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Alasdair J G Gray ELIXIR-UK
Heriot-Watt University
Carole Goble
University of Manchester
Rafael C Jimenez ELIXIR-Hub
Bioschemas
Datasets and
Data Catalogs
<div itemscope itemtype="http://schema.org/Recipe">
<h1 itemprop="name">Classic potato salad</h1>
<div itemprop="nutrition” itemscope
itemtype="http://schema.org/NutritionInformation">
Nutrition facts:
<span itemprop="calories">144 kcal</span>,
</div>
Ingredients:
- <span itemprop="recipeIngredient">800g small new potato</span>
- <span itemprop="recipeIngredient">3 shallot</span>
Markup for web pages
RDFa
JSON-LD
Microdata
With markup
4 Oct 2017 @bioschemas 2
4 Oct 2017 @bioschemas 3
Schema for Datasets and Catalogs
Schema definitions:
• Dataset: A body of structured
information describing some topic(s)
of interest
http://schema.org/Dataset
– 91 properties
• DataCatalog: A collection of datasets
http://schema.org/DataCatalog
– 91 properties
4 Oct 2017 @bioschemas 5
Schema for Datasets and Catalogs
Schema definitions:
• Dataset: A body of structured
information describing some topic(s)
of interest
http://schema.org/Dataset
– 91 properties
• DataCatalog: A collection of datasets
http://schema.org/DataCatalog
– 91 properties
Google Profile
• Dataset: 9 basic properties
• DataCatalog: 1 property
• DataDownload: 2 properties
• Many more
4 Oct 2017 @bioschemas 6
Bioschemas
• Schema.org for life sciences
–Introduce life sciences types
• Use case driven
–Finding data
–Presenting search results
–Metadata exchange
• Minimum properties – 6
• Link to domain ontologies
Specification on top of schema.org
Layer of constrains + documentation +
extensions Specification
Data model
Minimum information
Controlled vocabularies
Cardinality
Documentation
Examples
New (properties | types)
4 Oct 2017 @bioschemas 7
Mapping SpecificationUse cases
Mockup
Adoption
Testing Application
Bioschemas Process
4 Oct 2017 @bioschemas 9
BioSchema Specifications
4 Oct 2017 @bioschemas 10
UniProt
• Name
• Description
• License
• Release
• Citation
• Metrics
• Tools
• …
Tools
Citation Identifiers
MetricsRelease
Interfaces
Bioschemas DataCatalog
4 Oct 2017 @bioschemas 13
http://bioschemas.org/specifications/
A collection of datasets, e.g. catalogs, repositories, registries, …
Bioschemas Dataset
4 Oct 2017 @bioschemas 14
http://bioschemas.org/specifications/
A body of structured information describing some topic(s) of interest
Bioschemas Dataset Deployment
Reactome dataset
• Status: in production
• Available from: view-source:
http://reactome.org/content/detail/R-HSA-74160
• Use case: discovery
• Documentation:
http://reactome.org/ContentService/#!/discover/eventDiscoveryUsingGET
4 Oct 2017 @bioschemas 15
Deployment: Training Material
4 Oct 2017 @bioschemas 16
Benefit: Discovering Training Material
4 Oct 2017 @bioschemas 17
bioschemas.org
Acknowledgements
Haydee Artaza
Terri Atwood
Phil Barker
Dominique Batista
Niall Beard
Raoul Bonnal
Cath Brooksbank
Tony Burdett
Guillermo Calderon
Mantilla
Ethy Cannon
Justin Clark-Casey
Martin Cook
Manuel Corpas
Michael R Crusoe
Pavel Dallakian
Luc Deltombe
Stephen Ficklin
Leyla Garcia
Carole Goble
Alejandra Gonzalez-
Beltran
Alasdair Gray
Jeffrey Grethe
Henning Hermjakob
Richard Holland
Carlos Horro
Jon Ison
Christa Janko
Andy Jenkinson
Rafael C Jimenez
Claire Johnson
Simon Jupp
Nick Juty
Lee Larcombe
Nicolas Le Novère
Mikael Linden
Audald Lloret
Federico López
Gómez
Ronald Margolis
Maria Martin
Michaela Th.
Mayrhofer
Peter McQuilton
Sarah Morgan
Chris Mungall
Aleksandra Nenadic
Helen Parkinson
Roberto Preste
Giuseppe Profiti
Philippe Rocca-Serra
Gabriella Rustici
Susanna A Sansone
Vicky Schneider
Serena Scollen
Chris Taylor
Milo Thurston
Dan Timmons
John Van Horn
Susheel Varma
Sameer Velankar
Premysl Velek
Andra Waagmeester
Liz Williams
Sarala Wimalaratne
Anil Wipat
Olga Ximena Giraldo
Anita de Waard
Peter van Heusden
+ others to be added
4 Oct 2017 @bioschemas 18

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Bioschemas: Datasets and Data Catalogs

  • 1. Alasdair J G Gray ELIXIR-UK Heriot-Watt University Carole Goble University of Manchester Rafael C Jimenez ELIXIR-Hub Bioschemas Datasets and Data Catalogs
  • 2. <div itemscope itemtype="http://schema.org/Recipe"> <h1 itemprop="name">Classic potato salad</h1> <div itemprop="nutrition” itemscope itemtype="http://schema.org/NutritionInformation"> Nutrition facts: <span itemprop="calories">144 kcal</span>, </div> Ingredients: - <span itemprop="recipeIngredient">800g small new potato</span> - <span itemprop="recipeIngredient">3 shallot</span> Markup for web pages RDFa JSON-LD Microdata With markup 4 Oct 2017 @bioschemas 2
  • 3. 4 Oct 2017 @bioschemas 3
  • 4. Schema for Datasets and Catalogs Schema definitions: • Dataset: A body of structured information describing some topic(s) of interest http://schema.org/Dataset – 91 properties • DataCatalog: A collection of datasets http://schema.org/DataCatalog – 91 properties 4 Oct 2017 @bioschemas 5
  • 5. Schema for Datasets and Catalogs Schema definitions: • Dataset: A body of structured information describing some topic(s) of interest http://schema.org/Dataset – 91 properties • DataCatalog: A collection of datasets http://schema.org/DataCatalog – 91 properties Google Profile • Dataset: 9 basic properties • DataCatalog: 1 property • DataDownload: 2 properties • Many more 4 Oct 2017 @bioschemas 6
  • 6. Bioschemas • Schema.org for life sciences –Introduce life sciences types • Use case driven –Finding data –Presenting search results –Metadata exchange • Minimum properties – 6 • Link to domain ontologies Specification on top of schema.org Layer of constrains + documentation + extensions Specification Data model Minimum information Controlled vocabularies Cardinality Documentation Examples New (properties | types) 4 Oct 2017 @bioschemas 7
  • 7. Mapping SpecificationUse cases Mockup Adoption Testing Application Bioschemas Process 4 Oct 2017 @bioschemas 9
  • 8. BioSchema Specifications 4 Oct 2017 @bioschemas 10
  • 9. UniProt • Name • Description • License • Release • Citation • Metrics • Tools • … Tools Citation Identifiers MetricsRelease Interfaces
  • 10. Bioschemas DataCatalog 4 Oct 2017 @bioschemas 13 http://bioschemas.org/specifications/ A collection of datasets, e.g. catalogs, repositories, registries, …
  • 11. Bioschemas Dataset 4 Oct 2017 @bioschemas 14 http://bioschemas.org/specifications/ A body of structured information describing some topic(s) of interest
  • 12. Bioschemas Dataset Deployment Reactome dataset • Status: in production • Available from: view-source: http://reactome.org/content/detail/R-HSA-74160 • Use case: discovery • Documentation: http://reactome.org/ContentService/#!/discover/eventDiscoveryUsingGET 4 Oct 2017 @bioschemas 15
  • 13. Deployment: Training Material 4 Oct 2017 @bioschemas 16
  • 14. Benefit: Discovering Training Material 4 Oct 2017 @bioschemas 17
  • 15. bioschemas.org Acknowledgements Haydee Artaza Terri Atwood Phil Barker Dominique Batista Niall Beard Raoul Bonnal Cath Brooksbank Tony Burdett Guillermo Calderon Mantilla Ethy Cannon Justin Clark-Casey Martin Cook Manuel Corpas Michael R Crusoe Pavel Dallakian Luc Deltombe Stephen Ficklin Leyla Garcia Carole Goble Alejandra Gonzalez- Beltran Alasdair Gray Jeffrey Grethe Henning Hermjakob Richard Holland Carlos Horro Jon Ison Christa Janko Andy Jenkinson Rafael C Jimenez Claire Johnson Simon Jupp Nick Juty Lee Larcombe Nicolas Le Novère Mikael Linden Audald Lloret Federico López Gómez Ronald Margolis Maria Martin Michaela Th. Mayrhofer Peter McQuilton Sarah Morgan Chris Mungall Aleksandra Nenadic Helen Parkinson Roberto Preste Giuseppe Profiti Philippe Rocca-Serra Gabriella Rustici Susanna A Sansone Vicky Schneider Serena Scollen Chris Taylor Milo Thurston Dan Timmons John Van Horn Susheel Varma Sameer Velankar Premysl Velek Andra Waagmeester Liz Williams Sarala Wimalaratne Anil Wipat Olga Ximena Giraldo Anita de Waard Peter van Heusden + others to be added 4 Oct 2017 @bioschemas 18

Notas del editor

  1. Adoption meeting: 12 catalogs marked up Define use case Metadata crosswalk and mapping to schema.org Metadata providers Metadata registries Standards defining metadata Bioschemas specification Define minimum properties based on “finding” use cases Define cardinality and suggested controlled vocabularies Test with existing entries Adoption by data repositories and registries Applications
  2. Beacon Data Catalog Dataset Event Laboratory Protocol Organization Person Phenotype Protein Protein Annotation Protein Structure Sample Standard Tool Training Material
  3. For example, lets look at the lading page of the uniprot data repository. There is the description of the repository, link to the latest release, citation information, licensing information etc. We can understand the text but it is not easy for a software agent to extract this information automatically. So in our data repository specification, we aim to encode this information as metadata which can be automatically extracted by a software agent.
  4. 6 minimal 7 recommended 2 optional
  5. More details in tutorial tomorrow