C# Class MyMediaLite.RatingPrediction.SocialMF

Social-network-aware matrix factorization

This implementation assumes a binary and symmetrical trust network. Mohsen Jamali, Martin Ester: A matrix factorization technique with trust propagation for recommendation in social networks RecSys '10: Proceedings of the Fourth ACM Conference on Recommender Systems, 2010

Inheritance: BiasedMatrixFactorization, IUserRelationAwareRecommender

Mostra file Open project: zenogantner/MML-KDD Class Usage Examples

Public Methods

Method	Description
ToString ( ) : string
Train ( ) : void

Protected Methods

Method	Description
InitModel ( ) : void
Iterate ( IList rating_indices, bool update_user, bool update_item ) : void

Private Methods

Method	Description
IterateBatch ( ) : void

Method Details

InitModel() protected method

protected InitModel ( ) : void
return	void

Iterate() protected method

protected Iterate ( IList rating_indices, bool update_user, bool update_item ) : void
rating_indices	IList
update_user	bool
update_item	bool
return	void

ToString() public method

public ToString ( ) : string
return	string

Train() public method

public Train ( ) : void
return	void