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PRESSFORWARD

Scholarship and Publication, the Web Way

http://pressforward.org
@pressfwd
Joan Fragaszy Troyano
joan@pressforward.org
@joanftroyano
PressForward

Improving the Scholarly Communication Ecosystem

Gray Literature

conference papers
“blessays”
pre-prints

reports
lectures
data sets

Open Web

repositories
web publications

individuals
communities

discuss
highlight
share

evaluate
disseminate
accelerate

Goals

http://pressforward.org/discovering-scholarship
PressForward

Helping make gray literature be findable and usable
Surfacing from open web sources

Sharing curatorial efforts with others

Facilitating selection and publication process

Recognition of Opportunity and Value
PressForward Methodology in Practice

digitalhumanitiesnow.org
journalofdigitalhumanities.org
PressForward Methodology
Case Study: Digital Humanities Now

* Graphic by Spencer Roberts *

Instructions and Criteria:
http://digitalhumanitiesnow.org/editors-corner/
PressForward Methodology
Case Study: Digital Humanities Now

Aggregating from multiple sources
Nominating & selecting content based on value:
item you would forward?
item you would discuss?
Disseminating for broader reach
Sources, Instructions, and Criteria:
http://digitalhumanitiesnow.org/editors-corner/
PressForward Methodology in Practice

digitalhumanitiesnow.org
journalofdigitalhumanities.org
PressForward Methodology
Case Study: Journal of Digital Humanities

Post-publication sourcing for non-traditional works of lasting value
journalofdigitalhumanities.org
PressForward Technology
Plugin to Aggregate, Review, Discuss, and Publish Content
Aggregated Content

https://github.com/PressForward/pressforward
PressForward Technology
Plugin to Aggregate, Review, Discuss, and Publish Content
Reading View

https://github.com/PressForward/pressforward
PressForward Technology
Plugin to Aggregate, Review, Discuss, and Publish Content
Review and Discussion

https://github.com/PressForward/pressforward
PressForward Technology
Automated Surfacing of Potential Content

Active learning

Support Vector
Machine (SVM)

When used? Label data is expensive or time consuming.
Why used good results for smallamounts of labeled data in
imbalanced set;

slide and research by Xin Guan, George Mason University

http://pressforward.org/classifier-research
PressForward
Next Steps

documenting and sharing methods

enhancing plugin
sourcing from repositories
improving machine filtering
sustainability of publications
crediting of gray literature

http://pressforward.org
PressForward

Opportunities for Methodology and Technology

existing scholarly communities

emerging interdisciplinary groups
collaborations with librarians
collaborations with information scientists
tracking research impact and altmetrics
http://pressforward.org/research-and-reports/
PRESSFORWARD

Scholarship and Publication, the Web Way

QUESTIONS?

http://pressforward.org
@pressfwd

Joan Fragaszy Troyano
joan@pressforward.org
@joanftroyano

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Pressforward Presentation at the Western Humanities Alliance Annual Meeting, November 2013

  • 1. PRESSFORWARD Scholarship and Publication, the Web Way http://pressforward.org @pressfwd Joan Fragaszy Troyano joan@pressforward.org @joanftroyano
  • 2. PressForward Improving the Scholarly Communication Ecosystem Gray Literature conference papers “blessays” pre-prints reports lectures data sets Open Web repositories web publications individuals communities discuss highlight share evaluate disseminate accelerate Goals http://pressforward.org/discovering-scholarship
  • 3. PressForward Helping make gray literature be findable and usable Surfacing from open web sources Sharing curatorial efforts with others Facilitating selection and publication process Recognition of Opportunity and Value
  • 4. PressForward Methodology in Practice digitalhumanitiesnow.org journalofdigitalhumanities.org
  • 5. PressForward Methodology Case Study: Digital Humanities Now * Graphic by Spencer Roberts * Instructions and Criteria: http://digitalhumanitiesnow.org/editors-corner/
  • 6. PressForward Methodology Case Study: Digital Humanities Now Aggregating from multiple sources Nominating & selecting content based on value: item you would forward? item you would discuss? Disseminating for broader reach Sources, Instructions, and Criteria: http://digitalhumanitiesnow.org/editors-corner/
  • 7. PressForward Methodology in Practice digitalhumanitiesnow.org journalofdigitalhumanities.org
  • 8. PressForward Methodology Case Study: Journal of Digital Humanities Post-publication sourcing for non-traditional works of lasting value journalofdigitalhumanities.org
  • 9. PressForward Technology Plugin to Aggregate, Review, Discuss, and Publish Content Aggregated Content https://github.com/PressForward/pressforward
  • 10. PressForward Technology Plugin to Aggregate, Review, Discuss, and Publish Content Reading View https://github.com/PressForward/pressforward
  • 11. PressForward Technology Plugin to Aggregate, Review, Discuss, and Publish Content Review and Discussion https://github.com/PressForward/pressforward
  • 12. PressForward Technology Automated Surfacing of Potential Content Active learning Support Vector Machine (SVM) When used? Label data is expensive or time consuming. Why used good results for smallamounts of labeled data in imbalanced set; slide and research by Xin Guan, George Mason University http://pressforward.org/classifier-research
  • 13. PressForward Next Steps documenting and sharing methods enhancing plugin sourcing from repositories improving machine filtering sustainability of publications crediting of gray literature http://pressforward.org
  • 14. PressForward Opportunities for Methodology and Technology existing scholarly communities emerging interdisciplinary groups collaborations with librarians collaborations with information scientists tracking research impact and altmetrics http://pressforward.org/research-and-reports/
  • 15. PRESSFORWARD Scholarship and Publication, the Web Way QUESTIONS? http://pressforward.org @pressfwd Joan Fragaszy Troyano joan@pressforward.org @joanftroyano