Research at FIZ Karlsruhe

Research

Innovative, high-performance information infrastructures are needed more than ever as a foundation for excellent science, research and education that are successful in international competition. Digital change poses new challenges to everyone involved.

The amount of information and data generated by scientists is constantly growing. These data have to be managed, structured and aggregated, and new knowledge is generated by analyzing and interpreting them. Transparency, traceability and reproducibility as part of good scientific practice require new tools, processes and services. This raises completely new legal questions and places high demands on security and trustworthiness. Collaboration beyond the boundaries of institutions and disciplines, in virtual research environments, is gaining in importance. And education also takes place in virtual spaces, independent of time and place.

For FIZ Karlsruhe as a Leibniz institute for information infrastructure, these challenges have great potential for the future: We research into these issues in order to further develop our products and services according to our customers’ needs and to promote the state of the art. This enables us to fulfil our main task, i.e., to provide researchers and scientists with information and the related services, at a high level.

Research Areas

Information Service Engineering

The research department Information Service Engineering investigates models and methods for efficient semantic indexing, aggregation, linking, and retrieval of comprehensive heterogeneous and distributed data sources.
read more

Text and Data Mining (TDM)

Growing data volumes and complex information requirements are great challenges for information specialists. We research new concepts and methods, including text and data mining (TDM).
read more

e-Research

The profound digital change in the sciences requires novel systems, services, and tools.
read more
Publications

2019

  • Alam, M.: Can Knowledge Graphs and Deep Learning Approaches help in Representing, Detecting and Interpreting Metaphors? In: Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG2019), co-located with of the 16th Extended Semantic Web Conference 2019 (ESWC 2019), Portoroz, Slovenia, June 2, 2019 / Alam, Mehwish; Buscaldi, Davide; Sack, Harald et al. (eds.) Published on CEUR-WS.org: 11-Jun-2019; CEUR workshop proceedings Vol. 2377; S. 71-73 http://ceur-ws.org/Vol-2377/paper_8.pdf

  • Alam, M.; Buscaldi, D.; Cochez, M.; Osborne, F.; Reforgiato Recupero, D.; Sack, H. (Hrsg.): Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG2019), co-located with of the 16th Extended Semantic Web Conference 2019 (ESWC 2019), Portoroz, Slovenia, June 2, 2019; CEUR workshop proceedings Vol. 2377; http://ceur-ws.org/Vol-2377/

  • Alam, M.; Usbeck, R.; Pellegrini, T.; Sack, H.; Sure-Vetter, Y. (Hrsg.): Proceedings of the Posters and Demo Track of the 15th International Conference on Semantic Systems (SEMANTiCS 2019), Karlsruhe, September 9 - 12, 2019. CEUR workshop proceedings Vol. 2451; http://ceur-ws.org/Vol-2451/

  • Endres, D.; Alam, M.;  Şotropa, D. (Hrsg.): Graph-Based Representation and Reasoning, 24th International Conference on Conceptual Structures, ICCS 2019, Marburg, Germany, July 1-4, 2019, Proceedings; Cham: Springer 2019; ISBN 978-3-030-23181-1; Lecture Notes in Computer Science Vol. 11530; Lecture Notes in Artificial Intelligence Vol. 11530, 271 S. DOI: https://doi.org/10.1007/978-3-030-23182-8

  • Reforgiato Recupero, D.; Alam, M.; Buscaldi, D.; Grezka A.; Tavazoee, F.: Frame-Based Detection of Figurative Language in Tweets, IEEE Computational Intelligence Magazine, November 2019; Vol. 14 (4), S. 77-88; DOI: 10.1109/MCI.2019.2937614

  • Aras, H.: Analyse von Patentdaten mittels Workflows und Big-Data-Technologien Information – Wissenschaft & Praxis, Mai 2019; Vol. 70(2-3), S. 127–133; DOI: https://doi.org/10.1515/iwp-2019-2001

  • Müller, S.; Brunzel, M.; Kaun, D.; Biswas, R., Koutraki, M.; Tietz, T.; Sack, H.: HistorEx: Exploring Historical Text Corpora Using Word and Document Embeddings, In: The Semantic Web: ESWC 2019 Satellite Events, Portorož, Slovenia, June 2–6, 2019, Revised Selected Papers / Hitzler, Pascal; Kirrane, Sabrina; Hartig, Olaf et al. (Hrsg.); Cham: Springer 2019; 302 S.; ISBN 978-3-030-32326-4; Lecture Notes in Computer Science 11762, S. 136-140, DOI: https://doi.org/10.1007/978-3-030-32327-1_27

  • Boehm, F.: Kommentierung der Art. 77-84 DSGVO, In: Datenschutzrecht. DSGVO mit BDSG. Großkommentar / Simitis, Spiros; Hornung, Gerrit; Spiecker gen. Döhmann, Indra (Hrsg.); Baden-Baden: Nomos 2018; 1474 S.; ISBN 978-3-8487-3590-7, S. 1175-1228

  • Dimitrova, D.; De Hert, P.: The Rigth of Access under the Policy Directive: Small Steps forward, In: Privacy Technologies and Policy: 6th Annual Privacy Forum, APF 2018, Barchelona, Spain, June, 13-14, 2018. Revised selected papers / Medina, Manel; Mitrakas, Andreas; Rannenberg, Kai; Schweighofer, Erich; Tsouroulas, Nicolaos (Hrsg.); Springer 2018; ISBN 978-3-030-02546-5; Lecture Notes in Computer Science 11079, S. 111-130

  • Gesese, Genet A.; Biswas, R.; Sack, H.: A Comprehensive Survey of Knowledge Graph Embeddings with Literals: Techniques and Applications, In: Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG), co-located with of the 16th Extended Semantic Web Conference (ESWC 2019), Portoroz, Slovenia, June 2, 2019 / Alam, Mehwish; Buscaldi, Davide; Sack, Harals et al. (eds.), Published on CEUR-WS.org: 11-Jun-2019; CEUR workshop proceedings Vol. 2377; S. 31-40, http://ceur-ws.org/Vol-2377/paper_4.pdf,

  • Hulek, K.; Müller, F.; Schubotz, M.; Teschke, O.: Mathematical research data – an analysis through zbMATH references, Newsletter of the European Mathematical Society, No. 113, September 2019; S. 54-57; DOI:10.4171/NEWS/113/14

  • Zagorac, D.; Müller, H.; Rühl, S.; Zagorac, J.; Rehme, S.: Recent developments in the ICSD database: theoretical crystal structure data and related features, Journal of Applied CrystallographyOktober 2019, Vol. 52(Part 2), S. 918-925; http://scripts.iucr.org/cgi-bin/paper?in5024

  • Paniagua Taboada, O.: Current developments on the zbMATH interface
    Newsletter of the European Mathematical Society, No. 111, March 2019; S. 50-51; DOI:10.4171/NEWS/111/13

  • Saad, F.; Hackl-Sommer, R.: Building a Semantic Model for Linking and Visualizing Patent Citations (SeMViPaC), In: conference proceedings. 21st International Conference on Information Integration and Web-based Applications & Services (iiWAS2019), 2-4 December 2019, in München by ACM with the ISBN 978-1-4503-7179-7

  • Saad, F.: Named Entity Recognition for Biomedical Patent Text using Bi-LSTM Variants, In: conference proceedings. 21st International Conference on Information Integration and Web-based Applications & Services (iiWAS2019), 2-4 December 2019, in München by ACM with the ISBN 978-1-4503-7179-7

  • Waitelonis, J.; Jürges, H.; Sack, H.: Remixing Entity Linking Evaluation Datasets for Focused Benchmarking, Semantic Web Journal, Januar 2019, Vol. 10(2), S. 385 – 412; DOI: 10.3233/SW-180334 

  • Acosta, M.; Cudré-Mauroux, P.; Maleshkova, M.; Pellegrini, T.; Sack, H.; Sure-Vetter, Y. (Eds.): Semantic Systems. The Power of AI and Knowledge Graphs, 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9–12, 2019, Proceedings. Cham: Springer, 2019; ISBN: 978-3-030-33219-8 (Print), ISBN: 978-3-030-33220-4 (Online); Lecture Notes in Computer Science 11702, 409 S., DOI: 10.1007/978-3-030-33220-4.

  • Rahal, R.-M.; Schubotz, M.: OSR166 Fellow-Programm, http://www.openscienceradio.org/2019/05/03/osr166-fellow-programm-rima-maria-rahal-und-moritz-schubotz-wmde-de/, OpenScienceRadio-Gespräch

  • Schubotz, M.; Teschke, O.; Stange, V.; Meuschke, N.; Gipp, B.: Forms of Plagiarism in Digital Mathematical Libraries, In: Intelligent Computer Mathematics. 12th International Conference, CICM 2019, Prague, Czech Republic, July 8–12, 2019. Proceedings / Kaliszyk, Cezary; Brady Edwin; Kohlhase Andrea; Sacerdoti Coen, Claudio (Hrsg.); Cham: Springer, 2019; ISBN 978-3-030-23249-8; Lecture Notes in Computer Science 11617, S. 258-274, DOI: 978-3-030-23250-4_18

  • Schubotz, M.; Teschke, O.: Four Decades of TeX at zbMATH,Newsletter of the European Mathematical Society, No. 112, Juni 2019; S. 50-51; DOI:10.4171/NEWS/112/15

  • Sofean, M.; Aras, H.,: Technological areas detection and clustering for large-scale of patent texts, The International Conference on Big Data Analytics, Data Mining and Computational Interlligence 2018 (BigDaCI), 17.07.-20.07.2018, Madrid, Spanien

  • Soltau, K.; Razum, M.; Strecker, D.: Management digitaler Forschungsdaten im akademischen Umfeld – Lessons learned aus der Einführung von RADAR, In: Forschungsdaten - Sammeln, sichern, strukturieren. 8. Konferenz der Zentralbibliothek, Forschungszentrum Jülich, WissKom 2019, Jülich, 04-06 Juni 2019. Proceedings / Mittermaier, B. (Hrsg.); Jülich: Forschungszentrum Jülich GmbH Zentralbibliothek Verlag, 2019; ISBN 978-3-95806-405-8; Schriften des Forschungszentrums Jülich, Reihe Bibliothek / Library 23, S. 119-135

  • Soltau, K.; Strecker, D.:Bedarfsgesteuerte Entwicklung einer Forschungsdateninfrastruktur am Beispiel des generischen Repositoriums RADAR, Bausteine Forschungsdatenmanagement, 2019, Nr. 2, https://bausteine-fdm.de/article/view/8162,https://doi.org/10.17192/bfdm.2019.2.8162
     
  • Keles, I.; Qawasmeh, O.; Tietz, T.; Marinucci, L.; Reda, R.; van Erp, M.:A Proposal for a Two-way Journey on Validating Locations in Unstructured and Structured Data, In: Proc. of the 2nd Conference on Language, Data and Knowledge, Research Track Position Paper (LDK 2019). Published on OASICS Vol 70, DOI: 10.4230/OASIcs.LDK.2019.13
     
  • Tietz, T., Sack, H.: Linked Data supported Content Analysis for Sociology, In: Semantic Systems. The Power of AI and Knowledge Graphs, 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9–12, 2019, Proceedings/Acosta, Mirabel; Cudré-Mauroux, Philippe; Maleshkova, Maria; Pellegrini, Tasillo; Sack, Harald; Sure-Vetter, York (Eds.); Cham: Springer, 2019; ISBN: 978-3-030-33219-8 (Print), ISBN: 978-3-030-33220-4 (Online); Lecture Notes in Computer Science 11702, S. 34-49, DOI: https://doi.org/10.1007/978-3-030-33220-4_3
     
  • Tietz, T.; Sack, H.:Open Cultural Heritage Data in University Programming Courses, In: The Semantic Web: ESWC 2019 Satellite Events, Portorož, Slovenia, June 2–6, 2019, Revised Selected Papers / Hitzler, Pascal; Kirrane, Sabrina; Hartig, Olaf et al. (Hrsg.); Cham: Springer 2019; ISBN 978-3-030-32326-4; Lecture Notes in Computer Science 11762, S. 172-175,DOI: https://doi.org/10.1007/978-3-030-32327-1_34
     
  • Tietz, T.; Waitelonis, J.; Zhou, K.; Felgentreff, P.; Meyer, N.; Weber, A.; Sack, H.: Linked Stage Graph, In: Proceedings of the Posters and Demo Track of the 15th International Conference on Semantic Systems (SEMANTiCS 2019), Karlsruhe, September 9 - 12, 2019 / Alam, Mehwish; Usbeck, Ricardo; Pellegrini, Tassilo; Sack, Harald; Sure-Vetter, York (eds.). Published on CEUR-WS.org: CEUR workshop proceedings Vol. 2451

  • Türker, R.: Knowledge-Based Dataless Text Categorization, In: The Semantic Web: ESWC 2019 Satellite Events, Portorož, Slovenia, June 2–6, 2019, Revised Selected Papers / Hitzler, Pascal; Kirrane, Sabrina; Hartig, Olaf et al. (Hrsg.); Cham: Springer 2019; 302 S.; ISBN 978-3-030-32326-4; LectureNotes in Computer Science 11762, S. 231-241, DOI: https://doi.org/10.1007/978-3-030-32327-1_42

  • Türker, R.; Zhang, L.; Koutraki, M.; Sack, H.: Knowledge Based Short Text Categorization Using Entity and Category Embeddings,In: The Semantic Web, 16th International Conference, ESWC 2019, Portorož, Slovenia, June 2–6, 2019. Proceedings / Pascal Hitzler; Miriam Fernández; Krzysztof Janowicz; Amrapali Zaveri; Alasdair J.G. Gray; Vanessa Lopez; Armin Haller; Karl Hammar (Hrsg.); Cham: Springer 2019; 622 S.; ISBN 978-3-030-21347-3; Lecture Notes in Computer Science Vol. 11503, S. 346-362, DOI: https://doi.org/10.1007/978-3-030-21348-0_23

  • Weisel, L.: Learntec 2019: Wissen und Information durch digitale Bildung besser erfahrbar machen, Tagungsbericht, Information – Wissenschaft & Praxis, Mai 2019; Vol. 70(2-3), S. 145–146; DOI: 10.1515/iwp-2019-2004

 

More Publications

Publication archive

Volumes 2011 - 2018

Publications