Biol Cybern
DOI 10.1007/s00422-014-0617-3
ORIGINAL PAPER
Analysis of worldwide research in the field of cybernetics
during 1997–2011
Virender Singh · Alicia Perdigones ·
José Luis García · Ignacio Cañas-Guerrero ·
Fernando R. Mazarrón
Received: 26 September 2013 / Accepted: 17 June 2014
© Springer-Verlag Berlin Heidelberg 2014
Abstract The study provides an overview of the research
activity carried out in the field of cybernetics. To do so, all
research papers from 1997 to 2011 (16,445 research papers)
under the category of “Computer Science, Cybernetics” of
Web of Science have been processed using our in-house soft-
ware which is developed specifically for this purpose. Among
its multiple capabilities, this software analyses individual
and compound keywords, quantifies productivity taking into
account the work distribution, estimates the impact of each
article and determines the collaborations established at dif-
ferent scales. Keywords analysis identifies the evolution of
the most important research topics in the field of cybernet-
ics and their specificity in biological aspects, as well as the
research topics with lesser interest. The analysis of productiv-
ity, impact and collaborations provides a framework to assess
research activity in a specific and realistic context. The geo-
graphical and institutional distribution of publications reveals
the leading countries and research centres, analysing their
relation to main research journals. Moreover, collaborations
analysis reveals great differences in terms of international-
ization and complexity of research networks. The results of
this study may be very useful for the characterization and the
decisions made by research in the field of cybernetics.
Keywords Bibliometric analysis · Computer science ·
Cybernetics · Web of science · Research activity
V. Singh · A. Perdigones · J. L. García · I. Cañas-Guerrero ·
F. R. Mazarrón (B )
Polytechnic University of Madrid, Madrid, Spain
e-mail: f.ruiz@upm.es
1 Introduction
The results of most of the research are disseminated through
a process of written communication, in the form of scientific
and research publications. Precise quantification of scientific
output in the short term is not an easy task, but is critical to
evaluate scientists, laboratories, departments and institutions
(Kreiman and Maunsell 2011). In the situation of high vol-
ume of scientific production, bibliometric analysis has been
extensively used to carry out overall analysis.
Bibliometrics is a set of methods to quantitatively analyse
scientific and technological literature. Bibliometric studies
are systematically conducted to evaluate the relative impor-
tance of scientific production in a specific field. This approach
provides a pivotal tool to interpret the temporary evolution
and the geographical distribution of research on a specific
topic (Ugolini et al. 2010).
To know the status of research in a particular field, the
analysis of scientific publications is the most prevalent and
at the same time one of most debated methods, particu-
larly in relation to quality analysis (qualitative evaluation)
rather than quantity (quantitative evaluation) (Rojas-Sola and
Jorda-Albinana 2009). Qualitative assessment of scientific
publications can be performed in various ways, being the
most utilized the number of received citations and the impact
factor (IF) published by the Institute for Scientific Informa-
tion (ISI). Despite the many criticisms that the IF may have,
there is no other system which is widely accepted by the sci-
entific community and academic administrators (Rojas-Sola
and Jorda-Albinana 2009).
Bibliometric indicators can be used to take investment
decisions related to R&D projects and to identify rate of
change of the usage of specific technology, selection process
of researchers, promotion of researchers and research cen-
tres, etc. At the management and policy level, bibliomet-
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