Cluster of Excellence Internet of Production
As the basis for the transfer of Aachen production technology into the age of the fourth industrial revolution, the next important milestone for the further creation of application-oriented and innovative solutions in the field of production technology is now on the agenda of the new Cluster. The IoP offers real-time, secure information availability of all relevant data at any time, at any place and is regarded as the core of industry 4.0. In this way, the IoP paves the way for a new era of production.
Research staff
- Arnab Chakrabarti, M.Sc.
- Lars Gleim, M. Sc.
- Prof. Dr. Matthias Jarke
- Johannes Theissen-Lipp, M.Sc.
- Soo-Yon Kim, M. Sc.
Former staff
Job openings
Theses
- Ontologies and Model-Driven Software Engineering of Information Systems (Open)
- A Peer-to-Peer Service Framework With WebAssembly (Running)
- A Web-Based Best Practice Exchange Platform for the Shop Floor (Running)
- Definition von Use Cases einer semantischen Wissensstruktur für die Layoutplanung (Running)
- Dynamic Visual Analytics Pipeline Processing With WebAssembly (Running)
- Evaluation of a Property Recommender for Wikidata (Running)
- Informationsmapping in Fabriklayouts zur aktiven Planungsunterstützung mit Hilfe von Technologien aus dem Semantic Web (Running)
- Model-Based View Extraction With GraphQL (Running)
- Retrofitting Industrial Machines on the Edge With WebAssembly (2021)
- Reliable Data Immutability in an Internet of Production (2021)
- User-friendly Tracking of Manufacturing Processes Provenance (2021)
- Authenticity, Integrity and Trust for Data Reuse in Resource Oriented Architectures (2021)
- Celsius or Fahrenheit? Extracting Ontologies from OPC UA for a Plastic Processing Use-Case (2021)
- Batch Recommender for Fast Ontology Prototyping (2021)
- Automatic Provenance Generation for Serverless Computing (2020)
- Autonomous Planning of Industrial Processes for the Internet of Production (2020)
- LD-FUSE: A Filesystem in Userspace for the Linked Data Platform (2020)
- Integrating Semantic Web Concepts Into an RPC Framework (2020)
- Messung der Oberflächenqualität von Vliesflor mittels Feature Extraction (2020)
- Automatic HyperGraphQL Bootstrapping for Triplestores (2020)
- Personalizing the User Interface of Requirements Bazaar (2020)
- Automated Semantic Data Labeling using Deep Learning (2019)
- Feature Clustering and Visualization of High Dimensional Data using Clique Cover Theory (2019)
- A Distributed Data Revisioning System for the Internet of Production ()
- An Extensible Web Interface for Linked Data Platform Servers ()
- Predictive Modelling for High Pressure Die Casting Processes Using High Dimensional Feature Selection ()
- A Visualization Recommendation Tool for Production Systems ()
- A Neural Network Model for Visualization Recommendation System ()
Publications
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Managing Versioned Web Resources in the File System
Leon Müller, Lars Gleim
Published in Proceedings of the 21th International Conference on Web Engineering, ICWE 2021
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LISSU: Integrating Semantic Web Concepts Into SOA Frameworks
Johannes Theissen-Lipp, Siyabend Sakik, Moritz Kröger, Stefan Decker
Published in Proceedings of the 23rd International Conference on Enterprise Information Systems 2021
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Capturing Provenance Information in the File System
Lars Gleim, Leon Müller, Florian Brillowski, Stefan Decker
Published in Companion Proceedings of SEMANTiCS 2021 EU, September 6-9, 2021, Amsterdam
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Unsupervised Feature Selection for Efficient Exploration of High Dimensional Data
Arnab Chakrabarti, Abhijeet Das, Michael Cochez, Christoph Quix
Published in 25th European Conference on Advances in Databases and Information Systems (ADBIS2021)
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Data Reliability and Trustworthiness through Digital Transmission Contracts
Simon Mangel, Lars Gleim, Jan Pennekamp, Klaus Wehrle, Stefan Decker
Published in Proceedings of the 18th Extended Semantic Web Conference 2021
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Towards a Continuously Improving Composites Manufacturing by Employing the Internet of Production
Florian Brillowski, Lars Gleim, Martin Liebenberg, Thomas Schemmer, Liam Tirpitz, Stefan Decker, Gerhard Lakemeyer, Martina Ziefle, Christoph Greb, T. Gries
Published in CAMX Conference Proceedings. Dallas, TX, October 19-21, 2021
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Towards a Rule-Based Visualization Recommendation System
Arnab Chakrabarti, Farhad Ahmad, Christoph Quix
Published in 13th International Conference on Knowledge Discovery and Information Retrieval (KDIR 2021)
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Towards Easy Vocabulary Drafts with Neologism 2.0
Johannes Theissen-Lipp, Lars Gleim, Michael Cochez, Iraklis Dimitriadis, Hussain Ali, Daniel Hoppe Alvarez, Christoph Lange, Stefan Decker
Published in Proceedings of the 18th Extended Semantic Web Conference 2021
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HTTP Extensions for the Management of Highly Dynamic Data Resources
Lars Gleim, Liam Tirpitz, Stefan Decker
Published in Proceedings of the 18th Extended Semantic Web Conference 2021
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FactStack: Interoperable Data Management and Preservation for the Web and Industry 4.0
Lars Gleim, Jan Pennekamp, Liam Tirpitz, Sascha Welten, Florian Brillowski, Stefan Decker
Published in Proceedings of the 19th Symposium for Database Systems for Business, Technology and Web
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Towards Easy Reusability in the Semantic Web
Published in Advances in Pattern-Based Ontology Engineering
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Efficient Modeling of Digital Shadows for Production Processes: A Case Study for Quality Prediction in High Pressure Die Casting Processes
Arnab Chakrabarti, Ravi Prasanna Sukumar, Matthias Jarke, Maximilian Rudack, Paul Buske, Carlo Holly
Published in 8th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2021)
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A Visualization System for High Dimensional Data Streams using Complex Event Processing
Arnab Chakrabarti, Tanuj Kulshrestha, Christoph Quix
Published in Information Visualization of Geospatial Networks, Flows and Movement(MoVIS2020) held in conjugation with IEEE VIS2020
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Timestamped URLs as Persistent Identifiers
Published in Proceedings of the 6th Workshop on Managing the Evolution and Preservation of the Data Web (MEPDaW 2020) at ISWC'20, November 2-3 2020
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Expressing FactDAG Provenance with PROV-O
Lars Gleim, Liam Tirpitz, Jan Pennekamp, Stefan Decker
Published in Proceedings of the 6th Workshop on Managing the Evolution and Preservation of the Data Web (MEPDaW 2020) at ISWC'20, November 2-3 2020
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Open Challenges for the Management and Preservation of Evolving Data on the Web
Published in Proceedings of the 6th Workshop on Managing the Evolution and Preservation of the Data Web (MEPDaW 2020) at ISWC'20, November 2-3 2020
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Towards Reusability in the Semantic Web: Decoupling Identifiers, Structure, and Reasoning
Published in Proceedings of the 11th Workshop on Ontology Design and Patterns (WOP 2020) at ISWC'20, November 2-3 2020
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FactDAG: Formalizing Data Interoperability in an Internet of Production
Lars Gleim, Jan Pennekamp, Martin Liebenberg, Melanie Buchsbaum, Philipp Niemietz, Simon Knape, Alexander Epple, Simon Storms, Daniel Trauth, Thomas Bergs, Christian Brecher, Stefan Decker, Gerhard Lakemeyer, Klaus Wehrle
Published in IEEE Internet of Things Journal
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An Agricultural Data Platform iStar Model
Stefan Braun, István Koren, Marc Van Dyck, Matthias Jarke
Published in Proceedings of the Thirteenth International iStar Workshop co-located with 28th IEEE International Requirements Engineering Conference (RE 2020)
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Poster: FactStack - Interoperable Data Management and Preservation for the Web and Industry 4.0
Published in RDA 16th Plenary Meeting - Poster Sessions
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Automatic Bootstrapping of GraphQL Endpoints for RDF Triple Stores
Lars Gleim, Tim Holzheim, István Koren, Stefan Decker
Published in Proceedings of the 4th Workshop on Storing, Querying, and Benchmarking the Web of Data (QuWeDa 2020) at ISWC'20, November 2-3 2020
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Towards an Infrastructure Enabling the Internet of Production
Jan Pennekamp, René Glebke, Tobias Meisen, Christoph Quix, Rihan Hai, Lars Gleim, Philipp Niemietz, Maximilian Rudack, Simon Knape, Alexander Epple, Daniel Trauth, Uwe Vroomen, Thomas Bergs, Christian Brecher, Andreas Buhrig-Polaczek, Matthias Jarke, Klaus Wehrle
Published in Proceedings of the 2nd IEEE International Conference on Industrial Cyber-Physical Systems (ICPS '19), May 6-9, 2019, Taipei, TW , page 31-37. Publisher: IEEE, May 2019
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Security Considerations for Collaborations in an Industrial IoT-based Lab of Labs
Jan Pennekamp, Markus Dahlmanns, Lars Gleim, Stefan Decker, Klaus Wehrle
Published in Proceedings of the 3rd IEEE Global Conference on Internet of Things (GCIoT '19), December 4–7, 2019, Dubai, United Arab Emirates Publisher: IEEE, December 2019
Keynote Talk on Software Engineering Perspectives 