DEM - Data Exploitation Methods

Development of methods for exploring and analysis of large data collections
Repositories

The Data Exploitation Methods (DEM) department has been a part of SCC since 2018. Previously located at the Institute for Process Data Processing and Electronics (IPE), the connection to the SCC is a consequence of its proximity to the Helmholtz Engineering Digital Futures programme. The DEM department is a competent partner for research data management and data analysis with its expertise in dealing with heterogeneous data volumes.
 
DEM offers doctorates, student theses and HiWi positions for many exciting research topics (see jobs and theses at DEM).

 

Publications and Software


2025
Management of Reference Data in Materials Science and Engineering Exemplified for Creep Data of a Single-Crystalline Ni-Based Superalloy
Ávila C, L. A.; Shakeel, Y.; Gedsun, A.; Forti, M.; Hunke, S.; Han, Y.; Hammerschmidt, T.; Aversa, R.; Olbricht, J.; Chmielowski, M.; Stotzka, R.; Bitzek, E.; Hickel, T.; Skrotzki, B.
2025. Acta Materialia, 286, 120735. doi:10.1016/j.actamat.2025.120735
A Gold Standard Benchmark Dataset for Digital Humanities
Kraus, F.; Blumenröhr, N.; Götzelmann, G.; Tonne, D.; Streit, A.
2025. OM-2024: The 19th International Workshop on Ontology Matching collocated with the 23rd International Semantic Web Conference (ISWC 2024), November 11th, Baltimore, USA, 1–17, RWTH Aachen
2024
FAIR Digital Objects for the Realization of Globally Aligned Data Spaces
Blumenröhr, N.; Ost, P.-J.; Kraus, F.; Streit, A.
2024. 2024 IEEE International Conference on Big Data (BigData), 15th -18th December 2024, Washington DC, USA., 374–383, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/BigData62323.2024.10825796
Model driven data space exploration: Interoperable infrastructure for experimental and computational data
Kerzel, U.; Mathews, P.; Mouhib, F.-Z.; Siemer, N.; Kruzikova, P.; Hunke, S.; Ost, P.; Korte-Kerzel, S.; Hickel, T.
2024. Zenodo. doi:10.5281/zenodo.14184496
The EM Glossary: a community effort towards a harmonized terminology in electron microscopy
Brendike-Mannix, O.; Hofmann, V.; Pauly, C.; Kühbach, M.; Wollgarten, M.; Konijnenberg, P.; Schröder, R. R.; Aversa, R.; Brockhauser, S.; Özkan, Ö.; Azócar Guzmán, A.; Sedeqi, M. R.; Sandfeld, S.
2024, November 18. 3rd Helmholtz Metadata Collaboration Conference (2024), Online, November 4–6, 2024. doi:10.5281/zenodo.14178185
Design, Implementierung und Evaluierung eines Web-Editors für Research Object Crates. bachelor’s thesis
Raquet, C.
2024, September 26. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000178790
Framework for Curation and Distribution of Reference Datasets on the Example of Creep Data of Ni-Base Superalloys
Ávila, L. A. Calderón; Shakeel, Y.; Gedsun, A.; Forti, M.
2024, September 26. Materials Science and Engineering Congress (MSE 2024), Darmstadt, Germany, September 24–26, 2024
Common Service Architecture for NFDI-MatWerk: Technical & Infrastructure Components Built for the MSE Community
Hunke, S.; Shakeel, Y.; Moghaddam, A.; Stotzka, R.
2024, September 26. Materials Science and Engineering Congress (MSE 2024), Darmstadt, Germany, September 24–26, 2024
Materials Data Infrastructure and Ontology Development for Exemplary Reference Dataset
Gedsun, A.; Shakeel, Y.
2024, September 24. Materials Science and Engineering Congress (MSE 2024), Darmstadt, Germany, September 24–26, 2024
Metadata schema and mapping service for FIB/SEM serial-sectioning and computed tomography
Pauly, C.; Joseph, R. E.; Vitali, E. G. G.; Aversa, R.; Stotzka, R.; Mücklich, F.; Engstler, M.; Hermann, H.-G.; Fell, J.
2024, September 24. Materials Science and Engineering Congress (MSE 2024), Darmstadt, Germany, September 24–26, 2024
Integration of controlled vocabularies or ontologies in metadata schemas
Abdildina, G.; Aversa, R.; Jejkal, T.; Ost, P.-J.
2024, September 24. Materials Science and Engineering Congress (MSE 2024), Darmstadt, Germany, September 24–26, 2024
Data Processing and Data Assimilation
Jha, V.
2024, September 12. KCDS Workshop on Data Processing and Data Assimilation (2024), Karlsruhe, Germany, September 11–12, 2024
Metadata Management in practice using MatWerk tools
Chelbi, S.
2024, September 11. National Research Data Infrastructure for Materials Science and Engineering: NFDI-MatWerk Summer School (2024), Bremen, Germany, September 10–12, 2024
The journey towards metadata management
Aversa, R.
2024, September 11. National Research Data Infrastructure for Materials Science and Engineering: NFDI-MatWerk Summer School (2024), Bremen, Germany, September 10–12, 2024
Webinar on Studies in Europe
Jha, V.
2024, August 31. Webinar on Studies in Europe (2024), Bengaluru, India, August 30–31, 2024
mapping-service
Inckmann, M.; Jejkal, T.; Hartmann, V.; Pfeil, A.
2024, August 27. doi:10.5281/zenodo.13378984
Research Ideas to Patents: A Walkthrough
Jha, V.
2024, August 22. Intercollegiate Faculty Development Program (2024), Bengaluru, India, August 19–23, 2024
IUC04: Towards semi automated construction of Defect Phase Diagrams
Rejiba, K.; Mathews, P.; Siemer, N.; Kerzel, U.; Kruzikova, P.; Saikia, U.; Philipp, O.; Korte-Kerzel, S.; Hickel, T.
2024. Zenodo. doi:10.5281/zenodo.13220179
NFDI-MatWerk/IUC02 Data schema for creep data of Ni-based superalloys including a comprehensive documentation of test results and metadata
Ávila Calderón, L. A.; Alexander, L.; Shakeel, Y.; Schriever, S.; Gedsun, A.; Forti, M.; Jordan, H.; Han, Y.; Baer, O.; Aversa, R.; Olbricht, J.; Hammerschmidt, T.; Hickel, T.; Skrotzki, B.
2024. Zenodo. doi:10.5281/zenodo.11668376
FAIR Data Commons Application Use Cases
Chelbi, S.; Jejkal, T.
2024, July 4. Helmholtz Metadata Collaboration Summer Meeting (HMC 2024), Kiel, Germany, July 2–5, 2024
Easy Creation of Controlled Vocabularies Using EVOKS
Abdildina, G.; Aversa, R.; Kraus, F.; Ost, P.; Chelbi, S.; Jejkal, T.; Stotzka, R.; Blumenröhr, N.; Frank, L.; Götzelmann, G.; Hartmann, V.; Jha, V.; Pfeil, A.; Shakeel, Y.; Tögel, P.; Tonne, D.; Giulio, E.; Vitali, G.
2024, July 3. Helmholtz Metadata Collaboration Summer Meeting (HMC 2024), Kiel, Germany, July 2–5, 2024
NFFA-Europe Pilot - D9.3 - Integration of the second set of the VA offer
Aversa, R.; Blumenröhr, N.; Vitali, E. G. G.; Recchia, A.
2024, June 19. Zenodo. doi:10.5281/zenodo.12168771
Research data usecase: Scanning Electron Microscopy
Aversa, R.
2024, June 13. NEP Summer School on Data Management and Virtual Access (2024), Heraklion, Greece, June 12–14, 2024
How to describe data: Metadata Schemas
Aversa, R.
2024, June 13. NEP Summer School on Data Management and Virtual Access (2024), Heraklion, Greece, June 12–14, 2024
Introduction to FAIR Principles
Aversa, R.
2024, June 12. NEP Summer School on Data Management and Virtual Access (2024), Heraklion, Greece, June 12–14, 2024
NEP Summer School on Data Management and Virtual Access: basics and motivations
Aversa, R.
2024, June 12. NEP Summer School on Data Management and Virtual Access (2024), Heraklion, Greece, June 12–14, 2024
Annotationen im Medienwandel
Ernst, F.; Götzelmann, G.; Hegel, P.; Kalchreuter, C.; Krewet, M.; Rapp, A.; Schenk, T.; Tonne, D.
2024. Logbuch Wissensgeschichte Abschlusspublikation SFB 980 Becker-Sawatzky, Mira / Wächter, Katrin / Wendt, Helge / Dadaş, Şirin / Eusterschulte, Anne / Hasselmann, Kristiane / James Johnston, Andrew / Quenstedt, Falk / Reufer, Claudia / Trauer, Hanna Zoe / Vogel, Christian, 421–438, Harrassowitz Verlag. doi:10.13173/9783447121804
Untangling the Mysteries of Medieval Torah Scrolls
Frank, L.; Gotzelmann, G.; Tonne, D.
2024, May 2. Strategic Advisory Board (SAB) meeting for the Helmholtz Program EDF (2024), Karlsruhe, Germany, May 2, 2024
Simulation and Data Life Cycle Labs at SCC
Aversa, R.; Azmi, E.; Fischer, M.; Götz, M.
2024, May 2. Strategic Advisory Board (SAB) meeting for the Helmholtz Program EDF (2024), Karlsruhe, Germany, May 2, 2024
The EM Glossary: a community effort towards harmonized terminology in electron microscopy
Schröder, R.; Hofmann, V.; Kühbach, M.; Pauly, C.; Aversa, R.; Brockhauser, S.; Azócar Guzmán, A.; Joseph, R. E.; Özkan, Ö.; Konijnenberg, P. J.; Wollgarten, M.; Mannix-Brendike, O.; Sandfeld, S.
2024, April 19. Conference on Frontiers of Aberration Corrected Electron Microscopy (PICO 2024), Kasteel Vaalsbroek, Netherlands, April 21–25, 2024. doi:10.5281/zenodo.11071439
Metadata Management in Correlative Characterization: Tales from the Metadata WG
Aversa, R.
2024, April 2. Frontiers in Correlative Material Characterization: Samples, Techniques, Instrumentation and Data Management (2024), Bad Honnef, April 2–5, 2024
PID Component - A reusable Web Component for Visualizing FDOs
Inckmann, M.; Pfeil, A.; Jejkal, T.
2024, March 21. International FAIR Digital Objects Implementation Summit (2024), Berlin, March 20–21, 2024
Building the MDMC-NEP Glossary
Aversa, R.
2024, February 23. SIG Metadata and Ontologies Meeting (2024), Online, February 23, 2024
Metadata Management in Scientific Research: an overview
Aversa, R.
2024, February 22. 1st iENTRANCE@ENL Advanced School (2024), Rome, Italy, February 20–22, 2024
The MDMC-NEP Glossary of Terms
Aversa, R.; Boubnov, A.; De Angelis, D.; Eschke, C.; Irvine, S.; Joseph, R. E.; Kabbe, M.; MacKinnon, N.; Irene, M.; Panighel, M.; Thelen, R.; Valentinis, D.
2024. Zenodo. doi:10.5281/zenodo.10663833
A Lightning Introduction to the NFDI4Ing Data Collections Explorer
Ost, P.
2024, February 15. TS4NFDI (2024), Online, February 15, 2024. doi:10.5445/IR/1000168463
Mapping Service
Jejkal, T.; Inckmann, M.; Hartmann, V.; Aversa, R.; Vitali, E. G. G.
2024, February 13
NFFA-Europe Pilot - D2.5 - First assessment of the data management procedures
De Giorgi, F.; Brandino, G. P.; Recchia, A.; Aversa, R.; Panighel, M.; Modolo, I.
2024, January 31. Zenodo. doi:10.5281/zenodo.10598472
tAKITA
Tonne, D.; Götzelmann, G.; Pütz, N.; Walz, M.; Schmidt, K. L.
2024. doi:10.5281/zenodo.13991887
Entwicklung einer Registry für typgebundene Operationen auf FAIR Digital Objects. bachelor’s thesis
Inckmann, M.
2024. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000174814
D2.7 : Second assessment of access provision
Fonseca, L.; Colpo, P.; Ekinci, Y.; Kazazis, D.; Maximov, I.; Obradors, X.; Frontera, C.; Aversa, R.; Anson, S.; Stratakis, E.; Kavatzikidou, E.; Klini, A.; Piccinin, S.; Orani, D.
2024. doi:10.5281/zenodo.12700914
2023
MetaStore v1.4.0
Hartmann, V.; Jejkal, T.; Chelbi, S.
2023, December 19. doi:10.5281/zenodo.7814548
Towards a Benchmark Dataset for the Digital Humanities
Ernst, F.; Blumenröhr, N.
2023. OM 2023 Ontology Matching : Proceedings of the 18th International Workshop on Ontology Matching, co-located with the 22nd International Semantic Web Conference (ISWC 2023), Athens, Greece, November 7, 2023. Ed.: P. Shvaiko, 200–202, CEUR-WS
An Empirical Analysis of Newcomers’ Contributions to Software-Engineering Conferences
Alchokr, R.; Krüger, J.; Shakeel, Y.; Saake, G.; Leich, T.
2023. Leveraging Generative Intelligence in Digital Libraries: Towards Human-Machine Collaboration – 25th International Conference on Asia-Pacific Digital Libraries, ICADL 2023, Taipei, Taiwan, December 4–7, 2023, Proceedings, Part I. Ed.: D. Goh, 231 – 247, Springer Nature Singapore. doi:10.1007/978-981-99-8085-7_21
Successful stories in NFFA-Europe Pilot and beyond
Aversa, R.
2023, November 29. iEntrance FAIR Data Day (2023), Bologna, Italy, November 29, 2023
Handling and Storing Metadata
Aversa, R.
2023, November 28. KNMFi User Meeting (2023), Ettlingen, Germany, November 28–29, 2023
NFFA-Europe Pilot - D16.4 - Report on additional data services
Aversa, R.; Blumenröhr, N.; Recchia, A.; Tsibidis, G.; Pantazis, Y.
2023, November 23. Zenodo. doi:10.5281/zenodo.10201227
NFFA-Europe Pilot - D9.2 - Integration of the first VA services into the platform
Aversa, R.; Panighel, M.; Recchia, A.; Chiucconi, Y.; Brandino, G. P.; Tsibidis, G.; Pantazis, Y.; Sfakianakis, I.; Grassano, D.
2023, November 19. Zenodo. doi:10.5281/zenodo.10156330
A conceptual model for a FAIR DO fabric
Pfeil, A.
2023, October 26. International Data Week : A Festival of Data / Plenary meeting (RDA 2023), Salzburg, Austria, October 23–26, 2023
User-Oriented, Reusable Components and Tools for the Integration of FDOs into the Daily Research Routine
Jejkal, T.; Inckmann, M.; Kirar, A.
2023, October 10. Helmholtz Metadata Collaboration Konferenz 2023 (HMC 2023), Online, October 10–12, 2023
Using EVOKS to build controlled vocabularies
Abdildina, G.; Ernst, F.; Aversa, R.; Ost, P.-J.
2023, October 10. Helmholtz Metadata Collaboration Konferenz 2023 (HMC 2023), Online, October 10–12, 2023
A Tool for Automatic Metadata Extraction and Schema Mapping for SEM Images
Vitali, E. G. G.; Jejkal, T.; Kirar, A.; Joseph, R. E.; Hartmann, V.; Blumenröhr, N.; Inckmann, M.; Aversa, R.; Stotzka, R.
2023, October 10. Helmholtz Metadata Collaboration Konferenz 2023 (HMC 2023), Online, October 10–12, 2023
Enhancing Usability in Linked Data Editing in Web Applications
Pfeil, A.
2023, October 10. Helmholtz Metadata Collaboration Konferenz 2023 (HMC 2023), Online, October 10–12, 2023
Towards Research Object Crates 1.2, with ro-crate-java
Pfeil, A.
2023, October 10. Helmholtz Metadata Collaboration Konferenz 2023 (HMC 2023), Online, October 10–12, 2023
A Short Introduction to the Data Collections Explorer
Ost, P.
2023. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000162885
Der krönende Abschluss: Paläographische Besonderheiten im Kontext der automatischen Texterkennung
Frank, L.; Ernst, F.; Götzelmann, G.
2023. P. Helling, P. Gietz & M. Derntl (Eds.), FORGE 2023 - Forschungsdaten in den Geisteswissenschaften: Anything Goes?! Forschungsdaten in den Geisteswissenschaften - kritisch betrachtet. Konferenzabstracts, Ed.: M. Derntl. doi:10.5281/zenodo.8386432
EVOKS - Benutzerfreundliche Erstellung kontrollierter Vokabulare für die Geisteswissenschaften
Ernst, F.; Frank, L.; Götzelmann, G.; Eckhardt, K.; Maly, J.; Preker, Y.; Scholz, J.
2023. P. Helling, P. Gietz & M. Derntl (Eds.), FORGE 2023 - Forschungsdaten in den Geisteswissenschaften: Anything Goes?! Forschungsdaten in den Geisteswissenschaften - kritisch betrachtet. Konferenzabstracts, Ed.: M. Derntl. doi:10.5281/zenodo.8386468
Successful stories in NFFA-Europe Pilot and beyond
Aversa, R.
2023, September 26. NFFA-Europe Workshop: FAIR and Open Data in NFFA-Europe Pilot and Beyond (2023), Garching bei München, Germany, September 26, 2023. doi:10.5281/zenodo.8383121
Long Term Interoperability of Distributed Research Data Infrastructures
Politze, M.; Shakeel, Y.; Hunke, S.; Ost, P.; Aversa, R.; Heinrichs, B.; Lang, I.
2023, September 13. 1st Conference on Research Data Infrastructure (CoRDI 2023), Karlsruhe, Germany, September 12–14, 2023
Data Collections Explorer – An Easy-to-Use Tool for Sharing and Discovering Research Data
Ost, P.; Shakeel, Y.; Tögel, P.
2023, September 12. 1st Conference on Research Data Infrastructure (CoRDI 2023), Karlsruhe, Germany, September 12–14, 2023
From implementation to application: FAIR digital objects for training data composition
Blumenröhr, N.; Aversa, R.
2023. Research Ideas and Outcomes, 9, e108706. doi:10.3897/rio.9.e108706
MetaStore v1.3.0
Hartmann, V.; Jejkal, T.; Chelbi, S.
2023, July 7. doi:10.5281/zenodo.8123797
A Controlled Vocabulary for Acronyms of NFDI-MatWerk Using the Vocabulary Service EVOKS
Abdildina, G.; Ernst, F.; Aversa, R.; Ost, P.
2023, June 29. 1st NFDI-MatWerk Conference on Digital Transformation in Materials Science and Engineering (2023), Siegburg, Germany, June 27–29, 2023
Linking Research Data
Kirar, A.; Hunke, S.; Aversa, R.; Stotzka, R.; Heinrichs, B.; Shakeel, Y.; Joseph, R. E.
2023, June 29. 1st NFDI-MatWerk Conference on Digital Transformation in Materials Science and Engineering (2023), Siegburg, Germany, June 27–29, 2023
Demonstration of the Infrastructure Use Case 02: Framework for curation and distribution of reference datasets
Hammerschmidt, T.; Forti, M.; Ávila, L. A. Calderón; Olbricht, J.; Skrotzki, B.; Gedsun, A.; Shakeel, Y.; Stotzka, R.
2023, June 27. 1st NFDI-MatWerk Conference on Digital Transformation in Materials Science and Engineering (2023), Siegburg, Germany, June 27–29, 2023
Framework for Curation and Distribution of Reference Datasets Example: Creep Data of Ni-Base Superalloys
Ávila, L. A. Calderón; Hammerschmidt, T.; Shakeel, Y.; Gedsun, A.; Olbricht, J.; Aversa, R.; Stotzka, R.; Skrotzki, B.
2023, June 27. 1st NFDI-MatWerk Conference on Digital Transformation in Materials Science and Engineering (2023), Siegburg, Germany, June 27–29, 2023
Data Collections Explorer – An Information System for the Engineering Sciences
Ost, P.; Stotzka, R.
2023, June 27. 1st NFDI-MatWerk Conference on Digital Transformation in Materials Science and Engineering (2023), Siegburg, Germany, June 27–29, 2023
Applying Metadata Management: Extraction, Mapping & Visualisation
Abdildina, G.; Heinrichs, B.; Joseph, R. E.; Kirar, A.; Vitali, E. G. G.; Aversa, R.
2023
Metadata Extraction Tool and Schema Mapper for Scanning Electron Microscopy (SEM) images
Vitali, E. G. G.; Kirar, A.; Joseph, R. E.; Hartmann, V.; Blumenröhr, N.; Aversa, R.; Stotzka, R.
2023, June 27. 1st NFDI-MatWerk Conference on Digital Transformation in Materials Science and Engineering (2023), Siegburg, Germany, June 27–29, 2023
MSLE: An ontology for materials science laboratory equipment – Large-scale devices for materials characterization
Jalali, M.; Mail, M.; Aversa, R.; Kübel, C.
2023. Materials Today Communications, 35, Art.-Nr.: 105532. doi:10.1016/j.mtcomm.2023.105532
Extracting, Mapping, Editing SEM Metadata
Aversa, R.; Joseph, R.; Vitali, E.; Kirar, A.
2023, April 26. 1st Generelle KIT-Informationsveranstaltung MaTeLiS Pilot-Projekt Gerätepool (2023), Online, April 26, 2023
Metadata Extraction and Mapping Service
Joseph, R. E.; Vitali, E. G. G.; Kirar, A.; Aversa, R.
2023, April 14. National Research Data Infrastructure for Materials Science and Engineering TA-MDI Working Meeting RWTH Aachen (NFDI-MatWerk 2023), Aachen, Germany, April 12–14, 2023
MetaStore v1.2.3
Hartmann, V.; Jejkal, T.; Chelbi, S.
2023, April 13. doi:10.5281/zenodo.7825567
Schrifttradition digital: Rituell reine Torarollen in der jüdischen Diaspora
Frank, L.; Eichhorst, D.; Ullrich, R.; Haddassah Wendl, K.; Martini, A.; Tonne, D.
2023. DHd2023: Open Humanities, Open Culture. Konferenzabstracts. Hrsg.: A. Busch, 283–286, Zenodo. doi:10.5281/zenodo.7715864
Creating Exemplary RDM Reference Datasets: Technical Process Overview
Shakeel, Y.; Abdildina, G.; Aversa, R.; Ávila, L. A. Calderón; Blumenröhr, N.; Diebels, S.; Engstler, M.; Fell, J.; Fritzen, F.; Hartmann, V.; Herrmann, H.-G.; Jejkal, T.; Joseph, R.; Kirar, A.; Laadhar, A.; Mücklich, F.; Olbricht, J.; Ost, P.; Pauly, C.; Pfeil, A.; Roland, M.; Skrotzki, B.; Soysal, M.; Stotzka, R.; Vitali, E. G. G.
2023, March 9. All-Hands-on-Deck congress from the NFDI-MatWerk (2023), Siegburg, Germany, March 8–9, 2023
Metadata Extraction Tool and Schema Mapper for Scanning Electron Microscopy (SEM) images
Vitali, E. G. G.; Joseph, R. E.; Aversa, R.
2023, March 9. 2nd National Research Data Infrastructure for Materials Science and Engineering : All-Hands-on-Deck (NFDI-MatWerk 2023), Siegburg, Germany, March 8–9, 2023
Conceptual Map of TA-MDI Results
Aversa, R.; Abdildina, G.; Chelbi, S.; Ernst, F.; Jejkal, T.; Joseph, R.; Kirar, A.; Ost, P.; Pfeil, A.; Shakeel, Y.; Stotzka, R.; Vitali, E.; Grünwald, K.; Hunke, S.; Moghaddam, A.; Politze, M.
2023, March 9. 2nd National Research Data Infrastructure for Materials Science and Engineering : All-Hands-on-Deck (NFDI-MatWerk 2023), Siegburg, Germany, March 8–9, 2023
The Scheme for a Metadata Schema - Unlocking the Power of Schemas
Joseph, R. E.; Aversa, R.
2023, March 9. 2nd Workshop "Joint Lab : Integrated Model and Data Driven Material Characterization" (MDMC 2023), Jülich, Germany, March 8–10, 2023
Proposed MDI – Architecture Concept Draft
Shakeel, Y.; Hunke, S.
2023, March 8. 2nd National Research Data Infrastructure for Materials Science and Engineering : All-Hands-on-Deck (NFDI-MatWerk 2023), Siegburg, Germany, March 8–9, 2023
Scanning Electron Microscopy (SEM) - Metadata extraction tool and schema mapper
Joseph, R. E.; Vitali, E. G. G.; Aversa, R.
2023, February 27. MaRDA Annual Meeting (2023), Online, February 21–23, 2023. doi:10.21955/materialsopenres.1115090.1
Helmholtz Metadata Collaboration, Helmholtz Kernel Information Profile
Curdt, C.; Günther, G.; Jejkal, T.; Koch, C.; Krebs, F.; Pfeil, A.; Pirogov, A.; Schweikert, J.; Videgain Barranco, P.; Weinelt, M.
2023. HMC Office, GEOMAR Helmholtz Centre for Ocean Research. doi:10.3289/HMC_publ_03
MetadataHub
Hartmann, V.; Heinrichs, B.
2023. doi:10.5281/zenodo.10351597
Long Term Interoperability of Distributed Research Data Infrastructures
Politze, M.; Shakeel, Y.; Hunke, S.; Ost, P.; Aversa, R.; Heinrichs, B.; Lang, I.
2023. Proceedings of the Conference on Research Data Infrastructure, 1. doi:10.52825/cordi.v1i.348
Data Collections Explorer – An Easy-to-Use Tool for Sharing and Discovering Research Data
Ost, P.; Shakeel, Y.; Tögel, P.
2023. Proceedings of the Conference on Research Data Infrastructure. Ed.: Y. Sure-Vetter. Vol. 1, 3 S., Technische Informationsbibliothek Open Publishing (TIB Open Publishing). doi:10.52825/cordi.v1i.405
Collaboration through reuse: Analyzing letters explored by others
Tögel, P.
2023. Digital Humanities 2023: Book of Abstracts. Ed.: A. Baillot, 471–472, Zenodo. doi:10.5281/zenodo.8108012
FAIR Data Management Workflow for MRI Data
Aversa, R.; MacKinnon, N.; Blumenröhr, N.
2023. 3rd Workshop on Metadata and Research (objects) Management for Linked Open Science (DaMaLOS 2023) - Co-located with Extended Semantic Web Conference (ESWC), Online, 28.-29.05.2023, paper 5349. doi:10.4126/FRL01-006444992
Peer-Reviewing and Submission Dynamics Around Top Software-Engineering Venues: A Juniors’ Perspective
Alchokr, R.; Krüger, J.; Shakeel, Y.; Saake, G.; Leich, T.
2023. T. M. Engels G. Hebig R. (Ed.), Software Engineering 2023 Ed.: G. Engels, 31–32, Gesellschaft für Informatik (GI)
Metaphors of Religion
Gebhard, H.; Jha, V.; Tögel, P.; Dipper, S.; Elwert, F.; Tonne, D.
2023. DHd2023: Open Humanities, Open Culture. Konferenzabstracts. Hrsg.: A. Busch, 399–401, Zenodo. doi:10.5281/zenodo.7715325
2022
A FAIR Digital Object Lab Software Stack
Pfeil, A.
2022, October 27. 1st International Conference of FAIR Digital Objects (FDO 2022), Leiden, Netherlands, October 26–28, 2022
FAIR Digital Object Application Case for Composing Machine Learning Training Data
Blumenröhr, N.; Jejkal, T.; Pfeil, A.; Stotzka, R.
2022. Research Ideas and Outcomes, 8, Art.-Nr.: e94113. doi:10.3897/rio.8.e94113
NFDI4Ing Data Collections Explorer
Ost, P.
2022, October 7
Using Schema-based Metadata for Image Labels accessed with FAIR Digital Objects
Blumenröhr, N.; Aversa, R.
2022, October 5. 1st Helmholtz Metadata Collaboration Konferenz 2023 (HMC 2022), Online, October 5–6, 2022. doi:10.5281/zenodo.7243871
Domain level ontology design: DISO and MDMC-NEP Provenance
Ihsan, A. Z.; Fathalla, S.; Aversa, R.; Jalali, M.; Panighel, M.; Osmenaj, E.; Hofmann, V.; Sandfeld, S.
2022, October 5. Helmholtz Metadata Collaboration | Conference 2022 (2022), Online, October 5–6, 2022. doi:10.5281/zenodo.7432171
FAIR DO Cookbook – Recipes for FAIR Digital Objects
Pfeil, A.; Jejkal, T.
2022, October 5. Helmholtz Metadata Collaboration | Conference 2022 (2022), Online, October 5–6, 2022
Research Object Crates – Bundling Research (Meta-)Data
Scholz, J.; Tzotchev, N.; Pfeil, A.
2022, October 5. Helmholtz Metadata Collaboration | Conference 2022 (2022), Online, October 5–6, 2022
MetaStore - Managing Metadata for Digital Objects
Hartmann, V.; Jejkal, T.; Chelbi, S.
2022, October 5. Helmholtz Metadata Collaboration | Conference 2022 (2022), Online, October 5–6, 2022
Metadata Hub - One for All
Hartmann, V.; Heinrichs, B.
2022, October 5. Helmholtz Metadata Collaboration | Conference 2022 (2022), Online, October 5–6, 2022
Annotating Humanities Research Data - Episteme, Metaphors and the Torah
Ernst, F.; Frank, L.; Götzelmann, G.; Jha, V.; Tögel, P.; Tonne, D.
2022, October 5. Helmholtz Metadata Collaboration | Conference 2022 (2022), Online, October 5–6, 2022
NFDI MatWerk / Materials Data Infrastructure
Stotzka, R.; Aversa, R.; Bitzek, E.; Golowin, N.; Grünwald, K.; Hunke, S.; Joseph, R.; Moghaddam, A.; Ost, P.; Politze, M.; Shakeel, Y.; Soysal, M.; Vitali, E.
2022, October 5. Helmholtz Metadata Collaboration | Conference 2022 (2022), Online, October 5–6, 2022
FAIR Data Commons / Essential Services and Tools for Metadata Management Supporting Science
Stotzka, R.; Abdildina, G.; Aversa, R.; Blumenröhr, N.; Chelbi, S.; Duda, L.; Ernst, F.; Frank, L.; Götzelmann, G.; Hartmann, V.; Inckmann, M.; Jejkal, T.; Jha, V.; Joseph, R.; Ost, P.; Pfeil, A.; Shakeel, Y.; Soysal, M.; Tonne, D.; Tögel, P.; Vitali, E.
2022, October 5. Helmholtz Metadata Collaboration | Conference 2022 (2022), Online, October 5–6, 2022
FAIR-DOscope - Explore the facets of FAIR Digital Objects
Jejkal, T.
2022, October 5. Helmholtz Metadata Collaboration | Conference 2022 (2022), Online, October 5–6, 2022
Data Collections Explorer
Ost, P.
2022, October 5. Helmholtz Metadata Collaboration | Conference 2022 (2022), Online, October 5–6, 2022
NFDI-MatWerk - Reference Datasets
Shakeel, Y.; Soysal, M.; Vitali, E.; Ost, P.
2022, October 5. Helmholtz Metadata Collaboration | Conference 2022 (2022), Online, October 5–6, 2022
FAIR Digital Object Lab
Pfeil, A.; Chelbi, S.; Jejkal, T.
2022, October. doi:10.5281/zenodo.13488862
FAIR DO Lab – A FAIR Digital Object Lab for your research
Pfeil, A.; Chelbi, S.; Jejkal, T.
2022, October. Helmholtz Metadata Collaboration | Conference 2022 (2022), Online, October 5–6, 2022
NFFA-Europe Pilot - D16.3 - Identification of good practices for data provenance
Yakutovich, A.; Pizzi, G.; Marzari, N.; Aversa, R.; Brandino, G. P.; Panighel, M.
2022. Zenodo. doi:10.5281/zenodo.7057955
NFFA-Europe Pilot - D16.2 - Report on the first data services
Franzon, M.; Osmenaj, E.; Panighel, M.; Rodani, T.; Brandino, G. P.; Aversa, R.
2022. Zenodo. doi:10.5281/zenodo.7057941
A Java Library for RO-Crate
Tzotchev, N.; Pfeil, A.
2022, August 25. 56th Research Object Crate Community Calls (2022), Online, August 25, 2022
ro-crate-java
Tzochev, N.; Pfeil, A.; Chelbi, S.; Jejkal, T.
2022, July 14. doi:10.5281/zenodo.8075683
Altmetrics and Citation Counts: An Empirical Analysis of the Computer Science Domain
Shakeel, Y.; Alchokr, R.; Krüger, J.; Saake, G.; Leich, T.
2022
Evaluation of Application Possibilities for Packaging Technologies in Canonical Workflows
Jejkal, T.; Chelbi, S.; Pfeil, A.; Wittenburg, P.
2022. Data Intelligence, 4 (2), 372–385. doi:10.1162/dint_a_00137
NFFA-Europe Pilot - D9.1 - Deployment of the VA service prototypes
Aversa, R.; Brandino, G. P.; Chelbi, S.; Hartmann, V.; Jejkal, T.
2022. Zenodo. doi:10.5281/zenodo.7057084
Die Aktualität des Unzeitgemäßen
Krewet, M.; Ernst, F.; Götzelmann, G.; Hegel, P.; Schenk, T.; Söring, S.; Tonne, D.
2022. DHd2022: Kulturen des digitalen Gedächtnisses. Konferenzabstracts, Hrsg: M. Geierhos, 75–78. doi:10.5281/zenodo.6328015
Are Altmetrics Useful for Assessing Scientific Impact? A Survey
Shakeel, Y.; Alchokr, R.; Krüger, J.; Leich, T.; Saake, G.
2022. MEDES 2022 : 14th International Conference on Management of Digital EcoSystems, Venice, Italy, 20-21 October 2022, 144–147, ACM Digital Library
A Closer Look into Collaborative Publishing at Software-Engineering Conferences
Alchokr, R.; Krüger, J.; Shakeel, Y.; Saake, G.
2022. Linking Theory and Practice of Digital Libraries – 26th International Conference on Theory and Practice of Digital Libraries, TPDL 2022, Padua, Italy, September 20–23, 2022, Proceedings. Ed.: G. Silvello, 395–402, Springer International Publishing. doi:10.1007/978-3-031-16802-4_38
Weighted Altmetric Scores to Facilitate Literature Analyses
Shakeel, Y.; Bharti, A.; Leich, T.; Saake, G.
2022. Linking Theory :Practice of Digital Libraries – 26th International Conference on Theory and Practice of Digital Libraries, TPDL 2022, Padua, Italy, September 20–23, 2022, Proceedings. Ed.: G. Silvello, 459–465, Springer. doi:10.1007/978-3-031-16802-4_46
Towards a Similarity Algorithm for Controlled Vocabularies Within the Digital Humanities
Ernst, F.
2022. The Semantic Web: ESWC 2022 Satellite Events ; Hersonissos, Crete, Greece, May 29 – June 2, 2022, Proceedings. Ed.: P. Groth, 179–188, Springer International Publishing. doi:10.1007/978-3-031-11609-4_33
Towards a Network of Sixteenth Century Book Illustrations
Götzelmann, G.
2022. T. Andrews, F. Diehr, T. Efer, A. Kuczera & J. van Zundert (Eds.), Graph Technologies in the Humanities : Proceedings 2020. Ed.: T. Andrews, 38–59, CEUR-WS.org
From a Dynamic Image Annotation Process within the Humanities to a Canonical Workflow
Pfeil, A.; Jejkal, T.; Tonne, D.; Götzelmann, G.
2022. Data Intelligence, 4 (2), 386–397. doi:10.1162/dint_a_00138
2021
OPTIMADE, an API for exchanging materials data
Andersen, C. W.; Armiento, R.; Blokhin, E.; Conduit, G. J.; Dwaraknath, S.; Evans, M. L.; Fekete, Á.; Gopakumar, A.; Gražulis, S.; Merkys, A.; Mohamed, F.; Oses, C.; Pizzi, G.; Rignanese, G.-M.; Scheidgen, M.; Talirz, L.; Toher, C.; Winston, D.; Aversa, R.; Choudhary, K.; Colinet, P.; Curtarolo, S.; Di Stefano, D.; Draxl, C.; Er, S.; Esters, M.; Fornari, M.; Giantomassi, M.; Govoni, M.; Hautier, G.; Hegde, V.; Horton, M. K.; Huck, P.; Huhs, G.; Hummelshøj, J.; Kariryaa, A.; Kozinsky, B.; Kumbhar, S.; Liu, M.; Marzari, N.; Morris, A. J.; Mostofi, A. A.; Persson, K. A.; Petretto, G.; Purcell, T.; Ricci, F.; Rose, F.; Scheffler, M.; Speckhard, D.; Uhrin, M.; Vaitkus, A.; Villars, P.; Waroquiers, D.; Wolverton, C.; Wu, M.; Yang, X.
2021. Scientific data, 8 (1), Art.-Nr.: 217. doi:10.1038/s41597-021-00974-z
Metadata Schemas for FAIR* Data in Materials Science: Scanning Electron Microscopy (SEM) Use Case : A detailed and practical schema developed in cooperation with materials scientists
Joseph, R.; Chauhan, A.; Eschke, C.; Ihsan A.; Jalali, M.; Jäntsch, U.; Jung, N.; Kumar, C. N. S.; Kübel, C.; Lucas, C.; Mail, M.; Mazilkin, A.; Neidiger, C.; Panighel, M.; Sandfeld, S.; Stotzka, R.; Thelen, R.; Aversa, R.
2021, November 4. Research Data Alliance Virtual Plenary 18 (2021), Online, October 27–November 11, 2021
Interoperabilität von Metadaten innerhalb der NFDI: Konsortienübergreifender Metadaten-Workshop am 2./3. Juli 2020
Iglezakis, D.; Fuhrmans, M.; Arndt, S.; Demandt, É.; Hachinger, S.; Hausen, D.; Lanza, G.; Lipp, J.; Stotzka, R.; Terzijska, D.
2021. Bausteine Forschungsdatenmanagement, (2), 124–135. doi:10.17192/bfdm.2021.2.8313
Consortium Proposal NFDI-MatWerk
Eberl, C.; Niebel, M.; Bitzek, E.; Dahmen, T.; Fritzen, F.; Gumbsch, P.; Hickel, T.; Klein, S.; Mücklich, F.; Müller, M. S.; Neugebauer, J.; Pauly, C.; Politze, M.; Sack, H.; Sandfeld, S.; Schwaiger, R.; Slusallek, P.; Stotzka, R.; Streit, A.; Zimmermann, M.
2021. Zenodo. doi:10.5281/zenodo.5082837
Metadata Editor
Chelbi, S.; Jejkal, T.
2021, April 20. 17th RDA Plenary Meeting (2021), Online, April 20–23, 2021
FAIR Digital Object Ecosystem Testbed
Pfeil, A.; Jejkal, T.; Chelbi, S.; Stotzka, R.
2021, April 20. 17th RDA Plenary Meeting (2021), Online, April 20–23, 2021
Metadata schema to support FAIR data in scanning electron microscopy
Joseph, R.; Chauhan, A.; Eschke, C.; Ihsan, A. Z.; Jalali, M.; Jäntsch, U.; Jung, N.; Shyam Kumar, C. N.; Kübel, C.; Lucas, C.; Mail, M.; Mazilkin, A.; Neidiger, C.; Panighel, M.; Sandfeld, S.; Stotzka, R.; Thelen, R.; Aversa, R.
2021. Supplementary Proceedings of the XXIII International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2021): Moscow, Russia, October 26-29, 2021. Ed.: A. Pozanenko, 265–277, CEUR-WS.org
Sektionskonzept Meta(daten), Terminologien und Provenienz zur Einrichtung einer Sektion im Verein Nationale Forschungsdateninfrastruktur (NFDI) e.V
Koepler, O.; Schrade, T.; Neumann, S.; Stotzka, R.; Wiljes, C.; Blümel, I.; Bracht, C.; Hamann, T.; Arndt, S.; Hunold, J.
2021. Zenodo. doi:10.5281/zenodo.5619089
Digitale Erforschung epistemischer Verflechtungen : Informationsinfrastruktur und vormoderne Wissenstransfers
Krewet, M.; Kahl, J.; Götzelmann, G.; Hübner, J.; Hegel, P.; Söring, S.; Tonne, D.
2021. Wissensoikonomien. Hrsg.: N. Schmidt, 135–150, Harrassowitz Verlag
2020
NFDI4Ing - the National Research Data Infrastructure for Engineering Sciences
Schmitt, R. H.; Anthofer, V.; Auer, S.; Başkaya, S.; Bischof, C.; Bronger, T.; Claus, F.; Cordes, F.; Demandt, É.; Eifert, T.; Flemisch, B.; Fuchs, M.; Fuhrmans, M.; Gerike, R.; Gerstner, E.-M.; Hanke, V.; Heine, I.; Huebser, L.; Iglezakis, D.; Jagusch, G.; Klinger, A.; Krafczyk, M.; Kraft, A.; Kuckertz, P.; Küsters, U.; Lachmayer, R.; Langenbach, C.; Mozgova, I.; Müller, M. S.; Nestler, B.; Pelz, P.; Politze, M.; Preuß, N.; Przybylski-Freund, M.-D.; Rißler-Pipka, N.; Robinius, M.; Schachtner, J.; Schlenz, H.; Schwarz, A.; Schwibs, J.; Selzer, M.; Sens, I.; Stäcker, T.; Stemmer, C.; Stille, W.; Stolten, D.; Stotzka, R.; Streit, A.; Strötgen, R.; Wang, W. M.
2020. Zenodo. doi:10.5281/zenodo.4015201
Aristoteles annotieren - Vom Handschriftendigitalisat zur qualitativ-quantitativen Annotation
Götzelmann, G.; Tonne, D.
2020. Bilddaten in den Digitalen Geisteswissenschaften. Hrsg.: C. Hastik, 53–66, Harrassowitz Verlag
The whole is greater than the sum of its parts analyzing aristotle commentaries in collaboration between philology and data science
Krewet, M.; Tonne, D.; Götzelmann, G.; Hegel, P.; Soring, S.
2020. Twin Talks: Understanding and Facilitating Collaboration in Digital Humanities 2020: Proceedings of the Twin Talks 2 and 3 Workshops at DHN 2020 and DH 2020. Ed.: S. Krauwer, 103–114, RWTH Aachen
2019
Aspekte digitaler Infrastrukturen : Forschungsdaten im Sonderforschungsbereich 980 „Episteme in Bewegung“: Herausforderungen und Perspektiven
Götzelmann, G.; Hegel, P.; Krewet, M.; Söring, S.; Tonne, D.
2019. Bibliothek Forschung und Praxis, 43 (2), 324–331. doi:10.1515/bfp-2019-2055
Aristoteles auf Reisen : Handschriftenforschung in der digitalen Infrastruktur des SFB 980 „Episteme in Bewegung“
Krewet, M.; Hegel, P.; Götzelmann, G.; Tonne, D.; Söring, S.
2019. Forschungsinfrastrukturen in den digitalen Geisteswissenschaften : Wie verändern digitale Infrastrukturen die Praxis der Geisteswissenschaften? Hrsg.: M. Huber, 77–87, DFG
Ein Web Annotation Protocol Server zur Untersuchung vormoderner Wissensbestände
Tonne, D.; Götzelmann, G.; Hegel, P.; Krewet, M.; Hübner, J.; Söring, S.; Löffler, A.; Hitzker, M.; Höfler, M.; Schmidt, T.
2019. DHd 2019 Digital Humanities: multimedial & multimodal. Konferenzabstracts. Hrsg.: Patrick Sahle, 283–285, Zenodo
Wie sich die Bilder gleichen. Bildähnlichkeitssuche in Drucken des 16. Jahrhunderts
Götzelmann, G.
2019. DHd 2019 Digital Humanities: multimedial & multimodal. Konferenzabstracts. Hrsg.: Patrick Sahle, 358–359, Zenodo