Research output per year
Research output per year
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Dive into the research topics where Margherita Martorana is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Text classification of column headers with a controlled vocabulary: leveraging LLMs for metadata enrichment
Martorana, M., Kuhn, T., Stork, L. & Ossenbruggen, J. V., 6 Sept 2024, arXiv.Research output: Working paper / Preprint › Preprint › Academic
Open Access -
Column Vocabulary Association (CVA): Semantic Interpretation of Dataless Tables
Martorana, M., Pan, X., Kruit, B., Kuhn, T. & van Ossenbruggen, J., 2024, SemTab 2024 Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 2024: Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching co-located with the 23rd International Semantic Web Conference (ISWC 2024) Baltimore, USA, November 13, 2024. Hassanzadeh, O., Abdelmageed, N., Cremaschi, M., Cutrona, V., D'Adda, F., Efthymiou, V., Kruit, B., Lobo, E., Mihindukulasooriya, N. & Pham, N. H. (eds.). CEUR-WS.org, p. 27-42 16 p. (CEUR Workshop Proceedings; vol. 3889).Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
Open Access -
Zero-Shot Topic Classification of Column Headers: Leveraging LLMs for Metadata Enrichment
Martorana, M., Kuhn, T., Stork, L. & Ossenbruggen, J. V., 2024, Knowledge Graphs in the Age of Language Models and Neuro-Symbolic AI - Proceedings of the 20th International Conference on Semantic Systems, 17-19 September 2024, Amsterdam, The Netherlands. Salatino, A. A., Alam, M., Ongenae, F., Vahdati, S., Gentile, A. L., Pellegrini, T. & Jiang, S. (eds.). IOS Press, Vol. 60. p. 52-66 15 p. (Studies on the Semantic Web).Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
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Advancing data sharing and reusability for restricted access data on the Web: introducing the DataSet-Variable Ontology
Martorana, M., Kuhn, T., Siebes, R. & Van Ossenbruggen, J., 5 Dec 2023, K-CAP 2023 - Proceedings of the 12th Knowledge Capture Conference 2023. Association for Computing Machinery, Inc, p. 83-91Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
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Aligning restricted access data with FAIR: a systematic review
Martorana, M., Kuhn, T., Siebes, R. & van Ossenbruggen, J., 20 Jul 2022, In: PeerJ Computer Science. 8, p. 1-26 26 p., e1038.Research output: Contribution to Journal › Article › Academic › peer-review
Open Access
Projects
- 2 Finished
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Open Data Infrastructure for Social Science and Economic Innovations
van Ossenbruggen, J. (Principal Investigator), Martorana, M. (PhD candidate), Siebes, R. M. (Project Researcher), Beretta, E. (Project Researcher) & Kuhn, T. (Principal Investigator)
1/09/20 → 31/08/24
Project: Research
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ODISSEI: Better Infrastructure, Better Science, Better Society.
Siebes, R. M. (Project Researcher), Kuhn, T. (Principal Investigator), Martorana, M. (Project Researcher) & Beretta, E. (Project Researcher)
1/08/20 → 31/12/24
Project: Research