CASO

Community-Aware Social Community Recommendation

Prerequisites

• Please refer to requirements.txt

Usage

python run_CASO.py --dataset BlogCatalog --cross_valid=yes --kl_beta=1 --pool_beta=1 --HSIC_lambda=0.01

python run_CASO.py --dataset Flickr --cross_valid=yes --kl_beta=1 --pool_beta=0.4 --HSIC_lambda=0.01

python run_CASO.py --dataset Deezer-HR --cross_valid=yes --kl_beta=0.05 --pool_beta=0.6 --HSIC_lambda=0.1

python run_CASO.py --dataset Deezer-RO --cross_valid=yes --kl_beta=0.5 --pool_beta=0.6 --HSIC_lambda=0.05

python run_CASO.py --dataset=DBLP --cross_valid=yes --kl_beta=0 --pool_beta=1 --HSIC_lambda=0.7

python run_CASO.py --dataset=Youtube --cross_valid=yes --kl_beta=0.01 --pool_beta=0.9 --HSIC_lambda=0.1 --early_stops=200

Dataset

Preprocessed datasets are available at dataset.zip.

Raw datasets: BlogCatalog, Flickr, Deezer-HR, Deezer-RO, DBLP, Youtube.