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Erschienen in:
Improving Scholarly Knowledge Representation: Evaluating BERT-Based Models for Scientific Relation Classification Kapitel lesen Erstes Kapitel lesen

2020 | OriginalPaper | Buchkapitel

ReViz: A Tool for Automatically Generating Citation Graphs and Variants

verfasst von : Sven Groppe, Lina Hartung

Erschienen in: Digital Libraries at Times of Massive Societal Transition

Verlag: Springer International Publishing

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Abstract

A systematic literature review provides an overview of multiple scientific publications in an area of research and visualizations of the data of the systematic review enable further in-depth analyses. The creation of such a review and its visualizations is a very time- and labor-intensive process. For this reason, we propose a tool for automatically generating visualizations for systematic reviews. Using this tool, the citations between the included articles can be depicted in a citation graph. However, because the clearness of the information contained in the citation graph is highly dependent on the number of included publications, several strategies are implemented in order to reduce the complexity of the graph without loosing (much) information. The generated graphs and developed strategies are evaluated using different instruments, including an user survey, in which they are rated positively.

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Vorheriges Kapitel Construction of Dunhuang Cultural Heritage Knowledge Base: Take Cave 220 as an Example
Nächstes Kapitel A Large-Scale Analysis of Cross-lingual Citations in English Papers
Fußnoten
1
In addition to the use of Parsifal and the export of data from it, it is also possible to generate a citation graph without creating a systematic review, using a Bibtex file and the referenced publications as PDF documents (local files or remotely accessible via urls) as input. However, the generation of a flow chart is only possible using Parsifal. Since this requires the use of a fork, the modified code of Parsifal is also available in the form of a docker container at https://​github.​com/​l-hartung/​parsifal/​.
 
2
We will provide the details in a forthcoming extended paper.
 
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Metadaten
Titel
ReViz: A Tool for Automatically Generating Citation Graphs and Variants
verfasst von
Sven Groppe
Lina Hartung
Copyright-Jahr
2020
Buch
Digital Libraries at Times of Massive Societal Transition

Print ISBN: 978-3-030-64451-2

Electronic ISBN: 978-3-030-64452-9

Copyright-Jahr: 2020

DOI
https://doi.org/10.1007/978-3-030-64452-9_10