Martin Toepfer

Open Science
T: +49-431-8814-332
Düsternbrooker Weg 120
24105 Kiel

Function

  • Research assistant

Key activities

  • Text mining & machine learning, data-driven & knowledge-based methods for automatic subject indexing

Professional background

  • 2012
    Master of Science in Computer Science, University of Würzburg
  • 2012-2016
    Research assistant, University of Würzburg
  • since 2016
    Research assistant at the ZBW

Publications

Articles (peer reviewed)

Toepfer, Martin / Seifert, Christin
Fusion architectures for automatic subject indexing under concept drift
In: International Journal on Digital Libraries - Berlin-Heidelberg: Springer, ISSN 1432-1300,2018, No. Online First,, doi:10.1007/s00799-018-0240-3 Link to fulltext (PDF)

Conference Papers (peer reviewed)

Toepfer, Martin / Seifert, Christin
Descriptor-Invariant Fusion Architectures for Automatic Subject Indexing
In: Proceedings of Joint Conference on Digital Libraries, 2017 Piscataway: IEEE, 2017, pp. 1-10, doi:10.1109/JCDL.2017.7991557 Link to fulltext (PDF)
Toepfer, Martin / Seifert, Christin
Towards Semantic Quality Control of Automatic Subject Indexing
In: Research and Advanced Technology for Digital Libraries 21st International Conference on Theory and Practice of Digital Libraries, TPDL 2017, Thessaloniki, Greece, September 18-21, 2017, Proceedings, Lecture Notes in Computer Science, Cham: Springer, 2017, pp. 616-619, doi:10.1007/978-3-319-67008-9_56 Link to fulltext (PDF)
Toepfer, Martin
Machine Learning Architectures for Scalable and Reliable Subject Indexing. Fusion, Knowledge Transfer, and Confidence
In: Research and Advanced Technology for Digital Libraries 21st International Conference on Theory and Practice of Digital Libraries, TPDL 2017, Thessaloniki, Greece, September 18-21, 2017, Proceedings, Lecture Notes in Computer Science, Cham: Springer, 2017, pp. 644-647, doi:10.1007/978-3-319-67008-9_61 Link to fulltext (PDF)

Articles in Other Journals

Toepfer, Martin / Kempf, Andreas Oskar
Automatische Indexierung auf Basis von Titeln und Autoren-Keywords – ein Werkstattbericht
In: 027.7 Zeitschrift für Bibliothekskultur / Journal for Library Culture - Basel: Universität Basel, ISSN 2296-0597, Vol. 4 (2016), No. 2, pp. 84-97, doi:10.12685/027.7-4-2-156 Link to fulltext (PDF)