Curriculum Vitae and Publications Fabian Hoppe

Curriculum Vitae

Education

  • 2019 - present: PhD student/Junior Researcher, FIZ Karlsruhe – Leibniz Institute for Information Infrastructure and Karlsruhe Institute of Technology (KIT), Institute of Applied Informatics and Formal Description Methods (AIFB)
  • 2017 - 2018: Master of Science in Computer Science, Karlsruhe University of Applied Sciences, Germany
  • 2013 - 2017: Bachelor of Science in Computer Science, Karlsruhe University of Applied Sciences, Germany

Master's Thesis

Experience

  • March 2018 - September 2018: Thesis Student (MSc), Robert Bosch Engineering and Business Solutions Private LtD, Bengaluru, India
  • August 2017 - February 2018: Research Assistant, Fraunhofer IOSB, Karlsruhe, Germany
  • August 2016 - February 2017: Thesis Student (BSc), Robert Bosch GmbH, Hildesheim, Germany
  • March 2016 - July 2016: Tutor, Karlsruhe University of Applied Sciences, Germany

Research Interests

  • Natural Language Processing
  • Machine Learning
  • Information Retrieval
  • Semantic Web

Publications

Citations

Fabian Hoppe @ Google Scholar
Fabian Hoppe @ DBLP
Fabian Hoppe @Scopus

2021

F. Hoppe, D. Dessì, H. Sack: Understanding Class Representations: An Intrinsic Evaluation of Zero-Shot Text Classification, In: Proc. of DL4KG workshop, co-located with the 20th International Semantic Web Conference (ISWC 2021) [local copy (PDF)] http://ceur-ws.org/Vol-3034/paper8.pdf

M. Alam, R. Biswas, Y. Chen, D. Dessì, G. A. Gesese, F. Hoppe, H. Sack: HierClasSArt: Knowledge-Aware Hierarchical Classification of Scholarly Articles. In Proc. of 1st International Workshop on Scientific Knowledge: Representation, Discovery, and Assessment (Sci-K 2021), co-located with The Web Conf 2021, Companion Proceedings of the Web Conference 2021 (pp. 436-440), online at https://dl.acm.org/doi/10.1145/3442442.3451365. [local copy (PDF)]

F. Hoppe, D. Dessì, H. Sack: Deep Learning meets Knowledge Graphs for Scholarly DataClassification. In Proc. of 1st International Workshop on Scientific Knowledge: Representation, Discovery, and Assessment (Sci-K 2021), co-located with The Web Conf 2021, Companion Proceedings of the Web Conference 2021 (pp. 417-421), online at https://dl.acm.org/doi/abs/10.1145/3442442.3451361. [local copy (PDF)]

O. Vsesviatska, T. Tietz, F. Hoppe, M. Sprau, N. Meyer, D. Dessì, H. Sack: ArDO: An Ontology to Describe the Dynamics of Multimedia Archival Records, In: Proceedings of the 36th ACM/SIGAPP Symposium On Applied Computing (ACM SAC 2021), p. 1855-1863. DOI: https://doi.org/10.1145/3412841.3442057 [local copy (PDF)]

2020

G. A. Gesese, F. Hoppe, M. Alam, H. Sack: G. A. Gesese, F. Hoppe, M. Alam, H. Sack: Leveraging Multilingual Descriptions for Link Prediction: Initial Experiments, In: Proceedings of the ISWC 2020 Posters and Demos Track, co-located with 19th International Semantic Web Conference (ISWC 2020) ), CEUR workshop proceedings, Volume 2721, 84-89, CEUR-WS.org, online at http://ceur-ws.org/Vol-2721/paper521.pdf

F. Hoppe, T. Tietz, D. Dessì, N. Meyer, M. Sprau, M. Alam, H. Sack: The Challenges of German Archival Document Categorization on Insufficient Labeled Data, In: Proceedings of the 3rd Workshop on Humanities in the Semantic Web (WHiSe), Co-located with the 15th Extended Semantic Web Conference (ESWC 2020), CEUR workshop proceedings, Volume 2695, 15-20., CEUR-WS.org, online at http://ceur-ws.org/Vol-2695/paper2.pdf. [local copy (PDF)].

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Contact

Fabian Hoppe

Scientific Co-Worker, Information Service Engineering
Phone:
+49 7247 808 201
+49 7247 808 201
fabian.hoppe@fiz-karlsruhe.de