Package: robustrao 1.0-5

robustrao: An Extended Rao-Stirling Diversity Index to Handle Missing Data

A collection of functions to compute the Rao-Stirling diversity index (Porter and Rafols, 2009) <doi:10.1007/s11192-008-2197-2> and its extension to acknowledge missing data (i.e., uncategorized references) by calculating its interval of uncertainty using mathematical optimization as proposed in Calatrava et al. (2016) <doi:10.1007/s11192-016-1842-4>. The Rao-Stirling diversity index is a well-established bibliometric indicator to measure the interdisciplinarity of scientific publications. Apart from the obligatory dataset of publications with their respective references and a taxonomy of disciplines that categorizes references as well as a measure of similarity between the disciplines, the Rao-Stirling diversity index requires a complete categorization of all references of a publication into disciplines. Thus, it fails for a incomplete categorization; in this case, the robust extension has to be used, which encodes the uncertainty caused by missing bibliographic data as an uncertainty interval. Classification / ACM - 2012: Information systems ~ Similarity measures, Theory of computation ~ Quadratic programming, Applied computing ~ Digital libraries and archives.

Authors:Maria del Carmen Calatrava Moreno [aut, cre], Thomas Auzinger [aut]

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robustrao/json (API)

# Install 'robustrao' in R:
install.packages('robustrao', repos = c('https://mccalatravamoreno.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

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On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 5 scripts 179 downloads 5 exports 20 dependencies

Last updated 5 years agofrom:df079e70f9. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 14 2024
R-4.5-winOKOct 14 2024
R-4.5-linuxOKOct 14 2024
R-4.4-winOKOct 14 2024
R-4.4-macOKOct 14 2024
R-4.3-winOKOct 14 2024
R-4.3-macOKOct 14 2024

Exports:LowerIndexBoundParallelBoundIndicesPruneDisciplinesRaoStirlingUpperIndexBound

Dependencies:arrangementsclicodetoolscpp11doParallelforeachgluegmpigraphiteratorsiterpclatticelifecyclemagrittrMatrixpkgconfigquadprogR6rlangvctrs