- Author : Toshihiro Kamishima
- Copyright : Copyright © 2012 Toshihiro Kamishima all rights reserved
- License : MIT License
An independence-enhanced recommender system makes recommendations so as to enhance the independence from sensitive features specified by users.
We would like you to acknowledge the use of these program codes or data sets in publications by citing one of our related publications, if you utilize these materials.
Program codes used for obtaining experimental results.
Decisions Workshop @ RecSys 2012
This software provides the results of Figure 1 in [Decisions@RecSys12], which is published at the Decisions workshop @ RecSys 2012. Because this implementation still has a flaw in computational efficiency.
This software is written in Python. We tested this software under the environment: Python 2.7, NumPy 1.6, and SciPy 0.10. A readme.rst file in the following archive contains a detailed instruction. This script is designed to process the above
MovieLens Small Data Set.
Scripts to convert public data sets.
Movielens Small Data set
This data set is a subsampled set of the Movielens 100k data set. We here distribute scripts for performing subsampling.
- Download : data-mlsmall.tgz