Overcoming Relational Learning Biases to Accurately Predict Preferences in Large Scale Networks

Many individuals on social networking sites provide traits about themselves, such as interests or demographics. Social networking sites can use this information to provide better content to match their users' interests, such as recommending scheduled events or various relevant products. These tasks require accurate probability estimates to determine the… CONTINUE READING