Transfer Learning to Infer Social Ties across Heterogeneous Networks.
Jie TangTiancheng LouJon M. KleinbergSen WuPublished in: ACM Trans. Inf. Syst. (2016)
Keyphrases
- heterogeneous networks
- transfer learning
- social ties
- link prediction
- learning tasks
- social networks
- knowledge transfer
- active learning
- collaborative filtering
- reinforcement learning
- cross domain
- machine learning
- multi task learning
- labeled data
- text classification
- social interaction
- semi supervised learning
- online social networks
- multiple types
- text categorization
- target domain
- multi task
- social network analysis
- random walk
- learning algorithm
- communication networks
- machine learning algorithms
- text mining
- supervised learning
- information retrieval
- state space
- partially labeled