., Wagner, M., & Aigner, W. (2017). PubViz: Lightweight Visual Presentation of Publication Data. In B. Kozlíková, T. Schreck, & T. Wischgoll (Eds.), Proc. Eurographics Conf. Visualization (EuroVis) – Short Paper (pp. 169–173). EuroGraphics.
Wagner, M. (2017). Integrating Explicit Knowledge in the Visual Analytics Process [PhD Thesis, Vienna University of Technology].
Luh, R., Schramm, G., Wagner, M., & Schrittwieser, S. (2017). Sequitur-based Inference and Analysis Framework for Malicious System Behavior. First International Workshop on Formal Methods for Security Engineering.
Wagner, M., Sacha, D., Rind, A., Fischer, F., Luh, R., Schrittwieser, S., Keim, D. A., & Aigner, W. (2017). Visual Analytics: Foundations and Experiences in Malware Analysis. In L. B. Othmane, M. G. Jaatun, & E. Weippl (Eds.), Empirical Research for Software Security: Foundations and Experience (pp. 139–171). CRC/Taylor and Francis.
Federico, P., Wagner, M., Rind, A., Amor-Amorós, A., Miksch, S., & Aigner, W. (2017). The Role of Explicit Knowledge: A Conceptual Model of Knowledge-Assisted Visual Analytics. IEEE Conference on Visual Analytics Science and Technology (VAST), 92–103.
Wagner, M., Rind, A., Thür, N., & Aigner, W. (2017). A knowledge-assisted visual malware analysis system: design, validation, and reflection of KAMAS. Computers & Security, 67, 1–15.
Rind, A., Federico, P., Gschwandtner, T., Aigner, W., Doppler, J., & Wagner, M. (2017). Visual Analytics of Electronic Health Records with a Focus on Time. In G. Rinaldi (Ed.), New Perspectives in Medical Records: Meeting the Needs of Patients and Practitioners (pp. 65–77). Springer.
Kromer, L., Wagner, M., Blumenstein, K., Rind, A., & Aigner, W. (2016). Performance Comparison between Unity and D3.js for Cross-Platform Visualization on Mobile Devices. Proceedings of the 9th Forum Media Technology 2016, 47–52.
Blumenstein, K., Niederer, C., Wagner, M., Schmiedl, G., Rind, A., & Aigner, W. (2016). Evaluating Information Visualization on Mobile Devices: Gaps and Challenges in the Empirical Evaluation Design Space. Proceedings of 2016 Workshop on Beyond Time And Errors: Novel Evaluation Methods For Visualization, 125–132.
Wagner, M., Blumenstein, K., Rind, A., Seidl, M., Schmiedl, G., Lammarsch, T., & Aigner, W. (2016). Native Cross-platform Visualization: A Proof of Concept Based on the Unity3D Game Engine. Proceedings of International Conference on Information Visualisation (IV16), forthcoming.
Wagner, M., Rind, A., Rottermanner, G., Niederer, C., & Aigner, W. (2016). Knowledge-Assisted Rule Building for Malware Analysis. Proceedings of the 10th Forschungsforum Der Oesterreichischen Fachhochschulen.
Rind, A., Aigner, W., Wagner, M., Miksch, S., & Lammarsch, T. (2016). Task Cube: A Three-Dimensional Conceptual Space of User Tasks in Visualization Design and Evaluation. Information Visualization, 15(4), 288–300.
Blumenstein, K., Wagner, M., & Aigner, W. (2015, November 15). Cross-Platform InfoVis Frameworks for Multiple Users, Screens and Devices: Requirements and Challenges. DEXiS 2015 Workshop on Data Exploration for Interactive Surfaces. Workshop in Conjunction Wirth ACM ITS"15.
Wagner, M., Blumenstein, K., Wieländer, U., & Judmaier, P. (2015). Genderorientierter Informatikunterricht: Plattformübergreifende Spieleentwicklung mit Unity3D. In J. Haag, J. Weißenböck, W. Gruber, & C. F. Freisleben-Teutscher (Eds.), Game Based Learning - Dialogorientierung & spielerisches Lernen digital und analog: Beiträge zum 4. Tag der Lehre an der FH St.Pölten am 15.10. 2015 (pp. 23–32). ikon Verlag.
Blumenstein, K., Wagner, M., Aigner, W., von Suess, R., Prochaska, H., Püringer, J., Zeppelzauer, M., & Sedlmair, M. (2015). Interactive Data Visualization for Second Screen Applications: State of the Art and Technical Challenges. In H.-J. Schulz, B. Urban, & U. Freiherr von Lukas (Eds.), Proceedings of the International Summer School on Visual Computing (pp. 35–48). Frauenhoferverlag.
Wagner, M., Aigner, W., Haberson, A., & Rind, A. (2015, April). Literature review in visual analytics for malware pattern analysis. Proceedings of the 9th Forschungsforum Der Österreichischen Fachhochschulen.
Wagner, M. (2015, March). Integrating Explicit Knowledge in the Visual Analytics Process. Doctoral Consortium on Computer Vision, Imaging and Computer Graphics Theory and Applications (DCVISIGRAPP 2015).
Wagner, M., Fischer, F., Luh, R., Haberson, A., Rind, A., Keim, D. A., & Aigner, W. (2015). A Survey of Visualization Systems for Malware Analysis. In R. Borgo, F. Ganovelli, & I. Viola (Eds.), Eurographics Conference on Visualization (EuroVis) - STARs (pp. 105–125). The Eurographics Association.
Wagner, M., Aigner, W., Rind, A., Dornhackl, H., Kadletz, K., Luh, R., & Tavolato, P. (2014). Problem Characterization and Abstraction for Visual Analytics in Behavior-Based Malware Pattern Analysis. In L. Harrison (Ed.), Proceedings of the Eleventh Workshop on Visualization for Cyber Security (pp. 9–16). ACM.
Rind, A., Aigner, W., Wagner, M., Miksch, S., & Lammarsch, T. (2014). User Tasks for Evaluation: Untangling the Terminology Throughout Visualization Design and Development. In H. Lam, P. Isenberg, T. Isenberg, & M. Sedlmair (Eds.), Proceedings of the Fifth Workshop on Beyond Time and Errors: Novel Evaluation Methods for Visualization (pp. 9–15). ACM.
Wagner, M. (2013). Parallelisierte Simulation einer Flüssigkeitsoberfläche mittels Masse-Feder-Systemen [Master"s Thesis]. Fachhochschule Technikum Wien.
Wagner, M. (2013). Simulation mittels Masse-Feder-Systemen: Parallelisierte Simulation einer Flüssigkeitsoberfläche mittels Masse-Feder-Systemen. AV Akademikerverlag.