Open Science and Data Sharing - CERF
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open science and data sharing
kaitlin thaneyprogram manager, science commons
portland, oregon - CERF / SalDAWG - 4 nov 2009
This presentation is licensed under the CreativeCommons-Attribution-3.0 license.
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xi.open science,
knowledge sharing,and the commons
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make sharing easy, legal and scalable
integrated approach
building part of the infrastructure for knowledge sharing
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access is step one
content needs to be legally and technically accessible
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indexing, translation, redistribution: disallowed
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“ By open access to the literature, we mean its free availability on the public internet,
permitting users to read, download, copy, distribute, print, search, or link to the full texts of the articles, crawl them for indexing, pass them as data to software, or use them for any other lawful
purpose, without financial, legal or technical barriers other than those inseparable from gaining
access to the internet itself.”
Image from the Public Library of Science, licensed to the public, under CC-BY-3.0
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“The only constraint on reproduction and distribution, and the only role for copyright in this domain, should be to give authors control over the
integrity of their work and the right to be properly acknowledged and cited.”
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legal implementation
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SLA
SCMTA
UBMTA
don’t forget about the
physical tools
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knowledge?
journal articlesdata
ontologiesannotations
plasmids and cell lines
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knowledge?
journal articlesdata
ontologiesannotations
plasmids and cell lines
... how to treat? like content? software?
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early days of WWW
no licenses (even free)debate over codeCERN’s decisionview/edit sourcenetwork effects
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the data web
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as a means to achieve Open Accessbut what about data?
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1.three layers of resistance: technical, semantic, legal
save legal for last ...
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“read 189,000 papers” is not
the ideal answer.
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DRD1, 1812 adenylate cyclase activationADRB2, 154 adenylate cyclase activationADRB2, 154 arrestin mediated desensitization of G-protein coupled receptor protein signaling pathwayDRD1IP, 50632 dopamine receptor signaling pathwayDRD1, 1812 dopamine receptor, adenylate cyclase activating pathwayDRD2, 1813 dopamine receptor, adenylate cyclase inhibiting pathwayGRM7, 2917 G-protein coupled receptor protein signaling pathwayGNG3, 2785 G-protein coupled receptor protein signaling pathwayGNG12, 55970 G-protein coupled receptor protein signaling pathwayDRD2, 1813 G-protein coupled receptor protein signaling pathwayADRB2, 154 G-protein coupled receptor protein signaling pathwayCALM3, 808 G-protein coupled receptor protein signaling pathwayHTR2A, 3356 G-protein coupled receptor protein signaling pathwayDRD1, 1812 G-protein signaling, coupled to cyclic nucleotide second messengerSSTR5, 6755 G-protein signaling, coupled to cyclic nucleotide second messengerMTNR1A, 4543 G-protein signaling, coupled to cyclic nucleotide second messengerCNR2, 1269 G-protein signaling, coupled to cyclic nucleotide second messengerHTR6, 3362 G-protein signaling, coupled to cyclic nucleotide second messengerGRIK2, 2898 glutamate signaling pathwayGRIN1, 2902 glutamate signaling pathwayGRIN2A, 2903 glutamate signaling pathwayGRIN2B, 2904 glutamate signaling pathwayADAM10, 102 integrin-mediated signaling pathwayGRM7, 2917 negative regulation of adenylate cyclase activityLRP1, 4035 negative regulation of Wnt receptor signaling pathwayADAM10, 102 Notch receptor processingASCL1, 429 Notch signaling pathwayHTR2A, 3356 serotonin receptor signaling pathwayADRB2, 154 transmembrane receptor protein tyrosine kinase activation (dimerization)PTPRG, 5793 transmembrane receptor protein tyrosine kinase signaling pathwayEPHA4, 2043 transmembrane receptor protein tyrosine kinase signaling pathwayNRTN, 4902 transmembrane receptor protein tyrosine kinase signaling pathwayCTNND1, 1500 Wnt receptor signaling pathway`
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technical
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2.social and semantics
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semantic agreement
is hard.
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cafekopi
cafezinho
koffee
espresso
latte
mocha americano
coffee
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(pick one)
“choice” or interoperability.
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coffee
“coffee”
“cafe”
“kopi” http://ontology.foo.org/1234567
converge on common names
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select ?gene_name ?process_namewhere{ PropertyValue(?pubmed_record, ?p, mesh:D017966) PropertyValue(?article, sc:identified_by_pmid , ?pubmed_record) PropertyValue(?gene_record, sc:describes_gene_or_gene_product_mentioned_by, ?article) SubClassOf(?protein, some(ro:has_function, some(ro:realized_as, ?process))) SubClassOf(?process, or(go:GO_0007166, some(ro:part_of, go:GO_0007166)) SubClassOf(?protein, some(sc:is_protein_gene_product_of_dna_described_by,?gene_record)) Annotation(?gene_record,rdfs:label,{?gene_name}) Annotation(?process,rdfs:label,?process_name)}
Mesh: Pyramidal Neurons
Pubmed: Journal Articles
Entrez Gene: Genes
GO: Signal Transduction
better answers through better formats:
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DRD1, 1812 adenylate cyclase activationADRB2, 154 adenylate cyclase activationADRB2, 154 arrestin mediated desensitization of G-protein coupled receptor protein signaling pathwayDRD1IP, 50632 dopamine receptor signaling pathwayDRD1, 1812 dopamine receptor, adenylate cyclase activating pathwayDRD2, 1813 dopamine receptor, adenylate cyclase inhibiting pathwayGRM7, 2917 G-protein coupled receptor protein signaling pathwayGNG3, 2785 G-protein coupled receptor protein signaling pathwayGNG12, 55970 G-protein coupled receptor protein signaling pathwayDRD2, 1813 G-protein coupled receptor protein signaling pathwayADRB2, 154 G-protein coupled receptor protein signaling pathwayCALM3, 808 G-protein coupled receptor protein signaling pathwayHTR2A, 3356 G-protein coupled receptor protein signaling pathwayDRD1, 1812 G-protein signaling, coupled to cyclic nucleotide second messengerSSTR5, 6755 G-protein signaling, coupled to cyclic nucleotide second messengerMTNR1A, 4543 G-protein signaling, coupled to cyclic nucleotide second messengerCNR2, 1269 G-protein signaling, coupled to cyclic nucleotide second messengerHTR6, 3362 G-protein signaling, coupled to cyclic nucleotide second messengerGRIK2, 2898 glutamate signaling pathwayGRIN1, 2902 glutamate signaling pathwayGRIN2A, 2903 glutamate signaling pathwayGRIN2B, 2904 glutamate signaling pathwayADAM10, 102 integrin-mediated signaling pathwayGRM7, 2917 negative regulation of adenylate cyclase activityLRP1, 4035 negative regulation of Wnt receptor signaling pathwayADAM10, 102 Notch receptor processingASCL1, 429 Notch signaling pathwayHTR2A, 3356 serotonin receptor signaling pathwayADRB2, 154 transmembrane receptor protein tyrosine kinase activation (dimerization)PTPRG, 5793 transmembrane receptor protein tyrosine kinase signaling pathwayEPHA4, 2043 transmembrane receptor protein tyrosine kinase signaling pathwayNRTN, 4902 transmembrane receptor protein tyrosine kinase signaling pathwayCTNND1, 1500 Wnt receptor signaling pathway`
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http://hcls1.csail.mit.edu:8890/sparql/?query=prefix%20go%3A%20%3Chttp%3A%2F%2Fpurl.org%2Fobo%2Fowl%2FGO%23%3E%0Aprefix%20rdfs%3A%20%3Chttp%3A%2F%2Fwww.w3.org%2F2000%2F01%2Frdf-schema%23%3E%0Aprefix%20owl%3A%20%3Chttp%3A%2F%2Fwww.w3.org%2F2002%2F07%2Fowl%23%3E%0Aprefix%20mesh%3A%20%3Chttp%3A%2F%2Fpurl.org%2Fcommons%2Frecord%2Fmesh%2F%3E%0Aprefix%20sc%3A%20%3Chttp%3A%2F%2Fpurl.org%2Fscience%2Fowl%2Fsciencecommons%2F%3E%0Aprefix%20ro%3A%20%3Chttp%3A%2F%2Fwww.obofoundry.org%2Fro%2Fro.owl%23%3E%0A%0Aselect%20%3Fgenename%20%3Fprocessname%0Awhere%0A%7B%20%20graph%20%3Chttp%3A%2F%2Fpurl.org%2Fcommons%2Fhcls%2Fpubmesh%3E%0A%20%20%20%20%20%7B%20%3Fpaper%20%3Fp%20mesh%3AD017966%20.%0A%20%20%20%20%20%20%20%3Farticle%20sc%3Aidentified_by_pmid%20%3Fpaper.%0A%20%20%20%20%20%20%20%3Fgene%20sc%3Adescribes_gene_or_gene_product_mentioned_by%20%3Farticle.%0A%20%20%20%20%20%7D%0A%20%20%20graph%20%3Chttp%3A%2F%2Fpurl.org%2Fcommons%2Fhcls%2Fgoa%3E%0A%20%20%20%20%20%7B%20%3Fprotein%20rdfs%3AsubClassOf%20%3Fres.%0A%20%20%20%20%20%20%20%3Fres%20owl%3AonProperty%20ro%3Ahas_function.%0A%20%20%20%20%20%20%20%3Fres%20owl%3AsomeValuesFrom%20%3Fres2.%0A%20%20%20%20%20%20%20%3Fres2%20owl%3AonProperty%20ro%3Arealized_as.%0A%20%20%20%20%20%20%20%3Fres2%20owl%3AsomeValuesFrom%20%3Fprocess.%0A%20%20%20graph%20%3Chttp%3A%2F%2Fpurl.org%2Fcommons%2Fhcls%2F20070416%2Fclassrelations%3E%0A%20%20%20%20%20%7B%7B%3Fprocess%20%3Chttp%3A%2F%2Fpurl.org%2Fobo%2Fowl%2Fobo%23part_of%3E%20go%3AGO_0007166%7D%0A%20%20%20%20%20%20%20union%0A%20%20%20%20%20%20%7B%3Fprocess%20rdfs%3AsubClassOf%20go%3AGO_0007166%20%7D%7D%0A%20%20%20%20%20%20%20%3Fprotein%20rdfs%3AsubClassOf%20%3Fparent.%0A%20%20%20%20%20%20%20%3Fparent%20owl%3AequivalentClass%20%3Fres3.%0A%20%20%20%20%20%20%20%3Fres3%20owl%3AhasValue%20%3Fgene.%0A%20%20%20%20%20%20%7D%0A%20%20%20graph%20%3Chttp%3A%2F%2Fpurl.org%2Fcommons%2Fhcls%2Fgene%3E%0A%20%20%20%20%20%7B%20%3Fgene%20rdfs%3Alabel%20%3Fgenename%20%7D%0A%20%20%20graph%20%3Chttp%3A%2F%2Fpurl.org%2Fcommons%2Fhcls%2F20070416%3E%0A%20%20%20%20%20%7B%20%3Fprocess%20rdfs%3Alabel%20%3Fprocessname%7D%0A%7D&format=&maxrows=50
turn ugly query code into a link
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social barriers: protection instinct / culture of control
quality control, integrity concerns
“my data”, interpretation issues
fear, uncertainty, doubt (FUD)
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3.the data “rights” conundrum...
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implications of FLOSS toggles
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©“creative expression”
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is it creative?
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is it creative?
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is it creative?
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category errors
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Non-Commercial
the problem of...
for data
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Non-Commercial
what’s a commercial useof the data web?
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Share Alike
the problem of...
for data
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1854
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issue of license proliferation
whatever you do to the least of the databases, you do to the integrated system
(the most restrictive wins)
risk for unintended consequences
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Attribution
the problem of...
for data
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the problem of...
for data
any license
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national law / jurisdiction-based hurdles
sui generis, “sweat of the brow”
Crown copyright “level of skill”
how internat’l data sharing efforts are affected?
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attribution vs. citation
which one applies? which is best fit?what’s the difference?
“credit where credit is due”
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attribution:(legal entity)
“triggered by making of a copy”does it apply to facts?
how to attribute? (papers, ontologies, data)
“in a manner specified by ...”attribution stacking
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citation:(gentle(wo)man’s club)
legal requirement? interoperability?
credit where credit is dueentrenched scientific norm
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we shouldn’t use the law to make it hard to do the wrong thing ...
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need for a legally accurate and simple solution
reducing or eliminating the need to make the distinction of what’s protected
requires modular, standards based approach to licensing
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... must promote legal predictability and certainty.
... must be easy to use and understand.
... must impose the lowest possible transaction costs on users.
full text: http://sciencecommons.org/projects/publishing/open-access-data-protocol/
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norms approach
set of principles (not license)
open, accessible, interoperable
create legal zones of certainty
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calls for data providers to waive all rights necessary for data extraction and re-use
requires provider place no additional obligations (like share-alike) to limit
downstream use
request behavior (like attribution) through norms and terms of use
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at worst, we’re really wrong.
4.at best, we’re partially right.
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infrastructure for a data web
the digital commons
law + content + technology + community
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data without structure and annotation is a lost opportunity.
data should flow in an open, public, and extensible infrastructure
support recombination and reconfiguration into computer models, queryable by search
engine
treated as public good
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resist the temptation to treatas property
embrace the potential to treat instead as a network resource
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the right to fix our mistakes.
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thank you.
slideshare.net/kaythaney