DC pole | Wartość | Język |
dc.contributor.author | Kamińska, Anna Małgorzata | - |
dc.date.accessioned | 2021-04-15T10:57:34Z | - |
dc.date.available | 2021-04-15T10:57:34Z | - |
dc.date.issued | 2018 | - |
dc.identifier.citation | Zagadnienia Informacji Naukowej – Studia Informacyjne, T. 56, nr 1 (2018), s. 96-113 | pl_PL |
dc.identifier.issn | 0324-8194 | - |
dc.identifier.issn | 2392-2648 | - |
dc.identifier.uri | http://hdl.handle.net/20.500.12128/19958 | - |
dc.description.abstract | Purpose/Thesis: Presenting what causes problems in reliable bibliometric research using citation
network analysis, the author indicates that the growing use of the DOI identification system and the
growing phenomenon of publishing information on article citations by individual publishers result
in new possibilities for such research. Particularly noteworthy here are Crossref services that enable
downloading structured bibliographic information (including citations) for all interested parties.
The author proposes the extension of the Gephi analytical platform with a data import plug-in that
imports data describing citations from Crossref services, thus facilitating citation analysis by all
interested parties in this source of data.
Approach/Methods: The implementation of the proposed plug-in required the analysis of the information
architecture of resources collected and indexed in the Crossref database and the way they
are shared as web services. One of the important parts of the research was also the development of
a graph data model that allows unambiguous identification of citing and cited papers and the relations
between them, so that the evolution of this model in the future (e.g. adding co-authorship relations)
would not prevent the usage of the developed plug-in.
Results and conclusions: The developed functionality allows to import a directed citation graph
from Crossref resources to the Gephi platform, for user-defined journals identified by the ISSN,
with the possibility of limiting the data set to given time intervals. For less experienced users, it also
offers preliminary coloring of the graph’s vertices by their type. The use of DOI identifiers makes the
results of the analyzes more reliable than in the case of analyses where matching of titles and authors
of bibliographic units with records of references section is performed.
Originality/Value: The Gephi computing platform, being an interesting tool for analyzing network
structures, is also used, mainly by foreign researchers, to implement bibliometric research and visualize
their results. Recently, there has been a growing interest in this tool among local researchers,
but it seems that it is still losing competition with the easier to use Pajek application and strictly dedicated
to the bibliometric analysis VOSviewer platform. Although the latter tools have less analytical
capabilities, the technical barriers in loading the Gephi platform with bibliographic data limits its
usage. The author, using the modular construction of this platform, has developed a plug-in enabling
automatic data import directly from the Crossref resources in a more friendly way compared to the VOSviewer environment. To the best of her knowledge, it is also the first extension of this platform
dedicated to the support of strictly bibliometric research. | pl_PL |
dc.language.iso | pl | pl_PL |
dc.rights | Uznanie autorstwa-Użycie niekomercyjne-Bez utworów zależnych 3.0 Polska | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/pl/ | * |
dc.subject | Bibliometrics | pl_PL |
dc.subject | Bibliograhic databases | pl_PL |
dc.subject | Citation analysis | pl_PL |
dc.subject | Citation index | pl_PL |
dc.subject | Crossref | pl_PL |
dc.subject | DOI | pl_PL |
dc.subject | Data import | pl_PL |
dc.subject | Gephi | pl_PL |
dc.subject | Science mapping | pl_PL |
dc.subject | ScientoMiner ICR | pl_PL |
dc.subject | Visualization of bibliographic data | pl_PL |
dc.title | ScientoMiner ICR - moduł importu danych bibliograficznych z zasobów Crossref dla platformy Gephi | pl_PL |
dc.type | info:eu-repo/semantics/article | pl_PL |
dc.identifier.doi | 10.36702/zin.384 | - |
Pojawia się w kolekcji: | Artykuły (W.Hum.)
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