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Visualization of research activities at
Wageningen UR

Based upon co-citation of journals in articles published by
research groups between 2006 and 2011

Marco G.P. van Veller, Wageningen UR Library
Research domains


                    Health, Lifestyle, Livelihood




                                         Living Environment
         Food and Food production
Wageningen UR



 Hybrid organization
 Wageningen U(niversity) and R(esearch)
Research organization



 Graduate schools (6 coordinated by Wageningen UR)
 Research departments (5 at Wageningen UR)
    ● Animal, Plant, Environmental, Social,
      Agrotechnology & Food Sciences)
 Research institutes (9 at Wageningen UR)
 Chair groups (92 with sometimes more than 1 chair)
 Individual staff
Online journal use at Wageningen UR
Online journal use at Wageningen UR
Article downloads


 Counter reports
 IP range: 137.224.0.0-137.224.255.255
    ● not linked to research groups
 Usage for Wageningen UR as a whole
“Real” article downloads

 Representativeness of downloads for usage
 Journal importance for research
    ● citing & publishing
Journal usage per research group



 Collection management (library)
    ● Include appropriate journals
    ● Cost allocation journal subscriptions
 Journal recommendation (users)
    ● Core journals for scientific disciplines
 Research strategies (management)
    ● Collaboration between groups         similarity analysis
    ● Appointment of new staff
Wageningen Yield




references    ISI-number               publications        work-relations




                                                      journal usage for
   references per journal for research groups
                                                      research groups
References per journal



            Number of references in articles
            Group 1       Group 2       Group 3       Group 4       Group 5
Journal 1         107           52           170            72            32
Journal 2          25               0        359           171           394
Journal 3         366          136                0             5        205
Journal 4          10               4        135            56           158
Journal 5             0             8         14                6             0
All
journals          508          200           678           310           789
Relative contribution of citations to journal
j by group g
Relative contribution per journal

             Relative number of references per journal
             Group 1     Group 2     Group 3     Group 4     Group 5
 Journal 1        0.21        0.26        0.25        0.23        0.04
 Journal 2        0.05        0.00        0.53        0.55        0.50
 Journal 3        0.72        0.68        0.00        0.02        0.26
 Journal 4        0.02        0.02        0.20        0.18        0.20
 Journal 5        0.00        0.04        0.02        0.02        0.00
Similarity between groups g and k based
upon relative contributions of citations in
journals j=1....n
Similarity between research groups

               Group 1   Group 2   Group 3   Group 4   Group 5
 Group 1             1      0.91      0.28       0.3      0.37
 Group 2          0.91         1      0.29      0.29      0.32
 Group 3          0.28      0.29         1      0.96      0.74
 Group 4           0.3      0.29      0.96         1      0.74
 Group 5          0.37      0.32      0.74      0.74         1


               Group 1   Group 2   Group 3   Group 4   Group 5
 Number
 of articles       20         4        18         7        35
Network of research groups




                             VOSviewer
Publications and references 2006-2011

               13546 articles




                                512607 references
Journal citations related to journal
publications


        Nature
Journal citations related to journal
publications




                            Wageningen Journal of Life sciences
Most cited journals (n=9343)

Journal                                                             2006-
                    2006    2007    2008    2009    2010    2011     2011
Nature              764     947     999     1233    1365    1467    6775
PNAS                699     904     1020    1158    1375    1573    6711
Science             663     840     918     1133    1271    1486    6311
Applied and
environmental
microbiology        640     692     986     969      966    875     5128
Journal of dairy
science             413     499     603     518      691    933     3657
Plant physiology    533     543     608     591      663    623     3561
...                   ...     ...     ...     ...     ...     ...      ...
World agriculture      0       0       0       0       0       1        1
Cited journals – Wageningen UR




                     Journal of hepatology
                     32 refences - #1791
                     90% of all citations covered
Cited journals – Operations research and
logistics group
Cited journals – Operations research and
logistics group




       journals with > 32 citations
Cited journals – Operations research and
logistics group



75%




       journals with > 32 citations
Visualization research output Wageningen UR




                                      VOSviewer
Plant breeding 2006
Plant breeding 2007
Plant breeding 2008
Plant breeding 2009
Plant breeding 2010
Plant breeding 2011
Similarity to Plant breeding 2006-2011

2006           2007           2008             2009              2010             2011
Plant           Plant         Plant breeding   Plant breeding    Plant breeding   Plant breeding
breeding        breeding      (PBR)            (PBR)             (PBR)            (PBR)
(PBR)           (PBR)

PRI             Genetics                                        WUR Plant         PRI
Biodiversity                  PRI Biodiversity PRI Biodiversity Breeding          Biodiversity

Phytopatho-    Molecular      Genetics         Genetics          PRI Biodiversity WUR Plant
logy           biology                                                            Breeding

AFSG Quality   Plant          Biosystematics   Centre Genetic    Biosystematics Genetics
in chains      physiology                      Resources

Genetics       Plant cell     Centre Genetic   Genetics          Cell biology     Centre
               biology        Resources                                           Genetic
                                                                                  Resources
Biosystema-    Phytopatho-    Horticultural    PRI               Genetics         PRI
tics           logy           supply chains    Biointeractions                    Biointeractions
               PRI                                               Centre Genetic
               Biodiversity                                      Resources
Application new professor Biosystematics
Core journals in library catalogue
Allocation costs journal subscriptions -
  citations

Journal                                                   Total
                   PSG     ASG     SSG    AFSG    ESG citations   Price
Nature             989     341      59     511    753     2653 $ 2130
PNAS               1225    325      29     787    166     2532    $ 471
Science            970     239      99     529    594     2431    $ 609
Applied and
environmental
microbiology       696     257      27    1320    139     2439    $ 993
Journal of dairy
science             92     1169    149     212     38     1660    $ 365
Plant physiology   1296       4      2     379     59     1740    $ 292
...                  ...     ...    ...     ...     ...     ...      ...
Limosa                4       0      0       0     22       26     $ 39
Allocation costs journal subscriptions -
  fractions

Journal
                         PSG          ASG          SSG      AFSG             ESG    Price
Nature                   0.37         0.13         0.02         0.19         0.28 $ 2130
PNAS                     0.48         0.13         0.01         0.31         0.07   $ 471
Science                  0.40         0.10         0.04         0.22         0.24   $ 609
Applied and
environmental
microbiology             0.29         0.11         0.01         0.54         0.06   $ 993
Journal of dairy
science                  0.06         0.70         0.09         0.13         0.02   $ 365
Plant physiology         0.74         0.00         0.00         0.22         0.03   $ 292
...                ...          ...          ...          ...          ...             ...
Limosa                   0.15         0.00         0.00         0.00         0.85    $ 39
Allocation costs journal subscriptions -
  prices

Journal
                          PSG          ASG          SSG      AFSG              ESG    Price
Nature                   $ 794     $ 274            $ 47 $ 410                $ 605 $ 2130
PNAS                     $ 228         $ 60          $ 5 $ 146                 $ 31   $ 471
Science                  $ 243         $ 60         $ 25 $ 133                $ 149   $ 609
Applied and
environmental
microbiology             $ 283     $ 105            $ 11 $ 537                 $ 57   $ 993
Journal of dairy
science                   $ 20     $ 257            $ 33         $ 47           $8    $ 365
Plant physiology         $ 217          $1           $0          $ 64          $ 10   $ 292
...                ...           ...          ...          ...          ...              ...
Limosa                     $6           $0           $0           $0           $ 33    $ 39
Allocation costs journal subscriptions –
  total prices

Journal
                PSG       ASG      SSG     AFSG       ESG        Price
All
journals
           $ 323,382 $ 232,247 $ 57,037 $621,071 $ 270,389 $ 1,504,125
Allocation costs journal subscriptions –
  Spikman factor

Journal
                 PSG    ASG    SSG    AFSG   ESG
  All journals

                 0.21   0.15   0.04   0.41   0.18
References



 Van Eck, N.J. & Waltman, L. (2011). VOSviewer version
 1.4.0. Center for Science and Technology Studies. Leiden
 University. Available via http://www.vosviewer.com/
 Web article
Acknowledgements
Questions

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Visualization of research activities at Wageningen UR

  • 1. Visualization of research activities at Wageningen UR Based upon co-citation of journals in articles published by research groups between 2006 and 2011 Marco G.P. van Veller, Wageningen UR Library
  • 2. Research domains Health, Lifestyle, Livelihood Living Environment Food and Food production
  • 3. Wageningen UR  Hybrid organization  Wageningen U(niversity) and R(esearch)
  • 4. Research organization  Graduate schools (6 coordinated by Wageningen UR)  Research departments (5 at Wageningen UR) ● Animal, Plant, Environmental, Social, Agrotechnology & Food Sciences)  Research institutes (9 at Wageningen UR)  Chair groups (92 with sometimes more than 1 chair)  Individual staff
  • 5. Online journal use at Wageningen UR
  • 6. Online journal use at Wageningen UR
  • 7. Article downloads  Counter reports  IP range: 137.224.0.0-137.224.255.255 ● not linked to research groups  Usage for Wageningen UR as a whole
  • 8. “Real” article downloads  Representativeness of downloads for usage  Journal importance for research ● citing & publishing
  • 9. Journal usage per research group  Collection management (library) ● Include appropriate journals ● Cost allocation journal subscriptions  Journal recommendation (users) ● Core journals for scientific disciplines  Research strategies (management) ● Collaboration between groups similarity analysis ● Appointment of new staff
  • 10. Wageningen Yield references ISI-number publications work-relations journal usage for references per journal for research groups research groups
  • 11. References per journal Number of references in articles Group 1 Group 2 Group 3 Group 4 Group 5 Journal 1 107 52 170 72 32 Journal 2 25 0 359 171 394 Journal 3 366 136 0 5 205 Journal 4 10 4 135 56 158 Journal 5 0 8 14 6 0 All journals 508 200 678 310 789
  • 12. Relative contribution of citations to journal j by group g
  • 13. Relative contribution per journal Relative number of references per journal Group 1 Group 2 Group 3 Group 4 Group 5 Journal 1 0.21 0.26 0.25 0.23 0.04 Journal 2 0.05 0.00 0.53 0.55 0.50 Journal 3 0.72 0.68 0.00 0.02 0.26 Journal 4 0.02 0.02 0.20 0.18 0.20 Journal 5 0.00 0.04 0.02 0.02 0.00
  • 14. Similarity between groups g and k based upon relative contributions of citations in journals j=1....n
  • 15. Similarity between research groups Group 1 Group 2 Group 3 Group 4 Group 5 Group 1 1 0.91 0.28 0.3 0.37 Group 2 0.91 1 0.29 0.29 0.32 Group 3 0.28 0.29 1 0.96 0.74 Group 4 0.3 0.29 0.96 1 0.74 Group 5 0.37 0.32 0.74 0.74 1 Group 1 Group 2 Group 3 Group 4 Group 5 Number of articles 20 4 18 7 35
  • 16. Network of research groups VOSviewer
  • 17. Publications and references 2006-2011 13546 articles 512607 references
  • 18. Journal citations related to journal publications Nature
  • 19. Journal citations related to journal publications Wageningen Journal of Life sciences
  • 20. Most cited journals (n=9343) Journal 2006- 2006 2007 2008 2009 2010 2011 2011 Nature 764 947 999 1233 1365 1467 6775 PNAS 699 904 1020 1158 1375 1573 6711 Science 663 840 918 1133 1271 1486 6311 Applied and environmental microbiology 640 692 986 969 966 875 5128 Journal of dairy science 413 499 603 518 691 933 3657 Plant physiology 533 543 608 591 663 623 3561 ... ... ... ... ... ... ... ... World agriculture 0 0 0 0 0 1 1
  • 21. Cited journals – Wageningen UR Journal of hepatology 32 refences - #1791 90% of all citations covered
  • 22. Cited journals – Operations research and logistics group
  • 23. Cited journals – Operations research and logistics group journals with > 32 citations
  • 24. Cited journals – Operations research and logistics group 75% journals with > 32 citations
  • 25. Visualization research output Wageningen UR VOSviewer
  • 32. Similarity to Plant breeding 2006-2011 2006 2007 2008 2009 2010 2011 Plant Plant Plant breeding Plant breeding Plant breeding Plant breeding breeding breeding (PBR) (PBR) (PBR) (PBR) (PBR) (PBR) PRI Genetics WUR Plant PRI Biodiversity PRI Biodiversity PRI Biodiversity Breeding Biodiversity Phytopatho- Molecular Genetics Genetics PRI Biodiversity WUR Plant logy biology Breeding AFSG Quality Plant Biosystematics Centre Genetic Biosystematics Genetics in chains physiology Resources Genetics Plant cell Centre Genetic Genetics Cell biology Centre biology Resources Genetic Resources Biosystema- Phytopatho- Horticultural PRI Genetics PRI tics logy supply chains Biointeractions Biointeractions PRI Centre Genetic Biodiversity Resources
  • 33. Application new professor Biosystematics
  • 34. Core journals in library catalogue
  • 35. Allocation costs journal subscriptions - citations Journal Total PSG ASG SSG AFSG ESG citations Price Nature 989 341 59 511 753 2653 $ 2130 PNAS 1225 325 29 787 166 2532 $ 471 Science 970 239 99 529 594 2431 $ 609 Applied and environmental microbiology 696 257 27 1320 139 2439 $ 993 Journal of dairy science 92 1169 149 212 38 1660 $ 365 Plant physiology 1296 4 2 379 59 1740 $ 292 ... ... ... ... ... ... ... ... Limosa 4 0 0 0 22 26 $ 39
  • 36. Allocation costs journal subscriptions - fractions Journal PSG ASG SSG AFSG ESG Price Nature 0.37 0.13 0.02 0.19 0.28 $ 2130 PNAS 0.48 0.13 0.01 0.31 0.07 $ 471 Science 0.40 0.10 0.04 0.22 0.24 $ 609 Applied and environmental microbiology 0.29 0.11 0.01 0.54 0.06 $ 993 Journal of dairy science 0.06 0.70 0.09 0.13 0.02 $ 365 Plant physiology 0.74 0.00 0.00 0.22 0.03 $ 292 ... ... ... ... ... ... ... Limosa 0.15 0.00 0.00 0.00 0.85 $ 39
  • 37. Allocation costs journal subscriptions - prices Journal PSG ASG SSG AFSG ESG Price Nature $ 794 $ 274 $ 47 $ 410 $ 605 $ 2130 PNAS $ 228 $ 60 $ 5 $ 146 $ 31 $ 471 Science $ 243 $ 60 $ 25 $ 133 $ 149 $ 609 Applied and environmental microbiology $ 283 $ 105 $ 11 $ 537 $ 57 $ 993 Journal of dairy science $ 20 $ 257 $ 33 $ 47 $8 $ 365 Plant physiology $ 217 $1 $0 $ 64 $ 10 $ 292 ... ... ... ... ... ... ... Limosa $6 $0 $0 $0 $ 33 $ 39
  • 38. Allocation costs journal subscriptions – total prices Journal PSG ASG SSG AFSG ESG Price All journals $ 323,382 $ 232,247 $ 57,037 $621,071 $ 270,389 $ 1,504,125
  • 39. Allocation costs journal subscriptions – Spikman factor Journal PSG ASG SSG AFSG ESG All journals 0.21 0.15 0.04 0.41 0.18
  • 40. References  Van Eck, N.J. & Waltman, L. (2011). VOSviewer version 1.4.0. Center for Science and Technology Studies. Leiden University. Available via http://www.vosviewer.com/  Web article