Prof. Dr. Matthias Jarke

Contact Information

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Theses

• A Peer-to-Peer Service Framework With WebAssembly (Running)
• A Recommender System for Decentralized Question-Based Dialog (Running)
• A Web-Based Best Practice Exchange Platform for the Shop Floor (Running)
• Data Analysis of Micromobility in the City of Aachen (Running)
• Detecting Appliances and Faults in Appliances based on Power Usage Data (Running)
• Improving passenger demand predictions for public transport with long-term forecasts and real-time occupancy data (Running)
• Integrating the Interaction Flow Modeling Language Into The Community Application Editor (Running)
• Model-Based View Extraction With GraphQL (Running)
• Recognition of Anomalous Behavior in the Context of Access Control System (Running)
• Text Mining Techniques for Student Assessments (Running)

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Publications

2021

• Felix Schwinger, Clemens Frohnhofen, Jonas Wernz, Stefan Braun, Matthias Jarke

  Combining Profile Similarity and Kalman Filter for Real-World Applicable Short-Term Bus Travel Time Prediction

• Felix Schwinger, Ralf Philipsen, Simon Himmel, Matthias Jarke, Martina Ziefle

  On the Integration of Shared Autonomous Mobility on Demand in Mobility Service Platforms

• Arnab Chakrabarti, Ravi Prasanna Sukumar, Matthias Jarke, Maximilian Rudack, Paul Buske, Carlo Holly

  Efficient Modeling of Digital Shadows for Production Processes: A Case Study for Quality Prediction in High Pressure Die Casting Processes

  Published in 8th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2021)

• Nishit Gajjar, Vinoth Pandian Sermuga Pandian, Sarah Suleri, Matthias Jarke

  Akin: Generating UI Wireframes From UI Design Patterns Using Deep Learning

  Published in IUI '21: 26th International Conference on Intelligent User Interfaces, College Station, TX, USA, April 13-17, 2021, Companion. ACM 2021, ISBN 978-1-4503-8018-8

• Vinoth Pandian Sermuga Pandian, Sarah Suleri, Matthias Jarke

  SynZ: Enhanced Synthetic Dataset for Training UI Element Detectors

  Published in IUI '21: 26th International Conference on Intelligent User Interfaces, College Station, TX, USA, April 13-17, 2021, Companion.

• M. Koubarakis, A. Borgida, P. Constantopoulos, M. Doerr, Matthias Jarke, Manfred Jeusfeld, J. Mylopoulos, D. Plexousakis

  A retrospective on Telos as a metamodeling language for requirements engineering

  Published in Requirements Engineering (2021)

• Soliha Rahman, Vinoth Pandian Sermuga Pandian, Matthias Jarke

  RUITE: Refining UI Layout Aesthetics Using Transformer Encoder

  Published in IUI '21: 26th International Conference on Intelligent User Interfaces, College Station, TX, USA, April 13-17, 2021, Companion.

• Vinoth Pandian Sermuga Pandian, Sarah Suleri, Matthias Jarke

  UISketch – a large-scale dataset of UI element sketches

  Published in CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (Yokohama 2021)

• Sandra Geisler, Maria-Esther Vidal, Cinzia Cappielle, Bernadette Farias Loscio, Avigdor Gal, Matthias Jarke, Maurizio Lenzerini, Paolo Missier, Boris Otto, Elda Paja, Barbara Pernici, Jakob Rehof

  Knowledge-driven data ecosystems towards data transparency

  Published in To be published in ACM Journal of Data and and Information Quality

• Cornel Klein, Matthias Jarke, Markus Helfert

  Proceedings of the 10th International Conference on Smart Cities and Green ICT Systems

  Published in Proceedings of the 10th International Conference on Smart Cities and Green ICT Systems, SMARTGREENS 2021.

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