SlideShare a Scribd company logo
Benjamin Good, TSRI
IC-Foods, UC Davis, 2016
@bgood
bgood@scripps.edu
http://www.slideshare.net/goodb
and the
Semantic Web of Food
Outline
• What Wikidata is
• What we are doing with it
• How you could use it to help build the Semantic Web of Food.
Is to data
as Wikipedia is to text
“Giving more people more access to more knowledge”
A free and open repository of knowledge
• Run by the Wikimedia Foundation
• Not a grant funded ‘project’… as stable as Wikipedia
It’s a knowledge
base!
• Anyone can edit
(human or robot)
• Anyone can use
(CC0)
Deeply integrated
Elements of the kb are called ‘items’
https://www.wikidata.org/wiki/Q146
Items are described by “statements” that link
together to form the language-independent
wikidata knowledge graph
Cat
Domesticated
Animal
Animal
Subclass Of
Subclass Of
Animalia
Taxon name
Kingdom
Taxon rank
Item: Q84
Inter-item links form a giant knowledge graph
Everything is connected
Reelin, Heart disease,
Barack Obama,
everything..
https://query.wikidata.org
SPARQL endpoint for Wikidata
Example question: repurposing Metformin
http://tinyurl.com/zem3oxz
Metformin
?disease
interacts
with
protein
geneencoded by genetic
association
Might
treat ?
Solute carrier
family 22
member 3
SLC22A3
prostate
cancer
Example biomedical content
• All human, mouse, rat, yeast, macaque, 120+
microbes genes and proteins
• All Gene Ontology terms
• All Human Disease Ontology terms
• 120,000+ chemicals
Burgstaller-Muelbacher et al (2016) Database
Mitraka et al (2015) Semantic Web Applications for the Life Sciences
Putman et al (2016) Database
Application #1 Wikipedia enhancement
Burgstaller et al (2016)
http://wikigenomes.org
Application #2 Wikigenomes
1 requirement for any Semantic Web
• Unambiguous, accessible way of naming and defining things
You say Tomato,
I say:
https://www.wikidata.org/wiki/Q23501
NYT topic ID
TAXREF ID
iNaturalist taxon ID
EPPO Code
Tela Botanica ID
Great Aragonese Encyclopedia ID
New Zealand Organisms Register ID
GND ID
Encyclopedia of Life ID
200+ human language labels, definitions
You say Furaneol..
Dimethylhydroxy furanone
Pineapple ketone
2,5-Dimethyl-4-hydroxy-3(2H)-furanone
2,5-Dimethyl-4-hydroxy-2,3-dihydrofuran-3-one
2,5-Dimethyl-3-hydroxy-4-oxo-4,5-dihydrofuran
4-hydroxy-2,5-dimethyl-3(2H)-furanone
HDMF
4-hydroxy-2,5-dimethylfuran-3-one
CAS registry number
PubChem ID (CID)
InChI
InChIKey
ChemSpider ID
UNII
ChEMBL ID
ChEBI ID
ECHA InfoCard ID
Beilstein Registry Number
HMDB ID
Database ids..
Labels, definitions, article links
I say Q250455
Acknowledgements
Gene Wikidata Team
Andra Waagmeester (Micelio)
Sebastian Burgstaller (Scripps)
Tim Putman (Scripps)
Elvira Mitraka (U Maryland)
Julia Turner (Scripps)
Justin Leong (UBC)
Lynn Schriml (U Maryland)
Paul Pavlidis (UBC)
Andrew Su (Scripps)
Ginger Tsueng (Scripps)
Contact
bgood@scripps.edu
@bgood on twitter
Adapted logo
Su Laboratory at TSRI The 16,950 other active editors of
Wikidata and especially the 693 that
joined last month and the 809 that
joined the month before that and
the 721 that joined the month
before that..
This work was supported by the US National Institute of Health
(grants GM089820 and U54GM114833) and by the Scripps
Translational Science Institute with an NIH-NCATS Clinical and
Translational Science Award (CTSA; 5 UL1 TR001114).

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Wikidata and the Semantic Web of Food

  • 1. Benjamin Good, TSRI IC-Foods, UC Davis, 2016 @bgood bgood@scripps.edu http://www.slideshare.net/goodb and the Semantic Web of Food
  • 2. Outline • What Wikidata is • What we are doing with it • How you could use it to help build the Semantic Web of Food.
  • 3. Is to data as Wikipedia is to text “Giving more people more access to more knowledge” A free and open repository of knowledge • Run by the Wikimedia Foundation • Not a grant funded ‘project’… as stable as Wikipedia
  • 4. It’s a knowledge base! • Anyone can edit (human or robot) • Anyone can use (CC0)
  • 6. Elements of the kb are called ‘items’ https://www.wikidata.org/wiki/Q146
  • 7. Items are described by “statements” that link together to form the language-independent wikidata knowledge graph Cat Domesticated Animal Animal Subclass Of Subclass Of Animalia Taxon name Kingdom Taxon rank
  • 9. Inter-item links form a giant knowledge graph Everything is connected Reelin, Heart disease, Barack Obama, everything.. https://query.wikidata.org SPARQL endpoint for Wikidata
  • 10. Example question: repurposing Metformin http://tinyurl.com/zem3oxz Metformin ?disease interacts with protein geneencoded by genetic association Might treat ? Solute carrier family 22 member 3 SLC22A3 prostate cancer
  • 11. Example biomedical content • All human, mouse, rat, yeast, macaque, 120+ microbes genes and proteins • All Gene Ontology terms • All Human Disease Ontology terms • 120,000+ chemicals Burgstaller-Muelbacher et al (2016) Database Mitraka et al (2015) Semantic Web Applications for the Life Sciences Putman et al (2016) Database
  • 12. Application #1 Wikipedia enhancement Burgstaller et al (2016)
  • 14. 1 requirement for any Semantic Web • Unambiguous, accessible way of naming and defining things
  • 15. You say Tomato, I say: https://www.wikidata.org/wiki/Q23501 NYT topic ID TAXREF ID iNaturalist taxon ID EPPO Code Tela Botanica ID Great Aragonese Encyclopedia ID New Zealand Organisms Register ID GND ID Encyclopedia of Life ID 200+ human language labels, definitions
  • 16. You say Furaneol.. Dimethylhydroxy furanone Pineapple ketone 2,5-Dimethyl-4-hydroxy-3(2H)-furanone 2,5-Dimethyl-4-hydroxy-2,3-dihydrofuran-3-one 2,5-Dimethyl-3-hydroxy-4-oxo-4,5-dihydrofuran 4-hydroxy-2,5-dimethyl-3(2H)-furanone HDMF 4-hydroxy-2,5-dimethylfuran-3-one CAS registry number PubChem ID (CID) InChI InChIKey ChemSpider ID UNII ChEMBL ID ChEBI ID ECHA InfoCard ID Beilstein Registry Number HMDB ID Database ids.. Labels, definitions, article links I say Q250455
  • 17. Acknowledgements Gene Wikidata Team Andra Waagmeester (Micelio) Sebastian Burgstaller (Scripps) Tim Putman (Scripps) Elvira Mitraka (U Maryland) Julia Turner (Scripps) Justin Leong (UBC) Lynn Schriml (U Maryland) Paul Pavlidis (UBC) Andrew Su (Scripps) Ginger Tsueng (Scripps) Contact bgood@scripps.edu @bgood on twitter Adapted logo Su Laboratory at TSRI The 16,950 other active editors of Wikidata and especially the 693 that joined last month and the 809 that joined the month before that and the 721 that joined the month before that.. This work was supported by the US National Institute of Health (grants GM089820 and U54GM114833) and by the Scripps Translational Science Institute with an NIH-NCATS Clinical and Translational Science Award (CTSA; 5 UL1 TR001114).

Editor's Notes

  1. Labels and descriptions in many languages
  2. about 27 million items, 100 million statements, resulting in about 1 billions triples in the sparql endoint
  3. This is the first application of the work that we have done