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common
datasets
kmeans
spectral_clustering
APGItemLFLineSearch.m
APGItemLatentFactor.m
APGUserLFLineSearch.m
APGUserLatentFactor.m
ItemGroupLassoRegError.m
ItemGroupPOI.m
ItemProxyOperator.m
README.md
checkinMandWeightingMatrix.m
configure00.m
dataPreparation.m
errorX.cpp
errorX.mexglx
errorX.mexw64
getGroupInx.m
locationGSSLFM.m
nr3matlab.h
quickInx.cpp
quickInx.mexglx
quickInx.mexw64
topN_recommendation.m

README.md

The settings of different parameters are in the configure file: configure00.m

Run the project using the following matlab command:

ItemGroupPOI('configure00')

You can download the Gowalla dataset used in this work from: http://www.yongliu.org/datasets/index.html.