Ontology-Aware Classification and Association Rule Mining for Interest and Link Prediction in Social Networks.
Waleed AljandalVikas BahirwaniDoina CarageaWilliam H. HsuPublished in: AAAI Spring Symposium: Social Semantic Web: Where Web 2.0 Meets Web 3.0 (2009)
Keyphrases
- link prediction
- association rule mining
- social networks
- classification rule mining
- associative classification
- social network analysis
- association rules
- class discrimination
- associative classifiers
- random walk
- supervised learning
- network analysis
- bipartite graph
- network structure
- mining algorithm
- data mining techniques
- rule discovery
- multi relational
- graph mining
- frequent itemsets
- complex networks
- data mining
- pattern discovery
- itemsets
- classification method
- community detection
- feature selection
- class labels
- heterogeneous networks
- rule mining
- association rule mining algorithm
- discovered association rules
- knowledge discovery
- classification rules
- classification algorithm
- social network data
- machine learning
- privacy preservation
- interestingness measures
- text classification
- decision trees
- feature space
- social ties
- online social networks
- weighted association rule mining
- metadata
- social influence
- data model
- learning algorithm
- social interaction
- link formation
- frequent subtree mining
- positive and negative association rules
- factor graph model
- social relationships