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Lost In Translation
when machines
meet STM
content…

This presentation was designed to be delivered live. To
help you understand the content I have added these
notes…
International Association of
Scientific, Technical & Medical Publishers
The Voice of Academic and Professional Publishing
The Economist published a piece last month on the
reproducibility crisis. The article was wide ranging in scope
and explored a number of themes thought to contribute to
the lack of experimental reproducibility…
Referenced in the Economist piece was interesting work by
Melissa Haendal et al., which specifically examined the
relative identifiability of material resources in a relevant
sample of biomedical literature…
Resource

Identification

Initiative

This study reported that less than 50% of mentioned
resources were uniquely identifiable by humans. The
gradual recognition of this identifiability problem as a
significant contributor to poor reproducibility has given
rise to the Resource Identification Initiative (#RII)
1. Unique Identifier

AB_1234578
A central aim of the RII is to develop a standard
identification nomenclature for all experimental resources
(Commercial and Non-commercial)…
2. Editor Awareness
•  Drive adoption
•  Better XML standards
•  Content machine friendly
Publishers have a significant role to play in these efforts. By
simply improving and enforcing material and method
author guidelines the relative identifiability of
experimental resources could be dramatically improved…
3. Distribution…

As a company scrazzl/CompareNetworks are supporting
the efforts of the RII. Our business goals are to have third
parties like scholarly publishers use our product data in
their web applications…
Quartzy

This type of collaboration allows our partners to avoid the
costs of managing their own product databases while
growing ancillary revenues by using our product URLs….
JoVE

JoVE and Quartzy are both using our product API to power
product discovery on their websites. This saves them data
management costs and allows them to grow ancillary
revenue through syndication…
Biocompare

Our focus on product analysis in research content allows
us to make the content of publishers we work with more
discoverable. The Citation Feed service is used by product
vendors to manage citations on their websites…
Interested In
•  Discussion about best practice in
material and method sections.
•  Users of product information APIs.
• 

Please join the efforts to improve resource reporting by
Data mining access to material and the
joining the RII. You can learn more about our APIs and
other ways that we work
method sections. with publishers by going to
developers.scrazzl.com…
Questions?
E: david.kavanagh@scrazzl.com
T: +353 (0) 863-867-990
Twitter: @dkavanagh
www.scrazzl.com

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Lost In Translation: When Machines Meet STM Content

  • 1. Lost In Translation when machines meet STM content… This presentation was designed to be delivered live. To help you understand the content I have added these notes… International Association of Scientific, Technical & Medical Publishers The Voice of Academic and Professional Publishing
  • 2. The Economist published a piece last month on the reproducibility crisis. The article was wide ranging in scope and explored a number of themes thought to contribute to the lack of experimental reproducibility…
  • 3. Referenced in the Economist piece was interesting work by Melissa Haendal et al., which specifically examined the relative identifiability of material resources in a relevant sample of biomedical literature…
  • 4. Resource Identification Initiative This study reported that less than 50% of mentioned resources were uniquely identifiable by humans. The gradual recognition of this identifiability problem as a significant contributor to poor reproducibility has given rise to the Resource Identification Initiative (#RII)
  • 5. 1. Unique Identifier AB_1234578 A central aim of the RII is to develop a standard identification nomenclature for all experimental resources (Commercial and Non-commercial)…
  • 6. 2. Editor Awareness •  Drive adoption •  Better XML standards •  Content machine friendly Publishers have a significant role to play in these efforts. By simply improving and enforcing material and method author guidelines the relative identifiability of experimental resources could be dramatically improved…
  • 7. 3. Distribution… As a company scrazzl/CompareNetworks are supporting the efforts of the RII. Our business goals are to have third parties like scholarly publishers use our product data in their web applications…
  • 8. Quartzy This type of collaboration allows our partners to avoid the costs of managing their own product databases while growing ancillary revenues by using our product URLs….
  • 9. JoVE JoVE and Quartzy are both using our product API to power product discovery on their websites. This saves them data management costs and allows them to grow ancillary revenue through syndication…
  • 10. Biocompare Our focus on product analysis in research content allows us to make the content of publishers we work with more discoverable. The Citation Feed service is used by product vendors to manage citations on their websites…
  • 11. Interested In •  Discussion about best practice in material and method sections. •  Users of product information APIs. •  Please join the efforts to improve resource reporting by Data mining access to material and the joining the RII. You can learn more about our APIs and other ways that we work method sections. with publishers by going to developers.scrazzl.com…
  • 12. Questions? E: david.kavanagh@scrazzl.com T: +353 (0) 863-867-990 Twitter: @dkavanagh www.scrazzl.com