Forschung

Die Wissenschaft erzeugt immer größere Mengen an Information und Daten. Diese müssen verwaltet, strukturiert und aggregiert werden, und ihre Analyse und Interpretation erzeugen neues Wissen. Transparenz, Nachvollziehbarkeit und Reproduzierbarkeit als Teil der guten wissenschaftlichen Praxis erfordern neue Werkzeuge, Prozesse und Dienste. Dabei stellen sich gänzlich neue Rechtsfragen ebenso wie hohe Anforderungen an Sicherheit und Vertrauenswürdigkeit. Kooperation über Einrichtungs- und Disziplingrenzen hinweg, in virtuellen Forschungsumgebungen, gewinnt an Bedeutung. Und ebenso findet Bildung orts- und zeitunabhängig in virtuellen Räumen statt.

Für FIZ Karlsruhe als Leibniz-Institut für Informationsinfrastruktur ist mit diesen Herausforderungen ein hohes Zukunftspotenzial verbunden: Wir forschen an diesen Fragestellungen, um unsere Produkte und Dienstleistungen bedarfsgerecht weiterzuentwickeln und dabei den Stand der Technik voranzubringen – und damit unsere Kernaufgabe auf hohem Niveau zu erfüllen: die Versorgung von Wissenschaft und Forschung mit Information und damit zusammenhängenden/entsprechenden Dienstleistungen.

2022

• Alam, Mehwish; Iana, Andreea; Grote, Alexander; Ludwig, Katharina; Müller, Philipp; Paulheim, Heiko: Towards Analyzing the Bias of News Recommender Systems Using Sentiment and Stance Detection, In Beyond Facts: 2nd International Workshop on Knowledge Graphs for Online Discourse Analysis co-located with the Web Conference.
  Keywords: News Recommender Systems, Stance Detection, Sentiment Analysis
  Preprint: https://arxiv.org/pdf/2203.05824.pdf
• Iana, Andreea; Alam, Mehwish; Paulheim, Heiko. A Survey on Knowledge-Aware News Recommender Systems (Accepted). Semantic Web Journal.
  Keywords: News Recommender Systems, Knowledge Graphs
  Link to preprint: http://www.semantic-web-journal.net/system/files/swj2991.pdf
• Ottolina, Giorgio; Palmonari, Matteo; Alam, Mehwish; Vimercati, Manuel
  On the impact of temporal reresentations on metaphor detection
  Keywords: Metaphor Detection, Temporal Word Embeddings
  Preprint available on arXiv.org, 2021, Keywords: Metaphor Detection, Temporal Word Embeddings, Static Word Embeddings, https://arxiv.org/pdf/2111.03320.pdf
• Ludwig, Katharina; Grote, Alexander; Iana, Andreea; Alam, Mehwish; Paulheim, Heiko; Sack, Harald; Weinhardt, C.; Müller, Philipp:  Recommended Polarization? The (limited) effects of content- and sentiment-based news recommendation on affective, ideological, and perceived polarization. International Communication Association Conference, 2022. Keywords: News Recommendation, Sentiment Analysis, Polarization
• Alam, Mehwish; Buscaldi, Davide; Cochez, Michael; Osborne, Francesco; Reforgiato Recupero, Diego; Sack, Harald (Eds): Editorial of the Special Issue on Deep Learning and Knowledge Graphs. Semantic Web Journal, DOI: 10.3233/SW-223099, Link: https://content.iospress.com/articles/semantic-web/sw223099
  Keywords: Knowledge Graphs, KG, Entity Linking
• Alam, Mehwish; Fensel, Anna; Martinez-Gil, Jorge; Moser, Bernhard; Reforgiato Recupero, Diego; Sack, Harald (Eds): Special Issue on Machine Learning and Knowledge Graphs. Future Generation Computer Systems, Volume 129, 2022, pp. 50-53. ISSN: 0167-739X, DOI: https://doi.org/10.1016/j.future.2021.11.022
  Keywords: Machine Learning, Knowledge Graphs
• Bach, Felix; Degkwitz, Andreas; Horstmann, Wolfram et al.
  Concept for Setting up a Working Group in the NFDI Section "Common Infrastructures“
  Preprint available on Zenodo, 2022, Keywords: NFDI, Long Term Archiving and Access (LTA), Base4NFDI, DOI: 10.5281/zenodo.6451455
• Bach, Felix; Klar, Jochen; Loewe, Axel et al.: The OpenCARP CDE: Concept for and Implementation of a Sustainable Collaborative Development Environment for Research Software, Bausteine Forschungsdatenmanagement, 2022; No. 1, p. 64-84;
  Keywords: Technical Infrastructure, Collaborative Software Development (CDE)
  DOI: 10.17192/bfdm.2022.1.8368
• Elberskirch, Linda; …; Binder, Kunigunde; Bonatto Minella, Christian; Razum, Matthias et al.: How Structured Metadata Acquisition Contributes to the Reproducibility of Nanosafety Studies: Evaluation by a Round-Robin Test, Nanomaterials, 2022; Vol. 12, 1053; Keywords: Interlaboratory Comparison, Description Standards, Nanosafety Studies,
  DOI: 10.3390/nano12071053
• Biswas, Russa; Chen, Yiyi; Paulheim, Heiko; Sack, Harald; Alam, Mehwish: It's All in the Name: Entity Typing Using Multilingual Language Models Preprint available on EasyChair Preprints, No. 7809, 2022; 5 p.vKeywords: Classification, Entity Type Prediction, Knowledge Graph Completion, Multilingual Language Models, https://easychair.org/publications/preprint/BHWG
• Biswas, Russa; Sack, Harald; Alam, Mehwish MADLINK: Attentive Multihop and Entity Descriptions for Link Prediction in Knowledge Graphs (Accepted), Semantic Web Journal. Keywords: Knowledge Graph Embedding, Link Prediction [local copy (PDF)].
• Dimitrova, Diana; Ekimdzhiev and Others v. Bulgaria: Secret Surveillance and Electronic Communications Surveillance Only with Adequate Safeguards, or Nothing New Under the Sun. In: The Strasbourg Observers Blog;  March 02, 2022, https://strasbourgobservers.com/2022/03/02/ekimdzhiev-and-others-v-bulgaria-nothing-new-under-the-sun/
• Contribution to the public consultation on the Guidelines 01/2022 on data subject rights – the right of access, Drechsler, L., Jasmontaite, L., Gkotsopoulou, O. & Dimitrova, Diana; 23 Mar 2022, 8 p. https://edpb.europa.eu/sites/default/files/webform/public_consultation_reply/20220311.EDPB_Guidelines_Access_CLEAN_FINAL.pdf
• Dimitrova, Diana Surveillance at the borders: Travellers and their data protection rights, In: Research Handbook on Privacy and Data Protection Law. Values, Norms and Global Politics / González Fuster, Gloria; Van Brakel, Rosamunde; De Hert, Paul (eds.); Elger: Cheltenham, 2022; ISBN 978 1 78643 850 8; 480 p.; p. 302-334, https://www.e-elgar.com/shop/gbp/research-handbook-on-privacy-and-data-protection-law-9781786438508.html
• Landwehr, Matthias; Schneider, Gabriel; Hofmann, Stefan; Razum, Matthias; Soltau, Kerstin Lokal betrieben, remote gepflegt – Software für ein Datenrepositorium in Kooperation implementieren Online published in: E-Science-Tage 2021: Share Your Research Data / Heuveline, Vincent; Bishe, Nina (eds.); Heidelberg: heiBOOKS, 2022; 428 S.; ISBN 978-3-948083-54-0 (PDF); S. 44-53; Keywords: Datenrepositorium, Repositorien-Software, RADAR local, DOI: 10.11588/heibooks.979.c13717
• Santini, Christian; Gesese, Genet Asefa; S. Peroni, A. Gangemi; Sack, Harald; Alam, Mehwish: A Knowledge Graph Embeddings based Approach for Author Name Disambiguation using Literals. arxiv pre-prints, arXiv:2201.09555, 2022.
  Keywords: Author Name Disambiguation, Knowledge Graph, [local copy (PDF)]
• Schubotz, Moritz; Satpute, Ankit; Greiner-Petter, Andre et al.
  Caching and Reproducibility: Making DataScience experiments faster and FAIRer
  Frontiers in research metrics and analytics, 2022; Vol. 7; Keywords: Caching, Data Science, Reproducibility of Results DOI: 10.3389/frma.2022.861944
• Greiner-Petter, André; Cohl, Howard S.; Youssef, Abdou; Schubotz, Moritz et al.: Comparative Verification of the Digital Library of Mathematical Functions and Computer Algebra Systems, Preprint available on arXiv.org, 2022, https://arxiv.org/abs/2201.09488
  Keywords: Digital Mathematical Library, Computer Algebra Systems, Mathematical Expressions
• Tan, Mary Ann; Posthumus, Etienne; Sack, Harald: Audio Ontologies for Intangible Cultural Heritage. UPCOMING In Proceedings of the 19th Extended Semantic Web Conference - Posters and Demos (ESWC2022). Keywords: Ontology, Digital Library, Cultural Heritage, Audio [local copy (PDF)]