A linked data approach to sharing workflows and workflow results

Marco Roos, Sean Bechhofer, Jun Zhao, Paolo Missier, David R. Newman, David De Roure, M. Scott Marshall

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Abstract

    A bioinformatics analysis pipeline is often highly elaborate, due to the inherent complexity of biological systems and the variety and size of datasets. A digital equivalent of the 'Materials and Methods' section in wet laboratory publications would be highly beneficial to bioinformatics, for evaluating evidence and examining data across related experiments, while introducing the potential to find associated resources and integrate them as data and services. We present initial steps towards preserving bioinformatics 'materials and methods' by exploiting the workflow paradigm for capturing the design of a data analysis pipeline, and RDF to link the workflow, its component services, run-time provenance, and a personalized biological interpretation of the results. An example shows the reproduction of the unique graph of an analysis procedure, its results, provenance, and personal interpretation of a text mining experiment. It links data from Taverna, myExperiment.org, BioCatalogue.org, and ConceptWiki.org. The approach is relatively 'light-weight' and unobtrusive to bioinformatics users. © 2010 Springer-Verlag.
    Original languageEnglish
    Title of host publicationLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)|Lect. Notes Comput. Sci.
    PublisherSpringer Nature
    Pages340-354
    Number of pages14
    Volume6415
    ISBN (Print)3642165575, 9783642165573
    DOIs
    Publication statusPublished - 2010
    Event4th International Symposium on Leveraging Applications, ISoLA 2010 - Heraklion, Crete
    Duration: 1 Jul 2010 → …
    http://dx.doi.org/10.1007/978-3-642-16558-0_29

    Publication series

    NameLecture Notes in Computer Sciencec

    Conference

    Conference4th International Symposium on Leveraging Applications, ISoLA 2010
    CityHeraklion, Crete
    Period1/07/10 → …
    Internet address

    Keywords

    • Concept Web
    • Digital preservation
    • Linked Data
    • Provenance
    • Semantic Web
    • Workflow

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