technology trends in academic librariesevents.iitgn.ac.in/2017/clstl/wp-content/uploads/... ·...
TRANSCRIPT
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T E C H N O L O G Y T R E N D S
I N A C A D E M I C L I B R A R I E S
A A R O N TAY
L I B R A RY A N A LY T I C S M A N AG E R
S I N G A P O R E M A N AG E M E N T U N I V E R S I T Y
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10 YEARS AGO (2007)
• Iphone (2007)
•Web scale discovery (2009)
•Mendeley (2008)
•ResearchGate/Academia.edu (2008)
• “Altmetrics” coined (2010)
•Library automation + Cloud (2010s)
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GENERAL DIRECTION OR FASHION?
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HIGH LEVEL TECHNOLOGICAL TRENDS
RDM
Analytics
AI/Machine learning
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DATA IS THE TREND
http://maxpixel.freegreatpicture.com/Colorful-Compact-Cd-Rom-Bytes-Data-Dvd-Disc-Copy-315546
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ARTICLES VS DATA
Articles Data sets Activity
Access
Discovery
Management
Storage
Publication
Web scale discovery
Subscriptions
Reference Manager
Preprint servers/
Institution repositories
Use
r C
reato
r
JCR, Times cited etc
Data repositories/data
journals/API/SPARQL
DMP/Data wrangling/visualization
tools/GIS/Electronic lab notebooks,
data repositories
Acknowledgement Citations
Evaluation
Journals
altmetrics
Citations
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Libraries need to get better at managing
and using our own data and teaching users
to manage data or face irrelevance.
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INTERNAL VS EXTERNAL
Data literacy
Infrastructure for data storage/preservation
Data studios
Dashboards
Self Service analytics
Data warehouse/Lakes
Open Access/Open Data/ Open
Science
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DEMAND FOR TEACHING OF TOOLS
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DATA STUDIO
http://library.duke.edu/data/ http://lib.calpoly.edu/outloud/tag/cal-poly-data-studio/
http://library.nyu.edu/spaces/data-services-lab//
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ANALYTICS – THE NEXT GOLD RUSH?
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LIBRARY DASHBOARDS
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LIBRARY DASHBOARDS
• http://www.athenaeum21.com/single-post/2016/03/01/University-of-California-Davis-and-
Athenaeum21-Define-an-Open-Research-Library-Assessment-Dashboard-and-Toolkit-to-
Centralize-Visibility-into-Diverse-Library-Data-Sources
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VISUAL BASED EXPLORATION PARADIGM + SELF SERVICE ANALYTICS
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LIBRARY SPECIFIC
https://www.springshare.com/libinsight/
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RISE OF ANALYTICS SERVICES
https://www.redlink.com
http://jusp.jisc.ac.uk/about/
http://remotexs.in/remotexs http://www.1science.com/oafigr.html
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FREEMIUM MODEL + SALE OF ANALYTICS
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SPACE ANALYTICS
http://measurethefuture.net/ SMU Live Lab analytics
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SPACE ANALYTICS – EXTREME?
The map of library with seat occupancy status overlay colour.
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LEARNING ANALYTICS
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DATA ANALYTICS GETTING EASIER?
Gartner, Magic Quadrant for Business Intelligence and Analytics
Platforms 16 Feb 2017
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NLB (SINGAPORE) DATA WAREHOUSE
• https://www.cscollege.gov.sg/Knowledge/Pages/A-Smarter-Library-Using-Data-Analytics-to-Improve-Resource-Management-and-Services-at-NLB-.aspx
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http://er.educause.edu/articles/2012/7/discovering-the-impact-
of-library-use-and-student-performance
University of Wollongong Library Cube
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AI/MACHINE LEARNING IS COMING
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IBM WATSON -MACHINE LEARNING + REFERENCE
http://www.theglobeandmail.com/report-on-
business/industry-news/the-law-page/u-of-t-students-
artificially-intelligent-robot-signs-with-dentons-law-
firm/article25898779/
https://www.ibm.com/blogs/watson/2016/12/build-chat-bot/
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YENO - MACHINE LEARNING + DISCOVERY
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https://www.cscollege.gov.sg/Knowledge/Pages/A-Smarter-Library-Using-Data-Analytics-to-Improve-
Resource-Management-and-Services-at-NLB-.aspx
MACHINE LEARNING + COLLECTION DEVELOPMENT
“Using the DA to provide an aggregated demand
forecast to the CP component, NLB makes use of
optimisation technology to plan NLB's lending
collections — determining the category mix in each
public library that will maximise the volume of
loans made by users. “
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INTELLIGENT AGENT + LIBRARY