Using Friendship Ties and Family Circles for Link Prediction. Elena Zheleva, Lise Getoor, Jennifer Golbeck, Ugur Kuter (SNAKDD 2008). OUTLINE. Introduction Social Network Model Predicting Links in Social Networks A Feature Taxonomy Experimental Evaluation Conclusions and Future Work.
Elena Zheleva, Lise Getoor, Jennifer Golbeck, Ugur Kuter
The number of friends ai has in the family of aj : |ai.F ∩ aj.M|.
The ratio between the number of friends that ai has in aj’s family and the size of aj’s family.