Dominik Fuchß, M.Sc.
- Researcher
- Office Hours: please make an appointment via e-mail
- Room: 245
CS 50.34 - Phone: +49 721 608-47381
- dominik fuchss ∂does-not-exist.kit edu
Chair Prof. Koziolek
KASTEL - Institute of Information Security and Dependability
Karlsruhe Institute of Technology (KIT)
Am Fasanengarten 5
76131 Karlsruhe, Germany
Who Am I
I'm a researcher at KIT since 2020. In my research I'm dealing with the connection of formal [ dt. formellen ] artifacts like digital architecture models (e.g., Palladio Component Models) and informal artifacts (e.g., sketches / diagrams in Software Architecture Documentation).
Connectivity
| 0000-0001-6410-6769 | [m] ∂ys0704:kit.edu |
| GitHub |
Research
My overall goal is the utilization of informal sketches and diagrams for automatic traceability link recovery (TLR) and consistency checking during agile software development processes. In 2021, I presented the overall idea of my studies on ECSA Doctoral Symposium. This publication can help students who want to do their final thesis with me to get first insights about my research. You can find open theses and positions in the SDQ Wiki.
My research area and interests summarized in a short listing:
- Natural Language Processing & Sketch-/Diagram Recognition
- Traceability Link Recovery
- Consistency between formal [dt. formell ] and informal artifacts
- Agile Modeling
Development
During my research and teaching I'm involved in several development projects. A small excerpt is shown below.
- Member of the Main Development Team of ArDoCo
- Administrator of our Artemis infrastructure (including GitLab and Jenkins instances) that is used for the Programming Lecture, SWE I, and more lectures
- Product Owner of our Eclipse Artemis Plugin and other tools within kit-sdq
- Member of the Maintainer Team of JPlag
| Title | Short Description |
|---|---|
| ArDoCo | The goal of this project is to connect architecture documentation and models while identifying missing or deviating elements (inconsistencies). |
| Software-Defined Car | The project partners of the SofDCar Alliance are focussing their research on the challenges of future E/E & SW architecture in vehicles. Each vehicle is seen as one piece in a network of all vehicles, and the infrastructure. Its integration will be enabled via “data loops” andnew-type “digital twins”, thereby paving the path to digital sustainability (of today’s and tomorrow’s vehicle generations) and enabling efficient data structures and innovative use cases throughout the whole vehicle lifetime (Re-Deployment). This project is part of a government-sponsored research program. It is sponsored by the German Federal Ministry for Economics Affairs and Climate Action (BMWK). |
| uDevOps | An H2020 Research and Innovation Staff Exchange (RISE) project: During 4 years the 6 partners will work together to promote research, development and intense knowledge/skills exchange to foster towards key advances in the µDevOps SQA field. |
Curriculum Vitae (CV)
| Education and Profession | |
| since 12/2020 | Researcher at MCSE / KASTEL |
| 10/2018 - 08/2020 | Development Specialist at Education Support Centre Deutschland GmbH |
| 04/2018 - 10/2020 | Studies of Informatics (M.Sc.) |
| 04/2017 - 07/2020 | Student Assistant at ARE / IPD |
| 10/2014 - 02/2018 | Studies of Informatics (B.Sc.) |
| 2014 | Abitur at Kant-Gymnasium, Karlsruhe |
| Teaching Activities during my Studies | |
| Summer Term 2020 | Teaching Assistant Software Engineering 1 |
| Summer Term 2019 | Teaching Assistant Software Engineering 1 |
| Summer Term 2018 | Teaching Assistant Software Engineering 1 |
| Summer Term 2017 | Teaching Assistant Software Engineering 1 |
| Winter Term 2016/17 | Teaching Assistant Programming |
| Summer Term 2016 | Teaching Assistant Software Engineering 1 |
| Winter Term 2015/16 | Teaching Assistant Programming |
Publications
Conference Papers
2024
Modeling Languages for Automotive Digital Twins : A Survey Among the German Automotive Industry
Pfeiffer, J.; Fuchß, D.; Kühn, T.; Liebhart, R.; Neumann, D.; Neimöck, C.; Seiler, C.; Koziolek, A.; Wortmann, A.
2024. MODELS ’24: Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems. Ed.: A. Egyed, 92–103, Association for Computing Machinery (ACM). doi:10.1145/3640310.3674100
Pfeiffer, J.; Fuchß, D.; Kühn, T.; Liebhart, R.; Neumann, D.; Neimöck, C.; Seiler, C.; Koziolek, A.; Wortmann, A.
2024. MODELS ’24: Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems. Ed.: A. Egyed, 92–103, Association for Computing Machinery (ACM). doi:10.1145/3640310.3674100
Detecting Inconsistencies in Software Architecture Documentation Using Traceability Link Recovery
Keim, J.; Corallo, S.; Fuchß, D.; Koziolek, A.
2024. Software Engineering 2024 (SE 2024). Ed.: R. Rabiser, 119–120, Gesellschaft für Informatik e.V. doi:10.18420/sw2024_37
Keim, J.; Corallo, S.; Fuchß, D.; Koziolek, A.
2024. Software Engineering 2024 (SE 2024). Ed.: R. Rabiser, 119–120, Gesellschaft für Informatik e.V. doi:10.18420/sw2024_37
Recovering Trace Links Between Software Documentation And Code
Keim, J.; Corallo, S.; Fuchß, D.; Hey, T.; Telge, T.; Koziolek, A.
2024. ICSE ’24: Proceedings of the IEEE/ACM 46th International Conference on Software Engineering. Ed.: A. Paiva, Art.-Nr.: 215, Association for Computing Machinery (ACM). doi:10.1145/3597503.3639130
Keim, J.; Corallo, S.; Fuchß, D.; Hey, T.; Telge, T.; Koziolek, A.
2024. ICSE ’24: Proceedings of the IEEE/ACM 46th International Conference on Software Engineering. Ed.: A. Paiva, Art.-Nr.: 215, Association for Computing Machinery (ACM). doi:10.1145/3597503.3639130
2023
Detecting Inconsistencies in Software Architecture Documentation Using Traceability Link Recovery
Keim, J.; Corallo, S.; Fuchß, D.; Koziolek, A.
2023. 20th IEEE International Conference on Software Architecture (ICSA), 141–152, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSA56044.2023.00021
Keim, J.; Corallo, S.; Fuchß, D.; Koziolek, A.
2023. 20th IEEE International Conference on Software Architecture (ICSA), 141–152, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSA56044.2023.00021
Establishing a Benchmark Dataset for Traceability Link Recovery Between Software Architecture Documentation and Models
Fuchß, D.; Corallo, S.; Keim, J.; Speit, J.; Koziolek, A.
2023. Software Architecture. ECSA 2022 Tracks and Workshops, Prague, Czech Republic, September 19–23, 2022, Revised Selected Papers. Ed.: T. Batista, 455–464, Springer International Publishing. doi:10.1007/978-3-031-36889-9_30
Fuchß, D.; Corallo, S.; Keim, J.; Speit, J.; Koziolek, A.
2023. Software Architecture. ECSA 2022 Tracks and Workshops, Prague, Czech Republic, September 19–23, 2022, Revised Selected Papers. Ed.: T. Batista, 455–464, Springer International Publishing. doi:10.1007/978-3-031-36889-9_30
Evaluation Methods and Replicability of Software Architecture Research Objects
Konersmann, M.; Kaplan, A.; Kühn, T.; Heinrich, R.; Koziolek, A.; Reussner, R.; Jurjens, J.; al-Doori, M.; Boltz, N.; Ehl, M.; Fuchß, D.; Groser, K.; Hahner, S.; Keim, J.; Lohr, M.; Saglam, T.; Schulz, S.; Toberg, J.-P.
2023. Software Engineering 2023 : Fachtagung des GI-Fachbereichs Softwaretechnik : 20.-24. Februar 2023 Paderborn. Ed.: G. Engels; M. Tichy, 75–76, Gesellschaft für Informatik (GI)
Konersmann, M.; Kaplan, A.; Kühn, T.; Heinrich, R.; Koziolek, A.; Reussner, R.; Jurjens, J.; al-Doori, M.; Boltz, N.; Ehl, M.; Fuchß, D.; Groser, K.; Hahner, S.; Keim, J.; Lohr, M.; Saglam, T.; Schulz, S.; Toberg, J.-P.
2023. Software Engineering 2023 : Fachtagung des GI-Fachbereichs Softwaretechnik : 20.-24. Februar 2023 Paderborn. Ed.: G. Engels; M. Tichy, 75–76, Gesellschaft für Informatik (GI)
2022
Replication Package of "Evaluation Methods and Replicability of Software Architecture Research Objects"
Konersmann, M.; Kaplan, A.; Kuhn, T.; Heinrich, R.; Koziolek, A.; Reussner, R.; Jurjens, J.; Al-Doori, M.; Boltz, N.; Ehl, M.; Fuchß, D.; Groser, K.; Hahner, S.; Keim, J.; Lohr, M.; Saglam, T.; Schulz, S.; Toberg, J.-P.
2022. ICSA 2022 – Journal First Track Papers: 2022 IEEE 19th International Conference on Software Architecture Companion (ICSA-C), 58, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSA-C54293.2022.00021
Konersmann, M.; Kaplan, A.; Kuhn, T.; Heinrich, R.; Koziolek, A.; Reussner, R.; Jurjens, J.; Al-Doori, M.; Boltz, N.; Ehl, M.; Fuchß, D.; Groser, K.; Hahner, S.; Keim, J.; Lohr, M.; Saglam, T.; Schulz, S.; Toberg, J.-P.
2022. ICSA 2022 – Journal First Track Papers: 2022 IEEE 19th International Conference on Software Architecture Companion (ICSA-C), 58, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSA-C54293.2022.00021
Evaluation Methods and Replicability of Software Architecture Research Objects
Konersmann, M.; Kaplan, A.; Kuhn, T.; Heinrich, R.; Koziolek, A.; Reussner, R.; Jurjens, J.; al-Doori, M.; Boltz, N.; Ehl, M.; Fuchß, D.; Groser, K.; Hahner, S.; Keim, J.; Lohr, M.; Saglam, T.; Schulz, S.; Toberg, J.-P.
2022. 2022 IEEE 19th International Conference on Software Architecture (ICSA), Honolulu, HI, USA, 12-15 March 2022, 157–168, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSA53651.2022.00023
Konersmann, M.; Kaplan, A.; Kuhn, T.; Heinrich, R.; Koziolek, A.; Reussner, R.; Jurjens, J.; al-Doori, M.; Boltz, N.; Ehl, M.; Fuchß, D.; Groser, K.; Hahner, S.; Keim, J.; Lohr, M.; Saglam, T.; Schulz, S.; Toberg, J.-P.
2022. 2022 IEEE 19th International Conference on Software Architecture (ICSA), Honolulu, HI, USA, 12-15 March 2022, 157–168, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSA53651.2022.00023
Introducing an Evaluation Method for Taxonomies
Kaplan, A.; Kühn, T.; Hahner, S.; Benkler, N.; Keim, J.; Fuchß, D.; Corallo, S.; Heinrich, R.; Corallo, S.; Heinrich, R.
2022. EASE 2022: The International Conference on Evaluation and Assessment in Software Engineering 2022. Ed.: M. Staron, 311–316, Association for Computing Machinery (ACM). doi:10.1145/3530019.3535305
Kaplan, A.; Kühn, T.; Hahner, S.; Benkler, N.; Keim, J.; Fuchß, D.; Corallo, S.; Heinrich, R.; Corallo, S.; Heinrich, R.
2022. EASE 2022: The International Conference on Evaluation and Assessment in Software Engineering 2022. Ed.: M. Staron, 311–316, Association for Computing Machinery (ACM). doi:10.1145/3530019.3535305
2021
Sketches and Natural Language in Agile Modeling
Fuchß, D.
2021. 15th European Conference on Software Architecture - Companion (ECSA-C 2021), Virtual online (originally: Växjö, Sweden), September, 13-17, 2021. Ed.: R. Heinrich, Paper-ID: 94
Fuchß, D.
2021. 15th European Conference on Software Architecture - Companion (ECSA-C 2021), Virtual online (originally: Växjö, Sweden), September, 13-17, 2021. Ed.: R. Heinrich, Paper-ID: 94
Trace Link Recovery for Software Architecture Documentation
Keim, J.; Schulz, S.; Fuchß, D.; Kocher, C.; Speit, J.; Koziolek, A.
2021. Software Architecture. Ed.: S. Biffl, 101–116, Springer-Verlag. doi:10.1007/978-3-030-86044-8_7
Keim, J.; Schulz, S.; Fuchß, D.; Kocher, C.; Speit, J.; Koziolek, A.
2021. Software Architecture. Ed.: S. Biffl, 101–116, Springer-Verlag. doi:10.1007/978-3-030-86044-8_7
2020
Context Classification in Dialog-Based Interaction
Wachtel, A.; Eurich, F.; Fuchß, D.; Tichy, W. F.
2020. 14th IEEE International Conference on Semantic Computing : February 3-5, 2020, San Diego, CA : proceedings, 185–189, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSC.2020.00038
Wachtel, A.; Eurich, F.; Fuchß, D.; Tichy, W. F.
2020. 14th IEEE International Conference on Semantic Computing : February 3-5, 2020, San Diego, CA : proceedings, 185–189, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSC.2020.00038
2019
Approaching natural conversation chatbots by interactive dialogue modelling & microsoft LUIS
Wachtel, A.; Fuchß, D.; Schulz, S.; Tichy, W. F.
2019. 2019 IEEE International Conference on Conversational Data & Knowledge Engineering (CDKE), 39–42, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CDKE46621.2019.00013
Wachtel, A.; Fuchß, D.; Schulz, S.; Tichy, W. F.
2019. 2019 IEEE International Conference on Conversational Data & Knowledge Engineering (CDKE), 39–42, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CDKE46621.2019.00013
Assessing the quality impact of features in component-based software architectures
Busch, A.; Fuchß, D.; Eckert, M.; Koziolek, A.
2019. Software Architecture: 13th European Conference, ECSA 2019, Paris, France, September 9-13, Proceedings. Ed.: T. Bures, 211–219, Springer. doi:10.1007/978-3-030-29983-5_14
Busch, A.; Fuchß, D.; Eckert, M.; Koziolek, A.
2019. Software Architecture: 13th European Conference, ECSA 2019, Paris, France, September 9-13, Proceedings. Ed.: T. Bures, 211–219, Springer. doi:10.1007/978-3-030-29983-5_14
PerOpteryx: Automated Improvement of Software Architectures
Busch, A.; Fuchß, D.; Koziolek, A.
2019. IEEE International Conference on Software Architecture (ICSA 2019), Hamburg, 25.-29. März 2019. Tool Demo Track, 162–165. doi:10.1109/ICSA-C.2019.00036
Busch, A.; Fuchß, D.; Koziolek, A.
2019. IEEE International Conference on Software Architecture (ICSA 2019), Hamburg, 25.-29. März 2019. Tool Demo Track, 162–165. doi:10.1109/ICSA-C.2019.00036
Natural Language Data Queries on Multiple Heterogenous Data Sources
Wachtel, A.; Fuchß, D.; Przybylla, M.; Tichy, W. F.
2019. End-User Development: 7th International Symposium, IS-EUD 2019, Hatfield, UK, July 10–12, 2019, Proceedings. Ed.: A. Malizia, 174–182, Springer. doi:10.1007/978-3-030-24781-2_13
Wachtel, A.; Fuchß, D.; Przybylla, M.; Tichy, W. F.
2019. End-User Development: 7th International Symposium, IS-EUD 2019, Hatfield, UK, July 10–12, 2019, Proceedings. Ed.: A. Malizia, 174–182, Springer. doi:10.1007/978-3-030-24781-2_13
Reports/Preprints
2023
An Expert Survey on the Use of Informal Models in the Automotive Industry
Fuchß, D.; Kühn, T.; Wortmann, A.; Pfeiffer, J.; Koziolek, A.
2023. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000162389
Fuchß, D.; Kühn, T.; Wortmann, A.; Pfeiffer, J.; Koziolek, A.
2023. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000162389
A Formalized Classification Schema for Model Consistency
Kühn, T.; Fuchß, D.; Corallo, S.; König, L.; Burger, E.; Keim, J.; Mazkatli, M.; Sağlam, T.; Reiche, F.; Koziolek, A.; Reussner, R.
2023. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000161127
Kühn, T.; Fuchß, D.; Corallo, S.; König, L.; Burger, E.; Keim, J.; Mazkatli, M.; Sağlam, T.; Reiche, F.; Koziolek, A.; Reussner, R.
2023. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000161127
2022
Establishing a Benchmark Dataset for Traceability Link Recovery between Software Architecture Documentation and Models
Fuchß, D.; Corallo, S.; Keim, J.; Speit, J.; Koziolek, A.
2022. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000151962
Fuchß, D.; Corallo, S.; Keim, J.; Speit, J.; Koziolek, A.
2022. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000151962
Introducing an Evaluation Method for Taxonomies
Kaplan, A.; Kühn, T.; Hahner, S.; Benkler, N.; Keim, J.; Fuchß, D.; Corallo, S.; Heinrich, R.
2022. Association for Computing Machinery (ACM). doi:10.5445/IR/1000145968
Kaplan, A.; Kühn, T.; Hahner, S.; Benkler, N.; Keim, J.; Fuchß, D.; Corallo, S.; Heinrich, R.
2022. Association for Computing Machinery (ACM). doi:10.5445/IR/1000145968
Research Data
2024
Replication Package for ICSE24 paper "Recovering Trace Links Between Software Documentation And Code"
Keim, J.; Corallo, S.; Fuchß, D.; Hey, T.; Telge, T.; Koziolek, A.
2024. doi:10.5281/zenodo.10411853
Keim, J.; Corallo, S.; Fuchß, D.; Hey, T.; Telge, T.; Koziolek, A.
2024. doi:10.5281/zenodo.10411853
2023
Replication Package: An Expert Survey on the Use of Informal Models in the Automotive Industry
Fuchß, D.; Kühn, T.; Pfeiffer, J.; Wortmann, A.; Koziolek, A.
2023. doi:10.5281/zenodo.8199850
Fuchß, D.; Kühn, T.; Pfeiffer, J.; Wortmann, A.; Koziolek, A.
2023. doi:10.5281/zenodo.8199850
2022
Master's Theses
2020
Assessing Hypotheses in Multi-Agent Systems for Natural Language Processing. master’s thesis
Fuchß, D.
2020, October 29. doi:10.5445/IR/1000126806
Fuchß, D.
2020, October 29. doi:10.5445/IR/1000126806
Supervised Theses
Bachelor's Theses
Traceability Link Recovery und Inkonsistenzerkennung zwischen Modellen und informellen Diagrammen mithilfe struktureller Eigenschaften. bachelor’s thesis
Mathes, J. P.
2023. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000167656
Mathes, J. P.
2023. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000167656
Traceability Link Recovery for Relations in Natural Language Software Architecture Documentation and Software Architecture Models. bachelor’s thesis
Ye, J.
2023. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000167655
Ye, J.
2023. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000167655
Ein Ansatz zur Traceability Link Recovery für natürlichsprachliche Software-Dokumentation und Quelltext. bachelor’s thesis
Steinbuch, D.
2023. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000167654
Steinbuch, D.
2023. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000167654
Using Large Language Models To Analyze Software Architecture Documentation. bachelor’s thesis
Schöppner, R.
2023, September 29. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000165891
Schöppner, R.
2023, September 29. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000165891
Entity Recognition in Software Documentation Using Trace Links to Informal Diagrams. bachelor’s thesis
Reinbold, F.
2023, October 5. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000165275
Reinbold, F.
2023, October 5. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000165275
Entity Linking für Softwarearchitektur Dokumentation. bachelor’s thesis
Klaus, P. D.
2022, October 10. doi:10.5445/IR/1000152122
Klaus, P. D.
2022, October 10. doi:10.5445/IR/1000152122
Ein Datensatz handgezeichneter UML-Klassendiagramme für maschinelle Lernverfahren. bachelor’s thesis
Schumacher, P. N.
2021. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000146736
Schumacher, P. N.
2021. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000146736
Student Research Projects
Retrieval-Augmented Large Language Models. student research project
Tewes, S.
2024. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000170392
Tewes, S.
2024. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000170392