Outcome

Our outcome comprises scientific Publications, Talks, and Events we organize.

Moreover, we provide Datasets, Models, and Code containing e.g. Shared task data containing Training data, Validation Data, Test data, Metadata schema, crosswalks, KG representations, Models, Documentation (e.g. best practices for DS), and training material (e.g. video series) for our community.

All our data provided

adheres to scientific state-of-the-art practices
is high quality by practices and procedures as curation, review, verification and validation, and evaluation
if applicable, is investigated on fairness and adheres to the GDPR and related regulations

Talks & Publications

2023

Software ate the world - and Open Source is eating software! NFDI4DS Lecture Series Nov 28th 2023. online.
Marco Jahn. [Link]

Introduction to AI4Life. NFDI4DS Lecture Series Oct 24th 2023. online.
Beatriz Serrano-Solano. [Link]

NFDI4DS at a Glance Talk at Informatik 2023 26 -29 September 2023. Berlin. Germany
Schimmler, Sonja; Hennig, Christine [Link]

Community and Training in NFDI4DS Talk at Informatik 2023 26 -29 September 2023. Berlin. Germany
Lorenz, Anna-Lena; Christoforaki, Maria; Hennig, Christine; Kraft, Angelie; von Maltzan, Stephanie; Schimmler, Sonja [Link]

NFDI4DS Transfer and Application Talk at Informatik 2023 26 -29 September 2023. Berlin. Germany
Borisova, Ekaterina; Abu Ahmad, Raia; Rehm, Georg; Usbeck, Ricardo; D’Souza, Jennifer; Stocker, Markus; Auer, Sören; Gilsbach, Judith; Wolschewski, Anastasia; Keller, Johannes; Schneider, Daniel; Neumuth, Thomas; Schimmler, Sonja [Link]

NFDI4DS Shared Tasks Talk at Informatik 2023 26 -29 September 2023. Berlin. Germany
Abu Ahmad, Raia; Borisova, Ekaterina; Rehm, Georg; Dietze, Stefan; Kamakar, Saurav; Otto, Wolfgang; D’Souza, Jennifer; Limani, Fidan; Usbeck, Ricardo [Link]

NFDI4DS Infrastructure and Services Talk at Informatik 2023 26 -29 September 2023. Berlin. Germany
Schimmler, Sonja; Wentzel, Bianca; Bleier, Arnim; Dietze, Stefan; Karmakar, Saurav; Mutschke, Peter; Kraft, Angelie; Taffa, Tilahun A.; Usbeck, Ricardo; Boukhers, Zeyd; Auer, Sören; Castro, Leyla J.; Ackermann, Marcel R.; Neumuth, Thomas; Schneider, Daniel; Abedjan, Ziawasch; Latif, Atif; Limani, Fidan; Abu Ahmad, Raia; Rehm, Georg; Attar Khorasani, Sima; Lieber, Matthias [Link]

Research Knowledge Graphs in NFDI4DS Talk at Informatik 2023 26 -29 September 2023. Berlin. Germany
Karmakar, Saurav; Zloch, Matthäus; Limani, Fidan; Zapilko, Benjamin; Upadhyaya, Sharmila; D’Souza, Jennifer; Castro, Leyla J.; Rehm, Georg; Ackermann, Marcel R.; Sack, Harald; Boukhers, Zeyd; Schimmler, Sonja; Dessí, Danilo; Mutschke, Peter; Dietze, Stefan [Link]

Open Science Best Practices in Data Science and Artificial Intelligence Talk at CoRDI 2023 12 – 14 September 2023. Karlsruhe. Germany.
E. Borisova; R. Abu Ahmad; G. Rehm [Link]

NFDI4DS Gateway and Portal Poster at CoRDI 2023 12 – 14 September 2023. Karlsruhe. Germany.
Ricardo Usbeck, Tilahun Abedissa Taffa, Rudy Alexandro Garrido Veliz, Rana Abdullah, Najeebullah Sham, Bianca Wentzel, Zongxiong Chen, Sonja Schimmler [Link]

Schema.org as a Lightweight Harmonization Approach for NFDI Talk at CoRDI 2023 12 – 14 September 2023. Karlsruhe. Germany.
L. Castro; J. Fluck; D. Arend; M. Lange; D. Martini; S. Neumann; S. Schimmler; D. Rebholz-Schuhmann [Link]

Machine-Actionable Metadata for Software and Software Management Plans for NFDI Talk at CoRDI 2023 12 – 14 September 2023. Karlsruhe. Germany.
O. Giraldo; D. Dessi; S. Dietze; D. Rebholz-Schuhmann; L. Castro [Link]

Organizing Scholarly Knowledge in the Open Research Knowledge Graph Talk at CoRDI 2023 12 – 14 September 2023. Karlsruhe. Germany.
S. Auer; M. Stocker; O. Karras; A. Oelen; J. D’Souza; A.-L. Lorenz [Link]

Knowledge Graph based RDM Solutions: NFDI4Culture – NFDI-MatWerk – NFDI4DataScience Talk at CoRDI 2023 12 – 14 September 2023. Karlsruhe. Germany.
H. Sack; T. Schrade; O. Bruns; E. Posthumus; T. Tietz; E. Norouzi; J. Waitelonis; H. Fliegl; L. Söhn; J. Tolksdorf; J. Steller; A. Azócar Guzmán; S. Fathalla; A. Ihsan; V. Hofmann; S. Sandfeld; F. Fritzen; A. Laadhar; S. Schimmler; P. Mutschke [Link]

Base4NFDI – Basic Services for NFDI: Creating NFDI-wide basic services in a world of specific domains Talk at CoRDI 2023 12 – 14 September 2023. Karlsruhe. Germany.
S. Schimmler; R. Altenhöner; L. Bernard; J. Fluck; A. Klinger; S. Lorenz; B. Mathiak; B. Miller; R. Ritz; T. Schörner-Sadenius; A. Sczyrba; R. Stein [Link]

Towards a Research Data Commons in the German National Research Data Infrastructure NFDI: Vision, Governance, Architecture Talk at CoRDI 2023 12 – 14 September 2023. Karlsruhe. Germany.
M. Diepenbroek; I. Kostadinov; B. Seeger; F. Glöckner; M. Dieckmann; A. Goesmann; B. Ebert; S. Schimmler; Y. Sure-Vetter [Link]

Harmonising, Harvesting, and Searching Metadata across a Repository Federation Poster at CoRDI 2023 12 – 14 September 2023. Karlsruhe. Germany.
Steffen Neumann, Felix Bach, Leyla Castro, Tillmann G. Fischer, Stefan Hofmann, Pei-Chi Huang, Nicole Jung, Bhavin Katabathuni, Fabian Mauz, Rene Meier, Venkata Chandrasekhar Nainala, Noura Rayya, Christoph Steinbeck, Oliver Koepler [Link]

PIDs in the Natural Sciences Poster at CoRDI 2023 12 – 14 September 2023. Karlsruhe. Germany.
Thomas Schörner, Anton Barty, Markus Demleitner, Harry Enke, Oliver Koepler, Martin Köhler, Bridget Murphy, Sonja Schimmler, Lisa-Marie Stein [Link]

Enhancing Reproducibility in Research through FAIR Digital Objects Poster at CoRDI 2023 12 – 14 September 2023. Karlsruhe. Germany.
Zeyd Boukhers, Leyla Jael Castro [Link]

RO-Crates meets FAIR Digital Objects Poster at CoRDI 2023. 12 – 14 September 2023. Karlsruhe. Germany.
Leyla Jael Castro, Stian Soliland-Reyes, Dietrich Rebholz-Schuhmann. [Link]

An Extensive Methodology and Framework for Quality Assessment of DCAT-AP Datasets. Talk at IFIP EGov. Sept 5th-7th 2023. Budapest.
Bianca Wentzel, Fabian Kirstein, Torben Jastrow, Raphael Sturm, Michael Peters, Sonja Schimmler [Link]

FAIRness in NFDI4DataScience International Workshop on Science Gateways. June 13-15th 2023. Tübingen. Germany.
Leyla Jael Castro, Olga Giraldo, Sonja Schimmler, Dietrich Rebholz-Schuhmann. [Link]

Open Research Knowledge Graph. NFDI Infra Talk at NFDI e.V. Sept 4th 2023. online.
Anna-Lena Lorenz, Sören Auer and Kheir Eddine Farfar. [Link]

The Open Modeling Foundation: a Global Community for Standards-Based Modeling of Human and Natural Systems. NFDI4DS Lecture Series June 21th 2023. online.
Michael Barton. [Link]

OpenCitations. NFDI4DS Lecture Series April 3th. 2023 online.
Silvio Peroni. [Link]

Collaborative work in NFDI TF Evaluation & Reporting. https://doi.org/10.5281/zenodo.8296724

White Paper: Umgang mit Zielen der BLV als Grundlage für die Strukturevaluation TF Evaluation & Reporting. https://doi.org/10.5281/zenodo.8192533

2022

NFDI Science Slam at Berlin Science Week 2022 Science Slam. Berlin Science Week. November 9th. Berlin. Germany.
Hendrik Seitz-Moskaliuk, David Ohse, Janete Saldanha Bach, Mohammad Khatamirad, Anna-Lena Lorenz, Sonja Schimmler. [Link] https://youtube.com/playlist?list=PL766zD6HYeC8Fz10mUAHxCVAfwLqky3MT

NFDI4DataScience Panel at Informatik 2022. GI. September 29th. Hamburg. Germany.
Sonja Schimmler. [Link]

The Open Research Knowledge Graph in NFDI4Ing and NFDI4DataScience. Workshop at ACM/IEEE Joint Conference on Digital Libraries. June 23rd. Cologne. Germany.
Anna-Lena Lorenz, Sören Auer, Stefan Dietze, Oliver Karras, Peter Mutschke, Allard Oelen, Markus Stocker. [Link]

FAIR Digital Objects within NFDI4DataScience and Beyond. NFDI Infra Talk at NFDI e.V. June 20th. online. [Link]

7th Natural Language Interfaces for the Web of Data Workshop. Workshop at ESWC. May 29th. Hersonissos, Greece.
Ricardo Usbeck. [Link]

NFDI4DataScience Vernetzungstreffen zur Zusammenarbeit der NFDI-Konsortien mit Bremer Beteiligung. Talk at NFDI4Biodiversity. May 20th. Bremen. Germany.
Sonja Schimmler. [Link]

NFDI4DataScience Leitbild einer fairen Datenökonomie in Deutschland und Europa. Talk at Fraunhofer. March 15th. online. [Link]

Blogpost on Mybinder.org https://2i2c.org/blog/2022/gesis-2i2c-collaboration-update/

Base4NFDI - Basic Services for NFDI L. Bernard, R. Altenhöner, F. Böhm, M. Diepenbroek, B. Ebert, J. Fluck, S. Herres-Pawlis, A. Klinger, O. Koepler, S. Lorenz, B. Mathiak, B. Miller, P. Pelz, N. Rißler-Pipka, R. Ritz, U. Sax, S. Schimmler, T. Schörner, T. Schrade, M. Schubotz, A. Sczyrba, R. Stein, & D. Suchodoletz. https://doi.org/10.5281/zenodo.8329192

Positionspapier: Recht auf Datenzugang für öffentliche Forschung schafft gesellschaftlichen Mehrwert NFDI e.V. https://www.nfdi.de/positionspapier-recht-auf-datenzugang-fuer-oeffentliche-forschung-schafft-gesellschaftlichen-mehrwert/

2021

NFDI Science Slam at Berlin Science Week 2021. Science Slam. Berlin Science Week. November 9th. Berlin. Germany.
York Sure-Vetter, Konrad Förstner, Sonja Schimmler. [Link] https://youtu.be/QpKHEbjvjOA

A national research data infrastructure for data science and artificial intelligence. Leipziger Semantic Web Tag. AKSW. July 7th. online.
Sonja Schimmler. [Link]

Leipzig-Berlin-Erklärung zu NFDI-Querschnittsthemen der Infrastrukturentwicklung. M. Bierwirth, F. O. Glöckner, C. Grimm, S. Schimmler, F. Boehm, C. Busse, A. Degkwitz, O. Koepler, & H. Neuroth. https://doi.org/10.5281/zenodo.3895209

2020

Leipzig-Berlin-Erklärung zu NFDI-Querschnittsthemen der Infrastrukturentwicklung [Link]

NFDI Querschnittsthemen der Infrastrukturentwicklung. Workshop in Berlin.

2019

NFDI Querschnittsthemen der Infrastrukturentwicklung. Workshop in Leipzig.