TopRec: domain-specific recommendation through community topic mining in social network.
Xi ZhangJian ChengTing YuanBiao NiuHanqing LuPublished in: WWW (2013)
Keyphrases
- domain specific
- social networks
- community discovery
- web communities
- online communities
- community structure
- web mining
- social network analysis and mining
- social networking websites
- community mining
- community detection
- social network analysis
- general purpose
- text mining
- recommender systems
- domain independent
- virtual communities
- social roles
- social web
- complex networks
- collaborative filtering
- pattern mining
- sequential patterns
- text streams
- social communities
- user preferences
- online dating
- itemsets
- social influences
- topic models
- data mining
- overlapping community detection
- knowledge discovery
- knowledge sharing
- heterogeneous social networks
- social context
- real world networks
- social influence
- social networking
- social interaction
- social network sites
- web personalization
- social media
- personal interests
- community formation
- link prediction