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KMi Podium – July 24, 2012




A tour through four topics related to
The Web in Science and
Research


Peter Kraker




                             gefördert durch das Kompetenzzentrenprogramm
Collaborators

  Nicholas Balacheff     Barbara Kump
    Günter Beham          Derick Leony
      Erik Duval       Stefanie Lindstaedt
   Ronald Fellmann        Sandra Murg
     Angela Fessl         Gonzalo Parra
      Denis Gillet      David Pocivalnik
   Nina Grabowski      Wolfgang Reinhardt
  Michael Granitzer        Peter Scott
     Eelco Herder       Thomas Ullmann
    Patrick Höfler      Bram Vandeputte
       Kris Jack         Claudia Wagner
  Fleur Jeanquartier      Fridolin Wild
   Christian Körner      Jerome Zeiliger     2
Scientific Activity on the Web

Online literature search


Collaborative writing and
reference management


Dissemination via preprints
and open archives


Knowledge transfer
in social networks

                                  3
Crowdsourcing approaches
Research 2.0
Research                E-Science
                      Science online
Context                     …

                       Studying the
                      use of the web
                      in the scientific
                          process


             Web Science
            The interdisciplinary science
                     of the web

            Social                        Privacy
           Networks

                         Online
                        Learning
                                                    4
Overview

              Practices




              The Web
                  in
   Analysis    Science    Tools
                 and
              Research



                Infra-
              structure
                                  5
The change in
Overview                  scientific practices
                          and the open
                          science movement
              Practices




              The Web
                  in
   Analysis    Science     Tools
                 and
              Research



                Infra-
              structure
                                                 6
The STELLAR Network of Excellence

The STELLAR Network of Excellence in Technology
Enhanced Learning (http://stellarnet.eu)


Aim: unifying the diverse community of Technology
Enhanced Learning (TEL)


Key activity: supporting researchers with web tools and
infrastructure




                                                          7
Study on Practices

Two exploratory focus groups with researchers from
Technology Enhanced Learning
 14 participants from all major disciplines involved in TEL
 Qualitative analysis


Goals
  Determine the research process in TEL

  Collect web-based practices within the research process




                                                               8
Results




                                                                                                9
Kraker, P., & Lindstaedt, S. (2011). Research Practices on the Web in the Field of Technology
Enhanced Learning. Proceedings of the ACM WebSci’11. Koblenz, Germany.
Results




          10
Results

Identified practices are mostly within the design and the
publication process


Existing practices on the web do not necessarily work in
research


Tools and technologies must be backed by existing
practice,
       or solve an obvious shortcoming in the existing
       practice


                                                            11
Problems in Technology Enhanced
 Learning

Disjoint scientific communities (Gillet et al. 2009)


Low-cross citation rate, low cross-authorship rate (Kirby
et al. 2005, Maurer and Khan 2010)


Multi-disciplinarity instead of inter-disciplinarity


                Can an Open Science help?


                                                            12
Open Science

      “Open Science means opening up the research
     process by making all of its outcomes, and the
    way in which these outcomes were achieved, publicly
            available on the World Wide Web”



                             Open Data               Open Source

                                             Open
                                            Science
                                                        Open
                           Open Access
                                                     Methodology


Kraker, P., Leony, D., Reinhardt, W., & Beham, G. (2011). The Case for an Open Science in    13

Technology Enhanced Learning. International Journal of Technology Enhanced Learning, 6(3),
643-654.
Potential Benefits of an Open Science


Connect research communities – exchange and
discussion


Enables reproducibility of research – increase validity,
efficiency and comparability


Benefits stakeholders – results are earlier available,
fosters open innovation



                                                           14
Overview

              Practices




              The Web
                  in
   Analysis    Science    Tools
                 and
              Research


                            The provision of
                Infra-      web tools for
              structure     opening up the
                            research process   15
Open Archive

E-print archive


Publication metadata
aggregation and dissemination
site


TEL Thesaurus and
TEL Dictionary


http://oa.stellarnet.eu

                                16
TEL Europe

Social network
  Profiles
  Groups
  Blogs


Podcasts
Project results
Personalisable dashboard


http://teleurope.eu
                           17
Widgets on TEL Europe




                   Stream: Mobile Learning (#mlearning)




                                                          18
Overview

                     Practices




                     The Web
                         in
         Analysis     Science    Tools
                        and
                     Research



The development of     Infra-
an online            structure
                                         19
infrastructure to
connect the tools
Publication Feed System

Publication metadata has to be entered in different
locations all the time
  Institutional repository
  Project reporting
  Social reference management system


Goals
  Entering the details only once
  Web standards compliant
  Can be used with existing infrastructure
                                                      20
Publication Feed System




Kraker, P., Fessl, A., Hoefler, P., & Lindstaedt, S. (2010). Feeding TEL: Building an Ecosystem   21

Around BuRST to Convey Publication Metadata. Proceedings of the 2nd International
Workshop on Research 2.0.
Overview
The analysis of
data generated      Practices
by researchers
on the web


                    The Web
                        in
         Analysis    Science    Tools
                       and
                    Research



                      Infra-
                    structure
                                        22
Analysis of Science

Information overload is NOT a contemporary
problem in science
Science has been growing exponentially for
the last 400 years (Price 1961)
  Number of papers (Larsen/von Ins 2010)
  Number of researchers (NSF 2010)
Problems
  Missing overview of research fields
  Missing awareness of current
   developments

                                                       23

                      Price 1961
                      Extended by Leydesdorff (2008)
Awareness of Current Developments




Kraker, P., Wagner, C., Jeanquartier, F., & Lindstaedt, S. (2011). On the Way to a Science   24

Intelligence: Visualizing TEL Tweets for Trend Detection. Proceedings of the 6th European
Conference on Technology Enhanced Learning (pp. 220-232).
Tweet visualisations: Streamgraph
Hashtag: #www2012




                                      25
Tweet visualisations: Weighted Graph
Hashtag:
#arv11




                                          26
Missing overview




                   27
Missing overview




                   28
Visualisation example




                        29
The usual way of doing visualisations
Basis: Citations
  Co-citations as a measure of subject similarity (Small 1973)


                     Paper 2                 Never cited together
 Cited together 10 times
                           Paper 1
                                                                    Paper 7
                                     Cited together 2 times



Problem: Citations take very long to appear in meaningful
quantities (~3-5 years)
 Visualisations actually a look into the past!

                                                                              30
A new approach

Visualisations based on the readership of publications
  Assumptions: Publications that are often read together,
   are of a similar subject (Rowlands & Nicholas 2007, Bollen
   & van de Sompel 2008)


                    Paper 2                Never read together
 Read together 10 times
                          Paper 1
                                                                 Paper 7
                                    Read together 2 times

With collaborative reference management systems such
as Mendeley, we can measure readership
Readership statistics are much earlier available than
citations                                                                  31
Results




Kraker, P., Körner, C., Jack, K., & Granitzer, M. (2012). Harnessing User Library Statistics for   32

Research Evaluation and Knowledge Domain Visualization. Proceedings of the 21st International
Conference Companion on World Wide Web (pp. 1017-1024). Lyon: ACM.
The change in
   Summary                       scientific practices
                                 and the open
                                 science movement
 The analysis of
 data generated      Practices
 by researchers
 on the web


                     The Web
                         in
          Analysis    Science     Tools
                        and
                     Research


                                     The provision of
The development of     Infra-        web tools for
an online            structure       opening up the
infrastructure to                    research process   33

connect the tools
www.know-center.at




Thank you for your
attention!
http://twitter.com/PeterKraker
http://science20.wordpress.com
pkraker@know-center.at




                     gefördert durch das Kompetenzzentrenprogramm

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The Web in Science and Research: A tour through four topics

  • 1. www.know-center.at KMi Podium – July 24, 2012 A tour through four topics related to The Web in Science and Research Peter Kraker gefördert durch das Kompetenzzentrenprogramm
  • 2. Collaborators Nicholas Balacheff Barbara Kump Günter Beham Derick Leony Erik Duval Stefanie Lindstaedt Ronald Fellmann Sandra Murg Angela Fessl Gonzalo Parra Denis Gillet David Pocivalnik Nina Grabowski Wolfgang Reinhardt Michael Granitzer Peter Scott Eelco Herder Thomas Ullmann Patrick Höfler Bram Vandeputte Kris Jack Claudia Wagner Fleur Jeanquartier Fridolin Wild Christian Körner Jerome Zeiliger 2
  • 3. Scientific Activity on the Web Online literature search Collaborative writing and reference management Dissemination via preprints and open archives Knowledge transfer in social networks 3 Crowdsourcing approaches
  • 4. Research 2.0 Research E-Science Science online Context … Studying the use of the web in the scientific process Web Science The interdisciplinary science of the web Social Privacy Networks Online Learning 4
  • 5. Overview Practices The Web in Analysis Science Tools and Research Infra- structure 5
  • 6. The change in Overview scientific practices and the open science movement Practices The Web in Analysis Science Tools and Research Infra- structure 6
  • 7. The STELLAR Network of Excellence The STELLAR Network of Excellence in Technology Enhanced Learning (http://stellarnet.eu) Aim: unifying the diverse community of Technology Enhanced Learning (TEL) Key activity: supporting researchers with web tools and infrastructure 7
  • 8. Study on Practices Two exploratory focus groups with researchers from Technology Enhanced Learning  14 participants from all major disciplines involved in TEL  Qualitative analysis Goals  Determine the research process in TEL  Collect web-based practices within the research process 8
  • 9. Results 9 Kraker, P., & Lindstaedt, S. (2011). Research Practices on the Web in the Field of Technology Enhanced Learning. Proceedings of the ACM WebSci’11. Koblenz, Germany.
  • 10. Results 10
  • 11. Results Identified practices are mostly within the design and the publication process Existing practices on the web do not necessarily work in research Tools and technologies must be backed by existing practice, or solve an obvious shortcoming in the existing practice 11
  • 12. Problems in Technology Enhanced Learning Disjoint scientific communities (Gillet et al. 2009) Low-cross citation rate, low cross-authorship rate (Kirby et al. 2005, Maurer and Khan 2010) Multi-disciplinarity instead of inter-disciplinarity Can an Open Science help? 12
  • 13. Open Science “Open Science means opening up the research process by making all of its outcomes, and the way in which these outcomes were achieved, publicly available on the World Wide Web” Open Data Open Source Open Science Open Open Access Methodology Kraker, P., Leony, D., Reinhardt, W., & Beham, G. (2011). The Case for an Open Science in 13 Technology Enhanced Learning. International Journal of Technology Enhanced Learning, 6(3), 643-654.
  • 14. Potential Benefits of an Open Science Connect research communities – exchange and discussion Enables reproducibility of research – increase validity, efficiency and comparability Benefits stakeholders – results are earlier available, fosters open innovation 14
  • 15. Overview Practices The Web in Analysis Science Tools and Research The provision of Infra- web tools for structure opening up the research process 15
  • 16. Open Archive E-print archive Publication metadata aggregation and dissemination site TEL Thesaurus and TEL Dictionary http://oa.stellarnet.eu 16
  • 17. TEL Europe Social network  Profiles  Groups  Blogs Podcasts Project results Personalisable dashboard http://teleurope.eu 17
  • 18. Widgets on TEL Europe Stream: Mobile Learning (#mlearning) 18
  • 19. Overview Practices The Web in Analysis Science Tools and Research The development of Infra- an online structure 19 infrastructure to connect the tools
  • 20. Publication Feed System Publication metadata has to be entered in different locations all the time  Institutional repository  Project reporting  Social reference management system Goals  Entering the details only once  Web standards compliant  Can be used with existing infrastructure 20
  • 21. Publication Feed System Kraker, P., Fessl, A., Hoefler, P., & Lindstaedt, S. (2010). Feeding TEL: Building an Ecosystem 21 Around BuRST to Convey Publication Metadata. Proceedings of the 2nd International Workshop on Research 2.0.
  • 22. Overview The analysis of data generated Practices by researchers on the web The Web in Analysis Science Tools and Research Infra- structure 22
  • 23. Analysis of Science Information overload is NOT a contemporary problem in science Science has been growing exponentially for the last 400 years (Price 1961)  Number of papers (Larsen/von Ins 2010)  Number of researchers (NSF 2010) Problems  Missing overview of research fields  Missing awareness of current developments 23 Price 1961 Extended by Leydesdorff (2008)
  • 24. Awareness of Current Developments Kraker, P., Wagner, C., Jeanquartier, F., & Lindstaedt, S. (2011). On the Way to a Science 24 Intelligence: Visualizing TEL Tweets for Trend Detection. Proceedings of the 6th European Conference on Technology Enhanced Learning (pp. 220-232).
  • 26. Tweet visualisations: Weighted Graph Hashtag: #arv11 26
  • 30. The usual way of doing visualisations Basis: Citations  Co-citations as a measure of subject similarity (Small 1973) Paper 2 Never cited together Cited together 10 times Paper 1 Paper 7 Cited together 2 times Problem: Citations take very long to appear in meaningful quantities (~3-5 years)  Visualisations actually a look into the past! 30
  • 31. A new approach Visualisations based on the readership of publications  Assumptions: Publications that are often read together, are of a similar subject (Rowlands & Nicholas 2007, Bollen & van de Sompel 2008) Paper 2 Never read together Read together 10 times Paper 1 Paper 7 Read together 2 times With collaborative reference management systems such as Mendeley, we can measure readership Readership statistics are much earlier available than citations 31
  • 32. Results Kraker, P., Körner, C., Jack, K., & Granitzer, M. (2012). Harnessing User Library Statistics for 32 Research Evaluation and Knowledge Domain Visualization. Proceedings of the 21st International Conference Companion on World Wide Web (pp. 1017-1024). Lyon: ACM.
  • 33. The change in Summary scientific practices and the open science movement The analysis of data generated Practices by researchers on the web The Web in Analysis Science Tools and Research The provision of The development of Infra- web tools for an online structure opening up the infrastructure to research process 33 connect the tools
  • 34. www.know-center.at Thank you for your attention! http://twitter.com/PeterKraker http://science20.wordpress.com pkraker@know-center.at gefördert durch das Kompetenzzentrenprogramm