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NFDI4DSNFDI for Data Science and Artificial Intelligence

Project: Research

Participants

  • Ziawasch Abedjan (Principal Investigator)

Research Organisations

External collaborative partners

  • Leibniz University Hannover
  • Fraunhofer Institute for Open Communication Systems (FOKUS) (lead)
  • Schloss Dagstuhl - Leibniz Centre for Informatics (LZI GmbH)
  • German National Library of Science and Technology (TIB)
  • Fraunhofer Institute for Applied Information Technology (FIT)
  • FIZ Karlsruhe - Leibniz Institute for Information Infrastructure
  • German Research Centre for Artificial Intelligence (DFKI)
  • RWTH Aachen University
  • Technische Universität Berlin
  • GESIS - Leibniz Institute for the Social Sciences
  • Technische Universität Dresden
  • Universität Hamburg
  • Leipzig University
  • ZBW - Leibniz Information Centre for Economics
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Publications

  1. 2024

  2. Published

    ORKG-Leaderboards: a systematic workflow for mining leaderboards as a knowledge graph

    Kabongo, S., D’Souza, J. & Auer, S., Mar 2024, In: International Journal on Digital Libraries. 25, 1, p. 41-54 14 p.

    Research output: Contribution to journalArticleResearchpeer review

  3. 2023

  4. Published

    Impact of COVID-19 research: a study on predicting influential scholarly documents using machine learning and a domain-independent knowledge graph

    Rabby, G., D’Souza, J., Oelen, A., Dvorackova, L., Svátek, V. & Auer, S., 28 Nov 2023, In: Journal of biomedical semantics. 14, 19 p., 18.

    Research output: Contribution to journalArticleResearchpeer review

  5. Published

    Organizing Scholarly Knowledge in the Open Research Knowledge Graph: An Open-Science Platform for FAIR Scholarly Knowledge

    Auer, S., Stocker, M., Karras, O., Oelen, A., D'Souza, J. & Lorenz, A., 7 Sept 2023, Proceedings of the Conference on Research Data Infrastructure. 4 p. (Proceedings of the Conference on Research Data Infrastructure ).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  6. Published

    The SciQA Scientific Question Answering Benchmark for Scholarly Knowledge

    Auer, S., Barone, D. A. C., Bartz, C., Cortes, E. G., Jaradeh, M. Y., Karras, O., Koubarakis, M., Mouromtsev, D., Pliukhin, D., Radyush, D., Shilin, I., Stocker, M. & Tsalapati, E., 4 May 2023, In: Scientific reports. 13, 7240.

    Research output: Contribution to journalArticleResearchpeer review

  7. Published

    Describing and Organizing Semantic Web and Machine Learning Systems in the SWeMLS-KG

    Ekaputra, F. J., Llugiqi, M., Sabou, M., Ekelhart, A., Paulheim, H., Breit, A., Revenko, A., Waltersdorfer, L., Farfar, K. E. & Auer, S., 2023, The Semantic Web : 20th International Conference, ESWC 2023, Hersonissos, Crete, Greece, May 28–June 1, 2023, Proceedings. Pesquita, C., Faria, D., Jimenez-Ruiz, E., McCusker, J., Dragoni, M., Dimou, A., Troncy, R. & Hertling, S. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 372-389 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13870 LNCS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  8. Published

    Divide and Conquer the EmpiRE: A Community-Maintainable Knowledge Graph of Empirical Research in Requirements Engineering

    Karras, O., Wernlein, F., Klunder, J. & Auer, S., 2023, 2023 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, ESEM 2023. IEEE Computer Society, (International Symposium on Empirical Software Engineering and Measurement).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  9. Published

    NFDI4DS Infrastructure and Services

    Schimmler, S., Wentzel, B., Bleier, A., Dietze, S., Karmakar, S., Mutschke, P., Kraft, A., Taffa, T. A., Usbeck, R., Boukhers, Z., Auer, S., Castro, L. J., Ackermann, M. R., Neumuth, T., Schneider, D., Abedjan, Z., Latif, A., Limani, F., Ahmad, R. A., Rehm, G., Khorasani, S. A. & Lieber, M., 2023, INFORMATIK 2023 - Designing Futures: Zukunfte gestalten: Proceedings. Klein, M., Krupka, D., Winter, C. & Wohlgemuth, V. (eds.). Gesellschaft fur Informatik (GI), p. 919-924 6 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-337).

    Research output: Chapter in book/report/conference proceedingConference contributionResearch

  10. Published

    Zero-shot Entailment of Leaderboards for Empirical AI Research

    Kabongo, S., D'Souza, J. & Auer, S., 2023, 2023 ACM/IEEE Joint Conference on Digital Libraries: JCDL. Institute of Electrical and Electronics Engineers Inc., p. 237-241 5 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries; vol. 2023-June).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review