SlideShare a Scribd company logo
1 of 78
The Institution and the
        Crowd
               Josh Greenberg
  Director, Digital Strategy and Scholarship
        The New York Public Library

             @epistemographer
Traditional model:
museum/library as
    authority
2.0!
OMG!
EVERYTHING’S
 DIFFERENT!!
Professional vs. Not



      mac vs. pc
Danger
Throwing out baby
(knowledge) with bathwater
(“oppressive” one-way flow)
Need to define
next paradigm
Balance internal and
external expertise(s),
     value both
Look to science for
     models
Gentleman science
Professionalization
Professionalization
         =
creation of “public”
Expert / lay
relationship?
Professional
knowledge?
Public Understanding
      of Science
Citizen science
http://bit.ly/cAF0MC
3 models for public
participation in science:
•   Contributory projects, which are generally designed by
    scientists and for which members of the public primarily
    contribute data

•   Collaborative projects, which are generally designed by
    scientists and for which members of the public contribute
    data but also may help to refine project design, analyze data,
    or disseminate findings

•   Co-created projects, which are designed by scientists
    and members of the public working together and for which
    at least some of the public participants are actively involved
    in most or all steps of the scientific process.
Can citizen science map
 onto the humanities?
    Onto the arts?
Design
Design:
New website
http://sourceforge.net/
  projects/infomaki/
Design:
Homework Help
Iterative design/testing
with students, teachers
Collections / Data
Data:
Homework Help
Data:
historical maps
scale of problem
How?
answer: deputize
first example: students
   in Map Division
http://maps.nypl.org
role of curator:
community organizer
Data:
Candide 2.0
http://candide.nypl.org/text/
Back to original
   question:
How to embrace both
 internal and external
      expertise?
Contributory:
   Georectification
   Homework Help search data
   Usability Testing

Collaborative:
    Candide 2.0
    Extracting geo features

Co-created:
   Homework Help widgets
Professional   Public
Professional                Public

               Amateur/
               Enthusiast

More Related Content

Similar to Embracing Internal and External Expertise in the Digital Age

Extreme Citizen Science: the socio-political potential of citizen science
Extreme Citizen Science: the socio-political potential of citizen scienceExtreme Citizen Science: the socio-political potential of citizen science
Extreme Citizen Science: the socio-political potential of citizen scienceMuki Haklay
 
Democratic innovation? Diversifying museum audiences through participatory di...
Democratic innovation? Diversifying museum audiences through participatory di...Democratic innovation? Diversifying museum audiences through participatory di...
Democratic innovation? Diversifying museum audiences through participatory di...Museums Computer Group
 
Best practices on co-design and research communication from finland
Best practices on co-design and research communication from finlandBest practices on co-design and research communication from finland
Best practices on co-design and research communication from finlandtyndallcentreuea
 
The role of learning in community science and citizen science
The role of learning in community science and citizen scienceThe role of learning in community science and citizen science
The role of learning in community science and citizen scienceMuki Haklay
 
Mapping Online Publics
Mapping Online PublicsMapping Online Publics
Mapping Online PublicsJean Burgess
 
The guide of best practices on open knowledge activities.pptx.pdf
The guide of best practices on open knowledge activities.pptx.pdfThe guide of best practices on open knowledge activities.pptx.pdf
The guide of best practices on open knowledge activities.pptx.pdfKai Pata
 
Citizen science
Citizen scienceCitizen science
Citizen sciencesamar1407
 
Participatory Research: Extending Open Science beyond the ivory tower - Open ...
Participatory Research: Extending Open Science beyond the ivory tower - Open ...Participatory Research: Extending Open Science beyond the ivory tower - Open ...
Participatory Research: Extending Open Science beyond the ivory tower - Open ...Claudia Göbel
 
Online collaborative projects_final_version
Online collaborative projects_final_versionOnline collaborative projects_final_version
Online collaborative projects_final_versionSoraucm
 
The role of learning in citizen science
The role of learning in citizen scienceThe role of learning in citizen science
The role of learning in citizen scienceMuki Haklay
 
AHRC Digital Transformations theme: the Story So Far
AHRC Digital Transformations theme: the Story So FarAHRC Digital Transformations theme: the Story So Far
AHRC Digital Transformations theme: the Story So FarAndrew Prescott
 
Data Science: History repeated? – The heritage of the Free and Open Source GI...
Data Science: History repeated? – The heritage of the Free and Open Source GI...Data Science: History repeated? – The heritage of the Free and Open Source GI...
Data Science: History repeated? – The heritage of the Free and Open Source GI...Peter Löwe
 
Miami Demystifying DH session 1 slides-FINAL
Miami   Demystifying DH   session 1 slides-FINALMiami   Demystifying DH   session 1 slides-FINAL
Miami Demystifying DH session 1 slides-FINALPaige Morgan
 
Humanities Crowdsourcing on the Zooniverse Platform
Humanities Crowdsourcing on the Zooniverse PlatformHumanities Crowdsourcing on the Zooniverse Platform
Humanities Crowdsourcing on the Zooniverse PlatformUCLDH
 
Institute of Play - Green Machine Curriculum Pilot
Institute of Play - Green Machine Curriculum PilotInstitute of Play - Green Machine Curriculum Pilot
Institute of Play - Green Machine Curriculum Pilothivelearningnyc
 
Design Thinking in Education
Design Thinking in EducationDesign Thinking in Education
Design Thinking in EducationStefanie Panke
 
Designing a synergistic relationship between undergraduate Data Science educa...
Designing a synergistic relationship between undergraduate Data Science educa...Designing a synergistic relationship between undergraduate Data Science educa...
Designing a synergistic relationship between undergraduate Data Science educa...Ciera Martinez
 

Similar to Embracing Internal and External Expertise in the Digital Age (20)

Extreme Citizen Science: the socio-political potential of citizen science
Extreme Citizen Science: the socio-political potential of citizen scienceExtreme Citizen Science: the socio-political potential of citizen science
Extreme Citizen Science: the socio-political potential of citizen science
 
Democratic innovation? Diversifying museum audiences through participatory di...
Democratic innovation? Diversifying museum audiences through participatory di...Democratic innovation? Diversifying museum audiences through participatory di...
Democratic innovation? Diversifying museum audiences through participatory di...
 
20080606 VöGler GöTtingen E Humanities
20080606 VöGler GöTtingen E Humanities20080606 VöGler GöTtingen E Humanities
20080606 VöGler GöTtingen E Humanities
 
Best practices on co-design and research communication from finland
Best practices on co-design and research communication from finlandBest practices on co-design and research communication from finland
Best practices on co-design and research communication from finland
 
The role of learning in community science and citizen science
The role of learning in community science and citizen scienceThe role of learning in community science and citizen science
The role of learning in community science and citizen science
 
Mapping Online Publics
Mapping Online PublicsMapping Online Publics
Mapping Online Publics
 
Digital Humanities Workshop
Digital Humanities WorkshopDigital Humanities Workshop
Digital Humanities Workshop
 
The guide of best practices on open knowledge activities.pptx.pdf
The guide of best practices on open knowledge activities.pptx.pdfThe guide of best practices on open knowledge activities.pptx.pdf
The guide of best practices on open knowledge activities.pptx.pdf
 
Citizen science
Citizen scienceCitizen science
Citizen science
 
Participatory Research: Extending Open Science beyond the ivory tower - Open ...
Participatory Research: Extending Open Science beyond the ivory tower - Open ...Participatory Research: Extending Open Science beyond the ivory tower - Open ...
Participatory Research: Extending Open Science beyond the ivory tower - Open ...
 
Online collaborative projects_final_version
Online collaborative projects_final_versionOnline collaborative projects_final_version
Online collaborative projects_final_version
 
The role of learning in citizen science
The role of learning in citizen scienceThe role of learning in citizen science
The role of learning in citizen science
 
AHRC Digital Transformations theme: the Story So Far
AHRC Digital Transformations theme: the Story So FarAHRC Digital Transformations theme: the Story So Far
AHRC Digital Transformations theme: the Story So Far
 
Data Science: History repeated? – The heritage of the Free and Open Source GI...
Data Science: History repeated? – The heritage of the Free and Open Source GI...Data Science: History repeated? – The heritage of the Free and Open Source GI...
Data Science: History repeated? – The heritage of the Free and Open Source GI...
 
Visualization notes
Visualization notesVisualization notes
Visualization notes
 
Miami Demystifying DH session 1 slides-FINAL
Miami   Demystifying DH   session 1 slides-FINALMiami   Demystifying DH   session 1 slides-FINAL
Miami Demystifying DH session 1 slides-FINAL
 
Humanities Crowdsourcing on the Zooniverse Platform
Humanities Crowdsourcing on the Zooniverse PlatformHumanities Crowdsourcing on the Zooniverse Platform
Humanities Crowdsourcing on the Zooniverse Platform
 
Institute of Play - Green Machine Curriculum Pilot
Institute of Play - Green Machine Curriculum PilotInstitute of Play - Green Machine Curriculum Pilot
Institute of Play - Green Machine Curriculum Pilot
 
Design Thinking in Education
Design Thinking in EducationDesign Thinking in Education
Design Thinking in Education
 
Designing a synergistic relationship between undergraduate Data Science educa...
Designing a synergistic relationship between undergraduate Data Science educa...Designing a synergistic relationship between undergraduate Data Science educa...
Designing a synergistic relationship between undergraduate Data Science educa...
 

Recently uploaded

The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13Steve Thomason
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxGaneshChakor2
 
Alper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentAlper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentInMediaRes1
 
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Sapana Sha
 
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17Celine George
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)eniolaolutunde
 
Concept of Vouching. B.Com(Hons) /B.Compdf
Concept of Vouching. B.Com(Hons) /B.CompdfConcept of Vouching. B.Com(Hons) /B.Compdf
Concept of Vouching. B.Com(Hons) /B.CompdfUmakantAnnand
 
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991RKavithamani
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesFatimaKhan178732
 
Micromeritics - Fundamental and Derived Properties of Powders
Micromeritics - Fundamental and Derived Properties of PowdersMicromeritics - Fundamental and Derived Properties of Powders
Micromeritics - Fundamental and Derived Properties of PowdersChitralekhaTherkar
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfchloefrazer622
 
Hybridoma Technology ( Production , Purification , and Application )
Hybridoma Technology  ( Production , Purification , and Application  ) Hybridoma Technology  ( Production , Purification , and Application  )
Hybridoma Technology ( Production , Purification , and Application ) Sakshi Ghasle
 
_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting Data_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting DataJhengPantaleon
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeThiyagu K
 
PSYCHIATRIC History collection FORMAT.pptx
PSYCHIATRIC   History collection FORMAT.pptxPSYCHIATRIC   History collection FORMAT.pptx
PSYCHIATRIC History collection FORMAT.pptxPoojaSen20
 
Crayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon ACrayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon AUnboundStockton
 
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions  for the students and aspirants of Chemistry12th.pptxOrganic Name Reactions  for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions for the students and aspirants of Chemistry12th.pptxVS Mahajan Coaching Centre
 

Recently uploaded (20)

The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptx
 
Alper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentAlper Gobel In Media Res Media Component
Alper Gobel In Media Res Media Component
 
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
 
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)
 
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
TataKelola dan KamSiber Kecerdasan Buatan v022.pdfTataKelola dan KamSiber Kecerdasan Buatan v022.pdf
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
 
Concept of Vouching. B.Com(Hons) /B.Compdf
Concept of Vouching. B.Com(Hons) /B.CompdfConcept of Vouching. B.Com(Hons) /B.Compdf
Concept of Vouching. B.Com(Hons) /B.Compdf
 
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
 
Model Call Girl in Bikash Puri Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Bikash Puri  Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Bikash Puri  Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Bikash Puri Delhi reach out to us at 🔝9953056974🔝
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and Actinides
 
Micromeritics - Fundamental and Derived Properties of Powders
Micromeritics - Fundamental and Derived Properties of PowdersMicromeritics - Fundamental and Derived Properties of Powders
Micromeritics - Fundamental and Derived Properties of Powders
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdf
 
Hybridoma Technology ( Production , Purification , and Application )
Hybridoma Technology  ( Production , Purification , and Application  ) Hybridoma Technology  ( Production , Purification , and Application  )
Hybridoma Technology ( Production , Purification , and Application )
 
_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting Data_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting Data
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and Mode
 
PSYCHIATRIC History collection FORMAT.pptx
PSYCHIATRIC   History collection FORMAT.pptxPSYCHIATRIC   History collection FORMAT.pptx
PSYCHIATRIC History collection FORMAT.pptx
 
Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1
 
Crayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon ACrayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon A
 
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions  for the students and aspirants of Chemistry12th.pptxOrganic Name Reactions  for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
 

Embracing Internal and External Expertise in the Digital Age

Editor's Notes

  1. someone has to make those choices: chooser, gatekeeper, interpreter
  2. downstream flow of knowledge (from PUS)
  3. Pendulum swing to wisdom of crowds
  4. Pushed to not include our own metadata as tags - devaluing our own expertise while chasing crowd
  5. Pushed to not include our own metadata as tags - devaluing our own expertise while chasing crowd
  6. Pushed to not include our own metadata as tags - devaluing our own expertise while chasing crowd
  7. Open source, “Free as in Kittens”, usability survey tool
  8. AVerage 11 questions answered per person
  9. Since February, over 110,000 responses from over 10,000 respondents
  10. Digitization means more than imaging
  11. Current focus is on building better community management tools, and exploring mechanisms from game design to make participation more individually rewarding
  12. Unexpected opportunities