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VIVO: A Community-driven
Research Information
Management System.
Challenges and Opportunities
8/16/2017
Muhammad Javed, Ph.D.
Ontology Engineer/Tech. Lead (Scholars@Cornell)
Cornell University Library
mj495@cornell.edu | @mjaved495
Cornell University
Credits: Sandy Payette, Cornell University Library (CUL)
And many more….
Cornell University
What is VIVO?
• A web resource for single point of access for information on
scholarly activity at Cornell. [Jon Corson-Rikert et. al. (Sep. 2007)]
• A semantic web-based researcher and research discovery tool.
[Duraspace & VIVO Sponsor Webinar (2012)]
• An open source tool for describing and linking researchers and
research. [Dean B. Krafft and Jon Corson-Rikert (2012)]
• VIVO creates a connected, integrated record of the scholarly
work of your institution, ready for reporting, visualization, and
analysis. [VIVO: website (2017)]
Cornell University
What is VIVO?
• A web resource for single point of access for information on
scholarly activity at Cornell. [Jon Corson-Rikert et. al. (Sep. 2007)]
• A semantic web-based researcher and research discovery tool.
[Duraspace & VIVO Sponsor Webinar (2012)]
• An open source tool for describing and linking researchers and
research. [Dean B. Krafft and Jon Corson-Rikert (2012)]
• VIVO creates a connected, integrated record of the scholarly
work of your institution, ready for reporting, visualization, and
analysis. [VIVO: website (2017)]
Cornell University
VIVO – Creates an Institutional Knowledge Graph
Cornell University
VIVO – A semantic web-based tool
“VIVO-ISF” Ontology as Model
- Written in OWL
- Can express
Disjointness & Unions
Domains/Ranges
Transitiveness.
Inverse Prop.
..and more
https://www.w3.org/OWL/
https://wiki.duraspace.org/display/VIVODOC19x/Ontology+Reference
Cornell University
VIVO – Create records of scholarly works
Cornell University
VIVO – Analysis and Visualizations
Temporal Graph
Co-investigators
Co-authors
Capability Map
Cornell University
VIVO – Creates profile pages
Cornell University
Researcher profile systems:
Community of Scholars
Google Scholar
LinkedIn
SciENcv
VIVO
Subject author identifier system:
Subject repository: arXiv
Research & collaboration hub: nanoHUB
Reference management:
Online encyclopedia: Wikipedia
Credits: OCLC - https://www.slideshare.net/oclcr/registering-researchers-in-authority-files/5
That is how world look at VIVO ?
Cornell University
Profiles
are
Everywhere
Credits: Sandy Payette, Cornell University Library (CUL)
Cornell University
FPS vs. RIMS
Examples FPS
(acceptable?)
RIMS
(acceptable?)
1. “Selected” Publication List OK No. Requires as
complete as possible.
2. “Selected” Award and Honors OK No. Requires as
complete as possible.
3. Research Interest Statements (“Text”) OK Not useful, unless
topics are inferred.
4. “Different texts” representing the same entity OK No. Cannot analyze
the data.
5. Citation data details (e.g. journal, page nos., list
of co-authors)
Not required Required
Cornell University
Challenges & Opportunities
Cornell University
• Big Challenges
Challenges & Opportunities
Cornell University
• Though VIVO is based on a model that allows
inference, the model in under-utilized.
• Built-in inference engine with limited functionalities.
VIVO-ISF Ontology: An under-utilized model
Cornell University
• We have built Institutional
Knowledge Graphs (IKGs)
at national / international
institutions, using the
same data model.
Cross-Institutional Search & Discovery
Cornell
Texas A&M
Duke Brown
UF
…
Institutional Knowledge Graphs
Cornell University
• How do we create now
linkages between these
IKGs for national /
international networking
and discovery.
Cornell
Texas A&M
Duke Brown
UF
…
Cross-Institutional Search & Discovery
Cornell University
• Small / Institutional Challenges
Challenges & Opportunities
Cornell University
• How does a person
use long lists views
that are available in
out of the box VIVO?
Representation
Cornell University
• Out of the box,
– Limited analysis & visualizations.
– Data can only be downloaded/shared in RDF format.
• RDF to JSON transformation ?
– Limited data reuse: Cannot push data to other sites.
• An API ?
VIVO: Under-developed for reporting and analysis
Cornell University
• Manual curation
• Using upstream sources (web of science, scopus, pubmed, crossref etc.)
• Data updates
Data quality is still an issue!
Cornell University
Scholars@Cornell
Powered by VIVO
Cornell University
Cornell University
Aggregate views in Scholars@Cornell
Cornell University
1. Scholars pages are non-editable.
2. Date quality is a high priority.
3. No manual assertions. Infer knowledge graphs from the given
research data.
4. Use D3 visualizations to present aggregate views.
5. Visualizations: another way to navigate through the linked data.
Some important notes
Cornell University
Some Snapshots
https://scholars.cornell.edu
Scholars@Cornell
Cornell University
Cornell University
Cornell University
Cornell University
Cornell University
Cornell University
Two Takeaways
Cornell University
VIVO IS NOT ABOUT FACULTY
PROFILES ONLY
VIVO – A Faculty Profile System (FPS) ?
Cornell University
VIVO HAS THE POTENTIAL TO BE A
GREAT RESEARCH INFORMATION
MANAGEMENT SYSTEM
VIVO – A Research Information System?
Data
Modeling
Data
Recording
Data
Analysis
Cornell University
• VIVO: A Semantic Approach to Scholarly Networking and Discovery
http://www.morganclaypool.com/doi/pdf/10.2200/S00428ED1V01Y201207WBE002
• Research Information Management Systems – A new service category ?
– Loran Dempsey (Vice-President and Chief Strategist - OCLC)
http://orweblog.oclc.org/research-information-management-systems-a-new-service-category/
• Scholars@Cornell: Visualizing the Scholarship Data
https://figshare.com/articles/Scholars_Cornell_Visualizing_the_Scholarship_Data/5303620
Some other useful links
Cornell University
Muhammad Javed, Ph.D.
Ontology Engineer/Tech. Lead (Scholars@Cornell)
Cornell University Library
mj495@cornell.edu | @mjaved495

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VIVO: A Community-driven Research Information Management System: Challenges and Opportunities

  • 1. VIVO: A Community-driven Research Information Management System. Challenges and Opportunities 8/16/2017 Muhammad Javed, Ph.D. Ontology Engineer/Tech. Lead (Scholars@Cornell) Cornell University Library mj495@cornell.edu | @mjaved495
  • 2. Cornell University Credits: Sandy Payette, Cornell University Library (CUL) And many more….
  • 3. Cornell University What is VIVO? • A web resource for single point of access for information on scholarly activity at Cornell. [Jon Corson-Rikert et. al. (Sep. 2007)] • A semantic web-based researcher and research discovery tool. [Duraspace & VIVO Sponsor Webinar (2012)] • An open source tool for describing and linking researchers and research. [Dean B. Krafft and Jon Corson-Rikert (2012)] • VIVO creates a connected, integrated record of the scholarly work of your institution, ready for reporting, visualization, and analysis. [VIVO: website (2017)]
  • 4. Cornell University What is VIVO? • A web resource for single point of access for information on scholarly activity at Cornell. [Jon Corson-Rikert et. al. (Sep. 2007)] • A semantic web-based researcher and research discovery tool. [Duraspace & VIVO Sponsor Webinar (2012)] • An open source tool for describing and linking researchers and research. [Dean B. Krafft and Jon Corson-Rikert (2012)] • VIVO creates a connected, integrated record of the scholarly work of your institution, ready for reporting, visualization, and analysis. [VIVO: website (2017)]
  • 5. Cornell University VIVO – Creates an Institutional Knowledge Graph
  • 6. Cornell University VIVO – A semantic web-based tool “VIVO-ISF” Ontology as Model - Written in OWL - Can express Disjointness & Unions Domains/Ranges Transitiveness. Inverse Prop. ..and more https://www.w3.org/OWL/ https://wiki.duraspace.org/display/VIVODOC19x/Ontology+Reference
  • 7. Cornell University VIVO – Create records of scholarly works
  • 8. Cornell University VIVO – Analysis and Visualizations Temporal Graph Co-investigators Co-authors Capability Map
  • 9. Cornell University VIVO – Creates profile pages
  • 10. Cornell University Researcher profile systems: Community of Scholars Google Scholar LinkedIn SciENcv VIVO Subject author identifier system: Subject repository: arXiv Research & collaboration hub: nanoHUB Reference management: Online encyclopedia: Wikipedia Credits: OCLC - https://www.slideshare.net/oclcr/registering-researchers-in-authority-files/5 That is how world look at VIVO ?
  • 11. Cornell University Profiles are Everywhere Credits: Sandy Payette, Cornell University Library (CUL)
  • 12. Cornell University FPS vs. RIMS Examples FPS (acceptable?) RIMS (acceptable?) 1. “Selected” Publication List OK No. Requires as complete as possible. 2. “Selected” Award and Honors OK No. Requires as complete as possible. 3. Research Interest Statements (“Text”) OK Not useful, unless topics are inferred. 4. “Different texts” representing the same entity OK No. Cannot analyze the data. 5. Citation data details (e.g. journal, page nos., list of co-authors) Not required Required
  • 14. Cornell University • Big Challenges Challenges & Opportunities
  • 15. Cornell University • Though VIVO is based on a model that allows inference, the model in under-utilized. • Built-in inference engine with limited functionalities. VIVO-ISF Ontology: An under-utilized model
  • 16. Cornell University • We have built Institutional Knowledge Graphs (IKGs) at national / international institutions, using the same data model. Cross-Institutional Search & Discovery Cornell Texas A&M Duke Brown UF … Institutional Knowledge Graphs
  • 17. Cornell University • How do we create now linkages between these IKGs for national / international networking and discovery. Cornell Texas A&M Duke Brown UF … Cross-Institutional Search & Discovery
  • 18. Cornell University • Small / Institutional Challenges Challenges & Opportunities
  • 19. Cornell University • How does a person use long lists views that are available in out of the box VIVO? Representation
  • 20. Cornell University • Out of the box, – Limited analysis & visualizations. – Data can only be downloaded/shared in RDF format. • RDF to JSON transformation ? – Limited data reuse: Cannot push data to other sites. • An API ? VIVO: Under-developed for reporting and analysis
  • 21. Cornell University • Manual curation • Using upstream sources (web of science, scopus, pubmed, crossref etc.) • Data updates Data quality is still an issue!
  • 24. Cornell University Aggregate views in Scholars@Cornell
  • 25. Cornell University 1. Scholars pages are non-editable. 2. Date quality is a high priority. 3. No manual assertions. Infer knowledge graphs from the given research data. 4. Use D3 visualizations to present aggregate views. 5. Visualizations: another way to navigate through the linked data. Some important notes
  • 33. Cornell University VIVO IS NOT ABOUT FACULTY PROFILES ONLY VIVO – A Faculty Profile System (FPS) ?
  • 34. Cornell University VIVO HAS THE POTENTIAL TO BE A GREAT RESEARCH INFORMATION MANAGEMENT SYSTEM VIVO – A Research Information System? Data Modeling Data Recording Data Analysis
  • 35. Cornell University • VIVO: A Semantic Approach to Scholarly Networking and Discovery http://www.morganclaypool.com/doi/pdf/10.2200/S00428ED1V01Y201207WBE002 • Research Information Management Systems – A new service category ? – Loran Dempsey (Vice-President and Chief Strategist - OCLC) http://orweblog.oclc.org/research-information-management-systems-a-new-service-category/ • Scholars@Cornell: Visualizing the Scholarship Data https://figshare.com/articles/Scholars_Cornell_Visualizing_the_Scholarship_Data/5303620 Some other useful links
  • 36. Cornell University Muhammad Javed, Ph.D. Ontology Engineer/Tech. Lead (Scholars@Cornell) Cornell University Library mj495@cornell.edu | @mjaved495