A Machine Learning Approach to Link Prediction for Interlinked Documents.
Milly KcRowena ChauMarkus HagenbuchnerAh Chung TsoiVincent C. S. LeePublished in: INEX (2009)
Keyphrases
- link prediction
- social network analysis
- random walk
- social networks
- network analysis
- bipartite graph
- multi relational
- information retrieval
- complex networks
- community detection
- document collections
- topological features
- network structure
- xml documents
- link structure
- document retrieval
- collective classification
- information retrieval systems
- collaborative filtering
- relevant documents
- link formation
- supervised learning
- entity resolution
- heterogeneous networks
- document representation
- missing links
- learning algorithm
- location prediction
- graph kernels
- factor graph model
- online social networks
- community structure
- document clustering
- structured data
- web documents