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.

135 entries « 1 of 3 »

2026

Dörpinghaus, Jens; Tiemann, Michael (Ed.)

Methodenhandbuch Computational Social Sciences Book

In preparation with Springer (ars digitalis), 2026.

BibTeX | Tags: book

Dörpinghaus, Jens; Tiemann, Michael

Historical Vocational Education Transformations and Contemporary AI Curriculum Development: Lessons from 19th Century Germany Journal Article

In: X Stockholm International Conference & Research Workshop on VET, 2026.

BibTeX | Tags: weiteres

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

Linking Vocational Archive Data Using Occupations and Education: Historical Insights and Contemporary Applications Journal Article

In: X Stockholm International Conference & Research Workshop on VET, 2026.

BibTeX | Tags: weiteres

Derksen, Felix; Dörpinghaus, Jens; Tiemann, Michael; Steiner, Petra

Analyzing Digital Footprints: Web Analytics and Social Media Data for Understanding VET Occupation Demand in Germany Journal Article

In: X Stockholm International Conference & Research Workshop on VET, 2026.

BibTeX | Tags: weiteres

Dörpinghaus, Jens; Tiemann, Michael; Steiner, Petra

The Perception of AI in Different Labor Market Data: Understanding Professional Requirements and Potentials for VET Curriculum Development Journal Article

In: X Stockholm International Conference & Research Workshop on VET, 2026.

BibTeX | Tags: weiteres

Dörpinghaus, Jens; Merkel, Manuel

Chancen und Herausforderungen generativer KI für die berufliche Bildung am Beispiel der Programmierung in den Fachinformatikerberufen Proceedings Article

In: Berufsbildung, Bundesinstitut (Ed.): Datenreport zum Berufsbildungsbericht 2026 – Informationen und Analysen zur Entwicklung der beruflichen Bildung, Bonn, 2026.

BibTeX | Tags: book

Dörpinghaus, Jens; Steiner, Petra

Digitalisierung von Ausbildungsordnungen Proceedings Article

In: Berufsbildung, Bundesinstitut (Ed.): Datenreport zum Berufsbildungsbericht 2026 – Informationen und Analysen zur Entwicklung der beruflichen Bildung, Bonn, 2026.

BibTeX | Tags: book

Dörpinghaus, Jens; Tiemann, Michael (Ed.)

Advances in Computational Social Sciences Book

In press: Springer, 2026.

BibTeX | Tags: book

Tiemann, Michael; Dörpinghaus, Jens

Computational Social Sciences Proceedings Article

In: Baur, Nina; Blasius, Jörg (Ed.): Handbuch Methoden der empirischen Sozialforschung, To appear: Springer, 2026.

BibTeX | Tags: book

Dörpinghaus, Jens

Historical Narrative Network Analysis: A Case-Study on Luke-Acts Book

In preparation with Springer, 2026.

BibTeX | Tags: book

Martic, Diana; Dörpinghaus, Jens; Hopfgartner, Frank

Knowledge Graph Completion for the German Labor and Vocational Training Market Miscellaneous

2026, (Submitted).

BibTeX | Tags: journal

Merkel, Manuel; Dörpinghaus, Jens

AI in German Computer Science VET Programs: A Pilot Study on Software Development Miscellaneous

2026, (Submitted).

BibTeX | Tags: journal

Merkel, Manuel; Dörpinghaus, Jens

The Transformative Potential of AI in Software Engineering: A case study on LeetCode and ChatGPT Miscellaneous

2026, (Submitted).

BibTeX | Tags: journal

Dörpinghaus, Jens; Tiemann, Michael; Steiner, Petra; Reiser, Thomas; Arvindhan, Archal

The German Labor Market Ontology: Continues Education and Historical Data Miscellaneous

2026, (Submitted).

BibTeX | Tags: journal

2025

Dörpinghaus, Jens; Tiemann, Michael; Helmrich, Robert

An Empirical Analysis of Incentive Structures in German Online Job Advertisements Miscellaneous

2025, (Accepted at Royal Statistical Society International Conference 2025, Edinburgh).

BibTeX | Tags: poster

Gassner, Michelle; Tiemann, Michael; Dörpinghaus, Jens; Hein, Kristine; Helmrich, Robert

How Social Media Data Reflects Labour Market Demands: A Case Study on Vocational Education and Continuing Education in Germany Journal Article

In: Nordyrk 2025, Aarhus, 2025.

BibTeX | Tags: weiteres

Gassner, Michelle; Tiemann, Michael; Dörpinghaus, Jens; Hein, Kristine; Helmrich, Robert

Cash or Free Time? An Empirical Analysis of Incentive Structures in German Online Job Advertisements Using a Topic Modeling Approach Journal Article

In: Nordyrk 2025, Aarhus, 2025.

BibTeX | Tags: weiteres

Udelhofen, Stefan; Dörpinghaus, Jens; Tiemann, Michael; Steiner, Petra; Reiser, Thomas

TextMining von Aus- und Fortbildungsordnungen: Herausforderungen, Mehrwerte und Grenzen Journal Article

In: Text Mining in der Erziehungswissenschaft. Zwischen Kritik und Euphorie, Zürich, 2025.

BibTeX | Tags: weiteres

Dörpinghaus, Jens; Tiemann, Michael

Large Language Models in Labor Market Research Data Management: Potentials and Limitations Journal Article

In: Accepted at emphLarge Language Models for Research Data Management?! (LLMs4RDM) at Informatik 2025, 2025.

BibTeX | Tags: weiteres

Tiemann, Michael; Dörpinghaus, Jens

Towards an analysis of perception of VET trends in Germany based on online employee reviews and social media data Miscellaneous

2025, (Nordyrk, Aarhus).

BibTeX | Tags: poster

Tiemann, Michael; Dörpinghaus, Jens

Social media and labor market demands in Germany Miscellaneous

2025, (Nordyrk, Aarhus).

BibTeX | Tags: poster

Tiemann, Michael; Dörpinghaus, Robert Helmrich Jens

How does social media data reflect labour market demands: A case study on primary and continuing vocational education in Germany Miscellaneous

2025, (Accepted at IC2S2).

BibTeX | Tags: poster

Dörpinghaus, Jens; Tiemann, Michael

Annotated Tweets from Occupations in Natural sciences, geography and informatics Miscellaneous

2025.

Links | BibTeX | Tags: data

Dörpinghaus, Jens; Tiemann, Michael

German YouTube data on Occupations Miscellaneous

2025.

Links | BibTeX | Tags: data

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).

BibTeX | Tags: conference

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).

BibTeX | Tags: conference

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).

BibTeX | Tags: conference

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).

BibTeX | Tags: conference

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.

BibTeX | Tags: conference

Reiser, Thomas; textbfDörpinghaus, Jens; Tiemann, Michael

Detecting Occupations in German Texts: Challenges and Data Miscellaneous

2025.

Links | BibTeX | Tags: conference

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.

BibTeX | Tags: conference

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.

Links | BibTeX | Tags: conference

Merkel, Manuel; Dörpinghaus, Jens

A case study on the transformative potential of AI in software engineering on LeetCode and ChatGPT Miscellaneous

2025.

Links | BibTeX | Tags: preprint

Dörpinghaus, Jens

Complex networks and data science: Case studies in interdisciplinary research Book

2025, (Habilitation Universität zu Koblenz).

Links | BibTeX | Tags: book

Dörpinghaus, Jens; Weil, Vera; Rockenfeller, Robert; Mangroliya, Meetkumar Pravinbhai

A novel approach towards the robustness of centrality measures in networks Journal Article

In: Social Sciences & Humanities Open, vol. 11, 2025.

Links | BibTeX | Tags: journal

Dörpinghaus, Jens

The portrayal of a Mediator: The social network of Peter in Luke-Acts Journal Article

In: European Journal of Theology, vol. 34, no. 2, pp. 225-248, 2025.

Links | BibTeX | Tags: journal

Dörpinghaus, Jens; Weil, Vera; Sommer, Martin W; Tiemann, Michael; Hein, Kristine

Modeling and Analysis of Longitudinal Labor Market Social Networks Proceedings Article

In: Recent Advances in Computational Optimization: Results of the Workshop on Computational Optimization WCO 2023, pp. 1–26, Springer 2025.

Links | BibTeX | Tags: book

2024

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.

Links | BibTeX | Tags: conference

Tiemann, Michael; Dörpinghaus, Jens

Where is the AI? A case study on VET and CVET advertisements Journal Article

In: IX Stockholm International Conference & Research Workshop on VET, 2024.

BibTeX | Tags: weiteres

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.

Links | BibTeX | Tags: conference

Udelhofen, Stefan; Dörpinghaus, Jens; Tiemann, Michael; Reiser, Thomas; Steiner, Petra

Reinventing Historical Sources as New Computational Social Science Data: Regulations for Vocational Education over Time in Germany Journal Article

In: Digital Humanities Conference 2024, Washington DC, USA., 2024.

BibTeX | Tags: weiteres

Steiner, Petra; Waechter, Marion; Dörpinghaus, Jens; Tiemann, Michael

BIBB Berufearchiv Miscellaneous

2024.

Links | BibTeX | Tags: data

Tiemann, Michael; Helmrich, Robert; Dörpinghaus, Jens

Surveys and Big Data: Closing the gap? Journal Article

In: 13th Researching Work & Learning (RWL), Linköping, Sweden, 2024.

BibTeX | Tags: weiteres

Dörpinghaus, Jens; Helmrich, Robert; Tiemann, Michael

Towards an analysis of perception biases in historical networks: Synergies between Social Sciences and Digital Humanities Miscellaneous

2024, (Digital Humanities Conference 2024, Washington DC, USA).

BibTeX | Tags: poster

Firl, Anja; Dörpinghaus, Jens; Helmrich, Robert; Tiemann, Michael

Evolving trends and digitization for vocational education in Germany on YouTube Miscellaneous

2024, (Nordyrk, Reykjavik, Iceland).

BibTeX | Tags: poster

Kostadinovska, Katerina; textbfDörpinghaus, Jens

Educational pathways in a German labor market knowledge graph Book Section

In: INFORMATIK 2024, pp. 2031–2033, Gesellschaft für Informatik e.V., Bonn, 2024.

Links | BibTeX | Tags: weiteres

Hein, Kristine; Dörpinghaus, Jens

What is said about VET on social media in Germany? Trends, demands, and opinions Journal Article

In: Nordyrk conference 2024, Reykjavik, 2024.

BibTeX | Tags: weiteres

Udelhofen, Stefan; textbfDörpinghaus, Jens

IT Professionals in Germany. Labor Market Demands of Computer Science Education and their Perception on Social Media Proceedings Article

In: Proceedings of the 2024 on Innovation and Technology in Computer Science Education V. 2, pp. 802, Association for Computing Machinery, Milan, Italy, 2024, ISBN: 9798400706035.

Links | BibTeX | Tags: weiteres

Dörpinghaus, Jens; Hübenthal, Tobias; Stepanov, Denis

A novel DFS/BFS approach towards link prediction Miscellaneous

2024.

Links | BibTeX | Tags: preprint

Udelhofen, Stefan; Dörpinghaus, Jens; Tiemann, Michel

Transforming VET research through data science? Opportunities, challenges, restrictions and connections (Workshop) Journal Article

In: Nordyrk conference 2024, Reykjavik, 2024.

BibTeX | Tags: weiteres

135 entries « 1 of 3 »