Diese Webseite enthält nur Publikationen, die im Rahmen dieser Gruppe entstanden sind. Für eine detaillierte Literaturliste der einzelnen Mitglieder siehe hier oder dort.
2026
Derksen, Felix; Dörpinghaus, Jens; Tiemann, Michael; Steiner, Petra
Analyzing Digital Footprints: Web Analytics and Social Media Data for Understanding VET Occupation Demand in Germany Artikel
In: X Stockholm International Conference & Research Workshop on VET, 2026.
@article{w33,
title = {Analyzing Digital Footprints: Web Analytics and Social Media Data for Understanding VET Occupation Demand in Germany},
author = {Felix Derksen and Jens Dörpinghaus and Michael Tiemann and Petra Steiner},
year = {2026},
date = {2026-01-01},
journal = {X Stockholm International Conference & Research Workshop on VET},
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pubstate = {published},
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Reiser, Thomas; Dörpinghaus, Jens; Tiemann, Michael; Steiner, Petra
Linking Vocational Archive Data Using Occupations and Education: Historical Insights and Contemporary Applications Artikel
In: X Stockholm International Conference & Research Workshop on VET, 2026.
@article{w32,
title = {Linking Vocational Archive Data Using Occupations and Education: Historical Insights and Contemporary Applications},
author = {Thomas Reiser and Jens Dörpinghaus and Michael Tiemann and Petra Steiner},
year = {2026},
date = {2026-01-01},
journal = {X Stockholm International Conference & Research Workshop on VET},
keywords = {weiteres},
pubstate = {published},
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Dörpinghaus, Jens; Tiemann, Michael
Historical Vocational Education Transformations and Contemporary AI Curriculum Development: Lessons from 19th Century Germany Artikel
In: X Stockholm International Conference & Research Workshop on VET, 2026.
@article{w31,
title = {Historical Vocational Education Transformations and Contemporary AI Curriculum Development: Lessons from 19th Century Germany},
author = {Jens Dörpinghaus and Michael Tiemann},
year = {2026},
date = {2026-01-01},
journal = {X Stockholm International Conference & Research Workshop on VET},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}
Dörpinghaus, Jens; Tiemann, Michael; Steiner, Petra
The Perception of AI in Different Labor Market Data: Understanding Professional Requirements and Potentials for VET Curriculum Development Artikel
In: X Stockholm International Conference & Research Workshop on VET, 2026.
@article{w34,
title = {The Perception of AI in Different Labor Market Data: Understanding Professional Requirements and Potentials for VET Curriculum Development},
author = {Jens Dörpinghaus and Michael Tiemann and Petra Steiner},
year = {2026},
date = {2026-01-01},
journal = {X Stockholm International Conference & Research Workshop on VET},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}
2025
Dörpinghaus, Jens; Tiemann, Michael
Large Language Models in Labor Market Research Data Management: Potentials and Limitations Artikel
In: Accepted at emphLarge Language Models for Research Data Management?! (LLMs4RDM) at Informatik 2025, 2025.
@article{w30,
title = {Large Language Models in Labor Market Research Data Management: Potentials and Limitations},
author = {Jens Dörpinghaus and Michael Tiemann},
year = {2025},
date = {2025-01-01},
journal = {Accepted at emphLarge Language Models for Research Data Management?! (LLMs4RDM) at Informatik 2025},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}
Udelhofen, Stefan; Dörpinghaus, Jens; Tiemann, Michael; Steiner, Petra; Reiser, Thomas
TextMining von Aus- und Fortbildungsordnungen: Herausforderungen, Mehrwerte und Grenzen Artikel
In: Text Mining in der Erziehungswissenschaft. Zwischen Kritik und Euphorie, Zürich, 2025.
@article{w29,
title = {TextMining von Aus- und Fortbildungsordnungen: Herausforderungen, Mehrwerte und Grenzen},
author = {Stefan Udelhofen and Jens Dörpinghaus and Michael Tiemann and Petra Steiner and Thomas Reiser},
year = {2025},
date = {2025-01-01},
journal = {Text Mining in der Erziehungswissenschaft. Zwischen Kritik und Euphorie, Zürich},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}
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 Artikel
In: Nordyrk 2025, Aarhus, 2025.
@article{w28,
title = {Cash or Free Time? An Empirical Analysis of Incentive Structures in German Online Job Advertisements Using a Topic Modeling Approach},
author = {Michelle Gassner and Michael Tiemann and Jens Dörpinghaus and Kristine Hein and Robert Helmrich},
year = {2025},
date = {2025-01-01},
journal = {Nordyrk 2025, Aarhus},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}
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 Artikel
In: Nordyrk 2025, Aarhus, 2025.
@article{w26,
title = {How Social Media Data Reflects Labour Market Demands: A Case Study on Vocational Education and Continuing Education in Germany},
author = {Michelle Gassner and Michael Tiemann and Jens Dörpinghaus and Kristine Hein and Robert Helmrich},
year = {2025},
date = {2025-01-01},
journal = {Nordyrk 2025, Aarhus},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}
2024
Tiemann, Michael; Helmrich, Robert; Dörpinghaus, Jens
Surveys and Big Data: Closing the gap? Artikel
In: 13th Researching Work & Learning (RWL), Linköping, Sweden, 2024.
@article{w17,
title = {Surveys and Big Data: Closing the gap?},
author = {Michael Tiemann and Robert Helmrich and Jens Dörpinghaus},
year = {2024},
date = {2024-01-01},
journal = {13th Researching Work & Learning (RWL), Linköping, Sweden},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}
Dörpinghaus, Jens; Tiemann, Michael
How does social media data reflect labour market demands: A case study on vocational education and continuing education in Germany Artikel
In: IX Stockholm International Conference & Research Workshop on VET, 2024.
@article{w14,
title = {How does social media data reflect labour market demands: A case study on vocational education and continuing education in Germany},
author = {Jens Dörpinghaus and Michael Tiemann},
year = {2024},
date = {2024-01-01},
journal = {IX Stockholm International Conference & Research Workshop on VET},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}
Tiemann, Michael; Dörpinghaus, Jens
Where is the AI? A case study on VET and CVET advertisements Artikel
In: IX Stockholm International Conference & Research Workshop on VET, 2024.
@article{w15,
title = {Where is the AI? A case study on VET and CVET advertisements},
author = {Michael Tiemann and Jens Dörpinghaus},
year = {2024},
date = {2024-01-01},
journal = {IX Stockholm International Conference & Research Workshop on VET},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}
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 Artikel
In: Digital Humanities Conference 2024, Washington DC, USA., 2024.
@article{w16,
title = {Reinventing Historical Sources as New Computational Social Science Data: Regulations for Vocational Education over Time in Germany},
author = {Stefan Udelhofen and Jens Dörpinghaus and Michael Tiemann and Thomas Reiser and Petra Steiner},
year = {2024},
date = {2024-01-01},
journal = {Digital Humanities Conference 2024, Washington DC, USA.},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}
Tiemann, Michael; Udelhofen, Stefan; Dörpinghaus, Jens; Peachkah, Danosh; Vahdatnia, Ali
Twitter data in substantial VET research: Discussing occupations, briefly but thoroughly Artikel
In: 13th Researching Work & Learning (RWL), Linköping, Sweden, 2024.
@article{w18,
title = {Twitter data in substantial VET research: Discussing occupations, briefly but thoroughly},
author = {Michael Tiemann and Stefan Udelhofen and Jens Dörpinghaus and Danosh Peachkah and Ali Vahdatnia},
year = {2024},
date = {2024-01-01},
journal = {13th Researching Work & Learning (RWL), Linköping, Sweden},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}
Reiser, Thomas; Dörpinghaus, Jens; Steiner, Petra
Learning from historical VET and CVET regulations in Germany: What should VET look like and whom should it serve? Artikel
In: Nordyrk conference 2024, Reykjavik, 2024.
@article{w20,
title = {Learning from historical VET and CVET regulations in Germany: What should VET look like and whom should it serve?},
author = {Thomas Reiser and Jens Dörpinghaus and Petra Steiner},
year = {2024},
date = {2024-01-01},
journal = {Nordyrk conference 2024, Reykjavik},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}
Hein, Kristine; Dörpinghaus, Jens
What is said about VET on social media in Germany? Trends, demands, and opinions Artikel
In: Nordyrk conference 2024, Reykjavik, 2024.
@article{w21,
title = {What is said about VET on social media in Germany? Trends, demands, and opinions},
author = {Kristine Hein and Jens Dörpinghaus},
year = {2024},
date = {2024-01-01},
journal = {Nordyrk conference 2024, Reykjavik},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}
Udelhofen, Stefan; Dörpinghaus, Jens; Tiemann, Michel
Transforming VET research through data science? Opportunities, challenges, restrictions and connections (Workshop) Artikel
In: Nordyrk conference 2024, Reykjavik, 2024.
@article{w22,
title = {Transforming VET research through data science? Opportunities, challenges, restrictions and connections (Workshop)},
author = {Stefan Udelhofen and Jens Dörpinghaus and Michel Tiemann},
year = {2024},
date = {2024-01-01},
journal = {Nordyrk conference 2024, Reykjavik},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}
Kostadinovska, Katerina; textbfDörpinghaus, Jens
Educational pathways in a German labor market knowledge graph Buchabschnitt
In: INFORMATIK 2024, S. 2031–2033, Gesellschaft für Informatik e.V., Bonn, 2024.
@incollection{w23,
title = {Educational pathways in a German labor market knowledge graph},
author = {Katerina Kostadinovska and Jens textbfDörpinghaus},
doi = {10.18420/inf2024_176},
year = {2024},
date = {2024-01-01},
booktitle = {INFORMATIK 2024},
pages = {2031–2033},
publisher = {Gesellschaft für Informatik e.V.},
address = {Bonn},
keywords = {weiteres},
pubstate = {published},
tppubtype = {incollection}
}
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, S. 802, Association for Computing Machinery, Milan, Italy, 2024, ISBN: 9798400706035.
@inproceedings{10.1145/3649405.3659493,
title = {IT Professionals in Germany. Labor Market Demands of Computer Science Education and their Perception on Social Media},
author = {Stefan Udelhofen and Jens textbfDörpinghaus},
doi = {10.1145/3649405.3659493},
isbn = {9798400706035},
year = {2024},
date = {2024-01-01},
booktitle = {Proceedings of the 2024 on Innovation and Technology in Computer Science Education V. 2},
pages = {802},
publisher = {Association for Computing Machinery},
address = {Milan, Italy},
series = {ITiCSE 2024},
keywords = {weiteres},
pubstate = {published},
tppubtype = {inproceedings}
}
2023
Dörpinghaus, Jens
Algorithmic challenges towards temporal data in social network analysis Artikel
In: GrapHNR 2023: Graphs and Networks in the fourth dimension – time and temporality as categories of connectedness, 2023.
@article{w12,
title = {Algorithmic challenges towards temporal data in social network analysis},
author = {Jens Dörpinghaus},
year = {2023},
date = {2023-01-01},
journal = {GrapHNR 2023: Graphs and Networks in the fourth dimension – time and temporality as categories of connectedness},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}
textbfDörpinghaus, Jens; Tiemann, Michael
Vocational Education and Training Data in Twitter: Making German Twitter Data Interoperable Artikel
In: Proceedings of the Association for Information Science and Technology, Bd. 60, Nr. 1, S. 946-948, 2023.
@article{w13,
title = {Vocational Education and Training Data in Twitter: Making German Twitter Data Interoperable},
author = {Jens textbfDörpinghaus and Michael Tiemann},
doi = {https://doi.org/10.1002/pra2.907},
year = {2023},
date = {2023-01-01},
journal = {Proceedings of the Association for Information Science and Technology},
volume = {60},
number = {1},
pages = {946-948},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}
textbfDörpinghaus, Jens; Binnewitt, Johanna; Hein, Kristine
Lessons from Continuing Vocational Training Courses for Computer Science Education Proceedings Article
In: Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 2, S. 636, Association for Computing Machinery, Turku, Finland, 2023, ISBN: 9798400701399.
@inproceedings{w11,
title = {Lessons from Continuing Vocational Training Courses for Computer Science Education},
author = {Jens textbfDörpinghaus and Johanna Binnewitt and Kristine Hein},
doi = {10.1145/3587103.3594169},
isbn = {9798400701399},
year = {2023},
date = {2023-01-01},
booktitle = {Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 2},
pages = {636},
publisher = {Association for Computing Machinery},
address = {Turku, Finland},
series = {ITiCSE 2023},
keywords = {weiteres},
pubstate = {published},
tppubtype = {inproceedings}
}
2022
Dörpinghaus, Jens; Binnewitt, Johanna; Winnige, Stefan
Generating Linked Skills Data for Knowledge Discovery in German Labor Market Documents Artikel
In: Knowledge, skills, behaviours: An international workshop, Brighton, 2022.
@article{w9,
title = {Generating Linked Skills Data for Knowledge Discovery in German Labor Market Documents},
author = {Jens Dörpinghaus and Johanna Binnewitt and Stefan Winnige},
year = {2022},
date = {2022-01-01},
journal = {Knowledge, skills, behaviours: An international workshop, Brighton},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}
2019
Dörpinghaus, Jens; Jacobs, Marc
Semantic Knowledge Graph Embeddings for biomedical Research: Data Integration using Linked Open Data Artikel
In: Proceedings of the Posters and Demo Track of the 15th International Conference on Semantic Systems co-located with 15th International Conference on Semantic Systems, 2019.
@article{w8,
title = {Semantic Knowledge Graph Embeddings for biomedical Research: Data Integration using Linked Open Data},
author = {Jens Dörpinghaus and Marc Jacobs},
year = {2019},
date = {2019-01-01},
journal = {Proceedings of the Posters and Demo Track of the 15th International Conference on Semantic Systems co-located with 15th International Conference on Semantic Systems},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}
2018
Dörpinghaus, Jens; Stenschke, Christoph W.
Ein kollaborativer Workflow zur historischen Netzwerkanalyse mit Open Source Software Artikel
In: FrOSCon 2018. Science Track FrOSCon, 2018.
@article{w7,
title = {Ein kollaborativer Workflow zur historischen Netzwerkanalyse mit Open Source Software},
author = {Jens Dörpinghaus and Christoph W. Stenschke},
doi = {10.18418/978-3-96043-093-3},
year = {2018},
date = {2018-01-01},
journal = {FrOSCon 2018. Science Track FrOSCon},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}
Li, Roman; Zupanic, Anze; Talikka, Marja; Belcastro, Vincenzo; Madan, Sumit; Dörpinghaus, Jens; vom Berg, Colette; Szostak, Justyna; Martin, Florian; Peitsch, Manuel C
Systems toxicology approach for the assessment of zebrafish cardiotoxicity Artikel
In: EUROTOX 2018, Toxicology Letters 295, 2018.
@article{w4,
title = {Systems toxicology approach for the assessment of zebrafish cardiotoxicity},
author = {Roman Li and Anze Zupanic and Marja Talikka and Vincenzo Belcastro and Sumit Madan and Jens Dörpinghaus and Colette vom Berg and Justyna Szostak and Florian Martin and Manuel C Peitsch},
year = {2018},
date = {2018-01-01},
journal = {EUROTOX 2018, Toxicology Letters 295},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}
Darms, Johannes; Dörpinghaus, Jens
Improving Document Retrieval with a clustering based relevance Feedback System Artikel
In: Proceedings of the 11th IADIS International Conference on Information Systems, 2018.
@article{w3,
title = {Improving Document Retrieval with a clustering based relevance Feedback System},
author = {Johannes Darms and Jens Dörpinghaus},
year = {2018},
date = {2018-01-01},
journal = {Proceedings of the 11th IADIS International Conference on Information Systems},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}
Dörpinghaus, Jens; Jacobs, Marc; Fluck, Juliane
Graph based Discovery in biomedical Information Systems connecting scientific Texts with structured Expert Knowledge. Artikel
In: Proceedings of the 11th IADIS International Conference on Information Systems, 2018.
@article{w2,
title = {Graph based Discovery in biomedical Information Systems connecting scientific Texts with structured Expert Knowledge.},
author = {Jens Dörpinghaus and Marc Jacobs and Juliane Fluck},
year = {2018},
date = {2018-01-01},
journal = {Proceedings of the 11th IADIS International Conference on Information Systems},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}
Jacobs, Marc; Hodapp, Sven; Dörpinghaus, Jens
SDA: Towards a novel knowledge discovery model for information systems Artikel
In: Proceedings of the 11th IADIS International Conference on Information Systems, 2018.
@article{w1,
title = {SDA: Towards a novel knowledge discovery model for information systems},
author = {Marc Jacobs and Sven Hodapp and Jens Dörpinghaus},
year = {2018},
date = {2018-01-01},
journal = {Proceedings of the 11th IADIS International Conference on Information Systems},
keywords = {weiteres},
pubstate = {published},
tppubtype = {article}
}