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Provides a function collection to extract metadata, sectioned text and study characteristics from scientific articles in 'NISO-JATS' format. Articles in PDF format can be converted to 'NISO-JATS' with the 'Content ExtRactor and MINEr' ('CERMINE', <https://github.com/CeON/CERMINE>). For convenience, two functions bundle the extraction heuristics: JATSdecoder() converts 'NISO-JATS'-tagged XML files to a structured list with elements title, author, journal, history, 'DOI', abstract, sectioned text and reference list. study.character() extracts multiple study characteristics like number of included studies, statistical methods used, alpha error, power, statistical results, correction method for multiple testing, software used. An estimation of the involved sample size is performed based on reports within the abstract and the reported degrees of freedom within statistical results. In addition, the package contains some useful functions to process text (text2sentences(), text2num(), ngram(), strsplit2(), grep2()). See Böschen, I. (2021) <doi:10.1007/s11192-021-04162-z> Böschen, I. (2021) <doi:10.1038/s41598-021-98782-3> and Böschen, I (2023) <doi:10.1038/s41598-022-27085-y>.
Version: | 1.2.0 |
Depends: | R (≥ 3.1.1) |
Imports: | utils, stats, NLP, openNLP |
Published: | 2023-10-12 |
DOI: | 10.32614/CRAN.package.JATSdecoder |
Author: | Ingmar Böschen [aut, cre] |
Maintainer: | Ingmar Böschen <ingmar.boeschen at uni-hamburg.de> |
BugReports: | https://github.com/ingmarboeschen/JATSdecoder/issues |
License: | GPL-3 |
URL: | https://github.com/ingmarboeschen/JATSdecoder |
NeedsCompilation: | no |
Language: | en-US |
CRAN checks: | JATSdecoder results |
Reference manual: | JATSdecoder.pdf |
Package source: | JATSdecoder_1.2.0.tar.gz |
Windows binaries: | r-devel: JATSdecoder_1.2.0.zip, r-release: JATSdecoder_1.2.0.zip, r-oldrel: JATSdecoder_1.2.0.zip |
macOS binaries: | r-release (arm64): JATSdecoder_1.2.0.tgz, r-oldrel (arm64): JATSdecoder_1.2.0.tgz, r-release (x86_64): JATSdecoder_1.2.0.tgz, r-oldrel (x86_64): JATSdecoder_1.2.0.tgz |
Old sources: | JATSdecoder archive |
Please use the canonical form https://CRAN.R-project.org/package=JATSdecoder to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.