Skip to content
Shams, Bita, and Saman Haratizadeh. "SibRank: Signed bipartite network analysis for neighbor-based collaborative ranking." Physica A: Statistical Mechanics and its Applications 458 (2016): 364-377.
R
Branch: master
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
.gitignore
Common code.R
README.md
SiBRank-graphplussim.R
SiBRank.R
main.R
rating.data
sim-tr-1-10.csv
tr-1-10.csv

README.md

SiBRank

The code provide implementation of recommendation algorithm in the following paper:

Shams, Bita, and Saman Haratizadeh. "SibRank: Signed bipartite network analysis for neighbor-based collaborative ranking." Physica A: Statistical Mechanics and its Applications 458 (2016): 364-377.

Main.R: This file Provide code to run and evaluate SiBRank through "weak generalization methodology"

Common code.R: This file Provide required code for data preprocessing and evaluation.

SiBRank. R: This file provide required code for recommendation and evaluation

SiBRank-graphplussim.R: The file provides codes for constructing the SiBreNet graph and calculating Similarity #Sample data rating.csv: is a rating dataset

tr-0-10.csv: is a sample for train data set with UPL=10: i-th row indicates indices of train items for i-th user

You can’t perform that action at this time.