Downloaded 22 times
![From Manuscripts to
Research Objects
“An article about computational science in a scientific publication is not the
scholarship itself, it is merely advertising of the scholarship. The actual
scholarship is the complete software development environment, [the
complete data] and the complete set of instructions which generated the
figures.” David Donoho, “Wavelab and Reproducible Research,” 1995
Datasets, Data collections
Standard operating procedures
Software, algorithms
Configurations,
Tools and apps, services
Codes, code libraries
Workflows, scripts
System software
Infrastructure
Compilers, hardware](https://image.slidesharecdn.com/biocaddie-ro-goble-final-150612101205-lva1-app6891/85/The-Research-Object-Initiative-Frameworks-and-Use-Cases-2-320.jpg)
![[Snoep, 2015]
https://doi.org/10.15490/seek.1.investigation.56
Penkler et al (2015) FEBSJ 282:1481-1511.](https://image.slidesharecdn.com/biocaddie-ro-goble-final-150612101205-lva1-app6891/85/The-Research-Object-Initiative-Frameworks-and-Use-Cases-12-320.jpg)
![Research Objects
4. Active research products: evolving. executable.
• Fork.
• Merge.
• Version.
• Cite
• Snapshot.
• Live.
[Martin Scharm]
Haus et al, BMC Systems Biology, 2011, 5:10
Solvent production by Clostridium acetobutylicum](https://image.slidesharecdn.com/biocaddie-ro-goble-final-150612101205-lva1-app6891/85/The-Research-Object-Initiative-Frameworks-and-Use-Cases-18-320.jpg)
Uploaded byCarole Goble
The Research Object Initiative: Frameworks and Use Cases
The document presents the Research Object Initiative, discussing frameworks and use cases related to organizing and sharing research assets for improved reproducibility and collaboration. It emphasizes the importance of packaging computational workflows, datasets, and software into identifiable research objects that can be cited and managed effectively. Key concepts include multi-stewarding, metadata standards, and tools to facilitate navigating and utilizing dispersed research elements.
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The Research Object Initiative: Frameworks and Use Cases
- 1. The Research ObjectInitiative: Frameworks and Use Cases Professor Carole Goble The University of Manchester, UK carole.goble@manchester.ac.uk NIH BD2K BioCADDIE webinar, 11 June 2015
- 2. From Manuscripts to ResearchObjects “An article about computational science in a scientific publication is not the scholarship itself, it is merely advertising of the scholarship. The actual scholarship is the complete software development environment, [the complete data] and the complete set of instructions which generated the figures.” David Donoho, “Wavelab and Reproducible Research,” 1995 Datasets, Data collections Standard operating procedures Software, algorithms Configurations, Tools and apps, services Codes, code libraries Workflows, scripts System software Infrastructure Compilers, hardware
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- 6. Drivers for ResearchObjects (1) • Computational Workflows / Scripts – Multi-step, nested. – Data, executable codes, services (remote and local), libraries – Preservation, Repair – Reproducibility • Systems Biology – Models, data (construction, validation, predicted), SOPs, samples – Structured around Investigations, Studies, Assays – Exchange – Reproducibility
- 7. Drivers for ResearchObjects (2) • ComputationalWorkflows Commons – Projects and individuals – myExperiment.org • Systems Biology Commons – Modellers and experimentalists – Projects and Programs – Catalogue of research assets – Fairdomhub.org – Fair-dom.org – Seek4science.org
- 8. "Mapping present andfuture predicted distribution patterns for a meso-grazer guild in the Baltic Sea" by Sonja Leidenberger et al Workflow Commons
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- 12. [Snoep, 2015] https://doi.org/10.15490/seek.1.investigation.56 Penkler etal (2015) FEBSJ 282:1481-1511.
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- 15. Research Objects 1. Multi-various,citable research products
- 16. Research Objects 2. Compound,nested, scattered, yet interconnected research products, structured investigations
- 17. Research Objects 3. Preserved,Portable research products, inter-platform exchange, reproducibility Pop-up projects Dynamic groups Internal / external visibility Commons
- 18. Research Objects 4. Activeresearch products: evolving. executable. • Fork. • Merge. • Version. • Cite • Snapshot. • Live. [Martin Scharm] Haus et al, BMC Systems Biology, 2011, 5:10 Solvent production by Clostridium acetobutylicum
- 19. Bigger on theinside than the outside cite? resolve? steward? closed embed fixed local open alien refer fluid Content TARDIS Time and Relative Dimension in Space Scholarship Multi Span type steward site author research researchers platforms time Contributions
- 20. Bigger on theinside than the outside cite? resolve? steward? closed embed fixed local open alien refer fluid Content TARDIS Time and Relative Dimension in Space Scholarship Multi Span type steward site author research researchers platforms time Contributions
- 21. Goble, De Roure,Bechhofer, Accelerating KnowledgeTurns, I3CK, 2013 Knowledge Turning interpret Commons FAIR Research Products Reproducibility Interpretation Comparison Preservation Portability Release Active Research http://ccrtypewriter.blogspot.co.uk/ Research Objectmeans ends driver
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- 23. Multi-various products, platforms,resources First class citizens - id, manage, credit, track, profile, focus A Framework to Bundle, Port and Link (scattered) resources, related experiments. Metadata Objects that carry Research Context. Units of exchange. Research Objects http://www.researchobject.org
- 24. The Research ObjectFramework Desiderata Technology Independent. The least possible. The simplest feasible. Graceful degradation.
- 25. Research Object Framework Principles& Conventions API specificationMetadata formats RO Core model using standards Annotation profiles progressive extensionsAdobe UCF ORE ODF OADM/ PROV
- 26. Research Object Framework Principles& Conventions API specification Platform Profiles using legacy & commodity platforms Metadata formats Policies Services Tools Lifecycle Steward Ship Training … Commodity Native RO Core model using standards Annotation profiles progressive extensionsAdobe UCF ORE ODF OADM/ PROV
- 27. Identity Aggregation Interpretation: The objects How theyare linked together RO Core Model manifest Refer to aggregations and their contents Describe group & constituents External ids Local files Attribution: Who , when, where, why? Metadata Description
- 28. RO Core Model Aggregations Resourcemaps Proxies Annotation first class and stand-off Identity persistence and resolution, Names Citation Identity Annotation Aggregation DOIs URIs Handles ORCID W3C OADM OAI- ORE manifest Point of extendability
- 29. Identity Annotation Aggregation RO Core PlatformProfiles DOIs URIs Handles ORCID Data Citation Implementation OAI- ORE W3C OADM
- 30. RO Model Ontology http://w3id.org/ro/ Definescore concepts of research objects, identity, aggregation, annotation. Used in the manifest
- 31. Metadata Objects Manifest The ContainerManifest content and the relationships between the content • RO metadata- id, title, creator, status…. • Aggregates – list of ids/links to resources • Annotations – list of annotations about resources The Objects • Remote, through links • Locally, embedded
- 32. Manifest – remoteand local on my machine
- 33. Container Machinery Manifest The Container Packaging: Zipfiles, DOCKER Images… Catalogues & Commons: FAIRDOM SEEK, Farr Commons CKAN, myExperiment… The Container Manifest content and the relationships between the content
- 34. Export, archive, publishand transfer ROs. File format for storage and distribution of ROs as a ZIP archive Includes an RO’s manifest, annotations and some or all of its aggregated resources Basis for more specific file formats Backwards compatible: its zip Programmatic access: JSON and JSON-LD manifest, API https://researchobject.github.io/specifications/bundle/ https://w3id.org/bundle/ doi:10.5281/zenodo.10440
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- 36. http://www.cnri.reston.va.us/papers/OverviewDigitalObjectArchit ecture.pdf RO Lifecycles, Resolution, Citation •Defend it (snapshot) • Locate it (most recent) • Reuse it (a version, a component) • Credit it (contributory authorship) • Cross link it (connections) PURL
- 37. Checklists Versioning Provenance Dependencies Annotation Profiles . Depth: how deeply described Coverage:how much is covered. Progression levels Semantic Framework PID The Manifest The Object Metadata PAV VoID VIVO-ISF PAV Mim Ontology Puppet, Makefile Less detail, more stakeholders
- 38. Checklists Gamble M, GobleCA, Klyne G, Zhao J Mim: A minimum information model vocabulary and framework for scientific linked data IEEE 8th Intl Conf on eScience pp: 1-8 Zhao J, Klyne G, Gamble M, Goble CA - A Checklist- Based Approach for Quality Assessment of Scientific Information Proc Third Linked Science Workshop 2013, co-located ISWC2013.
- 39. Library Publishers Experiments Type specific PID Citation NISO- JATS Dublin Core ISA MIAME Wf-Desc Checklist Annotation Profiles . OBI SBML, SED-ML JERM EXPO Wf-prov GambleM, Goble CA, Klyne G, Zhao J Mim: A minimum information model vocabulary and framework for scientific linked data IEEE 8th Intl Conf on eScience pp: 1-8
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- 41. Use case • SEEKCommons for Systems Biology • Natively RO • Export/Import RO bundles
- 42. SEEK Metadata framework linkstudies and link assets Describes common elements and relationships between things produced and used in experiments. Structured descriptions for consistency and comparison Just Enough Results Model
- 43. Snapshots & Living Living ROs SnapshotRO of investigation and all its parts
- 44. Community Sys BioModels metadata + packaging Bergmann, Rodriguez, Le Novère. COMBINE archive specification. <http://identifiers.org/combine.specifications/o mex.version-1> (2014) Bergman et al COMBINE archive and OMEX format: one file to share all information to reproduce a modeling project, BMC Bioinformatics 2014, 15:369 Combine with RO. Standardised metadata & API http://co.mbine.org/documents/archive https://github.com/stain/ro-combine-archive doi:10.5281/zenodo.10439
- 45. Bridge from Researchto FAIR publishing Deposit Run
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- 50. Use Case: TavernaWorkflows
- 51. Workflow Results workflowrun.prov.ttl (RDF) outputA.txt outputC.jpg outputB/ https://w3id.org/bundle intermediates/ 1.txt 2.txt 3.txt de/def2e58b-50e2-4949-9980-fd310166621a.txt inputA.txt workflow URI references attribution execution environment Aggregating inResearch Object ZIP folder structure (RO Bundle) mimetype application/vnd.wf4ever.robundle+zip .ro/manifest.json
- 52. Workflow Specification Example dataand config. Components. Plug-ins,Versions Workflow System Software package Workflow Runs Data and configs Provenance logs Study Asset specific Commons Personal Notebook Community Registry General Publishing Repository
- 53. Use case: ATLASCollider Data Analytics Portable, lightweight application runtime and packaging tool. Image ATLAS and CMS detector data CharlesVardeman, Da Huo All data and files of the execution + Instructions convert bundle manifest Relate files and layers Add provenance and annotations Link in other content
- 54. Use case: The FarrInstitute Commons safe use of patient and research data for medical research clinical study cohorts Research Objects: scripts, data, samples… different e-Labs, legacy data http://www.farrinstitute.org/
- 55. Use case: The FarrInstitute Commons The open source data portal software exchange catalogue deposit
- 56. Use case: The FarrInstitute Commons The open source data portal software exchange catalogue deposit
- 57. Uses “code asa research object” functionality
- 58. Baking RO Infrastructure make,import, export, inspect, render, version, process, check, … • Libraries – Create and inspect RO Bundles and their metadata – Java, Ruby and Python • User tools – RO Manager: command line tool to make ROs – ROHUB: a prototype web app to manage ROs • Platforms – SEEK – CKAN plug-in to build, import and export ROs http://www.researchobject.org/specifications/
- 59. NIH BD2K +Research Objects Metadata Profiles RO Model API Community IDs* RO Model Manifest Profile Implementation Profiles *BioMedBridges 10 Rules for Identifiers.
- 60. Summary FAIR Research Objects: •Concept, model, framework, use cases • Lightweight, Incremental Challenges • Multi-stewarding and lifecycles (OAIS) • Policy, governance Partnerships • Figshare, Oxford Bodliean, Farr Institute • BioCADDIE?
- 61. Acknowledgements & Links StianSoiland-Reyes Matt Gamble Rob Haines Sean Bechhofer Norman Morrison Phil Crouch Finn Bacall Stuart Owen Carole Goble Khalid Belhajjame Graham Klyne Jun Zhao Daniel Garijo, Oscar Corcho Esteban García Cuesta University of Manchester University of Oxford Lancaster University UPM http://researchobject.org http://fair-dom.org http://www.seek4science.org http://www.farrinstitute.org http://www.wf4ever-project.org http://myexperiment.org Raul Palma iSOCO PSNC Paris 6