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International Journal on Digital Libraries (2019) 20:205–207
https://doi.org/10.1007/s00799-018-0264-8
Recent applications of Knowledge Organization Systems: introduction
to a special issue
Koraljka Golub1 · Rudi Schmiede2 · Douglas Tudhope3
Published online: 21 November 2018
© Springer-Verlag GmbH Germany, part of Springer Nature 2018
1 Introduction
Knowledge Organization Systems (KOS), in the form of classification systems, thesauri, lexical databases, ontologies,
gazetteers, and taxonomies, more than ever play a crucial role
in digital information management and applications generally. Carrying semantics in a well-controlled and documented
way, Knowledge Organization Systems serve a variety of
important functions such as: tools for representation and
indexing of information and documents, knowledge-based
support to information searchers, semantic road maps to
domains and disciplines, communication tools that provide
a conceptual framework, and a conceptual underpinning for
knowledge-based systems.
The European NKOS network has held a long-running
series of annual workshops at the International Conference on Theory and Practice of Digital Libraries (TPDL),
earlier known as the European Conference on Digital
Libraries (ECDL). For details of North American and
other NKOS network events, see http://nkos.slis.kent.edu/.
Special issues on Networked Knowledge Organization Systems (NKOS) have been published in Journal of Digital
Information in 2001 (https://journals.tdl.org/jodi/index.php/
jodi/issue/view/8) [1] and 2004 (https://journals.tdl.org/jodi/
index.php/jodi/issue/view/20) [2], the New Review of Hypermedia and Multimedia in 2006 (http://www.tandfonline.
B Koraljka Golub
koraljka.golub@lnu.se
Rudi Schmiede
schmiede@ifs.tu-darmstadt.de
Douglas Tudhope
douglas.tudhope@southwales.ac.uk
1
iInstitute, Linnaeus University, 351 95 Växjö, Sweden
2
Institut für Soziologie, Technische Universität Darmstadt,
Dieburger Straße 203, 64287 Darmstadt, Germany
3
Hypermedia Research Group, Faculty of Computing,
Engineering and Science, University of South Wales,
Pontypridd CF37 1DL, UK
com/toc/tham20/12/1) [3], the International Journal of Digital Libraries in 2016 (https://link.springer.com/journal/799/
17/1/page/1) [4], and a KOS review article in 2004 [5].
This special NKOS issue of the International Journal of
Digital Libraries has evolved from the 16th European Networked Knowledge Organization Systems (NKOS) Workshop at the International Conference on Dublin Core and
Metadata Applications 2016 (DC) and the 15th European
NKOS Workshop at International Conference on Theory and
Practice of Digital Libraries 2016 (TPDL). Following the
workshops, a general call for papers was issued. The papers
in the issue span broad themes of Linked Data vocabularies,
the NKOS community, named entities, automatic indexing,
terminological resources, and ontologies (as two examples
of KOS).
2 Special issue papers
The issue presents five papers on both conceptual aspects
and technical implementation of NKOS. These papers are
introduced and referenced below.
2.1 Marcia Lei Zeng and Philipp Mayr: Knowledge
Organization Systems (KOS) in the Semantic
Web: a multi-dimensional review
The paper is a state-of-the-art overview of the linked open
data (LOD) landscape of Knowledge Organization Systems.
Since the Simple Knowledge Organization System (SKOS)
specification and its SKOS eXtension for Labels (SKOSXL) became a formal W3C recommendations in 2009, a
significant number of conventional KOS (including thesauri,
classification schemes, name authorities, and lists of codes
and terms) have been transformed to fit into the Semantic Web. This work is a discussion of the impact that the
LOD KOS movement has brought to various communities
and users. The beneficiaries include not only two traditional groups, i.e., value vocabulary constructors/providers
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and cataloguers/indexers who have a long history of applying the vocabularies to their products, but also LOD dataset
producers/LOD service providers, information architects
and interface designers, and researchers in sciences and
humanities. Based on a set of collected cases, ranging from
experimental to implemented applications, the functions of
LOD KOS are examined from multiple dimensions.
2.2 Fariba Karimi, Philipp Mayr and Fakhri Momeni:
Analyzing the network structure and gender
differences among the members
of the Networked Knowledge Organization
Systems (NKOS) Community
The paper provides an overview of NKOS research output
of the 16 years in the period from 2000 to 2016, applying
a network analytical perspective. To this purpose, an open
dataset of bibliographic information has been created that
combines 123 publications from European and U.S. NKOS
workshops and 4 NKOS special journal issues. The sample
comprises in total 256 distinct authors. Three major characteristics are examined: global properties of the network over
time, the centrality of the authors in the NKOS network, and
gender differences in collaboration behavior. Standard network analytic measures such as degree, betweenness, and
closeness centrality are used to describe the co-authorship
network of the NKOS dataset. The results show that the
authors have higher tendency to collaborate with those in the
same institution or within the same geographical proximity.
Also, homophily is higher among women in this community.
Significant dissimilarities in gender in relation to centralities are absent, apart from a minor degree of differences in
closeness and clustering among men and women.
2.3 Anne-Stine Ruud Husevåg: From subtitles
to substantial metadata: examining
characteristics of named entities and their role
in indexing
A common topic in the NKOS community is automatic subject indexing. This paper explores the potential of applying
named entity extraction from subtitles for automatic indexing of TV programs. The analysis shows that named entities
with high frequencies in the subtitles are more likely to be
mentioned in the metadata records. Further, the use of named
entities in metadata correlates with the frequency of the entities in the subtitles. The named entities with a frequency of
two in the subtitles were twice as likely as those with a frequency of one to be present in the metadata records. Personal
names, geographical names, and names of organizations were
the most prominent entity types in news subtitles and news
metadata, while persons, creative works, and locations were
the most prominent in culture programs.
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K. Golub et al.
The results show that subtitles are a good source for personal names in TV programs.
2.4 Karolina Suchowolec, Christian Lang and Roman
Schneider: An empirically validated,
onomasiologically structured, and linguistically
motivated online terminology: redesigning
scientific resources on German grammar
The purpose of applying KOS is often that of improved
information retrieval. This paper examines onomasiological
remodeling of terminological resources for an information
system for German grammar called grammis. The major
focus is placed on an introduction of features for the authoring backend. A discussion tackles how these innovations help
to evaluate existing, loosely structured terminological content, and to efficiently deal with Automatic Term Extraction
(ATE). In addition, a transformation of the terminological
resource to a future SKOS representation is presented and
ensuing benefits for grammis are addressed. The paper is a
valuable contribution to the discourse on the place of terminological resources in the world of (Networked) Knowledge
Organization Systems.
2.5 Julaine Sashanie Clunis: Designing an ontology
for managing the diets of hypertensive
individuals
Ontologies being a frequently used type of KOS, especially
in the context of the Semantic Web, are also a common topic
in the NKOS community. This paper describes the development of a specific type of ontology, one which could act
as a recommendation system for hypertensive individuals. It
puts forward a conceptualization and an implementation of
an ontology that describes recipes, food nutrients as well as
interactions between nutrients and prescribed drugs, disease,
and general health. The ontology model is constructed following the Ontology 101 methodology and validated using
competency questions derived from proto-personas. The
findings imply that the ontology could be helpful in assisting
individuals in navigating complex information spaces when
it comes to effects of diet on health. As such, it could be used
to provide support to patients seeking to manage chronic illnesses such as hypertension.
Acknowledgements We would like to thank the authors of the contributing papers, all the reviewers who have generously given their time,
the various people involved in publishing the issue as well as the participants of NKOS workshops. We hope the articles in the issue will
provide a starting point for future explorations in the field.
Recent applications of Knowledge Organization Systems: introduction to a special issue
References
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3. Tudhope, D., Lykke Nielsen, M.: Introduction to Knowledge Organization Systems and services. New Rev. Hypermedia Multimed.
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