Folks in Folksonomies: social link prediction from shared metadata.
Rossano SchifanellaAlain BarratCiro CattutoBenjamin MarkinesFilippo MenczerPublished in: WSDM (2010)
Keyphrases
- link prediction
- social networks
- metadata
- social web
- social network analysis
- link formation
- influence propagation
- social ties
- random walk
- network analysis
- bipartite graph
- social tagging
- complex networks
- network structure
- multi relational
- social media
- digital libraries
- link structure
- social networking
- entity resolution
- social interaction
- semantic web technologies
- social relationships
- user generated tags
- resource discovery
- community detection
- heterogeneous networks
- collective classification
- social behavior
- proximity measures
- online communities
- location prediction
- structured data
- user generated
- online social networks
- social tagging systems
- learning objects
- supervised learning
- tag recommendation
- social network data
- network model
- topological features
- data sets
- network evolution
- collaborative filtering
- missing links
- class discrimination
- learning resources