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:
robustrao_1.0-5.tar.gz
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robustrao.pdf |robustrao.html✨
robustrao/json (API)
# Install 'robustrao' in R: |
install.packages('robustrao', repos = c('https://mccalatravamoreno.r-universe.dev', 'https://cloud.r-project.org')) |
- pd1.count.matrix - Pubdata1
- pd1.similarity - Pubdata1
- pd1.uncat.refs - Pubdata1
- pd2.count.matrix - Pubdata2
- pd2.similarity - Pubdata2
- pd2.uncat.refs - Pubdata2
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 5 years agofrom:df079e70f9. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 14 2024 |
R-4.5-win | OK | Oct 14 2024 |
R-4.5-linux | OK | Oct 14 2024 |
R-4.4-win | OK | Oct 14 2024 |
R-4.4-mac | OK | Oct 14 2024 |
R-4.3-win | OK | Oct 14 2024 |
R-4.3-mac | OK | Oct 14 2024 |
Exports:LowerIndexBoundParallelBoundIndicesPruneDisciplinesRaoStirlingUpperIndexBound
Dependencies:arrangementsclicodetoolscpp11doParallelforeachgluegmpigraphiteratorsiterpclatticelifecyclemagrittrMatrixpkgconfigquadprogR6rlangvctrs
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Lower bound of the uncertainty interval of the Rao-Stirling diversity index. | LowerIndexBound |
Parallel computation of the lower/upper bounds of the uncertainty interval of the Rao-Stirling diversity index. | ParallelBoundIndices |
Set of permissible disciplines for redistribution. | PruneDisciplines |
pubdata1 | pd1.count.matrix pd1.similarity pd1.uncat.refs pubdata1 |
pubdata2 | pd2.count.matrix pd2.similarity pd2.uncat.refs pubdata2 |
Rao-Stirling diversity index based on the counts of cited disciplines. | RaoStirling |
Upper bound of the uncertainty interval of the Rao-Stirling diversity index. | UpperIndexBound |