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open science and data sharing

                     kaitlin thaney
         program manager, science commons
  portland, oregon - CERF / SalDAWG - 4 nov 2009


        This presentation is licensed under the CreativeCommons-Attribution-3.0 license.
xi.
 open science,
knowledge sharing,
and the commons
make sharing easy, legal and scalable

        integrated approach

building part of the infrastructure for
          knowledge sharing
access is step one

content needs to be legally and
    technically accessible
indexing, translation, redistribution: disallowed
“ 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
“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.”
legal
implementation
don’t forget
  about the
physical tools
     UBMTA


      SLA


     SCMTA
knowledge?

    journal articles
          data
       ontologies
      annotations
plasmids and cell lines
knowledge?

             journal articles
                 data
               ontologies
              annotations
         plasmids and cell lines

... how to treat? like content? software?
early days of WWW

no licenses (even free)
  debate over code
   CERN’s decision
   view/edit source
   network effects
the data web
as a means to achieve Open Access
      but what about data?
1.
three layers of resistance:
 technical, semantic, legal

           save legal for last ...
“read 189,000
  papers” is not
the ideal answer.
DRD1, 1812      adenylate cyclase activation
ADRB2, 154      adenylate cyclase activation
ADRB2, 154      arrestin mediated desensitization of G-protein coupled receptor protein signaling pathway
DRD1IP, 50632   dopamine receptor signaling pathway
DRD1, 1812      dopamine receptor, adenylate cyclase activating pathway
DRD2, 1813      dopamine receptor, adenylate cyclase inhibiting pathway
GRM7, 2917      G-protein coupled receptor protein signaling pathway
GNG3, 2785      G-protein coupled receptor protein signaling pathway
GNG12, 55970    G-protein coupled receptor protein signaling pathway
DRD2, 1813      G-protein coupled receptor protein signaling pathway
ADRB2, 154      G-protein coupled receptor protein signaling pathway
CALM3, 808      G-protein coupled receptor protein signaling pathway
HTR2A, 3356     G-protein coupled receptor protein signaling pathway
DRD1, 1812      G-protein signaling, coupled to cyclic nucleotide second messenger
SSTR5, 6755     G-protein signaling, coupled to cyclic nucleotide second messenger
MTNR1A, 4543    G-protein signaling, coupled to cyclic nucleotide second messenger
CNR2, 1269      G-protein signaling, coupled to cyclic nucleotide second messenger
HTR6, 3362      G-protein signaling, coupled to cyclic nucleotide second messenger
GRIK2, 2898     glutamate signaling pathway
GRIN1, 2902     glutamate signaling pathway
GRIN2A, 2903    glutamate signaling pathway
GRIN2B, 2904    glutamate signaling pathway
ADAM10, 102     integrin-mediated signaling pathway
GRM7, 2917      negative regulation of adenylate cyclase activity
LRP1, 4035      negative regulation of Wnt receptor signaling pathway
ADAM10, 102     Notch receptor processing
ASCL1, 429      Notch signaling pathway
HTR2A, 3356     serotonin receptor signaling pathway
ADRB2, 154      transmembrane receptor protein tyrosine kinase activation (dimerization)
PTPRG, 5793     transmembrane receptor protein tyrosine kinase signaling pathway
EPHA4, 2043     transmembrane receptor protein tyrosine kinase signaling pathway
NRTN, 4902      transmembrane receptor protein tyrosine kinase signaling pathway
CTNND1, 1500    Wnt receptor signaling pathway
`
technical
2.
social and semantics
semantic
agreement
  is hard.
espresso
  coffee
             cafe
                    kopi
                             cafezinho

latte               koffee

           mocha             americano
“choice” or interoperability.
         (pick one)
converge on common names

    “coffee”


    “cafe”              coffee

    “kopi”      http://ontology.foo.org/1234567
better answers through better formats:


                                                                                    Mesh: Pyramidal Neurons
select ?gene_name ?process_name
where                                                                               Pubmed: Journal Articles
{ 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))
                                                                                     Entrez Gene: Genes
    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)
                                                                                     GO: Signal Transduction
DRD1, 1812      adenylate cyclase activation
ADRB2, 154      adenylate cyclase activation
ADRB2, 154      arrestin mediated desensitization of G-protein coupled receptor protein signaling pathway
DRD1IP, 50632   dopamine receptor signaling pathway
DRD1, 1812      dopamine receptor, adenylate cyclase activating pathway
DRD2, 1813      dopamine receptor, adenylate cyclase inhibiting pathway
GRM7, 2917      G-protein coupled receptor protein signaling pathway
GNG3, 2785      G-protein coupled receptor protein signaling pathway
GNG12, 55970    G-protein coupled receptor protein signaling pathway
DRD2, 1813      G-protein coupled receptor protein signaling pathway
ADRB2, 154      G-protein coupled receptor protein signaling pathway
CALM3, 808      G-protein coupled receptor protein signaling pathway
HTR2A, 3356     G-protein coupled receptor protein signaling pathway
DRD1, 1812      G-protein signaling, coupled to cyclic nucleotide second messenger
SSTR5, 6755     G-protein signaling, coupled to cyclic nucleotide second messenger
MTNR1A, 4543    G-protein signaling, coupled to cyclic nucleotide second messenger
CNR2, 1269      G-protein signaling, coupled to cyclic nucleotide second messenger
HTR6, 3362      G-protein signaling, coupled to cyclic nucleotide second messenger
GRIK2, 2898     glutamate signaling pathway
GRIN1, 2902     glutamate signaling pathway
GRIN2A, 2903    glutamate signaling pathway
GRIN2B, 2904    glutamate signaling pathway
ADAM10, 102     integrin-mediated signaling pathway
GRM7, 2917      negative regulation of adenylate cyclase activity
LRP1, 4035      negative regulation of Wnt receptor signaling pathway
ADAM10, 102     Notch receptor processing
ASCL1, 429      Notch signaling pathway
HTR2A, 3356     serotonin receptor signaling pathway
ADRB2, 154      transmembrane receptor protein tyrosine kinase activation (dimerization)
PTPRG, 5793     transmembrane receptor protein tyrosine kinase signaling pathway
EPHA4, 2043     transmembrane receptor protein tyrosine kinase signaling pathway
NRTN, 4902      transmembrane receptor protein tyrosine kinase signaling pathway
CTNND1, 1500    Wnt receptor signaling pathway
`
turn ugly query code into a link
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
social barriers:
protection instinct / culture of control

  quality control, integrity concerns

  “my data”, interpretation issues

     fear, uncertainty, doubt (FUD)
3.
the data “rights” conundrum...
implications
of FLOSS toggles
©
“creative expression”
is it creative?
is it creative?
is it creative?
category errors
the problem of...
   Non-Commercial


   for data
Non-Commercial


what’s a commercial use
   of the data web?
the problem of...
  Share Alike


   for data
1854
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
the problem of...
   Attribution


   for data
the problem of...
  any license

   for data
national law / jurisdiction-based
            hurdles

             sui generis,
        “sweat of the brow”
          Crown copyright
           “level of skill”

how internat’l data sharing efforts
          are affected?
attribution vs. citation

which one applies? which is best fit?
      what’s the difference?


 “credit where credit is due”
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
citation:
(gentle(wo)man’s club)

    legal requirement?
     interoperability?
credit where credit is due
entrenched scientific norm
we shouldn’t use the law to make it
   hard to do the wrong thing ...
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
... 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/
norms approach

  set of principles (not license)

open, accessible, interoperable

  create legal zones of certainty
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
4.
 at best, we’re partially right.
at worst, we’re really wrong.
infrastructure for a data web

 the digital commons

law + content + technology +
         community
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
resist the temptation to treat
              as property

embrace the potential to treat instead
      as a network resource
the right to fix our mistakes.
thank you.

kaitlin@creativecommons.org
      sciencecommons.org
     creativecommons.org
   slideshare.net/kaythaney

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Signal transduction pathways for genes mentioned in neuronal papersThis SPARQL query retrieves signal transduction pathways for genes mentioned in

  • 1. open science and data sharing kaitlin thaney program manager, science commons portland, oregon - CERF / SalDAWG - 4 nov 2009 This presentation is licensed under the CreativeCommons-Attribution-3.0 license.
  • 2. xi. open science, knowledge sharing, and the commons
  • 3. make sharing easy, legal and scalable integrated approach building part of the infrastructure for knowledge sharing
  • 4. access is step one content needs to be legally and technically accessible
  • 6. “ 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
  • 7. “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.”
  • 8.
  • 10. don’t forget about the physical tools UBMTA SLA SCMTA
  • 11. knowledge? journal articles data ontologies annotations plasmids and cell lines
  • 12. knowledge? journal articles data ontologies annotations plasmids and cell lines ... how to treat? like content? software?
  • 13. early days of WWW no licenses (even free) debate over code CERN’s decision view/edit source network effects
  • 15. as a means to achieve Open Access but what about data?
  • 16. 1. three layers of resistance: technical, semantic, legal save legal for last ...
  • 17. “read 189,000 papers” is not the ideal answer.
  • 18. DRD1, 1812 adenylate cyclase activation ADRB2, 154 adenylate cyclase activation ADRB2, 154 arrestin mediated desensitization of G-protein coupled receptor protein signaling pathway DRD1IP, 50632 dopamine receptor signaling pathway DRD1, 1812 dopamine receptor, adenylate cyclase activating pathway DRD2, 1813 dopamine receptor, adenylate cyclase inhibiting pathway GRM7, 2917 G-protein coupled receptor protein signaling pathway GNG3, 2785 G-protein coupled receptor protein signaling pathway GNG12, 55970 G-protein coupled receptor protein signaling pathway DRD2, 1813 G-protein coupled receptor protein signaling pathway ADRB2, 154 G-protein coupled receptor protein signaling pathway CALM3, 808 G-protein coupled receptor protein signaling pathway HTR2A, 3356 G-protein coupled receptor protein signaling pathway DRD1, 1812 G-protein signaling, coupled to cyclic nucleotide second messenger SSTR5, 6755 G-protein signaling, coupled to cyclic nucleotide second messenger MTNR1A, 4543 G-protein signaling, coupled to cyclic nucleotide second messenger CNR2, 1269 G-protein signaling, coupled to cyclic nucleotide second messenger HTR6, 3362 G-protein signaling, coupled to cyclic nucleotide second messenger GRIK2, 2898 glutamate signaling pathway GRIN1, 2902 glutamate signaling pathway GRIN2A, 2903 glutamate signaling pathway GRIN2B, 2904 glutamate signaling pathway ADAM10, 102 integrin-mediated signaling pathway GRM7, 2917 negative regulation of adenylate cyclase activity LRP1, 4035 negative regulation of Wnt receptor signaling pathway ADAM10, 102 Notch receptor processing ASCL1, 429 Notch signaling pathway HTR2A, 3356 serotonin receptor signaling pathway ADRB2, 154 transmembrane receptor protein tyrosine kinase activation (dimerization) PTPRG, 5793 transmembrane receptor protein tyrosine kinase signaling pathway EPHA4, 2043 transmembrane receptor protein tyrosine kinase signaling pathway NRTN, 4902 transmembrane receptor protein tyrosine kinase signaling pathway CTNND1, 1500 Wnt receptor signaling pathway `
  • 22.
  • 23.
  • 24. espresso coffee cafe kopi cafezinho latte koffee mocha americano
  • 26. converge on common names “coffee” “cafe” coffee “kopi” http://ontology.foo.org/1234567
  • 27.
  • 28.
  • 29.
  • 30. better answers through better formats: Mesh: Pyramidal Neurons select ?gene_name ?process_name where Pubmed: Journal Articles { 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)) Entrez Gene: Genes 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) GO: Signal Transduction
  • 31. DRD1, 1812 adenylate cyclase activation ADRB2, 154 adenylate cyclase activation ADRB2, 154 arrestin mediated desensitization of G-protein coupled receptor protein signaling pathway DRD1IP, 50632 dopamine receptor signaling pathway DRD1, 1812 dopamine receptor, adenylate cyclase activating pathway DRD2, 1813 dopamine receptor, adenylate cyclase inhibiting pathway GRM7, 2917 G-protein coupled receptor protein signaling pathway GNG3, 2785 G-protein coupled receptor protein signaling pathway GNG12, 55970 G-protein coupled receptor protein signaling pathway DRD2, 1813 G-protein coupled receptor protein signaling pathway ADRB2, 154 G-protein coupled receptor protein signaling pathway CALM3, 808 G-protein coupled receptor protein signaling pathway HTR2A, 3356 G-protein coupled receptor protein signaling pathway DRD1, 1812 G-protein signaling, coupled to cyclic nucleotide second messenger SSTR5, 6755 G-protein signaling, coupled to cyclic nucleotide second messenger MTNR1A, 4543 G-protein signaling, coupled to cyclic nucleotide second messenger CNR2, 1269 G-protein signaling, coupled to cyclic nucleotide second messenger HTR6, 3362 G-protein signaling, coupled to cyclic nucleotide second messenger GRIK2, 2898 glutamate signaling pathway GRIN1, 2902 glutamate signaling pathway GRIN2A, 2903 glutamate signaling pathway GRIN2B, 2904 glutamate signaling pathway ADAM10, 102 integrin-mediated signaling pathway GRM7, 2917 negative regulation of adenylate cyclase activity LRP1, 4035 negative regulation of Wnt receptor signaling pathway ADAM10, 102 Notch receptor processing ASCL1, 429 Notch signaling pathway HTR2A, 3356 serotonin receptor signaling pathway ADRB2, 154 transmembrane receptor protein tyrosine kinase activation (dimerization) PTPRG, 5793 transmembrane receptor protein tyrosine kinase signaling pathway EPHA4, 2043 transmembrane receptor protein tyrosine kinase signaling pathway NRTN, 4902 transmembrane receptor protein tyrosine kinase signaling pathway CTNND1, 1500 Wnt receptor signaling pathway `
  • 32. turn ugly query code into a link 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
  • 33.
  • 34.
  • 35. social barriers: protection instinct / culture of control quality control, integrity concerns “my data”, interpretation issues fear, uncertainty, doubt (FUD)
  • 36. 3. the data “rights” conundrum...
  • 43. the problem of... Non-Commercial for data
  • 44. Non-Commercial what’s a commercial use of the data web?
  • 45. the problem of... Share Alike for data
  • 46. 1854
  • 47. 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
  • 48. the problem of... Attribution for data
  • 49.
  • 50.
  • 51. the problem of... any license for data
  • 52. national law / jurisdiction-based hurdles sui generis, “sweat of the brow” Crown copyright “level of skill” how internat’l data sharing efforts are affected?
  • 53. attribution vs. citation which one applies? which is best fit? what’s the difference? “credit where credit is due”
  • 54. 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
  • 55. citation: (gentle(wo)man’s club) legal requirement? interoperability? credit where credit is due entrenched scientific norm
  • 56. we shouldn’t use the law to make it hard to do the wrong thing ...
  • 57. 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
  • 58.
  • 59.
  • 60.
  • 61.
  • 62. ... 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/
  • 63. norms approach set of principles (not license) open, accessible, interoperable create legal zones of certainty
  • 64. 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
  • 65.
  • 66.
  • 67.
  • 68.
  • 69.
  • 70. 4. at best, we’re partially right. at worst, we’re really wrong.
  • 71. infrastructure for a data web the digital commons law + content + technology + community
  • 72. 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
  • 73. resist the temptation to treat as property embrace the potential to treat instead as a network resource
  • 74. the right to fix our mistakes.
  • 75. thank you. kaitlin@creativecommons.org sciencecommons.org creativecommons.org slideshare.net/kaythaney