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WEBOMETRICS: An indicator of web
presence
FA-ED, VENUS
MANGACO, ORPHA
What is Webometrics?
Webometrics is....
(a) a set of quantitative techniques for
tracking and evaluating the impact of web
sites and online ideas and
(b) the information science research field
that developed these ideas.
• According to Björneborn and Ingwersen
(2004), the definition of webometrics is
"the study of the quantitative aspects of
the construction and use of information
resources, structures and technologies on
the Web drawing on bibliometric ad
informetric appraches."
• A second definition of webometrics has
also been introduced, "the study of web-
based content with primarily quantitative
methods for social science research goals
using techniques that are not specific to
one field of study" (Thelwall, 2009), which
emphasizes the development of applied
methods for use in the wider social
sciences.
• The term webometrics was coined
in 1997 by Tomas Almind and
Peter Ingwersen in recognition that
informetric analyses could be
applied to the web
WHY WEBOMETRICS?
.The Ranking Web or Webometrics is the largest
academic ranking of Higher Education
Institutions. Since 2004 and every six months an
independent, objective, free, open scientific
exercise is performed by the Cybermetrics Lab
(Spanish National Research Council, CSIC) for
the providing reliable, multidimensional, updated
and useful information about the performance of
universities from all over the world based on
their web presence and impact.
• Webometrics only publish a unique Ranking of
Universities in every edition. The combination
of indicators is the result of a careful
investigation and it is not open to individual
choosing by users without enough knowledge
or expertise in this field.
• Webometrics is a ranking of all the universities
of the world, not only a few hundred
institutions from the developed world. Of
course, “World-class” universities usually are
not small or very specialized institutions.
• It intend to motivate both institutions and
scholars to have a web presence that
reflect accurately their activities. If the web
performance of an institution is below the
expected position according to their
academic excellence, university
authorities should reconsider their web
policy, promoting substantial increases of
the volume and quality of their electronic
publications.
• Webometrics is continuously researching
for improving the ranking, changing or
evolving the indicators and the weighing
model to provide a better classification. It
is a shame that a few rankings maintain
stability between editions without
correcting errors o tuning up indicators.
CRITERIA IN
WEBOMETRICS
RANKING
CRITERIA IN WEBOMETRICS
RANKING
ACTIVITY (50%)
• PRESENCE (1/3). The global volume of
contents published on the university
webdomains as indexed by the largest
commercial search engine (Google). It counts
every webpage, including all the formats
recognized individually by Google, both static
and dynamic pages. For the purposes of the
Ranking the web presence is a good proxy of
the activities performed by the Universities in
the 21st century.
• EXCELLENCE (1/3). The academic
papers published in high impact
international journals are playing a very
important role in the ranking of
Universities. Deepening the commitment
to this measurement started in previous
edition we are introducing the Excellence
indicator, the university scientific output
being part of the 10% of the most cited
papers in their respective scientific fields.
Although this is a measure of high quality
output of research institutions, the data
provider Scimago group supplied non-zero
values for more than 5200 universities
(period 2003-2010).
• OPENNESS (1/3). The global effort to
set up institutional research repositories is
explicitly recognized in this indicator that
takes into account the number of rich files
(pdf, doc, docx, ppt) published in
dedicated websites according to the
academic search engine Google Scholar.
Both the total files and the ones with
correctly formed file names are considered
(for example, the Adobe Acrobat files
should end with the suffix .pdf) for the
(new) period 2008-2012.
VISIBILITY (50%)
• IMPACT. The quality of the contents is
evaluated through a "virtual referendum",
counting all the external inlinks that the
University webdomain receives from third parties.
Those links are recognizing the institutional
prestige, the academic performance, the value of
the information, and the usefulness of the
services as introduced in the webpages
according to the criteria of millions of web editors
from all over the world. The link visibility data is
collected from the two most important providers
of this information: Majestic SEO and ahrefs, that
provides an overlapping scenario very close to a
true global coverage
ISSUES
AND
IMPACTS
• Coverage.
Webometrics is the largest ranking by
number of HEIs analyzed, but there is no
classification of the different institutional
types, so research-intensive universities
are listed together with community
colleges or theological seminaries.
However the rank segregates all of them
so it is not difficult to build sub-rankings for
those interested.
•  University missions.
The direct measurement of teaching mission
is virtually unfeasible and those evaluations
based on surveys (subjective), ratios of
students/scholars (data unreliable and results
not segregating) or employment results (with
many variables involved other than quality of
teaching) should be avoided.
• Big numbers.
Quality of the data does not only depend of
the source used, but also of the numbers
involved. For example, the number of
universities with more than one Nobel Prize is
probably lower than 200 (including all of those
granted since 1900) that makes very difficult to
rank them correctly. The same applies to
citation data, the most powerful bibliometric tool
that is providing figures in the order of
thousands and tens of thousands.
•   Size-dependent.
There is no debate about this issue: The most
popular rankings, including Webometrics, are
size dependent, although size does not refer to
number of scholars or students (Harvard or
especially MIT are not large in that sense) but
probably to resources (current funding, past
funding reflected in buildings, laboratories or
libraries).
•    Bad naming practices.
University managers are still fighting for
convincing their authors to assign the correct
affiliations in the scientific publications.
Situation is not far better in the Web with
several hundred institutions having more than
one central webdomain, preserving active old
domains, using alternative domains for
international (English) contents or sharing
domains with third parties.
• These changes and, especially the
preservation along the time of several
domains, penalizes very severely in
Webometrics ranking. But of course it is
also a very misleading practice that
decreases the web visibility of the
universities. Probably it has not so strong
effect on local populations, but it is really
confusing for the global audiences.
•   Fake and non-accredited universities.
We try to do the best for not including
fake institutions, checking especially
online, international and foreign branches
if they have independent web domain or
subdomain. Any suggestion on these
issues is greatly welcomed.
References:
• http://www.webometrics.info/en/Methodolo
gy

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Webometrics Indicator Tracks University Web Impact

  • 1. WEBOMETRICS: An indicator of web presence FA-ED, VENUS MANGACO, ORPHA
  • 2. What is Webometrics? Webometrics is.... (a) a set of quantitative techniques for tracking and evaluating the impact of web sites and online ideas and (b) the information science research field that developed these ideas.
  • 3. • According to Björneborn and Ingwersen (2004), the definition of webometrics is "the study of the quantitative aspects of the construction and use of information resources, structures and technologies on the Web drawing on bibliometric ad informetric appraches."
  • 4. • A second definition of webometrics has also been introduced, "the study of web- based content with primarily quantitative methods for social science research goals using techniques that are not specific to one field of study" (Thelwall, 2009), which emphasizes the development of applied methods for use in the wider social sciences.
  • 5. • The term webometrics was coined in 1997 by Tomas Almind and Peter Ingwersen in recognition that informetric analyses could be applied to the web
  • 6. WHY WEBOMETRICS? .The Ranking Web or Webometrics is the largest academic ranking of Higher Education Institutions. Since 2004 and every six months an independent, objective, free, open scientific exercise is performed by the Cybermetrics Lab (Spanish National Research Council, CSIC) for the providing reliable, multidimensional, updated and useful information about the performance of universities from all over the world based on their web presence and impact.
  • 7. • Webometrics only publish a unique Ranking of Universities in every edition. The combination of indicators is the result of a careful investigation and it is not open to individual choosing by users without enough knowledge or expertise in this field. • Webometrics is a ranking of all the universities of the world, not only a few hundred institutions from the developed world. Of course, “World-class” universities usually are not small or very specialized institutions.
  • 8. • It intend to motivate both institutions and scholars to have a web presence that reflect accurately their activities. If the web performance of an institution is below the expected position according to their academic excellence, university authorities should reconsider their web policy, promoting substantial increases of the volume and quality of their electronic publications.
  • 9. • Webometrics is continuously researching for improving the ranking, changing or evolving the indicators and the weighing model to provide a better classification. It is a shame that a few rankings maintain stability between editions without correcting errors o tuning up indicators.
  • 11. CRITERIA IN WEBOMETRICS RANKING ACTIVITY (50%) • PRESENCE (1/3). The global volume of contents published on the university webdomains as indexed by the largest commercial search engine (Google). It counts every webpage, including all the formats recognized individually by Google, both static and dynamic pages. For the purposes of the Ranking the web presence is a good proxy of the activities performed by the Universities in the 21st century.
  • 12. • EXCELLENCE (1/3). The academic papers published in high impact international journals are playing a very important role in the ranking of Universities. Deepening the commitment to this measurement started in previous edition we are introducing the Excellence indicator, the university scientific output being part of the 10% of the most cited papers in their respective scientific fields. Although this is a measure of high quality output of research institutions, the data provider Scimago group supplied non-zero values for more than 5200 universities (period 2003-2010).
  • 13. • OPENNESS (1/3). The global effort to set up institutional research repositories is explicitly recognized in this indicator that takes into account the number of rich files (pdf, doc, docx, ppt) published in dedicated websites according to the academic search engine Google Scholar. Both the total files and the ones with correctly formed file names are considered (for example, the Adobe Acrobat files should end with the suffix .pdf) for the (new) period 2008-2012.
  • 14. VISIBILITY (50%) • IMPACT. The quality of the contents is evaluated through a "virtual referendum", counting all the external inlinks that the University webdomain receives from third parties. Those links are recognizing the institutional prestige, the academic performance, the value of the information, and the usefulness of the services as introduced in the webpages according to the criteria of millions of web editors from all over the world. The link visibility data is collected from the two most important providers of this information: Majestic SEO and ahrefs, that provides an overlapping scenario very close to a true global coverage
  • 16. • Coverage. Webometrics is the largest ranking by number of HEIs analyzed, but there is no classification of the different institutional types, so research-intensive universities are listed together with community colleges or theological seminaries. However the rank segregates all of them so it is not difficult to build sub-rankings for those interested.
  • 17. •  University missions. The direct measurement of teaching mission is virtually unfeasible and those evaluations based on surveys (subjective), ratios of students/scholars (data unreliable and results not segregating) or employment results (with many variables involved other than quality of teaching) should be avoided.
  • 18. • Big numbers. Quality of the data does not only depend of the source used, but also of the numbers involved. For example, the number of universities with more than one Nobel Prize is probably lower than 200 (including all of those granted since 1900) that makes very difficult to rank them correctly. The same applies to citation data, the most powerful bibliometric tool that is providing figures in the order of thousands and tens of thousands.
  • 19. •   Size-dependent. There is no debate about this issue: The most popular rankings, including Webometrics, are size dependent, although size does not refer to number of scholars or students (Harvard or especially MIT are not large in that sense) but probably to resources (current funding, past funding reflected in buildings, laboratories or libraries).
  • 20. •    Bad naming practices. University managers are still fighting for convincing their authors to assign the correct affiliations in the scientific publications. Situation is not far better in the Web with several hundred institutions having more than one central webdomain, preserving active old domains, using alternative domains for international (English) contents or sharing domains with third parties.
  • 21. • These changes and, especially the preservation along the time of several domains, penalizes very severely in Webometrics ranking. But of course it is also a very misleading practice that decreases the web visibility of the universities. Probably it has not so strong effect on local populations, but it is really confusing for the global audiences.
  • 22. •   Fake and non-accredited universities. We try to do the best for not including fake institutions, checking especially online, international and foreign branches if they have independent web domain or subdomain. Any suggestion on these issues is greatly welcomed.
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