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SAR  

Smart Adaptive Recommendations
View on CRAN: Click here


Download and install SAR package within the R console
Install from CRAN:
install.packages("SAR")

Install from Github:
library("remotes")
install_github("cran/SAR")

Install by package version:
library("remotes")
install_version("SAR", "1.0.4")



Attach the package and use:
library("SAR")
Maintained by
Hong Ooi
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-02-01
Latest Update: 2025-04-12
Description:
'Smart Adaptive Recommendations' (SAR) is the name of a fast, scalable, adaptive algorithm for personalized recommendations based on user transactions and item descriptions. It produces easily explainable/interpretable recommendations and handles "cold item" and "semi-cold user" scenarios. This package provides two implementations of 'SAR': a standalone implementation, and an interface to a web service in Microsoft's 'Azure' cloud: . The former allows fast and easy experimentation, and the latter provides robust scalability and extra features for production use.
How to cite:
Hong Ooi (2019). SAR: Smart Adaptive Recommendations. R package version 1.0.4, https://cran.r-project.org/web/packages/SAR. Accessed 25 Jun. 2026.
Previous versions and publish date:
1.0.0 (2019-02-01 19:23), 1.0.1 (2019-05-02 19:40), 1.0.3 (2020-10-07 14:30)
Other packages that cited SAR R package
View SAR citation profile
Other R packages that SAR depends, imports, suggests or enhances
Complete documentation for SAR
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