Khalid Belhajjame

provenance workflow scientific workflows scientific workflow reproducibility escience w3c prov prov annotation k-anonymity privacy scripts research objects workflow fragment preservation bigdata research object dataone workflows lineage collection-based modules cwl data-analysis why-not queries rda molecular dynamics provo w3c pav provone mining composition retrieval reuse business processes subdue prospective provenance yesworkflow noworkflow retrospective provenance workeability data science share ipython replicability isa packaging open access open data data dependency data derivation scientific modules. semantic web services semantic annotations data example ao ore summarization checklist workflow decay scientific method d-prov woerkflow provenance record linkage sepublica research object model data integration feedback mappings selection dataspaces refinement