Publications

This website only contains publications that have been produced within the framework of this group. For a detailed bibliography of the individual members see here or there.

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2025

Dörpinghaus, Jens; Tiemann, Michael; Helmrich, Robert

Modeling and optimizing flow networks with several constrains using sequential dynamical systems Proceedings Article

In: Bolanowski, Marek; Ganzha, Maria; Maciaszek, Leszek; Paprzycki, Marcin; Slezak, Dominik (Ed.): Communication Papers of the 20th Conference on Computer Science and Intelligence Systems (FedCSIS), pp. 55-62, PTI, 2025.

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Reiser, Thomas; textbfDörpinghaus, Jens; Tiemann, Michael

Detecting Occupations in German Texts: Challenges and Data Miscellaneous

2025.

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Dörpinghaus, Jens; Tiemann, Michael

Do LLMs dream of antique hermeneutics? Critical remarks on automated text interpretation Proceedings Article

In: Bolanowski, Marek; Ganzha, Maria; Maciaszek, Leszek; Paprzycki, Marcin; Slezak, Dominik (Ed.): Proceedings of the 20th Conference on Computer Science and Intelligence Systems (FedCSIS), pp. 691-696, PTI, 2025.

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Dorau, Ralf; Hein, Kristine; textbfDörpinghaus, Jens; Tiemann, Michael

Automated classification of German job titles according to KldB: Challenges and novel methods Miscellaneous

2025, (Accepted at DAI-EaR’25 at Informatik 2025).

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textbfDörpinghaus Michael Tiemann, Jens

Occupations and Education in X Data: How representative is the data? Miscellaneous

2025, (Accepted at DAI-EaR’25 at Informatik 2025).

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Hein, Kristine; Tiemann, Michael; textbfDörpinghaus, Jens

Talking about tasks or just sharing job offers? A case study on job-related tweets Miscellaneous

2025, (Accepted at DAI-EaR’25 at Informatik 2025).

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Gassner, Michelle; Tiemann, Michael; textbfDörpinghaus, Jens

An empirical analysis of incentive structures in German online job advertisements using a topic modeling approach. Miscellaneous

2025, (Accepted at DAI-EaR’25 at Informatik 2025).

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Reiser, Thomas; textbfDörpinghaus, Jens; Steiner, Petra; Tiemann, Michael

Linking vocational archive data using an occupations and educations centric ontology Proceedings Article

In: Proceedings of the Joint Workshop on Humanities-Centred Artificial Intelligence and Formal & Cognitive Reasoning co-located with 48th German Conference on Artificial Intelligence, pp. 6–15, 2025.

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2024

Tiemann, Michael; textbfDörpinghaus, Jens; Shivashankar, Venkatesh Hariharapura

An analysis of Computer Science in OJAs with a dual-lingual ontology approach Book Section

In: INFORMATIK 2024, pp. 2047–2058, Gesellschaft für Informatik e.V., Bonn, 2024.

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Mangroliya, Meetkumar Pravinbhai; textbfDörpinghaus, Jens; Rockenfeller, Robert

Towards the analysis of errors in centrality measures in perpetuated networks Proceedings Article

In: 19th Conference on Computer Science and Intelligence Systems (FedCSIS), pp. 417-428, 2024.

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Reiser, Thomas; textbfDörpinghaus, Jens; Steiner, Petra

Analyzing Historical Legal Textcorpora: German VET and CVET regulations Book Section

In: INFORMATIK 2024, pp. 2007–2018, Gesellschaft für Informatik e.V., Bonn, 2024.

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Mangroliya, Meetkumar Pravinbhai; textbfDörpinghaus, Jens; Rockenfeller, Robert

Node and Edge Removal on Complex Networks in Labor Market Research and their Influence on Centrality Measures Book Section

In: INFORMATIK 2024, pp. 2035–2046, Gesellschaft für Informatik e.V., Bonn, 2024.

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Martić, Diana; Fischer, Andreas; textbfDörpinghaus, Jens

Extending the German Labor Market Ontology with Online Data Book Section

In: INFORMATIK 2024, pp. 2019–2030, Gesellschaft für Informatik e.V., Bonn, 2024.

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Fechner, Richard; textbfDörpinghaus, Jens

No Train, No Pain? Assessing the Ability of LLMs for Text Classification with no Finetuning Proceedings Article

In: Bolanowski, Marek; Ganzha, Maria; Maciaszek, Leszek; Paprzycki, Marcin; Slezak, Dominik (Ed.): Position Papers of the 19th Conference on Computer Science and Intelligence Systems (FedCSIS), pp. 9–16, PTI, 2024.

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Asselborn, Thomas; textbfDörpinghaus, Jens; Kausar, Faraz; Möller, Ralf; Melzer, Sylvia

Enhancing Text Recognition of Damaged Documents through Synergistic OCR and Large Language Models Proceedings Article

In: Bolanowski, Marek; Ganzha, Maria; Maciaszek, Leszek; Paprzycki, Marcin; Slezak, Dominik (Ed.): Communication Papers of the 19th Conference on Computer Science and Intelligence Systems (FedCSIS), pp. 29–36, PTI, 2024.

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2023

textbfDörpinghaus, Jens; Weil, Vera; Sommer, Martin W.

Towards modelling and analysis of longitudinal social networks Proceedings Article

In: Ganzha, Maria; Maciaszek, Leszek; Paprzycki, Marcin; Slezak, Dominik (Ed.): Communication Papers of the 18th Conference on Computer Science and Intelligence Systems, pp. 81–89, PTI, 2023.

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Derksen, Felix; textbfDörpinghaus, Jens

Digitalization and Sustainability in German Continuing Education Book Section

In: INFORMATIK 2023 - Designing Futures: Zukünfte gestalten, pp. 1945–1953, Gesellschaft für Informatik e.V., Bonn, 2023.

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Fechner, Richard; textbfDörpinghaus, Jens; Firll, Anja

Classifying Industrial Sectors from German Textual Data with a Domain Adapted Transformer Proceedings Article

In: 18th Conference on Computer Science and Intelligence Systems (FedCSIS), pp. 463-470, 2023.

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Dörpinghaus, Jens; Tiemann, Michael

Vocational Education and Training Data in Twitter: Making German Twitter Data Interoperable Journal Article

In: Proceedings of the Association for Information Science and Technology, vol. 60, no. 1, pp. 946–948, 2023.

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2022

textbfDörpinghaus, Jens; Weil, Vera; Düing, Carsten; Sommer, Martin W.

Centrality Measures in multi-layer Knowledge Graphs Proceedings Article

In: Ganzha, Maria; Maciaszek, Leszek; Paprzycki, Marcin; Slezak, Dominik (Ed.): Communication Papers of the 17th Conference on Computer Science and Intelligence Systems, pp. 163–170, PTI, 2022.

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textbfDörpinghaus, Jens; Hübenthal, Tobias; Faber, Jennifer

A novel link prediction approach on clinical knowledge graphs utilising graph structures Proceedings Article

In: 17th Conference on Computer Science and Intelligence Systems (FedCSIS), pp. 43-52, 2022.

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textbfDörpinghaus, Jens; Weil, Vera; Binnewitt, Johanna

Analyzing longitudinal Data in Knowledge Graphs utilizing shrinking pseudo-triangles Proceedings Article

In: 17th Conference on Computer Science and Intelligence Systems (FedCSIS), pp. 323-327, 2022.

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Dörpinghaus, Jens

Social Network Analysis and Co-Occurrence: Identifying the Gaps. Proceedings Article

In: CHAI@ KI, pp. 20–28, 2022.

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2021

textbfDörpinghaus, Jens; Schaaf, Sebastian; Weil, Vera; Hübenthal, Tobias

An efficient approach towards the generation and analysis of interoperable clinical data in a knowledge graph Proceedings Article

In: Ganzha, Maria; Maciaszek, Leszek; Paprzycki, Marcin; Slezak, Dominik (Ed.): Proceedings of the 16th Conference on Computer Science and Intelligence Systems, pp. 59–68, IEEE, 2021.

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textbfDörpinghaus, Jens; Düing, Carsten

Automated creation of parallel Bible corpora with cross-lingual semantic concordance Proceedings Article

In: 16th Conference on Computer Science and Intelligence Systems (FedCSIS), pp. 111-114, 2021.

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2020

textbfDörpinghaus, Jens; Stefan, Andreas

Optimization of Retrieval Algorithms on Large Scale Knowledge Graphs Proceedings Article

In: Agarwal, Shivani; Barrell, D. N.; Solanki, Vijender Kumar (Ed.): Proceedings of the 2020 Federated Conference on Computer Science and Information Systems, pp. 227–236, IEEE, 2020.

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textbfDörpinghaus, Jens; Jacobs, Marc

Knowledge Detection and Discovery using Semantic Graph Embeddings on Large Knowledge Graphs generated on Text Mining Results Proceedings Article

In: Agarwal, Shivani; Barrell, D. N.; Solanki, Vijender Kumar (Ed.): Proceedings of the 2020 Federated Conference on Computer Science and Information Systems, pp. 169–178, IEEE, 2020.

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2019

textbfDörpinghaus, Jens; Düing, Carsten; Weil, Vera

A Minimum Set-Cover Problem with several constraints Proceedings Article

In: Ganzha, Maria; Maciaszek, Leszek; Paprzycki, Marcin (Ed.): Proceedings of the 2019 Federated Conference on Computer Science and Information Systems, pp. 115–122, IEEE, 2019.

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textbfDörpinghaus, Jens; Stefan, Andreas

Knowledge Extraction and Applications utilizing Context Data in Knowledge Graphs Proceedings Article

In: 2019 Federated Conference on Computer Science and Information Systems (FedCSIS), pp. 265-272, 2019.

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2018

Adams, Tim; textbfDörpinghaus, Jens; Jacobs, Marc; Steinhage, Volker

Automated lung tumor detection and diagnosis in CT Scans using texture feature analysis and SVM Proceedings Article

In: Ganzha, M.; Maciaszek, L.; Paprzycki, M. (Ed.): Communication Papers of the 2018 Federated Conference on Computer Science and Information Systems, pp. 13–20, PTI, 2018.

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textbfDörpinghaus, Jens; Darms, Johannes; Jacobs, Marc

What was the Question? a Systematization of Information Retrieval and NLP Problems Proceedings Article

In: Federated Conference on Computer Science and Information Systems (FedCSIS), pp. 471-478, 2018.

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textbfDörpinghaus, Jens; Schrader, Rainer

A Graph-Theoretic Approach to the Train Marshalling Problem Proceedings Article

In: Federated Conference on Computer Science and Information Systems (FedCSIS), pp. 227-231, 2018.

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2017

Madan, Sumit; Szostak, Justyna; Dörpinghaus, Jens; Hoeng, Julia; Fluck, Juliane

Overview of BEL track: extraction of complex relationships and their conversion to BEL Proceedings Article

In: Proceedings of the BioCreative VI workshop, 2017.

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textbfDörpinghaus, Jens; Schaaf, Sebastian; Fluck, Juliane; Jacobs, Marc

Document clustering using a graph covering with pseudostable sets Proceedings Article

In: Federated Conference on Computer Science and Information Systems (FedCSIS), pp. 329-338, 2017.

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