Matches in Ruben’s data for { <https://ruben.verborgh.org/publications/demeester_semsci_2017/#publication> ?p ?o }
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- publication author me.
- publication author erik_mannens.
- publication author me.
- publication author me.
- publication creator me.
- publication creator erik_mannens.
- publication creator me.
- publication creator me.
- publication about data_transformations.
- publication about RMLMapper.
- publication about FnO.
- publication about RML.
- publication about Provenance.
- publication about Metadata.
- publication author me.
- publication author erik_mannens.
- publication author me.
- publication author me.
- publication coparticipatesWith me.
- publication coparticipatesWith erik_mannens.
- publication coparticipatesWith me.
- publication coparticipatesWith me.
- publication type PublicationVolume.
- publication type ScholarlyArticle.
- publication type Article.
- publication type Document.
- publication type Document.
- publication type Document.
- publication type Q386724.
- publication type CreativeWork.
- publication type Work.
- publication P50 me.
- publication P50 erik_mannens.
- publication P50 me.
- publication P50 me.
- publication maker me.
- publication maker erik_mannens.
- publication maker me.
- publication maker me.
- publication title "Detailed Provenance Capture of Data Processing".
- publication isPartOf proceedings_of_the_1st_workshop_on_enabling_open_semantic_science.
- publication name "Detailed Provenance Capture of Data Processing".
- publication label "Detailed Provenance Capture of Data Processing".
- publication name "Detailed Provenance Capture of Data Processing".
- publication topic data_transformations.
- publication topic RMLMapper.
- publication topic FnO.
- publication topic RML.
- publication topic Provenance.
- publication topic Metadata.
- publication subject data_transformations.
- publication subject RMLMapper.
- publication subject FnO.
- publication subject RML.
- publication subject Provenance.
- publication subject Metadata.
- publication authorList b0_b2155.
- publication topic data_transformations.
- publication topic RMLMapper.
- publication topic FnO.
- publication topic RML.
- publication topic Provenance.
- publication topic Metadata.
- publication abstract "A large part of scientific output entails computational experiments, e.g., processing data to generate new data. However, this generation process is only documented in human-readable form or as a software repository. This inhibits reproducibility and comparability, as current documentation solutions do not provide detailed metadata and rely on the availability of specific software environments. This paper proposes an automatic capturing mechanism for interchangeable and implementation independent metadata and provenance that includes data processing. Using declarative mapping documents to describe the computational experiment, term-level provenance can be automatically captured, for both schema and data transformations, and storing both the used software tools as the input-output pairs of the data processing executions. This approach is applied to mapping documents described using RML and FnO, and implemented in the RMLMapper. The captured metadata can be used to more easily share, reproduce, and compare the dataset generation process, across software environments.".
- publication datePublished "2017".
- publication mainEntityOfPage demeester_semsci_2017.
- publication sameAs publication.
- publication isPrimaryTopicOf demeester_semsci_2017.
- publication page demeester_semsci_2017.
- publication number "1931".
- publication volume "1931".
- publication locator "1931".
- publication volume "1931".
- publication position "1931".
- publication volumeNumber "1931".