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Krüger,  Frank ;  Schindler,  David

Data for: A Literature Review on Methods for the Extraction of Usage Statements of Software and Data

Rostock : University of Rostock , 2019

https://doi.org/10.18453/rosdok_id00002526

Software and data have become major components of modern research, which is also reflected by an increased number of software usages. Knowledge about used software and data would provide researchers a better understanding of the results of a scientific investigation and thus foster it's reproducibility. Software and data are, however, often not formally cited but their usage is mentioned in the main text. In order to assess the state of the art in extraction of such usage statements, we performed a literature review. We provide an overview of existing methods for the identification of usage statements of software and data in scientific articles. This analysis mainly focuses on technical approaches, the employed corpora, and the purpose of the investigation itself. We found four different classes of approaches that are used in the literature: 1.) term search, 2.) manual extraction, 3.) rule-based extraction, and 4.) extraction based on supervised learning.

Datenpublikation Open Access


Lizenz:
Creative Commons Lizenzvertrag (CC-BY)
Dieses Werk ist lizenziert unter einer Creative Commons Namensnennung 4.0 International Lizenz.
Jahr der Erstellung:
2019
Schlagworte:
software and data citation
named entity recognition
literature review
Dokumenttyp:
Datenpublikation
Sprache(n):
Englisch
DNB-Sachgruppe:
004 Informatik
Fakultät:
Fakultät für Informatik und Elektrotechnik
Persistente URL:
http://purl.uni-rostock.de/rosdok/id00002526
erstellt am:
2019-09-10
zuletzt geändert am:
2019-09-13
Metadaten-Lizenz:
CC0
Die UB Rostock stellt die Metadaten zu diesem Dokument unter Public Domain und verzichtet damit weltweit auf alle urheberrechtlichen und verwandten Schutzrechte.
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