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Automated Metadata Generation for Linked Data Generation and Publishing Workflows

Anastasia Dimou, Tom De Nies, Ruben Verborgh, Erik Mannens, Rik Van de Walle
2016 The Web Conference  
Provenance and other metadata are essential for determining ownership and trust. Nevertheless, no systematic approaches were introduced so far in the Linked Data publishing workflow to capture them.  ...  Defining such metadata remained independent of the rdf data generation and publishing.  ...  ACKNOWLEDGMENTS The described research activities were funded by Ghent University, iMinds, the Institute for the Promotion of Innovation by Science and Technology in Flanders (IWT), the Fund for Scientific  ... 
dblp:conf/www/DimouNVMW16 fatcat:gsz5auceuzh5rhmsy5ykwjjn6a

Automating Annotation of Media with Linked Data Workflows

Thomas Wilmering, Kevin Page, György Fazekas, Simon Dixon, Sean Bechhofer
2015 Proceedings of the 24th International Conference on World Wide Web - WWW '15 Companion  
This Linked Data and provenance information provides the bridging information necessary to employ analytic output in the generation of structured metadata for the underlying media files, with all data  ...  The system constructs an RDF description of the analysis workflow and results which is then reconciled and combined with Linked Data about the recorded performance.  ...  There are no generic solutions for the automation of such analyses and for linking content derived metadata with editorial metadata; conversely ad-hoc solutions do not typically capture Copyright the  ... 
doi:10.1145/2740908.2742913 dblp:conf/www/WilmeringPFDB15 fatcat:xgyc7gpbabayfpjwrzyu5idmfa

Developing a DDI-based Online Data Catalogue Using the Software NADA

Julie Lenoir, Julie Baron, Arianna Caporali
2021 Zenodo  
The new tool should meet INED-specific requirements, provide a user-friendly access to the metadata we manage and promote INED socio-demographic data among expert and non-expert users.  ...  We then illustrate the work carried out to develop the new data catalogue. This includes updating our metadata in order to comply with the CESSDA metadata model and upgrade to DDI-Codebook 2.5.  ...  in Publisher metadata model → Best practices / metadata schema →Generate RDF file for related resources STEP 2: Variable metadata STEP 4: DOI → Currently trying to build automated ways to → Generate DataCite  ... 
doi:10.5281/zenodo.5948563 fatcat:on6nmjpyejdlnfowb7hfip6uhe

Recommendations for Future Data Management Plans in Earth System Sciences

Christin Henzen, Stefano Della Chiesa, Lars Bernard
2021 AGILE: GIScience Series  
of data management workflows and data reuse.  ...  Data management plans (DMPs) are structured documents that outline data handling and include for instance agreements on roles, specifications of data products, and definition of workflows.  ...  Acknowledgement The authors thank Lukas Egli, Julia Fischer, and Juliane Groth (Helmholtz Centre for Environmental Research for their inputs regarding information needs and DMP examples.  ... 
doi:10.5194/agile-giss-2-31-2021 fatcat:ih27euy6pnfljaza7cul3sldvm

A Research Data Infrastructure Component for the Automated Metadata and Data Quality Extraction to Foster the Provision of FAIR Data in Earth System Sciences

Michael Wagner, Christin Henzen, Ralph Müller-Pfefferkorn
2021 AGILE: GIScience Series  
Thus, ensuring acquisition and provision of meaningful and quality assured metadata should become an integral part of data-driven ESS projects.We propose an open-source tool for the automated metadata  ...  Metadata management is core to support discovery and reuse of data products, and to allow for reproducibility of the research data in Earth System Sciences (ESS).  ...  GeoKur is granted by the BMBF (Federal Ministry of Education and Research) under number 16QK04A.  ... 
doi:10.5194/agile-giss-2-41-2021 fatcat:6jmybmobiffstfgie34no7g5je

Making Data and Workflows Findable for Machines

Tobias Weigel, Ulrich Schwardmann, Jens Klump, Sofiane Bendoukha, Robert Quick
2019 Data Intelligence  
Researchers desire to shorten the workflows from data generation to analysis and publication, and the full workflow needs to become transparent to multiple stakeholders, including research administrators  ...  This poses challenges for research infrastructures and user-oriented data services in terms of not only making data and workflows findable, accessible, interoperable and reusable, but also doing so in  ...  generative history of these data while they were generated, processed, analyzed and eventually published.  ... 
doi:10.1162/dint_a_00026 fatcat:isu3hizjnjhjtmi5kek5fkmqyi

ILastic: Linked Data Generation Workflow and User Interface for iMinds Scholarly Data [chapter]

Anastasia Dimou, Gerald Haesendonck, Martin Vanbrabant, Laurens De Vocht, Ruben Verborgh, Steven Latré, Erik Mannens
2018 Lecture Notes in Computer Science  
In this paper, we propose a reusable Linked Data publishing workflow that can be easily adjusted by different data owners to (i) generate and publish Linked Data, and (ii) align scholarly data repositories  ...  Unfortunately, different publishers of overlapping or complementary scholarly data neglect general-purpose solutions for metadata and instead use their own ad-hoc solutions.  ...  Fig. 1 . 1 Linked Data set Generation and Publishing Workflow for the iLastic project.  ... 
doi:10.1007/978-3-030-01379-0_2 fatcat:kto4cn7udff2neo2azuhpdru7a

Preserving and Annotating Publishers' Data

Peter John Cornwell, Jose Benito Gonzalez Lopez, Tom Lamberty Graf Hendrikoff
2020 Zenodo  
Tom Lamberty, managing director of Merve Verlag, presented strategies for creating a new publishing data resource.  ...  RDA IG-PTTP and Frankfurter BuchMesse #20: Preserving and Annotating Publishers' Data 16th October 2020, 15:00-16:00 CEST Presenters: Peter Cornwell (ENS-Lyon, University of Westminster, Data Futures),  ...  (currently provided by freizo; built in to InvenioRDM) for generation of LoC metadata equivalents such as MODS and MARC and, significantly-IIIF manifests • OAI Protocol for Metadata Harvesting enables  ... 
doi:10.5281/zenodo.4106790 fatcat:p2yq3cvrjjefflnpjm4nme3ru4

GDPR-driven Change Detection in Consent and Activity Metadata

Harshvardhan J. Pandit, Declan O'Sullivan, Dave Lewis
2018 Zenodo  
This position paper explores changes concerning the relationship between consent and activities in context of the General Data Protection Regulation (GDPR).  ...  We present an approach for using metadata-driven change detection and representation towards supporting querying for GDPR compliance.  ...  Acknowledgements This paper is supported by the ADAPT Centre for Digital Content Technology, which is funded under the SFI Research Centres Programme (Grant 13/RC/2106) and is co-funded under the European  ... 
doi:10.5281/zenodo.3246402 fatcat:krxzfjlutjaexa5emj3jnwdmme

Workflows Allowing Creation of Journal Article Supporting Information and Findable, Accessible, Interoperable, and Reusable (FAIR)-Enabled Publication of Spectroscopic Data

Agustin Barba, Santiago Dominguez, Carlos Cobas, David P. Martinsen, Charles Romain, Henry S. Rzepa, Felipe Seoane
2019 ACS Omega  
Workflows are described that store the data packages and generate metadata appropriate for such a repository.  ...  In this work, a method is described to generate both human and machine-readable supporting information directly from the primary instrumental data files and to generate the metadata to ensure it is published  ...  and facilitating the preparation of such data for publication using automated workflows.  ... 
doi:10.1021/acsomega.8b03005 pmid:31459544 pmcid:PMC6648158 fatcat:rcruabdsovgcnitfein5j7noja

Managing FAIR Tribological Data Using Kadi4Mat

Nico Brandt, Nikolay T. Garabedian, Ephraim Schoof, Paul J. Schreiber, Philipp Zschumme, Christian Greiner, Michael Selzer
2022 Data  
Comprehensive metadata descriptions and a suitable research data infrastructure are essential prerequisites for these tasks.  ...  The ever-increasing amount of data generated from experiments and simulations in engineering sciences is relying more and more on data science applications to generate new knowledge.  ...  Acknowledgments: We would like to thank Domenic Frank and Christof Ratz for their administrative support in maintaining the centralised Kadi4Mat instance used in this project.  ... 
doi:10.3390/data7020015 fatcat:l6car245a5gp3gfqwmtrgzghby

ExPaNDS Vision and Roadmap

Isabelle Boscaro-Clarke, François Cesmat, Kat Roarty
2020 Zenodo  
ExPaNDS' vision is presented through two high-level use cases for the Photon and Neutron communities publication workflow.  ...  This document presents a summarised overview of the main achievements of the ExPaNDS project for 2020 and its roadmap for the upcoming years.  ...  The data analysis workflow is linked from the facility's data catalogue for reference. The scientists publish their findings in a peer reviewed journal, the article contains link to the data set(s).  ... 
doi:10.5281/zenodo.4424769 fatcat:uhbfbte2zrfqtgxrb47qgubrz4

On assisting scientific data curation in collection-based dataflows using labels

Pinar Alper, Carole A. Goble, Khalid Belhajjame
2013 Proceedings of the 8th Workshop on Workflows in Support of Large-Scale Science - WORKS '13  
Scientific workflows have gained momentum in the last decade as a means for specifying and automating the repetitive execution of experiments.  ...  Most workflow systems have been instrumented to automatically gather provenance information about the data artifacts generated as a result of the workflow execution.  ...  Acknowledgment The authors would like to thank Francisco Quevedo from the BioVEL project for his support on the DR workflow (BioVEL: EU FP7 283359 BioVel BioDiversity eLaboratory).  ... 
doi:10.1145/2534248.2534249 dblp:conf/sc/AlperGB09 fatcat:bqiabanwbrfhfp5uawqtac5opy

Metadata schema and tools for research data management in plasma technology

Markus M. Becker, Ihda Chaerony Siffa
2022 Zenodo  
The slides introduce recent activities on the development of metadata schemas and tools for research data management in the field of plasma technology.  ...  of journal paper and data set  Linking of data sets, patents and plasma sources  External data sets can be included in the catalogue (automated exchange of metadata between related repositories in preparation  ...  Recently: metadata schema and RDM tools for sharing and preservation of digital datasets  Plasma-MDS, INPTDAT, RDPCIDAT, Adamant  Future requirements: standardized data and digital workflows for data-driven  ... 
doi:10.5281/zenodo.6456270 fatcat:g7matfhv4ngdbgyhtluitr5w64

ARPHA-BioDiv: A toolbox for scholarly publication and dissemination of biodiversity data based on the ARPHA Publishing Platform

Lyubomir Penev, Teodor Georgiev, Peter Geshev, Seyhan Demirov, Viktor Senderov, Iliyana Kuzmova, Iva Kostadinova, Slavena Peneva, Pavel Stoev
2017 Research Ideas and Outcomes  
The ARPHA-BioDiv Тoolbox for Scholarly Publishing and Dissemination of Biodiversity Data is a set of standards, guidelines, recommendations, tools, workflows, journals and services, based on the ARPHA  ...  Publishing Platform of Pensoft, designed to ease scholarly publishing of biodiversity and biodiversity-related data that are of primary interest to EU BON and GEO BON networks.  ...  X Automated generation of data paper manuscripts from Ecological Metadata Language (EML) metadata files stored at GBIF Integrated Publishing Toolkit (GBIF IPT), DataONE and the Long Term Ecological Research  ... 
doi:10.3897/rio.3.e13088 fatcat:rziurmbaina7tigdxzbvxxyxre
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