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PRESSFORWARD

Scholarship and Publication, the Web Way

Discovering Scholarship on the Open Web
Communities and Methods
Joan Fragaszy Troyano, Project Director
Purdue University Library
April 15, 2013
http://pressforward.org
@pressfwd

Tuesday, January 14, 14
Discovering Scholarship on the Open Web
Communities and Methods
Aggregating from multiple sources
Curating based on value
Disseminating for broader reach

http://pressforward.org/discovering-scholarship
Tuesday, January 14, 14
Scholarly Communication Online
conference papers
“blessays”
pre-prints

reports
comments
data sets

Sources

journals
web publications

repositories
communities

Purpose

discuss
highlight

evaluate
disseminate

Gray Literature

http://pressforward.org/discovering-scholarship
Tuesday, January 14, 14
Algorithms and Editors

http://pressforward.org/discovering-scholarship
Tuesday, January 14, 14
Active Editors

Tuesday, January 14, 14
Academic Versions?
Things We Have
Content
Evaluation Skills
Desire

Tuesday, January 14, 14

Things We Need
Effort
Methods
Recognition
So What are Scholars Doing?

✓ Using Repositories

✕ Aggregating Content
✕ Curating Content
✓ Post-Publication Review and Discussion

Tuesday, January 14, 14
Repositories

examples: arXiv.org; SSRN.com; PLoSOne.org
Tuesday, January 14, 14
Aggregation Sites

example: scienceseeker.org
Tuesday, January 14, 14
Curating

examples: hubs.plos.org; pressthink.org
Tuesday, January 14, 14
Post-Publication
Review and Discussion

econjournalwatch.org; f1000.com
Tuesday, January 14, 14
Rubric for Scholarly Communication Outlets
1. Function of Site
2. Type of Content
3. How Content Submitted
4. Editorial Control
5. Selection Method
6. Review Method
7. Distribution Method
8. Sustainability Model
pressforward.org/discovering-scholarship/
Tuesday, January 14, 14
Our Experiment

Tuesday, January 14, 14

digitalhumanitiesnow.org
Digital Humanities Now
3 Editors in Chief
120 Editors at large
600 sources
1,000 pieces a week
2 hours/week to review
2 hours/week to publish
2 hours/week to maintain
8,000 Twitter followers

*Current as of April 2013*
Tuesday, January 14, 14
* Graphic by Spencer Roberts *
Tuesday, January 14, 14
Model for a
The
Community-Sourced Journal
(the best of
Journal

quarterly

Editors’ Choices)

“Now”
Editors’ Choices
(the best relevant content)
Relevant Content to a Field
Compendium + Radar Finds

The Open Web
including all genres of scholarly production

Tuesday, January 14, 14

weekly

daily
What We Need (Short Term)
Place to review RSS that we control
Easier nomination to publication process
Help identifying good content
PressForward Plugin and Classifier Program

Tuesday, January 14, 14
PressForward Plugin
Survey RSS Feeds

https://github.com/PressForward/pressforward
Tuesday, January 14, 14
PressForward Plugin
Review and Discuss Content

review/comment

Tuesday, January 14, 14
PressForward Plugin
From Nomination to Publication

Tuesday, January 14, 14
PressForward Plugin
Distribution and Dissemination

Tuesday, January 14, 14
Automated Surfacing of Quality 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 by Xin Guan, George Mason University
Tuesday, January 14, 14

pressforward.org/classifier-research
Model for a
The
Community-Sourced Journal
(the best of
Journal

quarterly

Editors’ Choices)

“Now”
Editors’ Choices
(the best relevant content)
Relevant Content to a Field
Compendium + Radar Finds

The Open Web
including all genres of scholarly production

Tuesday, January 14, 14

weekly

daily
How Do We Identify Content of Lasting Value?

Tuesday, January 14, 14
journalofdigitalhumanities.org
Tuesday, January 14, 14
What We Need (Long Term)
Work Shared on Open Web
Sharing of Curation Efforts with Others
Easier Publication Methods for Open Web

Recognition of Opportunity and Value

Tuesday, January 14, 14
PRESSFORWARD
Scholarship and Publication, the Web Way

Questions?

pressforward.org
Tuesday, January 14, 14

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