Download - 2012 12-12 research analytics - idea
![Page 1: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/1.jpg)
CC-BY: Maurice Vanderfeesten
Research Intelligence
![Page 2: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/2.jpg)
CC-BY: Maurice Vanderfeesten
Research policy making
![Page 3: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/3.jpg)
CC-BY: Maurice Vanderfeesten
based on
Research Impact
![Page 4: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/4.jpg)
CC-BY: Maurice Vanderfeesten
Research Analytics Infrastructure
building an Open Data middleware infrastructure for research information
![Page 5: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/5.jpg)
CC-BY: Maurice Vanderfeesten
wisdom
intelligence
analytics
metrics
data
sources
What data do we have?
What can we measure?
What can we calculate?
What do the calculations mean?
What should be done with the meaning outcomes? Making policy
Impact interpretation
HE performance indicators
Impact factors
Calculations, Correllations & Comparisson
Accumulations, Citations, Downloads, Mentions, Bookmarks, etc.
Publications, Datasets, Tweets, Projects, People, Grants, etc.
Repositories, Mendeley, CRIS’s, Blogs, NOD, Facebook, SciVerse, Twitter, Web of Science What sources are out there?
![Page 6: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/6.jpg)
CC-BY: Maurice Vanderfeesten
Problem statementCurrent research policy is made based on a homogeneous-mono-metrics (eenzijdige metrics), from a single source.Yet making impact spans a much wider spectrum.
![Page 7: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/7.jpg)
CC-BY: Maurice Vanderfeesten
Current situation: established
![Page 8: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/8.jpg)
CC-BY: Maurice Vanderfeesten
wisdom
intelligence
analytics
metrics
data
sources
Citations
A-journalpeer reviewed
Publications
Thompson-Reuters ISIWeb of Science
H-indexLeiden index
Shanghai index
Making policy
Impact interpretation
HE performance indicators
Impact factors
What data do we have?
What can we measure?
What can we calculate?
What do the calculations mean?
What should be done with the meaning outcomes?
What sources are out there?
![Page 9: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/9.jpg)
CC-BY: Maurice Vanderfeesten
Current situation: experimental
![Page 10: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/10.jpg)
CC-BY: Maurice Vanderfeesten
wisdom
intelligence
analytics
metrics
data
sources
Downloads
Open AccessPublications
Repositories
Open AccessPopularity
index?
Making policy
Impact interpretation
Not yet, HE performance indicators
Impact factors
What data do we have?
What can we measure?
What can we calculate?
What do the calculations mean?
What should be done with the meaning outcomes?
What sources are out there?
![Page 11: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/11.jpg)
CC-BY: Maurice Vanderfeesten
wisdom
intelligence
analytics
metrics
data
sources
Mentions /Altmetrics
Tweets, Bookmarks
Twitter, Mendeley
Like-abilityindex?
Making policy
Impact interpretation
Not yet, HE performance indicators
Impact factors
What data do we have?
What can we measure?
What can we calculate?
What do the calculations mean?
What should be done with the meaning outcomes?
What sources are out there?
![Page 12: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/12.jpg)
CC-BY: Maurice Vanderfeesten
Business case: only based on user driven demand
![Page 13: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/13.jpg)
CC-BY: Maurice Vanderfeesten
wisdom
intelligence
analytics
metrics
data
sources
Policy makers must answer:
Impact interpretors must answer:
HE performance indicators
Impact factors
Calculations, Correllations & Comparisson
Accumulations, Citations, Downloads, Mentions, Bookmarks, etc.
Publications, Datasets, Tweets, Projects, People, Grants, etc.
Repositories, Mendeley, CRIS’s, Blogs, NOD, Facebook, SciVerse, Twitter, Web of Science
Only the HE communitycan make a Business case
SURF can orchestratethe ICT infrastructure
and licences
What should the calculations mean?
What could be done with the meaning outcomes?
![Page 14: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/14.jpg)
CC-BY: Maurice Vanderfeesten
Full Spectrum Analyticsposition policy making on a holistic perspective
![Page 15: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/15.jpg)
CC-BY: Maurice Vanderfeesten
Imagine…
• A single entry where you can find the research information you need
• Where you can combine research information to build rich analytics
• Get’s updated daily from different sources of information
• Scalable and performing fast for tons of services to draw from
![Page 16: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/16.jpg)
CC-BY: Maurice Vanderfeesten
Community CloudScalables Research Information storage and restructuring from and by the Dutch Higher Education sector
![Page 17: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/17.jpg)
CC-BY: Maurice Vanderfeesten
Sources Services
licences
Users/Partners
distributed scalable database (community cloud)
CBS
CWTS
Researchers
ministry
Libraries
Data typesResearch Analytics middleware
(Information Brokerage and Restructuring)
Holding:
Proven Open Technology:
Technology Partners:
institutions
Research Partners:
![Page 18: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/18.jpg)
CC-BY: Maurice Vanderfeesten
Business Case: Performance Indicators for Dutch Higher Education
ministryHE institutions
![Page 19: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/19.jpg)
CC-BY: Maurice Vanderfeesten
Current solutionsspecific use case centric
![Page 20: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/20.jpg)
CC-BY: Maurice Vanderfeesten
repositories
Sources Services Users
metadataPublications
[PID][metadata]
[DAI]
Authors[DAI][PID]
NARCISResearchers
Data types Data warehouses
Resolution[PID][URL]
Resolution
metadata
Repositorymetrics
web statistics
web usage[http event]
[PID][GEO]
Libraries
![Page 21: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/21.jpg)
CC-BY: Maurice Vanderfeesten
repositories
Sources Services
web statistics
altmetrics
citation
Users
publishers
Web of science
web statistics
Mendeley
Web usage[http event]
[PID][GEO]
Alt table[social media event]
[PID]
Citation table[citation reference]
[PID]
CWTS
Data types Data warehouses
Web usage[http event]
[PID][GEO]
Researchers
Libraries
LibrariesRepository metrics
Subscription metrics
Social metrics
Citation metricsinstitutions
![Page 22: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/22.jpg)
CC-BY: Maurice Vanderfeesten
Questions
• All these sources, why does every service need to build a separate datawarehouse?• What are the posibilities if we could combine all the information
needed for different services, and put it in one community cloud?
![Page 23: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/23.jpg)
CC-BY: Maurice Vanderfeesten
From Metrics to AnalyticsIntegrating sources of information, making trends across sources visible
AnalyticsMetrics
![Page 24: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/24.jpg)
CC-BY: Maurice Vanderfeesten
repositories
Sources Services
metadata
web statistics
altmetrics
citation
Users
publishers
scopus
Web of science
web statistics
Mendeley
Usage table[http event]
[PID][GEO]
Alt table[social media event]
[PID]
Citation table[citation reference]
[PID]
MetricsCBS
CWTS
Researchers
OCW
Library
Data types Data warehouse
institutions
![Page 25: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/25.jpg)
CC-BY: Maurice Vanderfeesten
repositories
Sources Services
web statistics
altmetrics
citation
Users
publishers
scopus
Web of science
web statistics
Mendeley
Usage table[http event]
[PID][GEO]
Alt table[social media event]
[PID]
Citation table[citation reference]
[PID]
CBS
CWTS
Researchers
OCW
Library
Data types Data warehouse
Analytics
institutions
![Page 26: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/26.jpg)
CC-BY: Maurice Vanderfeesten
Adding sources, adding servicesPotential for a high performing community cloud, as a middelware solution for
shared services in the Research Information and Research Analytics domain.
![Page 27: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/27.jpg)
CC-BY: Maurice Vanderfeesten
Community Cloud as middleware for
Research Information Services
Resolution NARCIS Analytics Repositorymetrics HBO kennisbank
![Page 28: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/28.jpg)
CC-BY: Maurice Vanderfeesten
repositories
Sources Services
metadata
web statistics
web statistics
altmetrics
citation
Users
ISNI/DAI
publishers
scopus
Web of science
distributed scalable database (community cloud)
Mendeley
OCLC
CRIS’ CERIF
Publications[PID]
[metadata][DAI]
Authors[DAI]
[ISNI/ ORCID][PID]
Usage events[http event]
[PID][GEO]
Resolution entries[PID][URL]
Altmetrics[social media event]
[PID]
Citation references[citation reference]
[PID]
Projects[ProjectID]
[PID]
Etc… scalable[…][…]
Resolution
NARCIS
Analytics
Repositorymetrics
HBO kennisbank
CBS
CWTS
Researchers
OCW
Library
Data typesResearch Analytics middleware
(Information Brokerage and Restructuring)
institutions
data mesh
![Page 29: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/29.jpg)
CC-BY: Maurice Vanderfeesten
Use Cases
![Page 30: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/30.jpg)
CC-BY: Maurice Vanderfeesten
repositories
SourcesResearch Analytics middleware
(Information Brokerage and Restructuring) Services
metadata
web statistics
web statistics
altmetrics
citation
n! Faculties
Users
ISNI/DAI
publishers
scopus
Web of science
distributed scalable cloud database
Mendeley
OCLC
CRIS’ CERIF
Publications table[PID]
[metadata][DAI]
Authors table[DAI]
[ISNI/ ORCID][PID]
Usage table[http event]
[PID][GEO]
Resolution table[PID][URL]
Alt table[social media event]
[PID]
Citation table[citation reference]
[PID]
Projects table[ProjectID]
[PID]
Etc… table[…][…]
Resolution
NARCIS
Analytics
Repositorymetrics
HBO kennisbank
CBS
CWTS
Researchers
OCW
Library
Data types
data mesh
1
2
3
45
Use Case: Library wants to see the usage of its
repository, compared to other repositories.
![Page 31: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/31.jpg)
CC-BY: Maurice Vanderfeesten
repositories
Sources Services
metadata
web statistics
web statistics
altmetrics
citation
n! Faculties
Users
ISNI/DAI
publishers
scopus
Web of science
distributed scalable cloud database
Mendeley
OCLC
CRIS’ CERIF
Publications table[PID]
[metadata][DAI]
Authors table[DAI]
[ISNI/ ORCID][PID]
Usage table[http event]
[PID][GEO]
Resolution table[PID][URL]
Alt table[social media event]
[PID]
Citation table[citation reference]
[PID]
Projects table[ProjectID]
[PID]
Etc… table[…][…]
Resolution
NARCIS
Analytics
Repositorymetrics
HBO kennisbank
CBS
CWTS
Researchers
OCW
Library
Data types
data mesh
Research Analytics middleware(Information Brokerage and Restructuring)
1
2
3
3
45
54
Use Case: CWTS wants to make the Leiden index using and combining
information from a variety of sources.
![Page 32: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/32.jpg)
CC-BY: Maurice Vanderfeesten
repositories
Sources Services
metadata
web statistics
web statistics
altmetrics
citation
n! Faculties
Users
ISNI/DAI
publishers
scopus
Web of science
distributed scalable cloud database
Mendeley
OCLC
CRIS’ CERIF
Publications table[PID]
[metadata][DAI]
Authors table[DAI]
[ISNI/ ORCID][PID]
Usage table[http event]
[PID][GEO]
Resolution table[PID][URL]
Alt table[social media event]
[PID]
Citation table[citation reference]
[PID]
Projects table[ProjectID]
[PID]
Etc… table[…][…]
Resolution
NARCIS
Analytics
Repositorymetrics
HBO kennisbank
CBS
CWTS
Researchers
OCW
Library
Data types
data mesh
Research Analytics middleware(Information Brokerage and Restructuring)
1
23
4
4
5
5
Use Case: Researcher wants view the download ratio between his Open Acces
and toll-gated publications, and comparing this to his
co-authors’ratio.
![Page 33: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/33.jpg)
CC-BY: Maurice Vanderfeesten
What does the user see?
![Page 34: 2012 12-12 research analytics - idea](https://reader036.vdocuments.net/reader036/viewer/2022081518/54c662c14a79595e038b45b2/html5/thumbnails/34.jpg)
CC-BY: Maurice Vanderfeesten
Research Analytics Dashboards