SlideShare a Scribd company logo
1 of 12
Download to read offline
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

More Related Content

What's hot

Introducing The Cases Database - Elizabeth Slade
Introducing The Cases Database - Elizabeth SladeIntroducing The Cases Database - Elizabeth Slade
Introducing The Cases Database - Elizabeth SladeCases Network
 
ORCID identifiers in research workflows - PLOS (V. Kiermer)
ORCID identifiers in research workflows - PLOS (V. Kiermer)ORCID identifiers in research workflows - PLOS (V. Kiermer)
ORCID identifiers in research workflows - PLOS (V. Kiermer)ORCID, Inc
 
ORCID for Universities & Research Organizations
ORCID for Universities & Research OrganizationsORCID for Universities & Research Organizations
ORCID for Universities & Research OrganizationsORCID, Inc
 
Dha 723 Enthusiastic Study / snaptutorial.com
Dha 723 Enthusiastic Study / snaptutorial.comDha 723 Enthusiastic Study / snaptutorial.com
Dha 723 Enthusiastic Study / snaptutorial.comStephenson58
 
The FAIR movement - Oxford Open Data Week
The FAIR movement - Oxford Open Data WeekThe FAIR movement - Oxford Open Data Week
The FAIR movement - Oxford Open Data WeekSusanna-Assunta Sansone
 
Talk_linked_data_for_hcls_at_iswc2009
Talk_linked_data_for_hcls_at_iswc2009Talk_linked_data_for_hcls_at_iswc2009
Talk_linked_data_for_hcls_at_iswc2009Jun Zhao
 
SHARE Registry, October 2014
SHARE Registry, October 2014SHARE Registry, October 2014
SHARE Registry, October 2014SHARE
 
ORCID in platform research lifecycle products - Thomson Reuters (P. Brennan)
ORCID in platform research lifecycle products - Thomson Reuters (P. Brennan)ORCID in platform research lifecycle products - Thomson Reuters (P. Brennan)
ORCID in platform research lifecycle products - Thomson Reuters (P. Brennan)ORCID, Inc
 
IC-SDV 2019: Competitive Intelligence: how to optimize the analysis of pipeli...
IC-SDV 2019: Competitive Intelligence: how to optimize the analysis of pipeli...IC-SDV 2019: Competitive Intelligence: how to optimize the analysis of pipeli...
IC-SDV 2019: Competitive Intelligence: how to optimize the analysis of pipeli...Dr. Haxel Consult
 
Chemical Abstracts to Scifinder Scholar
Chemical Abstracts to Scifinder ScholarChemical Abstracts to Scifinder Scholar
Chemical Abstracts to Scifinder ScholarBruce Slutsky
 
THOR Workshop - Introduction
THOR Workshop - IntroductionTHOR Workshop - Introduction
THOR Workshop - IntroductionMaaike Duine
 
No Master Algorithm: Human-machine intelligence and the real-world needs of f...
No Master Algorithm: Human-machine intelligence and the real-world needs of f...No Master Algorithm: Human-machine intelligence and the real-world needs of f...
No Master Algorithm: Human-machine intelligence and the real-world needs of f...Scott A. Hale
 
ORCID in platform research lifecycle products -Elsevier (C. Shillum)
ORCID in platform research lifecycle products -Elsevier (C. Shillum)ORCID in platform research lifecycle products -Elsevier (C. Shillum)
ORCID in platform research lifecycle products -Elsevier (C. Shillum)ORCID, Inc
 
ICIC 2014 Finding Answers in the Data – The Future Role of Text and Data Mini...
ICIC 2014 Finding Answers in the Data – The Future Role of Text and Data Mini...ICIC 2014 Finding Answers in the Data – The Future Role of Text and Data Mini...
ICIC 2014 Finding Answers in the Data – The Future Role of Text and Data Mini...Dr. Haxel Consult
 
Lcewebinar rdm 5-steps_for_libraries
Lcewebinar rdm 5-steps_for_librariesLcewebinar rdm 5-steps_for_libraries
Lcewebinar rdm 5-steps_for_librariesSigaard
 
Selecting a Journal: Potential Criteria to Review
Selecting a Journal: Potential Criteria to ReviewSelecting a Journal: Potential Criteria to Review
Selecting a Journal: Potential Criteria to ReviewEmily Johnson
 
Newsletter text about ORCID
Newsletter text about ORCIDNewsletter text about ORCID
Newsletter text about ORCIDORCID, Inc
 

What's hot (20)

Introducing The Cases Database - Elizabeth Slade
Introducing The Cases Database - Elizabeth SladeIntroducing The Cases Database - Elizabeth Slade
Introducing The Cases Database - Elizabeth Slade
 
ORCID identifiers in research workflows - PLOS (V. Kiermer)
ORCID identifiers in research workflows - PLOS (V. Kiermer)ORCID identifiers in research workflows - PLOS (V. Kiermer)
ORCID identifiers in research workflows - PLOS (V. Kiermer)
 
ORCID for Universities & Research Organizations
ORCID for Universities & Research OrganizationsORCID for Universities & Research Organizations
ORCID for Universities & Research Organizations
 
Dha 723 Enthusiastic Study / snaptutorial.com
Dha 723 Enthusiastic Study / snaptutorial.comDha 723 Enthusiastic Study / snaptutorial.com
Dha 723 Enthusiastic Study / snaptutorial.com
 
FAIRsharing poster
FAIRsharing posterFAIRsharing poster
FAIRsharing poster
 
FAIR, FAIRplus and the FAIR Cookbook
FAIR, FAIRplus and the FAIR Cookbook FAIR, FAIRplus and the FAIR Cookbook
FAIR, FAIRplus and the FAIR Cookbook
 
The FAIR Cookbook poster
The FAIR Cookbook posterThe FAIR Cookbook poster
The FAIR Cookbook poster
 
The FAIR movement - Oxford Open Data Week
The FAIR movement - Oxford Open Data WeekThe FAIR movement - Oxford Open Data Week
The FAIR movement - Oxford Open Data Week
 
Talk_linked_data_for_hcls_at_iswc2009
Talk_linked_data_for_hcls_at_iswc2009Talk_linked_data_for_hcls_at_iswc2009
Talk_linked_data_for_hcls_at_iswc2009
 
SHARE Registry, October 2014
SHARE Registry, October 2014SHARE Registry, October 2014
SHARE Registry, October 2014
 
ORCID in platform research lifecycle products - Thomson Reuters (P. Brennan)
ORCID in platform research lifecycle products - Thomson Reuters (P. Brennan)ORCID in platform research lifecycle products - Thomson Reuters (P. Brennan)
ORCID in platform research lifecycle products - Thomson Reuters (P. Brennan)
 
IC-SDV 2019: Competitive Intelligence: how to optimize the analysis of pipeli...
IC-SDV 2019: Competitive Intelligence: how to optimize the analysis of pipeli...IC-SDV 2019: Competitive Intelligence: how to optimize the analysis of pipeli...
IC-SDV 2019: Competitive Intelligence: how to optimize the analysis of pipeli...
 
Chemical Abstracts to Scifinder Scholar
Chemical Abstracts to Scifinder ScholarChemical Abstracts to Scifinder Scholar
Chemical Abstracts to Scifinder Scholar
 
THOR Workshop - Introduction
THOR Workshop - IntroductionTHOR Workshop - Introduction
THOR Workshop - Introduction
 
No Master Algorithm: Human-machine intelligence and the real-world needs of f...
No Master Algorithm: Human-machine intelligence and the real-world needs of f...No Master Algorithm: Human-machine intelligence and the real-world needs of f...
No Master Algorithm: Human-machine intelligence and the real-world needs of f...
 
ORCID in platform research lifecycle products -Elsevier (C. Shillum)
ORCID in platform research lifecycle products -Elsevier (C. Shillum)ORCID in platform research lifecycle products -Elsevier (C. Shillum)
ORCID in platform research lifecycle products -Elsevier (C. Shillum)
 
ICIC 2014 Finding Answers in the Data – The Future Role of Text and Data Mini...
ICIC 2014 Finding Answers in the Data – The Future Role of Text and Data Mini...ICIC 2014 Finding Answers in the Data – The Future Role of Text and Data Mini...
ICIC 2014 Finding Answers in the Data – The Future Role of Text and Data Mini...
 
Lcewebinar rdm 5-steps_for_libraries
Lcewebinar rdm 5-steps_for_librariesLcewebinar rdm 5-steps_for_libraries
Lcewebinar rdm 5-steps_for_libraries
 
Selecting a Journal: Potential Criteria to Review
Selecting a Journal: Potential Criteria to ReviewSelecting a Journal: Potential Criteria to Review
Selecting a Journal: Potential Criteria to Review
 
Newsletter text about ORCID
Newsletter text about ORCIDNewsletter text about ORCID
Newsletter text about ORCID
 

Similar to Lost In Translation: When Machines Meet STM Content

Why Resource Identification Matters - Scrazzl
Why Resource Identification Matters - ScrazzlWhy Resource Identification Matters - Scrazzl
Why Resource Identification Matters - Scrazzlscrazzl
 
Pingar - The Future of Text Analytics
Pingar - The Future of Text AnalyticsPingar - The Future of Text Analytics
Pingar - The Future of Text AnalyticsChris Riley ☁
 
Lost In Translation when machines meet STM content
Lost In Translation when machines meet STM contentLost In Translation when machines meet STM content
Lost In Translation when machines meet STM contentscrazzl
 
Agile data science
Agile data scienceAgile data science
Agile data scienceJoel Horwitz
 
JSchivas_67Bricks_AI_Scholarly_Comms.pdf
JSchivas_67Bricks_AI_Scholarly_Comms.pdfJSchivas_67Bricks_AI_Scholarly_Comms.pdf
JSchivas_67Bricks_AI_Scholarly_Comms.pdfmadhusudhan148547
 
Biocatalogue Talk Slides
Biocatalogue Talk SlidesBiocatalogue Talk Slides
Biocatalogue Talk SlidesBioCatalogue
 
WeSpline invdeck_oct2018
WeSpline invdeck_oct2018WeSpline invdeck_oct2018
WeSpline invdeck_oct2018Fernanda Torós
 
Getting it Right: Building Quality into your Content (July 2014)
Getting it Right: Building Quality into your Content (July 2014)Getting it Right: Building Quality into your Content (July 2014)
Getting it Right: Building Quality into your Content (July 2014)Joe Gollner
 
OSFair2017 Workshop | Text mining
OSFair2017 Workshop | Text miningOSFair2017 Workshop | Text mining
OSFair2017 Workshop | Text miningOpen Science Fair
 
We spline invdeck_may2018
We spline invdeck_may2018We spline invdeck_may2018
We spline invdeck_may2018Fernanda Torós
 
12.5.18 "How For-Profit Companies Can Be a Part of the Open Environment" pres...
12.5.18 "How For-Profit Companies Can Be a Part of the Open Environment" pres...12.5.18 "How For-Profit Companies Can Be a Part of the Open Environment" pres...
12.5.18 "How For-Profit Companies Can Be a Part of the Open Environment" pres...DuraSpace
 
We spline invdeck_may2018
We spline invdeck_may2018We spline invdeck_may2018
We spline invdeck_may2018Fernanda Torós
 
A Baseline Based Deep Learning Approach of Live Tweets
A Baseline Based Deep Learning Approach of Live TweetsA Baseline Based Deep Learning Approach of Live Tweets
A Baseline Based Deep Learning Approach of Live Tweetsijtsrd
 
Content Management, Metadata and Semantic Web
Content Management, Metadata and Semantic WebContent Management, Metadata and Semantic Web
Content Management, Metadata and Semantic WebAmit Sheth
 
Content Management, Metadata and Semantic Web
Content Management, Metadata and Semantic WebContent Management, Metadata and Semantic Web
Content Management, Metadata and Semantic WebAmit Sheth
 
Expand ecm acrossorg_empower15
Expand ecm acrossorg_empower15Expand ecm acrossorg_empower15
Expand ecm acrossorg_empower15Christopher Wynder
 
Session 0.0 poster minutes madness
Session 0.0   poster minutes madnessSession 0.0   poster minutes madness
Session 0.0 poster minutes madnesssemanticsconference
 
Acs collaborative computational technologies for biomedical research an enabl...
Acs collaborative computational technologies for biomedical research an enabl...Acs collaborative computational technologies for biomedical research an enabl...
Acs collaborative computational technologies for biomedical research an enabl...Sean Ekins
 

Similar to Lost In Translation: When Machines Meet STM Content (20)

Why Resource Identification Matters - Scrazzl
Why Resource Identification Matters - ScrazzlWhy Resource Identification Matters - Scrazzl
Why Resource Identification Matters - Scrazzl
 
Pingar - The Future of Text Analytics
Pingar - The Future of Text AnalyticsPingar - The Future of Text Analytics
Pingar - The Future of Text Analytics
 
Lost In Translation when machines meet STM content
Lost In Translation when machines meet STM contentLost In Translation when machines meet STM content
Lost In Translation when machines meet STM content
 
Agile data science
Agile data scienceAgile data science
Agile data science
 
JSchivas_67Bricks_AI_Scholarly_Comms.pdf
JSchivas_67Bricks_AI_Scholarly_Comms.pdfJSchivas_67Bricks_AI_Scholarly_Comms.pdf
JSchivas_67Bricks_AI_Scholarly_Comms.pdf
 
Content analytics
Content analyticsContent analytics
Content analytics
 
Biocatalogue Talk Slides
Biocatalogue Talk SlidesBiocatalogue Talk Slides
Biocatalogue Talk Slides
 
WeSpline invdeck_oct2018
WeSpline invdeck_oct2018WeSpline invdeck_oct2018
WeSpline invdeck_oct2018
 
Getting it Right: Building Quality into your Content (July 2014)
Getting it Right: Building Quality into your Content (July 2014)Getting it Right: Building Quality into your Content (July 2014)
Getting it Right: Building Quality into your Content (July 2014)
 
OSFair2017 Workshop | Text mining
OSFair2017 Workshop | Text miningOSFair2017 Workshop | Text mining
OSFair2017 Workshop | Text mining
 
Digital Science
Digital ScienceDigital Science
Digital Science
 
We spline invdeck_may2018
We spline invdeck_may2018We spline invdeck_may2018
We spline invdeck_may2018
 
12.5.18 "How For-Profit Companies Can Be a Part of the Open Environment" pres...
12.5.18 "How For-Profit Companies Can Be a Part of the Open Environment" pres...12.5.18 "How For-Profit Companies Can Be a Part of the Open Environment" pres...
12.5.18 "How For-Profit Companies Can Be a Part of the Open Environment" pres...
 
We spline invdeck_may2018
We spline invdeck_may2018We spline invdeck_may2018
We spline invdeck_may2018
 
A Baseline Based Deep Learning Approach of Live Tweets
A Baseline Based Deep Learning Approach of Live TweetsA Baseline Based Deep Learning Approach of Live Tweets
A Baseline Based Deep Learning Approach of Live Tweets
 
Content Management, Metadata and Semantic Web
Content Management, Metadata and Semantic WebContent Management, Metadata and Semantic Web
Content Management, Metadata and Semantic Web
 
Content Management, Metadata and Semantic Web
Content Management, Metadata and Semantic WebContent Management, Metadata and Semantic Web
Content Management, Metadata and Semantic Web
 
Expand ecm acrossorg_empower15
Expand ecm acrossorg_empower15Expand ecm acrossorg_empower15
Expand ecm acrossorg_empower15
 
Session 0.0 poster minutes madness
Session 0.0   poster minutes madnessSession 0.0   poster minutes madness
Session 0.0 poster minutes madness
 
Acs collaborative computational technologies for biomedical research an enabl...
Acs collaborative computational technologies for biomedical research an enabl...Acs collaborative computational technologies for biomedical research an enabl...
Acs collaborative computational technologies for biomedical research an enabl...
 

Recently uploaded

Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls AvailableVip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls AvailableNehru place Escorts
 
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...Call girls in Ahmedabad High profile
 
Kesar Bagh Call Girl Price 9548273370 , Lucknow Call Girls Service
Kesar Bagh Call Girl Price 9548273370 , Lucknow Call Girls ServiceKesar Bagh Call Girl Price 9548273370 , Lucknow Call Girls Service
Kesar Bagh Call Girl Price 9548273370 , Lucknow Call Girls Servicemakika9823
 
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...Miss joya
 
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...Miss joya
 
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...Neha Kaur
 
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Call Girls in Nagpur High Profile
 
Low Rate Call Girls Patna Anika 8250192130 Independent Escort Service Patna
Low Rate Call Girls Patna Anika 8250192130 Independent Escort Service PatnaLow Rate Call Girls Patna Anika 8250192130 Independent Escort Service Patna
Low Rate Call Girls Patna Anika 8250192130 Independent Escort Service Patnamakika9823
 
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...jageshsingh5554
 
CALL ON ➥9907093804 🔝 Call Girls Baramati ( Pune) Girls Service
CALL ON ➥9907093804 🔝 Call Girls Baramati ( Pune)  Girls ServiceCALL ON ➥9907093804 🔝 Call Girls Baramati ( Pune)  Girls Service
CALL ON ➥9907093804 🔝 Call Girls Baramati ( Pune) Girls ServiceMiss joya
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escortsaditipandeya
 
Call Girls Darjeeling Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Darjeeling Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Darjeeling Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Darjeeling Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort ServiceCall Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Serviceparulsinha
 
Bangalore Call Girls Hebbal Kempapura Number 7001035870 Meetin With Bangalor...
Bangalore Call Girls Hebbal Kempapura Number 7001035870  Meetin With Bangalor...Bangalore Call Girls Hebbal Kempapura Number 7001035870  Meetin With Bangalor...
Bangalore Call Girls Hebbal Kempapura Number 7001035870 Meetin With Bangalor...narwatsonia7
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escortsvidya singh
 
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Servicevidya singh
 
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...narwatsonia7
 
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...astropune
 

Recently uploaded (20)

Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls AvailableVip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
 
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
 
Kesar Bagh Call Girl Price 9548273370 , Lucknow Call Girls Service
Kesar Bagh Call Girl Price 9548273370 , Lucknow Call Girls ServiceKesar Bagh Call Girl Price 9548273370 , Lucknow Call Girls Service
Kesar Bagh Call Girl Price 9548273370 , Lucknow Call Girls Service
 
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
 
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...
 
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
 
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
 
Low Rate Call Girls Patna Anika 8250192130 Independent Escort Service Patna
Low Rate Call Girls Patna Anika 8250192130 Independent Escort Service PatnaLow Rate Call Girls Patna Anika 8250192130 Independent Escort Service Patna
Low Rate Call Girls Patna Anika 8250192130 Independent Escort Service Patna
 
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
 
CALL ON ➥9907093804 🔝 Call Girls Baramati ( Pune) Girls Service
CALL ON ➥9907093804 🔝 Call Girls Baramati ( Pune)  Girls ServiceCALL ON ➥9907093804 🔝 Call Girls Baramati ( Pune)  Girls Service
CALL ON ➥9907093804 🔝 Call Girls Baramati ( Pune) Girls Service
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
 
Call Girls Darjeeling Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Darjeeling Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Darjeeling Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Darjeeling Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort ServiceCall Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
 
Bangalore Call Girls Hebbal Kempapura Number 7001035870 Meetin With Bangalor...
Bangalore Call Girls Hebbal Kempapura Number 7001035870  Meetin With Bangalor...Bangalore Call Girls Hebbal Kempapura Number 7001035870  Meetin With Bangalor...
Bangalore Call Girls Hebbal Kempapura Number 7001035870 Meetin With Bangalor...
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
 
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
 
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...
 
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
 
sauth delhi call girls in Bhajanpura 🔝 9953056974 🔝 escort Service
sauth delhi call girls in Bhajanpura 🔝 9953056974 🔝 escort Servicesauth delhi call girls in Bhajanpura 🔝 9953056974 🔝 escort Service
sauth delhi call girls in Bhajanpura 🔝 9953056974 🔝 escort Service
 
Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...
Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...
Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...
 

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